Libraries



In [1]:

    
import os  
import cv2           
from time import time
 
import pandas as pd
import numpy as np 

from random import shuffle  

from sklearn.utils import shuffle
from sklearn.cluster import KMeans
from sklearn.decomposition import PCA
from sklearn.preprocessing import scale
from sklearn.neighbors import KNeighborsClassifier
from sklearn.metrics import accuracy_score,confusion_matrix,silhouette_score, homogeneity_score,adjusted_mutual_info_score,completeness_score,v_measure_score,adjusted_rand_score
from sklearn.preprocessing import StandardScaler


from matplotlib import pyplot as plt
from matplotlib.backends.backend_pdf import PdfPages as pdf
%matplotlib inline



In [2]:

    
data_dir='/Users/gowthamkommineni/Desktop/ML/project/101_ObjectCategories'
IMG_Size =50

Loading Images and Image Preprocessing



In [3]:

    
def get_hog(image) : 
    winSize = (32,32)
    blockSize = (8,8)
    blockStride = (4,4)
    cellSize = (8,8)
    nbins = 9
    derivAperture = 1
    winSigma = -1.
    histogramNormType = 1
    L2HysThreshold = 2e-1
    gammaCorrection = 0
    nlevels = 32
    signedGradient = True

    hog = cv2.HOGDescriptor(winSize,blockSize,blockStride,
                            cellSize,nbins,derivAperture,winSigma,histogramNormType,
                            L2HysThreshold,gammaCorrection,nlevels, signedGradient)
    winStride = (8,8)
    padding = (8,8)
    locations = ((10,20),)
    hist = hog.compute(image,winStride,padding,locations)
    hog = np.squeeze(hist)
    return hog



In [39]:

    
def create_categories():    
    train=[]
    b=[]
    i=0
    for categ in os.listdir(data_dir)[:10]:
        path = os.path.join(data_dir,categ)
        i=i+1
        for img in (os.listdir(path)):
            path2 = os.path.join(path,img)
            if (os.path.exists(path2)):
                gray = cv2.imread(path2,cv2.IMREAD_GRAYSCALE)
                img = cv2.equalizeHist(gray)
                imgb = cv2.GaussianBlur(img,(5,5),0)
                imge= cv2.Canny(imgb,100,200)
                kernel = cv2.getStructuringElement(cv2.MORPH_RECT, (7, 7))
                img = cv2.morphologyEx(imge, cv2.MORPH_CLOSE, kernel)
                img,cnts, _ = cv2.findContours(imge.copy(), cv2.RETR_EXTERNAL, cv2.CHAIN_APPROX_SIMPLE)
                idx=0
                for c in cnts:
                    x,y,w,h = cv2.boundingRect(c)
                    if w>50 and h>50:
                        idx+=1
                        img=gray[y:y+h,x:x+w]

                orb = cv2.ORB_create()
                # find the keypoints with ORB
                kp = orb.detect(imgb,None)
                # compute the descriptors with ORB
                kp, des = orb.compute(imgb, kp)
                # draw only keypoints location,not size and orientation
                img2 = cv2.drawKeypoints(imgb.copy(),kp,color=(0,255,0),flags=0,outImage=None)
                img2 = cv2.cvtColor(img2, cv2.COLOR_BGR2GRAY)
                img = cv2.resize(imgb, (IMG_Size,IMG_Size))
                img = img.reshape(IMG_Size*IMG_Size)
#                hist=get_hog(img)            # uncomment for HOG
                k=list(img) 
                stdsc = StandardScaler()
                k = stdsc.fit_transform(k)
                k=list(k)
#                 k.extend(hist)              #Uncomment for HOG
#                k=list(img)
                train.append(k)
                b.append(i)
    np.save('train_data.npy', train)
    train=pd.DataFrame(train)
    train['category']=b
    return train



In [40]:

    
data=shuffle(create_categories())
train=data
print(data.shape)









    



/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:586: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)
/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/preprocessing/data.py:649: DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample.
  warnings.warn(DEPRECATION_MSG_1D, DeprecationWarning)






    



(1715, 2501)

DataExploration



In [42]:

    
from sklearn import preprocessing
min_max_scaler = preprocessing.MinMaxScaler()
x_scaled = min_max_scaler.fit_transform(train.iloc[:,:len(train.iloc[:,:-1].columns)])
data = pd.DataFrame(x_scaled)
data['category']=train['category']



In [43]:

    
train.describe()









    Out[43]:






  
    
      
      0
      1
      2
      3
      4
      5
      6
      7
      8
      9
      ...
      2491
      2492
      2493
      2494
      2495
      2496
      2497
      2498
      2499
      category
    
  
  
    
      count
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      ...
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
      1715.000000
    
    
      mean
      0.590008
      0.481346
      0.355663
      0.223750
      0.125257
      0.022133
      0.016261
      0.065207
      0.089330
      0.111029
      ...
      -0.069241
      -0.108766
      -0.121793
      -0.125641
      -0.073774
      -0.013659
      0.079525
      0.216246
      0.353890
      4.019825
    
    
      std
      1.262753
      1.245737
      1.217291
      1.196920
      1.150138
      1.089205
      1.066501
      1.045643
      1.028303
      1.014887
      ...
      1.019566
      1.025649
      1.033644
      1.047817
      1.087154
      1.132540
      1.185046
      1.237042
      1.263207
      2.538769
    
    
      min
      -5.058141
      -5.082752
      -3.286163
      -5.082752
      -5.131974
      -5.082752
      -5.181195
      -5.107363
      -4.984309
      -5.255028
      ...
      -2.183619
      -2.205695
      -2.360226
      -2.382302
      -2.514757
      -2.647212
      -2.757592
      -2.757592
      -2.757592
      1.000000
    
    
      25%
      -0.551382
      -0.664069
      -0.857303
      -0.988344
      -0.986709
      -1.019435
      -0.988394
      -0.879698
      -0.828890
      -0.759968
      ...
      -0.979200
      -1.023299
      -1.059908
      -1.101577
      -1.116480
      -1.111430
      -1.104549
      -1.000238
      -0.870490
      2.000000
    
    
      50%
      1.111345
      0.918333
      0.675547
      0.466724
      0.274761
      0.088414
      0.092525
      0.181908
      0.211570
      0.231226
      ...
      -0.050111
      -0.146208
      -0.197701
      -0.199375
      -0.084698
      -0.009749
      0.103404
      0.335184
      0.639024
      3.000000
    
    
      75%
      1.695459
      1.640520
      1.552353
      1.367480
      1.187661
      0.981141
      0.936725
      0.953883
      0.936041
      0.952430
      ...
      0.804782
      0.767533
      0.773774
      0.801802
      0.907002
      1.023611
      1.211470
      1.498011
      1.610449
      5.000000
    
    
      max
      3.365219
      2.657360
      2.675510
      2.838862
      2.838862
      3.111116
      2.893313
      2.857012
      2.657360
      3.020364
      ...
      2.067986
      2.067986
      2.639210
      2.167304
      2.711811
      2.085942
      2.085942
      2.096267
      2.657360
      10.000000
    
  

8 rows × 2501 columns



In [10]:

    
ax = train.groupby('category').size().plot(kind='bar', figsize=(10,2))

Clustering and PCA Analysis



In [44]:

    
n_samples, n_features = data.shape
n_digits = len(np.unique(data.category))
labels = data.category
sample_size = len(data)



In [45]:

    
np.random.seed(42)

print(79 * '_')
print('% 9s' %    'init'
      '        time   inertia   homo    compl   v-meas   ARI    AMI    silhouette')

def bench_k_means(estimator, name, data):
    t0 = time()
    estimator.fit(data)
    print('% 9s   %.2fs    %i   %.3f   %.3f   %.3f   %.3f   %.3f    %.3f'
          % (name, (time() - t0), estimator.inertia_,
             homogeneity_score(labels, estimator.labels_),
             completeness_score(labels, estimator.labels_),
             v_measure_score(labels, estimator.labels_),
             adjusted_rand_score(labels, estimator.labels_),
             adjusted_mutual_info_score(labels,  estimator.labels_),
             silhouette_score(data, estimator.labels_,
                                      metric='euclidean',
                                      sample_size=sample_size)))
bench_k_means(KMeans(init='k-means++', n_clusters=n_digits, n_init=10),
              name="k-means++", data=data)

bench_k_means(KMeans(init='random', n_clusters=n_digits, n_init=10),
              name="random", data=data)

#kmeans algorithm only once with n_init=1
pca = PCA(n_components=n_digits).fit(data)
bench_k_means(KMeans(init=pca.components_, n_clusters=n_digits, n_init=1),
              name="PCA-based",
              data=data)
print(79 * '_')









    



_______________________________________________________________________________
init        time   inertia   homo    compl   v-meas   ARI    AMI    silhouette
k-means++   8.02s    137442   0.169   0.116   0.138   0.044   0.107    0.038
   random   7.34s    137640   0.171   0.118   0.139   0.043   0.108    0.043
PCA-based   0.69s    138097   0.174   0.122   0.143   0.044   0.112    0.048
_______________________________________________________________________________



In [46]:

    
reduced_data = PCA(n_components=2).fit_transform(data)
kmeans = KMeans(init='k-means++', n_clusters=n_digits, n_init=80)
kmeans.fit(reduced_data)









    Out[46]:





KMeans(algorithm='auto', copy_x=True, init='k-means++', max_iter=300,
    n_clusters=10, n_init=80, n_jobs=1, precompute_distances='auto',
    random_state=None, tol=0.0001, verbose=0)



In [47]:

    
# Step size of the mesh. Decrease to increase the quality of the VQ.
h = .02     
# Plot the decision boundary. For that, we will assign a color to each
x_min, x_max = reduced_data[:, 0].min() - 1, reduced_data[:, 0].max() + 1
y_min, y_max = reduced_data[:, 1].min() - 1, reduced_data[:, 1].max() + 1



In [48]:

    
xx, yy = np.meshgrid(np.arange(x_min, x_max, 0.1), np.arange(y_min, y_max, 0.1))



In [49]:

    
type(reduced_data)
Z = kmeans.predict(np.c_[xx.ravel(), yy.ravel()])



In [50]:

    
type(Z)
Z = Z.reshape(xx.shape)



In [51]:

    
Z.shape









    Out[51]:





(189, 187)

Plotting Cluster for 10 classes



In [52]:

    
plt.figure(1)
plt.clf()
plt.imshow(Z, interpolation='nearest',
           extent=(xx.min(), xx.max(), yy.min(), yy.max()),
           cmap=plt.cm.Paired,
           aspect='auto', origin='lower')

plt.plot(reduced_data[:, 0], reduced_data[:, 1], 'k.', markersize=2)
# Plot the centroids as a white X
centroids = kmeans.cluster_centers_
plt.scatter(centroids[:, 0], centroids[:, 1],
            marker='x', s=169, linewidths=3,
            color='w', zorder=10)
plt.title('K-means clustering')
plt.xlim(x_min, x_max)
plt.ylim(y_min, y_max)
plt.xticks(())
plt.yticks(())
pdf.savefig("depth")
plt.show()

Supervised Learning Models



In [28]:

    
train_input=train.iloc[:int(len(train)*0.7),:len(train.iloc[:,:-1].columns)].as_matrix()
train_output=train['category'][:int(len(train)*0.7)].as_matrix()
test_input=train.iloc[int(len(train)*0.7):,:len(train.iloc[:,:-1].columns)].as_matrix()
test_output=train['category'][int(len(train)*0.7):].as_matrix()



In [29]:

    
print(train_input.shape)
print(train_output.shape)
print(test_input.shape)
print(test_output.shape)









    



(1200, 2500)
(1200,)
(515, 2500)
(515,)



In [54]:

    
acc=[]
accdt=[]
accrt=[]
accsvm=[]
accnnet=[]
conf=[]
# clf5 = MLPClassifier(solver='lbfgs', alpha=1e-5,hidden_layer_sizes=(12,1), random_state=1)
# MLPClassifier(activation='relu', alpha=1e-05, batch_size='auto',
#        beta_1=0.9, beta_2=0.999, early_stopping=False,
#        epsilon=1e-08, hidden_layer_sizes=(12,1), learning_rate='constant',
#        learning_rate_init=0.01, max_iter=200, momentum=0.9,
#        nesterovs_momentum=True, power_t=0.5, random_state=1, shuffle=True,
#        solver='lbfgs', tol=0.0001, validation_fraction=0.1, verbose=False,
#        warm_start=False)
for n in range(1,40):
    clf1= KNeighborsClassifier(n_neighbors=3,weights='distance')
#     train_input=train.iloc[:int(len(train)*0.7),:len(train.iloc[:,:-1].columns)].as_matrix()
#     train_output=train['category'][:int(len(train)*0.7)].as_matrix()
#     test_input=train.iloc[int(len(train)*0.7):,:len(train.iloc[:,:-1].columns)].as_matrix()
#     test_output=train['category'][int(len(train)*0.7):].as_matrix()
#     #train=shuffle(create_categories(n))
    clf1.fit(train_input, train_output)
    predicted_output=clf1.predict(test_input)
    acc.append(accuracy_score(test_output, predicted_output)*100)
    conf.append(confusion_matrix(test_output, predicted_output))
#     #Decision Tree
#     clf2 = tree.DecisionTreeRegressor()
#     clf2 = clf2.fit(train_input, train_output)
#     predicted_output=clf2.predict(test_input)
#     accdt.append(accuracy_score(test_output, predicted_output)*100)
#     #Random Forest acc=[]
#     clf3 = RandomForestClassifier(n_jobs=4)
#     clf3.fit(train_input, train_output)
#     predicted_output=clf3.predict(test_input)
#     accrt.append(accuracy_score(test_output, predicted_output)*100)
#     #SVM
#     clf4 = svm.SVC(decision_function_shape='ovo')
#     clf4.fit(train_input, train_output)
#     predicted_output=clf4.predict(test_input)
#     accsvm.append(accuracy_score(test_output, predicted_output)*100)
#     #nnet
#     clf5.fit(train_input, train_output)                         
#     pred=clf5.predict(test_input)
#     accnnet.append(accuracy_score(test_output, pred)*100)



In [371]:

    
plt.plot(accsvm,color='red')
plt.plot(accnnet,color='green')
plt.plot(accdt,color='red')
plt.plot(accrt,color='blue')
plt.title("different neighbors")
plt.show('estimators')  
plt.close()

Confusion Matrix



In [337]:

    
conf_mat_ind=10



In [355]:

    
norm_conf = []
for i in conf[conf_mat_ind]:
    a = 0
    tmp_arr = []
    a = sum(i, 0)
    for j in i:
        tmp_arr.append(float(j)/float(a))
    norm_conf.append(tmp_arr)

fig = plt.figure()
plt.clf()
ax = fig.add_subplot(111)
ax.set_aspect(1)
res = ax.imshow(np.array(norm_conf), cmap=plt.cm.jet, 
                interpolation='nearest')

width, height = conf[conf_mat_ind].shape

for x in range(width):
    for y in range(height):
        ax.annotate(str(conf[conf_mat_ind][x][y]), xy=(y, x), 
                    horizontalalignment='center',
                    verticalalignment='center')

cb = fig.colorbar(res)
alphabet = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ'
plt.xticks(range(width), alphabet[:width])
plt.yticks(range(height), alphabet[:height])
plt.savefig('confusion_matrix.png', format='png')

Decision Tree



In [340]:

    
from sklearn import tree
clf = tree.DecisionTreeRegressor()
clf = clf.fit(train_input, train_output)
predicted_output=clf.predict(test_input)
accuracy_score(test_output, predicted_output)*100









    Out[340]:





55.533980582524265

Random Forests



In [341]:

    
from sklearn.ensemble import RandomForestClassifier
acc=[]
for i in range(1,30):
    clf = RandomForestClassifier(n_jobs=i)
    clf.fit(train_input, train_output)
    predicted_output=clf.predict(test_input)
    acc.append(accuracy_score(test_output, predicted_output)*100)



In [342]:

    
plt.plot(acc,color='red')
plt.title("different neighbors Normalized")
plt.show('estimators')  
plt.close()

SVM



In [344]:

    
from sklearn import svm
clf = svm.SVC(decision_function_shape='ovo')
clf.fit(train_input, train_output)









    Out[344]:





SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovo', degree=3, gamma='auto', kernel='rbf',
  max_iter=-1, probability=False, random_state=None, shrinking=True,
  tol=0.001, verbose=False)



In [347]:

    
predicted_output=clf.predict(test_input)
acchist_svm=accuracy_score(test_output, predicted_output)*100
conf.append(confusion_matrix(test_output, predicted_output))



In [346]:

    
acchist_svm









    Out[346]:





76.310679611650485

Neaural Network



In [293]:

    
from sklearn.neural_network import MLPClassifier
clf = MLPClassifier(solver='lbfgs', alpha=1e-5,hidden_layer_sizes=(12,1), random_state=1)
clf.fit(train_input, train_output)                         
MLPClassifier(activation='relu', alpha=1e-05, batch_size='auto',
       beta_1=0.9, beta_2=0.999, early_stopping=False,
       epsilon=1e-08, hidden_layer_sizes=(12,1), learning_rate='constant',
       learning_rate_init=0.01, max_iter=200, momentum=0.9,
       nesterovs_momentum=True, power_t=0.5, random_state=1, shuffle=True,
       solver='lbfgs', tol=0.0001, validation_fraction=0.1, verbose=False,
       warm_start=False)









    Out[293]:





MLPClassifier(activation='relu', alpha=1e-05, batch_size='auto', beta_1=0.9,
       beta_2=0.999, early_stopping=False, epsilon=1e-08,
       hidden_layer_sizes=(12, 1), learning_rate='constant',
       learning_rate_init=0.01, max_iter=200, momentum=0.9,
       nesterovs_momentum=True, power_t=0.5, random_state=1, shuffle=True,
       solver='lbfgs', tol=0.0001, validation_fraction=0.1, verbose=False,
       warm_start=False)



In [294]:

    
pred=clf.predict(test_input)
accuracy_score(test_output, pred)*100









    Out[294]:





42.33009708737864

Feature Selection Using Random Forest



In [33]:

    
stdsc = StandardScaler()
X_train_std = stdsc.fit_transform(train_input)
X_test_std = stdsc.transform(test_input)









    



/Users/gowthamkommineni/anaconda3/lib/python3.5/site-packages/sklearn/utils/validation.py:429: DataConversionWarning: Data with input dtype int64 was converted to float64 by StandardScaler.
  warnings.warn(msg, _DataConversionWarning)



In [34]:

    
X_train_std









    Out[34]:





array([[-0.77663305, -0.88484567, -0.88420156, ..., -0.32056733,
        -0.43794186, -0.4826965 ],
       [-1.03161226, -0.33981009,  0.68322934, ..., -1.13580242,
        -1.40502547, -1.53609901],
       [ 0.84885945,  0.9319396 , -0.13314092, ..., -1.14681911,
        -1.23498879, -1.306645  ],
       ..., 
       [ 0.84885945,  0.9319396 ,  0.92269795, ..., -1.30105277,
        -1.39439817,  0.99832486],
       [-1.67968444, -1.52606401, -1.55906764, ...,  0.18620043,
        -0.27853248, -0.14894521],
       [-0.84037785, -0.69248018, -0.49234383, ...,  0.77008502,
         0.67792384,  0.56027629]])



In [35]:

    
from sklearn.ensemble import RandomForestClassifier

feat_labels = train[1:]

forest = RandomForestClassifier(n_estimators=10,
                                random_state=0,
                                n_jobs=-1)

forest.fit(train_input, train_output)
importances = forest.feature_importances_

indices = np.argsort(importances)[::-1]

for f in range(train_input.shape[1]):
    print("%2d) %-*s %f" % (f + 1, 30, 
                            feat_labels[indices[f]], 
                            importances[indices[f]]))

plt.title('Feature Importances')
plt.bar(range(train_input.shape[1]), 
        importances[indices],
        color='lightblue', 
        align='center')

plt.xticks(range(train_input.shape[1]), 
           feat_labels[indices], rotation=90)
plt.xlim([-1, train_input.shape[1]])
plt.tight_layout()
plt.savefig('./random_forest.png', dpi=300)
plt.show()









    



 1) 504     218
815     255
296     240
348      68
261     255
811     255
192     255
11        0
658     218
1591    255
285     133
788     255
661     255
860       0
1499    200
831      78
48      241
854     255
1240    101
577     208
1517    193
1565     24
1519    255
1395    253
165     255
1024    222
1420     50
1114     32
1295    141
679     255
       ... 
1052    101
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     133
1596    115
1287    207
1599    255
1265     39
1534    144
118     255
276     125
472      92
768     240
632      62
1257    255
480      15
570     255
312     255
1491     61
1670    178
413     255
1273    255
600     255
869     255
1453     10
1449    226
Name: 1801, dtype: int64 0.023255
 2) 504      61
815     255
296     255
348      57
261     255
811     255
192     255
11        0
658     246
1591    255
285     175
788     255
661     255
860       0
1499     35
831     150
48        0
854     255
1240     80
577     255
1517    157
1565      0
1519    255
1395    255
165     255
1024    222
1420     55
1114     32
1295    255
679     255
       ... 
1052    127
1016    164
1696    255
1337     49
282     255
1702    127
464     255
963     221
1596    143
1287     37
1599    255
1265     32
1534     58
118     255
276     244
472     132
768     255
632      52
1257    113
480     255
570     255
312     255
1491      7
1670    153
413     255
1273    255
600     255
869     255
1453     20
1449    208
Name: 2100, dtype: int64 0.017327
 3) 504     143
815     255
296     255
348      48
261     255
811     255
192     255
11      255
658     235
1591    255
285      33
788     255
661     255
860       6
1499    203
831      88
48      152
854     255
1240    217
577     255
1517     81
1565    255
1519    255
1395    255
165     255
1024    171
1420    135
1114     34
1295    168
679     255
       ... 
1052     32
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     176
1596    167
1287    173
1599    193
1265    114
1534    221
118     255
276     165
472     150
768     255
632      58
1257    255
480     255
570     255
312     255
1491     83
1670    143
413     255
1273    195
600     255
869     255
1453    223
1449     71
Name: 1300, dtype: int64 0.017311
 4) 504     216
815     255
296     255
348      52
261     255
811     255
192     255
11        0
658     248
1591    255
285     129
788     255
661     255
860       0
1499    195
831      60
48      234
854     255
1240     82
577     255
1517     91
1565      4
1519    255
1395    255
165     255
1024    222
1420     42
1114    165
1295    140
679     255
       ... 
1052     93
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     178
1596    143
1287    248
1599    255
1265     23
1534    160
118     255
276     174
472     189
768     255
632      59
1257    255
480     255
570     255
312     255
1491     54
1670    192
413     255
1273    255
600     255
869     255
1453     11
1449    126
Name: 1750, dtype: int64 0.015079
 5) 504     197
815     255
296     255
348      47
261     255
811     255
192     255
11      255
658     247
1591    216
285      36
788     255
661     255
860       0
1499    204
831     202
48       64
854     255
1240     44
577     255
1517    111
1565    255
1519    255
1395    255
165     255
1024    222
1420    136
1114     84
1295    255
679     255
       ... 
1052     38
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     177
1596    170
1287    236
1599    255
1265    102
1534    222
118     255
276     183
472      47
768     255
632      63
1257    255
480     255
570     255
312     255
1491    152
1670    181
413     255
1273    210
600     255
869     111
1453    204
1449     69
Name: 1500, dtype: int64 0.014176
 6) 504      69
815     255
296     255
348      56
261     255
811     255
192     255
11        0
658     248
1591    255
285     144
788     255
661     255
860       0
1499    192
831      84
48      255
854     255
1240     64
577     255
1517    217
1565      0
1519    255
1395    255
165     255
1024    222
1420     47
1114     39
1295    132
679     255
       ... 
1052    101
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     184
1596    133
1287    234
1599    255
1265     39
1534    117
118     255
276     217
472     142
768     255
632      54
1257    255
480     255
570     255
312     255
1491     45
1670    182
413     255
1273    255
600     255
869     255
1453      9
1449    244
Name: 1850, dtype: int64 0.013905
 7) 504     134
815     255
296     255
348      49
261     255
811     255
192     255
11      255
658     245
1591    255
285      35
788     255
661     255
860       0
1499    203
831     210
48      103
854     255
1240     57
577     255
1517    134
1565    255
1519    255
1395    255
165     255
1024    222
1420    138
1114     16
1295    255
679     255
       ... 
1052     28
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     177
1596    185
1287    248
1599    255
1265    106
1534    164
118     255
276     182
472      59
768     255
632      54
1257    255
480     255
570     255
312     255
1491    203
1670    178
413     255
1273    207
600     255
869      89
1453    210
1449     64
Name: 1450, dtype: int64 0.013681
 8) 504     122
815     255
296     255
348      54
261     255
811     255
192     255
11        5
658     248
1591    255
285     127
788     255
661     255
860       0
1499    202
831     143
48      218
854     255
1240     42
577     255
1517    153
1565     34
1519    255
1395    255
165     255
1024    222
1420     34
1114    150
1295    255
679     255
       ... 
1052     68
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     111
1596    157
1287    213
1599    213
1265     32
1534    237
118     255
276     202
472     145
768     255
632      60
1257    255
480     255
570     255
312     255
1491     69
1670    192
413     255
1273    245
600     255
869     255
1453     12
1449     75
Name: 1700, dtype: int64 0.012826
 9) 504     195
815      45
296      63
348     218
261     175
811      49
192      81
11        0
658     128
1591    255
285     133
788      21
661     181
860      67
1499    118
831     184
48       60
854     190
1240    114
577      17
1517    212
1565    250
1519    255
1395    255
165     130
1024    165
1420     40
1114    204
1295    255
679      99
       ... 
1052    199
1016    253
1696    255
1337     34
282     193
1702    152
464      95
963     141
1596    225
1287     56
1599    128
1265     55
1534    241
118     102
276     208
472     152
768      19
632     227
1257     66
480     210
570      47
312     203
1491     33
1670    190
413      34
1273    255
600      46
869     255
1453     58
1449    227
Name: 2465, dtype: int64 0.012785
10) 504     185
815      68
296     199
348      47
261      91
811     170
192     131
11        0
658     237
1591    255
285     224
788       8
661      46
860       0
1499    235
831      19
48        0
854      53
1240    225
577     124
1517    223
1565      0
1519    255
1395    255
165      97
1024    222
1420    133
1114    123
1295    255
679     103
       ... 
1052    242
1016    174
1696    255
1337     45
282     196
1702    108
464      34
963     181
1596    109
1287    171
1599    255
1265    155
1534      7
118     196
276      57
472      72
768     105
632      73
1257    255
480     132
570     113
312      26
1491    128
1670    219
413     195
1273    255
600     167
869     255
1453    252
1449    147
Name: 6, dtype: int64 0.011502
11) 504     220
815     223
296       3
348     136
261     138
811     127
192     172
11       54
658      98
1591     91
285     188
788     210
661      19
860     110
1499     25
831      12
48      102
854     219
1240    112
577     234
1517    227
1565     42
1519    146
1395    101
165      33
1024     93
1420     46
1114    160
1295     27
679     202
       ... 
1052    156
1016     20
1696    255
1337    232
282     216
1702    193
464      67
963     169
1596     17
1287    143
1599    125
1265    109
1534     64
118      68
276     134
472     251
768     239
632     246
1257    105
480     231
570     214
312      67
1491    225
1670     40
413     239
1273     17
600     214
869      34
1453    127
1449    110
Name: 1367, dtype: int64 0.010609
12) 504     234
815     132
296     224
348      86
261     234
811     170
192     176
11        0
658     198
1591    255
285     126
788     122
661     148
860       4
1499     60
831     163
48      186
854     130
1240    121
577     143
1517    173
1565    255
1519    255
1395    255
165      61
1024    222
1420    192
1114    158
1295    255
679     122
       ... 
1052     70
1016    255
1696    255
1337     45
282      61
1702    108
464      57
963     234
1596    126
1287    142
1599    169
1265    149
1534    173
118     151
276      22
472      34
768     114
632      92
1257    255
480     160
570     182
312      34
1491    155
1670    225
413     202
1273    255
600     150
869     184
1453    240
1449    208
Name: 38, dtype: int64 0.010121
13) 504     233
815     112
296     226
348      56
261     234
811     158
192     161
11        0
658     148
1591    255
285     134
788      24
661     223
860       0
1499     93
831     105
48       79
854      45
1240     63
577     137
1517     44
1565    144
1519    255
1395    211
165      59
1024    222
1420    187
1114     67
1295    255
679     110
       ... 
1052      3
1016    255
1696    255
1337     42
282      83
1702    108
464     162
963     178
1596    145
1287    199
1599    157
1265    151
1534     84
118     159
276       5
472     216
768     157
632      49
1257    255
480     142
570     156
312      31
1491    142
1670    227
413     188
1273    255
600     142
869     255
1453    243
1449    228
Name: 92, dtype: int64 0.009855
14) 504      16
815     255
296     239
348      59
261     255
811     255
192     255
11        0
658     214
1591    255
285     167
788     255
661     255
860       0
1499     17
831      42
48        0
854     255
1240     93
577     203
1517     65
1565      0
1519    255
1395    255
165     255
1024    222
1420     37
1114     13
1295    255
679     255
       ... 
1052    117
1016     53
1696    255
1337    117
282     255
1702    141
464     255
963     140
1596    129
1287     73
1599    162
1265     12
1534     50
118     255
276     246
472      79
768     213
632      60
1257    247
480      10
570     255
312     255
1491     10
1670    132
413     255
1273    255
600     255
869     255
1453     36
1449    224
Name: 2251, dtype: int64 0.009799
15) 504     177
815      22
296      50
348     194
261     226
811      52
192      77
11        0
658     175
1591    255
285     148
788      20
661     117
860       0
1499    147
831      82
48      244
854     164
1240    122
577      20
1517    169
1565    255
1519    255
1395    255
165     163
1024    222
1420     77
1114    147
1295    255
679      99
       ... 
1052    164
1016    162
1696    255
1337     84
282     196
1702    166
464     126
963      55
1596     43
1287     53
1599    114
1265     39
1534    237
118      68
276     229
472     120
768      20
632     141
1257     95
480     215
570      34
312     119
1491     26
1670    175
413      70
1273    255
600      51
869      49
1453     97
1449    253
Name: 2409, dtype: int64 0.009482
16) 504     231
815     139
296     200
348      87
261     236
811     184
192     137
11      255
658     246
1591    255
285     239
788      52
661     148
860      59
1499    252
831      30
48       53
854     106
1240    163
577     153
1517    179
1565      4
1519    255
1395    255
165      71
1024    222
1420    163
1114    134
1295    255
679     146
       ... 
1052     61
1016    255
1696    255
1337     45
282      35
1702    108
464     137
963     185
1596    165
1287    185
1599    255
1265    197
1534      1
118     185
276      18
472      90
768      96
632     186
1257    255
480     159
570     173
312      93
1491    181
1670    221
413     205
1273    250
600     187
869     255
1453    246
1449    143
Name: 16, dtype: int64 0.008832
17) 504     168
815      32
296      48
348     169
261     229
811      59
192      70
11        0
658     209
1591    255
285     148
788      31
661      49
860       0
1499    156
831      74
48        3
854     135
1240    116
577      18
1517    177
1565      2
1519    255
1395    255
165     168
1024    222
1420     39
1114     77
1295    255
679      95
       ... 
1052    146
1016    173
1696    255
1337     81
282     201
1702    175
464      81
963      61
1596     61
1287     51
1599    119
1265     14
1534    170
118      50
276     225
472      93
768      26
632     103
1257    255
480     218
570      25
312     108
1491     23
1670    180
413      70
1273    255
600      30
869     237
1453    117
1449    253
Name: 2406, dtype: int64 0.008738
18) 504     212
815     176
296     217
348     103
261     183
811     181
192     169
11      234
658     218
1591    255
285     229
788     164
661     133
860     140
1499    226
831     121
48      237
854     150
1240    137
577     175
1517    155
1565    255
1519    255
1395    255
165      64
1024    181
1420    186
1114     79
1295    255
679     148
       ... 
1052     96
1016    255
1696    104
1337     50
282      32
1702    118
464     236
963     188
1596    226
1287    140
1599    255
1265    241
1534     51
118     184
276      73
472      86
768     178
632     185
1257    255
480      31
570     193
312      78
1491    136
1670    240
413     205
1273    182
600     193
869     255
1453    236
1449    184
Name: 25, dtype: int64 0.008081
19) 504     233
815     160
296     220
348      99
261     221
811     172
192     158
11        0
658     229
1591    117
285     185
788      82
661     148
860      84
1499     67
831     244
48      101
854     106
1240    124
577     156
1517    168
1565    245
1519    255
1395    223
165      67
1024    222
1420    190
1114     76
1295    255
679     146
       ... 
1052     21
1016    255
1696     77
1337     42
282      63
1702    108
464     179
963     121
1596    177
1287    196
1599    163
1265    169
1534    191
118     167
276      42
472       8
768     137
632     149
1257    255
480     168
570     183
312      47
1491    127
1670    230
413     206
1273    254
600     188
869     124
1453    225
1449    190
Name: 84, dtype: int64 0.007761
20) 504     202
815      12
296      52
348     207
261     192
811      45
192      91
11        0
658     177
1591    255
285     188
788      12
661     105
860       0
1499    144
831      15
48      249
854     164
1240    132
577      23
1517    128
1565    217
1519    255
1395    255
165     145
1024    222
1420     40
1114    139
1295    255
679     104
       ... 
1052    165
1016    248
1696    255
1337     34
282     197
1702    150
464     115
963     137
1596    193
1287     12
1599    241
1265     32
1534    239
118      63
276     223
472     117
768      18
632     141
1257    123
480     209
570      34
312     181
1491     14
1670    184
413      75
1273    255
600      41
869      75
1453    143
1449    253
Name: 2459, dtype: int64 0.007155
21) 504       1
815      24
296      55
348      17
261      18
811      81
192      69
11       82
658       5
1591    255
285       3
788     181
661      13
860     168
1499    182
831      79
48      138
854       9
1240    170
577       7
1517    116
1565     89
1519     32
1395     50
165      25
1024     90
1420    104
1114    146
1295    155
679     209
       ... 
1052    201
1016     45
1696     34
1337    232
282      22
1702    132
464      28
963     133
1596    128
1287     98
1599     15
1265     81
1534     21
118      85
276      39
472     243
768     229
632     240
1257     77
480     109
570      37
312      84
1491    107
1670     91
413      72
1273    123
600     222
869     255
1453    212
1449     85
Name: 1578, dtype: int64 0.006163
22) 504     250
815     225
296      95
348      15
261     142
811      98
192     176
11      151
658     249
1591     89
285     176
788     162
661     237
860     196
1499     51
831     199
48      158
854     215
1240    127
577     222
1517    213
1565     44
1519      6
1395    109
165      31
1024    171
1420     61
1114    118
1295     14
679      41
       ... 
1052    139
1016     51
1696    150
1337    232
282     218
1702    215
464     152
963     176
1596     25
1287    107
1599     61
1265    132
1534     82
118      95
276     139
472     216
768     134
632     254
1257    150
480     246
570     198
312     110
1491    231
1670    124
413     231
1273      5
600     136
869      95
1453     90
1449    188
Name: 1267, dtype: int64 0.005791
23) 504     196
815     108
296     191
348      78
261     124
811     182
192     153
11      255
658     245
1591    255
285     237
788     104
661     116
860     108
1499    246
831      59
48        0
854     105
1240    172
577     152
1517    140
1565      0
1519    255
1395    255
165      82
1024    222
1420    148
1114    100
1295    255
679     130
       ... 
1052    194
1016    255
1696    255
1337     45
282      56
1702    108
464      73
963     183
1596    163
1287    135
1599    255
1265    172
1534     34
118     185
276      57
472      94
768     107
632     122
1257    255
480     127
570     130
312      27
1491    165
1670    229
413     181
1273    255
600     183
869     255
1453    250
1449    151
Name: 11, dtype: int64 0.005519
24) 504     224
815     225
296     218
348     240
261      82
811     148
192     187
11      100
658      35
1591     59
285     162
788     212
661      18
860     203
1499     99
831     144
48      225
854     147
1240    132
577     193
1517     63
1565     83
1519     17
1395     50
165      11
1024    204
1420    228
1114     77
1295     37
679     194
       ... 
1052    163
1016     47
1696     47
1337    232
282      57
1702    123
464     168
963     148
1596    112
1287    171
1599     76
1265    118
1534     97
118      78
276     206
472     239
768     225
632     185
1257    106
480     245
570     208
312      84
1491    247
1670    137
413     223
1273    109
600     194
869     125
1453    211
1449    110
Name: 1335, dtype: int64 0.005404
25) 504      31
815      59
296      20
348       5
261     168
811      22
192      22
11       96
658       4
1591    255
285       3
788     176
661       9
860      74
1499    175
831     230
48       30
854       4
1240     68
577     135
1517    137
1565     83
1519     37
1395     56
165      11
1024     93
1420     83
1114    138
1295    103
679     175
       ... 
1052    206
1016     54
1696    232
1337    232
282      90
1702    204
464     194
963     143
1596    107
1287     38
1599     25
1265    210
1534      6
118      50
276       7
472     230
768     160
632      12
1257     95
480     243
570     173
312      85
1491    188
1670     86
413     122
1273     85
600     117
869     255
1453    175
1449     96
Name: 1626, dtype: int64 0.005138
26) 504     121
815     127
296      80
348      81
261     255
811     255
192     255
11        0
658     221
1591    255
285     153
788     255
661     255
860       0
1499    151
831      72
48        0
854     202
1240    111
577      12
1517    231
1565      0
1519    255
1395    255
165     238
1024    222
1420     41
1114     58
1295    255
679     255
       ... 
1052    124
1016    196
1696    255
1337     85
282     255
1702    173
464     255
963     124
1596    108
1287      9
1599    250
1265     25
1534    215
118     255
276     238
472      72
768     181
632      62
1257    255
480     206
570     255
312     255
1491     15
1670     88
413      58
1273    255
600     255
869     255
1453    114
1449    253
Name: 2402, dtype: int64 0.005050
27) 504     232
815      68
296     250
348      26
261     134
811     255
192     255
11        0
658     185
1591    255
285      16
788     255
661     157
860       0
1499     95
831      83
48        0
854     255
1240     75
577     195
1517     12
1565      0
1519    255
1395    255
165      56
1024    222
1420    203
1114    123
1295    255
679     251
       ... 
1052     35
1016    255
1696    255
1337     24
282     162
1702    108
464     168
963     171
1596     86
1287    236
1599    255
1265    154
1534     94
118     255
276      53
472       9
768      54
632      15
1257    255
480      99
570     255
312     255
1491     61
1670    227
413     127
1273    255
600     255
869     255
1453    248
1449    225
Name: 98, dtype: int64 0.005044
28) 504      99
815       8
296      88
348       8
261     184
811      18
192      24
11       75
658      28
1591    255
285       5
788     147
661       3
860     127
1499    186
831      64
48       31
854      72
1240     31
577       3
1517     83
1565     77
1519     39
1395     14
165       5
1024    106
1420     64
1114    147
1295    103
679      78
       ... 
1052    212
1016    104
1696    207
1337    232
282      59
1702    219
464     228
963      24
1596     70
1287     40
1599     24
1265     85
1534    129
118      32
276      41
472      43
768     198
632      15
1257    224
480     103
570     193
312      91
1491    146
1670     34
413      27
1273     85
600      50
869     255
1453    201
1449     77
Name: 1677, dtype: int64 0.004545
29) 504     227
815      79
296     227
348      33
261     233
811     255
192     255
11        0
658     164
1591    255
285      14
788     131
661     207
860       0
1499    111
831     153
48        0
854     255
1240     81
577     123
1517     34
1565      0
1519    255
1395    255
165      60
1024    222
1420    211
1114    101
1295    255
679      86
       ... 
1052     33
1016    255
1696    255
1337     50
282     105
1702    108
464     227
963     150
1596    222
1287    202
1599    254
1265    150
1534    107
118     255
276      45
472     119
768     184
632      22
1257    255
480     115
570     121
312     255
1491    137
1670    230
413     165
1273    255
600      99
869     255
1453    245
1449    243
Name: 146, dtype: int64 0.004479
30) 504     198
815      65
296      54
348     216
261     171
811      49
192      79
11        0
658     145
1591    255
285     161
788      19
661     171
860     208
1499    128
831     147
48       71
854     191
1240    141
577      24
1517    179
1565    178
1519    255
1395    255
165     130
1024    208
1420     41
1114    148
1295    255
679     117
       ... 
1052    180
1016    245
1696    255
1337     38
282     194
1702    153
464      94
963     103
1596    173
1287     34
1599    151
1265     51
1534    248
118      98
276     217
472     139
768      17
632     226
1257     71
480     210
570      35
312     176
1491     29
1670    187
413      74
1273    255
600      55
869     255
1453     77
1449    253
Name: 2463, dtype: int64 0.004365
31) 504     201
815      65
296      67
348     156
261     199
811      43
192      82
11        0
658     207
1591    255
285     149
788      10
661      47
860       0
1499    151
831      24
48        0
854     153
1240    128
577      17
1517    198
1565      0
1519    255
1395    255
165     158
1024    222
1420     22
1114    157
1295    255
679      83
       ... 
1052    146
1016    246
1696    255
1337     35
282     202
1702    157
464      75
963     110
1596    230
1287     18
1599    236
1265     15
1534    199
118      56
276     224
472     103
768      16
632      97
1257    255
480     210
570      34
312     186
1491      9
1670    179
413      72
1273    255
600      35
869     237
1453    146
1449    253
Name: 2456, dtype: int64 0.004300
32) 504      38
815     255
296     255
348      27
261     255
811     255
192     255
11      138
658     251
1591    170
285     178
788     255
661     255
860      81
1499    206
831      41
48        0
854     255
1240    119
577     255
1517    182
1565      0
1519    255
1395    255
165     255
1024    222
1420    133
1114    131
1295    194
679     255
       ... 
1052     23
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     143
1596    227
1287    140
1599    255
1265    201
1534     60
118     255
276     146
472     244
768     255
632      36
1257    176
480     255
570     255
312     255
1491    139
1670    203
413     255
1273    255
600     255
869     255
1453    246
1449    187
Name: 450, dtype: int64 0.004299
33) 504      77
815     237
296      41
348       6
261     168
811      23
192      34
11       98
658      13
1591    255
285      11
788     180
661       8
860      46
1499    173
831     236
48      152
854       4
1240     31
577     225
1517    209
1565     91
1519     25
1395     58
165       8
1024     84
1420     82
1114    141
1295     70
679     199
       ... 
1052    202
1016    101
1696    255
1337    232
282      83
1702    220
464     224
963     162
1596    194
1287     35
1599    156
1265     94
1534     12
118      93
276       8
472     200
768      58
632      10
1257     48
480     101
570     195
312      82
1491    191
1670     80
413       5
1273    109
600      13
869     255
1453    164
1449    104
Name: 1624, dtype: int64 0.004294
34) 504     220
815     235
296     226
348     222
261     143
811     121
192     137
11       65
658      96
1591    101
285     246
788     166
661      15
860     165
1499     82
831      79
48       68
854      13
1240    149
577     238
1517    202
1565    110
1519     44
1395     54
165      25
1024    103
1420     38
1114    111
1295    111
679     206
       ... 
1052    181
1016     73
1696     29
1337    232
282      10
1702    108
464     143
963     170
1596     84
1287     56
1599     32
1265    107
1534     33
118      24
276     157
472     223
768     233
632     237
1257    120
480     228
570     213
312     158
1491    250
1670     61
413     240
1273    132
600     216
869     127
1453    229
1449    152
Name: 1380, dtype: int64 0.004207
35) 504     137
815      63
296     255
348      25
261      90
811     255
192     255
11        0
658     159
1591    255
285      52
788     255
661     206
860       0
1499     26
831     244
48        0
854     255
1240     60
577     255
1517      9
1565      0
1519    255
1395    255
165      56
1024    222
1420    206
1114    121
1295    255
679     255
       ... 
1052      3
1016    255
1696    255
1337     50
282     244
1702    108
464     200
963     153
1596     82
1287    247
1599    255
1265    171
1534    142
118     255
276      24
472     137
768     250
632      12
1257    255
480      88
570     255
312     255
1491     63
1670    227
413     123
1273    255
600     255
869     255
1453    246
1449    246
Name: 249, dtype: int64 0.003960
36) 504     219
815     227
296      24
348      14
261      88
811     107
192     171
11       50
658      96
1591     61
285     225
788     174
661      16
860     156
1499     97
831      11
48      151
854     216
1240    115
577     236
1517    235
1565     25
1519     55
1395     95
165      40
1024     94
1420     62
1114    145
1295     18
679     202
       ... 
1052    178
1016     49
1696    255
1337    232
282      40
1702    128
464     109
963     165
1596      4
1287    103
1599    128
1265    112
1534     79
118      50
276     151
472     250
768     240
632     250
1257    102
480     247
570     216
312      45
1491    246
1670     41
413     238
1273      5
600     215
869      53
1453    120
1449    109
Name: 1369, dtype: int64 0.003954
37) 504     246
815     236
296       7
348      93
261     141
811     101
192     133
11      139
658     224
1591     85
285     176
788     185
661     142
860      37
1499     59
831     114
48      103
854     216
1240    175
577     234
1517    226
1565     56
1519     89
1395    103
165      34
1024    141
1420     34
1114    149
1295     21
679     172
       ... 
1052    162
1016     17
1696    200
1337    232
282     218
1702    187
464      12
963     210
1596     59
1287     50
1599     65
1265    120
1534     82
118      84
276     145
472     249
768     226
632     253
1257     94
480     241
570     210
312      48
1491    241
1670    133
413     238
1273     43
600     168
869      14
1453    130
1449    120
Name: 1316, dtype: int64 0.003803
38) 504     233
815     171
296     220
348      90
261     236
811     179
192     165
11        0
658     211
1591    182
285     222
788     182
661     171
860      65
1499     80
831     124
48       53
854      84
1240    155
577     170
1517    203
1565    254
1519    255
1395    255
165      58
1024    220
1420    173
1114    121
1295    255
679     151
       ... 
1052     35
1016    255
1696    197
1337     48
282      24
1702    108
464     213
963     197
1596    217
1287    199
1599    255
1265    189
1534    141
118     178
276      82
472       7
768     118
632     173
1257    255
480      81
570     185
312      43
1491     46
1670    243
413     213
1273    219
600     188
869     255
1453    233
1449    239
Name: 30, dtype: int64 0.003782
39) 504     150
815      62
296      30
348     220
261     168
811      52
192      98
11      220
658      88
1591    255
285     168
788      17
661     197
860     140
1499    112
831     194
48       61
854     165
1240     95
577     156
1517    119
1565    255
1519    255
1395    255
165     130
1024    221
1420     43
1114    173
1295    255
679     119
       ... 
1052     61
1016    249
1696    255
1337     34
282     148
1702    155
464      75
963     135
1596    212
1287    153
1599    108
1265     10
1534    138
118      55
276     210
472     161
768      16
632     227
1257    255
480     208
570      45
312     206
1491    119
1670    198
413      65
1273    255
600      62
869     255
1453     35
1449    208
Name: 2473, dtype: int64 0.003775
40) 504     234
815     170
296     215
348     107
261     164
811     182
192     161
11      255
658     224
1591    255
285     231
788      60
661     149
860      85
1499    233
831      23
48      191
854     132
1240    127
577     174
1517    160
1565    255
1519    255
1395    255
165      64
1024    188
1420    177
1114     82
1295    255
679     156
       ... 
1052     41
1016    255
1696    255
1337     49
282      26
1702    108
464     239
963     210
1596    208
1287    193
1599    255
1265    242
1534      3
118     181
276      98
472      35
768      78
632     183
1257    255
480      50
570     189
312      32
1491    169
1670    236
413     214
1273    200
600     192
869     255
1453    240
1449    192
Name: 23, dtype: int64 0.003518
41) 504     172
815      67
296      26
348       9
261     154
811      55
192       4
11      121
658      82
1591     90
285      74
788       0
661     185
860     230
1499    196
831     100
48      153
854      96
1240    213
577      42
1517    224
1565     31
1519     76
1395     20
165       5
1024    114
1420     52
1114     90
1295     75
679     108
       ... 
1052    218
1016     62
1696    246
1337    233
282       2
1702    219
464      15
963      35
1596    217
1287     66
1599     28
1265    143
1534    190
118      23
276      19
472      14
768      59
632     184
1257    162
480     107
570      13
312      98
1491    189
1670     80
413      82
1273    154
600       2
869     255
1453    157
1449     97
Name: 1824, dtype: int64 0.003442
42) 504      52
815      53
296      96
348     134
261     221
811     250
192     255
11        0
658      54
1591    241
285     182
788       3
661      56
860       0
1499      0
831     117
48        0
854      70
1240    156
577     205
1517    104
1565      0
1519    255
1395    181
165      69
1024    222
1420     58
1114    103
1295     70
679      82
       ... 
1052    211
1016    255
1696    255
1337     80
282     101
1702    163
464     192
963     157
1596    109
1287    170
1599    103
1265     40
1534    141
118     255
276     239
472     119
768       7
632      48
1257    255
480     219
570      22
312     255
1491     14
1670     65
413      20
1273    255
600      27
869     255
1453     20
1449    227
Name: 2445, dtype: int64 0.003328
43) 504     131
815     193
296     196
348     116
261      92
811     158
192     110
11      255
658     174
1591     66
285     219
788     108
661     171
860      73
1499    222
831     191
48      227
854     132
1240     52
577     171
1517    154
1565    123
1519    255
1395     80
165      81
1024    133
1420     73
1114     99
1295    255
679     140
       ... 
1052    208
1016    255
1696     23
1337    207
282      73
1702    220
464      49
963     185
1596    175
1287    205
1599     78
1265    224
1534    227
118     171
276      84
472     204
768     196
632     157
1257    255
480      69
570     185
312      79
1491     56
1670    139
413     209
1273     59
600     169
869     155
1453     25
1449    125
Name: 329, dtype: int64 0.003250
44) 504     214
815      75
296     228
348      30
261     214
811     255
192     255
11        0
658     177
1591    255
285      23
788     255
661     202
860       0
1499    118
831     129
48        0
854     255
1240     66
577     110
1517     46
1565      0
1519    255
1395    255
165      58
1024    222
1420    212
1114    100
1295    255
679      92
       ... 
1052     51
1016    255
1696    255
1337     51
282     117
1702    108
464     236
963     156
1596    192
1287    184
1599    255
1265    164
1534    111
118     255
276       7
472      70
768     158
632      18
1257    255
480      87
570     213
312     255
1491     75
1670    229
413     178
1273    255
600     254
869     255
1453    246
1449    241
Name: 147, dtype: int64 0.003204
45) 504      41
815     217
296     156
348     158
261     189
811     188
192      47
11       84
658      56
1591     78
285     213
788     117
661     209
860      91
1499     20
831      41
48      123
854     163
1240     36
577     170
1517    148
1565    103
1519     20
1395    127
165     124
1024     95
1420    164
1114    118
1295     53
679     165
       ... 
1052    222
1016    253
1696    162
1337    169
282      82
1702    163
464     138
963     185
1596     76
1287    224
1599    106
1265    211
1534     50
118     148
276     176
472     162
768     206
632       9
1257    155
480      18
570     143
312     175
1491    214
1670     18
413     173
1273      4
600     126
869     138
1453    186
1449    193
Name: 1024, dtype: int64 0.003037
46) 504      46
815     255
296     255
348      26
261     255
811     255
192     255
11        0
658     252
1591    255
285     214
788     255
661     255
860       0
1499    209
831      12
48        0
854     255
1240    213
577     255
1517    216
1565      0
1519    255
1395    255
165     255
1024    222
1420    122
1114    111
1295    255
679     255
       ... 
1052     15
1016    255
1696    255
1337     56
282     255
1702    108
464     255
963     165
1596    233
1287    150
1599    255
1265    186
1534     10
118     255
276     168
472      60
768     255
632      27
1257    254
480     255
570     255
312     255
1491    191
1670    202
413     255
1273    255
600     255
869     255
1453    254
1449    158
Name: 200, dtype: int64 0.002993
47) 504     215
815     239
296     190
348     157
261     129
811     125
192     134
11       45
658      26
1591     67
285     194
788     187
661      15
860     219
1499    105
831     223
48       45
854      33
1240    167
577     199
1517     55
1565     78
1519     39
1395     50
165      10
1024    151
1420     76
1114     84
1295    101
679     172
       ... 
1052    173
1016    116
1696     24
1337    232
282       9
1702    118
464     179
963      14
1596     19
1287     62
1599    167
1265    109
1534     11
118      91
276     161
472     193
768     221
632     193
1257     48
480     236
570     218
312      47
1491    203
1670     84
413     240
1273    117
600     218
869     235
1453    227
1449    105
Name: 1384, dtype: int64 0.002898
48) 504     219
815     235
296     232
348     173
261      60
811     107
192     164
11       74
658      13
1591    255
285     252
788     187
661       5
860     155
1499     56
831      24
48       41
854      12
1240     54
577     236
1517    187
1565    108
1519     21
1395     21
165      39
1024     99
1420     70
1114    107
1295    121
679     199
       ... 
1052    170
1016    255
1696    255
1337    232
282      18
1702    222
464     172
963     206
1596      9
1287     52
1599     78
1265    117
1534     46
118     135
276     160
472     251
768     240
632      70
1257     60
480     246
570     218
312     195
1491    253
1670     50
413     241
1273      4
600     216
869      94
1453    173
1449    161
Name: 1373, dtype: int64 0.002879
49) 504     201
815      29
296      52
348     187
261     190
811      45
192      77
11        0
658     201
1591    255
285     150
788       8
661      58
860       0
1499    149
831      26
48        4
854     151
1240    124
577      18
1517     57
1565      4
1519    255
1395    255
165     152
1024    222
1420     35
1114    216
1295    255
679      94
       ... 
1052    156
1016    249
1696    255
1337     34
282     192
1702    159
464      85
963     103
1596    219
1287     38
1599    233
1265     26
1534    154
118      63
276     225
472     109
768      18
632     111
1257    255
480     210
570      39
312     183
1491     11
1670    179
413      75
1273    255
600      32
869      67
1453    149
1449    253
Name: 2457, dtype: int64 0.002848
50) 504      30
815     201
296     149
348     154
261      60
811     191
192      25
11       63
658      95
1591     67
285     212
788     135
661     219
860     163
1499     12
831     183
48      136
854     159
1240    174
577     173
1517    113
1565     65
1519     40
1395    134
165     152
1024     43
1420    136
1114    253
1295     10
679     176
       ... 
1052    105
1016    152
1696     25
1337     60
282      67
1702    201
464     167
963     149
1596     61
1287    121
1599     67
1265    243
1534     86
118     112
276     176
472     222
768     140
632     183
1257    120
480      72
570     157
312      23
1491    212
1670    164
413     177
1273    159
600     148
869     124
1453    149
1449     43
Name: 871, dtype: int64 0.002798
51) 504     215
815     226
296     231
348      99
261      37
811     136
192     185
11       74
658      16
1591    199
285     247
788     164
661       4
860     149
1499     65
831      23
48       65
854      10
1240     90
577     195
1517    188
1565     71
1519     27
1395     57
165      33
1024     94
1420     69
1114     82
1295     63
679     210
       ... 
1052    180
1016    166
1696    255
1337    232
282       8
1702    189
464     123
963     160
1596     13
1287     26
1599    110
1265    100
1534     52
118     135
276     154
472     251
768     239
632     243
1257     64
480     214
570     218
312     171
1491    251
1670     74
413     240
1273      5
600     220
869      57
1453    166
1449    102
Name: 1423, dtype: int64 0.002785
52) 504     187
815      45
296      52
348       9
261     163
811      14
192      71
11       77
658       3
1591     58
285      49
788     134
661       8
860     229
1499    212
831      24
48       52
854     161
1240    203
577      11
1517    241
1565     61
1519     73
1395     14
165       8
1024     53
1420     45
1114    143
1295     99
679      90
       ... 
1052    217
1016     43
1696     34
1337    232
282     121
1702    232
464      24
963      40
1596    137
1287     39
1599    217
1265     80
1534    217
118       6
276      18
472     113
768     226
632     116
1257    255
480     166
570       7
312      69
1491    140
1670     29
413     216
1273    129
600      75
869     255
1453    196
1449     61
Name: 1779, dtype: int64 0.002729
53) 504     210
815      39
296     116
348     170
261     156
811      14
192     157
11       85
658      39
1591     15
285      60
788     146
661     106
860     227
1499     91
831     198
48      156
854      63
1240     95
577      68
1517     57
1565    255
1519    219
1395    119
165     204
1024     34
1420    203
1114     47
1295     94
679     103
       ... 
1052    189
1016     52
1696    175
1337    232
282     139
1702    108
464      77
963     164
1596    183
1287    228
1599    110
1265     66
1534    193
118     112
276     197
472     184
768     120
632      80
1257      3
480      45
570      98
312     171
1491     91
1670    199
413      93
1273     73
600      36
869     255
1453     78
1449     47
Name: 1643, dtype: int64 0.002669
54) 504     235
815     142
296     224
348      90
261     234
811     173
192     169
11        0
658     210
1591    247
285     160
788      68
661     148
860      42
1499     97
831     109
48       53
854     105
1240    123
577     158
1517    175
1565    255
1519    255
1395    255
165      61
1024    222
1420    188
1114     86
1295    255
679     126
       ... 
1052     72
1016    255
1696    122
1337     45
282      60
1702    108
464      15
963     202
1596    116
1287    181
1599    190
1265    149
1534    178
118     155
276       8
472      30
768     107
632      93
1257    255
480     159
570     174
312      36
1491    156
1670    237
413     203
1273    255
600     151
869     169
1453    240
1449    207
Name: 37, dtype: int64 0.002633
55) 504      94
815     255
296     250
348      26
261     255
811     255
192     255
11        0
658     242
1591    255
285     222
788     255
661     255
860       0
1499    224
831      53
48        0
854     255
1240    238
577     219
1517    216
1565      0
1519    255
1395    255
165     255
1024    222
1420    119
1114     72
1295    255
679     255
       ... 
1052      8
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963      51
1596    193
1287    151
1599    255
1265    168
1534     69
118     255
276      79
472      65
768     212
632      34
1257    255
480      86
570     255
312     255
1491    191
1670    206
413     255
1273    255
600     255
869     255
1453    255
1449    151
Name: 51, dtype: int64 0.002622
56) 504     102
815     202
296      66
348     197
261     198
811      82
192      75
11      205
658     102
1591     38
285     123
788      37
661     193
860     226
1499    229
831     130
48      166
854     162
1240    143
577     217
1517    123
1565    255
1519    255
1395    186
165     174
1024     16
1420     84
1114    213
1295     48
679      64
       ... 
1052     58
1016    178
1696    214
1337    114
282     176
1702     94
464     166
963     194
1596    101
1287    143
1599     21
1265     20
1534    183
118      25
276     217
472     132
768      38
632     228
1257    254
480       9
570      53
312     130
1491    106
1670    148
413      15
1273    162
600      59
869     255
1453    133
1449    251
Name: 2278, dtype: int64 0.002582
57) 504     152
815     101
296      60
348     205
261     177
811      69
192      64
11      196
658     140
1591    207
285      85
788      41
661     216
860     120
1499    146
831      42
48       56
854     177
1240    147
577     198
1517    122
1565    159
1519    255
1395    165
165     224
1024     70
1420    239
1114    216
1295     65
679      60
       ... 
1052     43
1016     25
1696      6
1337     74
282     147
1702    171
464     191
963     158
1596     39
1287     62
1599     21
1265     27
1534    247
118     101
276      44
472      58
768      66
632     227
1257     39
480     196
570      56
312     129
1491    164
1670     83
413      32
1273    122
600      70
869     255
1453     83
1449     99
Name: 2173, dtype: int64 0.002561
58) 504      65
815     255
296     255
348      56
261     255
811     255
192     255
11        0
658     246
1591    255
285     157
788     255
661     255
860       0
1499     38
831      99
48        3
854     255
1240     82
577     255
1517     97
1565      0
1519    255
1395    255
165     255
1024    222
1420     47
1114     26
1295    255
679     255
       ... 
1052    115
1016    149
1696    255
1337     49
282     255
1702     89
464     255
963     212
1596    137
1287     81
1599    255
1265     29
1534     76
118     255
276     246
472      78
768     255
632      52
1257     97
480     255
570     255
312     255
1491      8
1670    162
413     255
1273    255
600     255
869     255
1453     16
1449    211
Name: 2050, dtype: int64 0.002549
59) 504     136
815     105
296      73
348      97
261       6
811      81
192     173
11       79
658      12
1591     74
285     250
788     201
661      25
860     114
1499    113
831      43
48      171
854      67
1240    136
577      64
1517    191
1565     27
1519     35
1395     82
165       9
1024     96
1420     84
1114    145
1295    111
679     207
       ... 
1052    181
1016    161
1696    255
1337    232
282      19
1702    118
464      68
963     213
1596     40
1287     22
1599    238
1265     97
1534     72
118     123
276     139
472     243
768     230
632     224
1257    142
480     212
570     154
312      71
1491    244
1670     84
413      51
1273    117
600     213
869     233
1453    150
1449    107
Name: 1520, dtype: int64 0.002462
60) 504      39
815      54
296      82
348     145
261     217
811      64
192     153
11        0
658      64
1591    173
285     175
788       5
661      68
860       0
1499      0
831     121
48        0
854      29
1240    152
577     206
1517     92
1565      0
1519    255
1395    211
165     111
1024    222
1420     43
1114    182
1295     91
679      81
       ... 
1052    224
1016    255
1696    255
1337     84
282      40
1702    162
464     206
963     215
1596     65
1287    118
1599    100
1265     45
1534    124
118     145
276     243
472     114
768       5
632      55
1257    255
480     218
570      22
312     158
1491     45
1670     58
413      24
1273    255
600      30
869     255
1453     20
1449    227
Name: 2444, dtype: int64 0.002440
61) 504     139
815      49
296      45
348      94
261      55
811     255
192     255
11      242
658     167
1591    105
285      25
788     118
661      43
860      51
1499    211
831     193
48      112
854      66
1240    182
577      66
1517    145
1565    255
1519    255
1395    164
165     240
1024    105
1420    149
1114    206
1295    255
679     174
       ... 
1052     80
1016    255
1696    255
1337    232
282     238
1702    108
464     183
963     229
1596    172
1287    237
1599    211
1265    112
1534    161
118     255
276     106
472      57
768     149
632     105
1257     47
480      26
570      86
312     255
1491    247
1670    159
413      93
1273     98
600      81
869      15
1453    176
1449     47
Name: 1404, dtype: int64 0.002405
62) 504      55
815     123
296     198
348      82
261      32
811      88
192      45
11       17
658     207
1591     83
285      21
788     157
661     214
860      88
1499    150
831     108
48       65
854      84
1240    119
577     115
1517     37
1565     53
1519    255
1395     43
165     105
1024    176
1420    237
1114    226
1295    255
679      98
       ... 
1052     25
1016     46
1696     38
1337    104
282      36
1702    108
464      10
963      18
1596     77
1287     43
1599    124
1265    202
1534    177
118     146
276      89
472      92
768     108
632      72
1257    162
480     144
570     116
312      83
1491    174
1670    228
413     144
1273     89
600     122
869     151
1453     76
1449     21
Name: 592, dtype: int64 0.002351
63) 504      38
815      80
296      28
348     218
261     228
811      62
192      86
11        4
658     107
1591    255
285     107
788      14
661     193
860     207
1499    110
831     172
48      178
854     183
1240     14
577      21
1517    228
1565    206
1519    255
1395    104
165     151
1024     56
1420     58
1114    198
1295    255
679      52
       ... 
1052    187
1016    154
1696    255
1337     98
282     171
1702    169
464     112
963     157
1596     59
1287     61
1599     20
1265     41
1534    236
118      80
276     220
472     157
768      16
632     229
1257     22
480     222
570      47
312     117
1491    117
1670    177
413      60
1273    206
600      54
869     255
1453     45
1449    218
Name: 2368, dtype: int64 0.002329
64) 504      23
815     220
296      93
348       8
261      24
811      74
192      98
11       54
658       3
1591    254
285      19
788     187
661      14
860     169
1499    183
831     126
48      153
854       8
1240    130
577     205
1517    195
1565     92
1519     47
1395     46
165      32
1024    103
1420     49
1114    132
1295    150
679     204
       ... 
1052    204
1016     79
1696     20
1337    232
282      14
1702    118
464      29
963     115
1596    112
1287    163
1599    127
1265     77
1534      6
118      34
276      26
472     235
768     226
632     234
1257     71
480     112
570      41
312      50
1491    166
1670     93
413     229
1273    118
600     211
869     255
1453    213
1449     85
Name: 1580, dtype: int64 0.002240
65) 504      65
815     195
296     158
348     232
261      45
811     183
192     121
11      255
658      77
1591      6
285     165
788     114
661     138
860     168
1499     15
831     106
48      105
854     165
1240    183
577     171
1517     67
1565     40
1519     39
1395    101
165     166
1024    159
1420    115
1114    103
1295    125
679     127
       ... 
1052    120
1016     63
1696     32
1337     27
282      83
1702    196
464      79
963     165
1596     58
1287    211
1599    115
1265    199
1534    202
118     155
276     112
472     227
768      94
632     157
1257     25
480     159
570     154
312     147
1491     66
1670    102
413     184
1273    105
600     108
869      48
1453    226
1449     12
Name: 833, dtype: int64 0.002216
66) 504       7
815     214
296     217
348      14
261     134
811     106
192     159
11       34
658       5
1591    255
285       3
788     172
661      21
860     155
1499    130
831     164
48      162
854       2
1240     12
577     208
1517    123
1565    107
1519     40
1395     66
165      26
1024     94
1420     92
1114    105
1295     14
679     215
       ... 
1052    187
1016    138
1696    113
1337    232
282      21
1702    254
464     123
963     149
1596     71
1287     17
1599    189
1265    222
1534     15
118      21
276     130
472     224
768     230
632       4
1257    127
480     128
570     216
312      86
1491    248
1670     38
413     186
1273     54
600     226
869     255
1453    186
1449     99
Name: 1476, dtype: int64 0.002180
67) 504      54
815     255
296     255
348      26
261     255
811     255
192     255
11        1
658     251
1591    255
285     194
788     255
661     255
860      10
1499    223
831      31
48        0
854     255
1240    185
577     255
1517    181
1565      0
1519    255
1395    255
165     255
1024    222
1420    125
1114    116
1295    255
679     255
       ... 
1052     19
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     126
1596    235
1287    143
1599    255
1265    199
1534     79
118     255
276     148
472      34
768     255
632      31
1257    105
480     255
570     255
312     255
1491    143
1670    198
413     255
1273    255
600     255
869     255
1453    252
1449    173
Name: 300, dtype: int64 0.002166
68) 504      46
815     228
296      26
348      32
261       4
811      28
192     124
11       30
658       6
1591     73
285     249
788     149
661      15
860     119
1499    165
831      32
48      122
854      27
1240    202
577     217
1517    131
1565     31
1519     31
1395     80
165      36
1024     66
1420     41
1114    149
1295    106
679     198
       ... 
1052    197
1016     60
1696    255
1337    232
282      22
1702    125
464      25
963     230
1596    164
1287    138
1599    255
1265     94
1534     91
118      63
276      86
472     241
768     225
632      13
1257     68
480     230
570     204
312     102
1491    239
1670     81
413     218
1273    117
600     211
869     255
1453    133
1449    101
Name: 1568, dtype: int64 0.002142
69) 504      38
815     218
296     161
348     167
261      63
811      77
192      71
11       92
658      62
1591     87
285     207
788     116
661     224
860      88
1499     26
831      39
48      150
854     114
1240     40
577     170
1517    161
1565     65
1519     19
1395    121
165     180
1024     67
1420    133
1114    133
1295      6
679     162
       ... 
1052     64
1016    207
1696    151
1337    169
282      86
1702    178
464     134
963     205
1596     21
1287     54
1599     75
1265    215
1534     56
118     114
276     172
472     168
768     205
632     184
1257    142
480      14
570     163
312     174
1491    213
1670     95
413     156
1273      4
600     131
869     140
1453    178
1449    175
Name: 1023, dtype: int64 0.002140
70) 504     214
815      85
296      82
348     169
261      15
811      50
192     122
11      217
658     163
1591     75
285      29
788     171
661     117
860      55
1499    140
831     218
48      202
854     146
1240     59
577      71
1517    134
1565     59
1519    255
1395    111
165      55
1024     39
1420    151
1114    154
1295    255
679      49
       ... 
1052     83
1016    255
1696    255
1337    232
282     170
1702    108
464     219
963     235
1596     79
1287    163
1599     67
1265    101
1534    240
118     131
276     111
472      99
768     110
632     198
1257     47
480      90
570      92
312     153
1491    137
1670     57
413     123
1273    117
600      15
869      13
1453    183
1449     38
Name: 1508, dtype: int64 0.002131
71) 504     119
815      31
296      31
348     153
261     151
811      28
192      75
11        0
658     177
1591    255
285     141
788      71
661      58
860       5
1499    167
831     101
48       88
854      84
1240     69
577      52
1517    204
1565    179
1519    255
1395    190
165     226
1024    159
1420     50
1114     91
1295    125
679      22
       ... 
1052    138
1016    174
1696    255
1337    114
282     141
1702    108
464     210
963      58
1596    142
1287     88
1599    167
1265     40
1534     26
118      76
276     231
472      24
768      37
632     118
1257     26
480      65
570     134
312     122
1491     24
1670     14
413      47
1273    164
600      29
869      50
1453     20
1449    193
Name: 1956, dtype: int64 0.002096
72) 504      40
815     218
296      16
348       9
261     110
811      65
192     129
11       90
658      13
1591    251
285     238
788     215
661       7
860     115
1499    159
831     228
48      153
854      12
1240    180
577     223
1517    174
1565     86
1519     35
1395     61
165       6
1024     94
1420    131
1114    120
1295    123
679     204
       ... 
1052    197
1016     92
1696    255
1337    232
282      68
1702    226
464      92
963     164
1596    180
1287     69
1599    175
1265     91
1534     17
118      35
276      49
472     244
768     214
632      10
1257     47
480     233
570      79
312      74
1491    189
1670     94
413     169
1273    120
600     126
869     255
1453    161
1449    100
Name: 1574, dtype: int64 0.002043
73) 504      64
815     212
296     145
348     188
261     198
811     192
192      45
11      107
658      48
1591     76
285     185
788      87
661     148
860     147
1499     25
831      53
48       45
854     199
1240     52
577     158
1517    108
1565     72
1519     30
1395     97
165     189
1024     95
1420     88
1114     76
1295     74
679     167
       ... 
1052     39
1016    253
1696    169
1337    138
282     113
1702    169
464     131
963     189
1596     82
1287    201
1599     67
1265    164
1534     29
118     116
276     187
472     174
768     205
632     183
1257    255
480      20
570     163
312     171
1491    162
1670    113
413     205
1273    146
600     115
869     255
1453    229
1449    166
Name: 1030, dtype: int64 0.002039
74) 504     148
815     154
296      49
348     170
261     174
811      31
192      90
11      129
658      63
1591     31
285      98
788      75
661     180
860      67
1499    182
831      95
48       54
854     164
1240     32
577      34
1517    145
1565    192
1519    255
1395    148
165     200
1024     26
1420     97
1114    165
1295     71
679      23
       ... 
1052    227
1016    164
1696     22
1337    113
282     141
1702    246
464     134
963     147
1596     61
1287     81
1599     35
1265     31
1534    230
118      12
276      15
472     147
768      53
632     206
1257     96
480     206
570      38
312     155
1491     54
1670     82
413      45
1273     72
600     103
869      16
1453     84
1449     47
Name: 2032, dtype: int64 0.002010
75) 504     243
815     239
296      92
348      12
261     109
811     103
192     148
11       66
658     161
1591     61
285     204
788     177
661      90
860     158
1499     82
831     120
48      139
854     219
1240     94
577     235
1517    237
1565     17
1519     56
1395     98
165      30
1024    104
1420     82
1114    136
1295     13
679     156
       ... 
1052    144
1016     38
1696    187
1337    232
282     156
1702    186
464     179
963     181
1596      7
1287    117
1599     33
1265    112
1534     68
118      91
276     137
472     248
768     227
632     253
1257     89
480     245
570     211
312     136
1491    238
1670     81
413     241
1273      6
600     170
869      14
1453    107
1449    182
Name: 1319, dtype: int64 0.002004
76) 504     192
815     148
296     203
348     102
261     151
811     184
192     129
11      255
658     244
1591    255
285     238
788      54
661     170
860      64
1499    212
831      74
48      214
854     107
1240    158
577     154
1517    219
1565    169
1519    255
1395    250
165      71
1024    221
1420    184
1114     92
1295    255
679     152
       ... 
1052    222
1016    255
1696    255
1337     40
282      40
1702    108
464      16
963     180
1596    160
1287    154
1599    255
1265    214
1534     33
118     189
276       9
472      11
768     116
632     163
1257    179
480     146
570     174
312      72
1491    206
1670    246
413     194
1273    207
600     187
869     255
1453    240
1449    149
Name: 67, dtype: int64 0.002000
77) 504      31
815      13
296     244
348      34
261      92
811     255
192     255
11        1
658     200
1591    192
285      67
788     255
661     229
860       0
1499     35
831      95
48       50
854     255
1240     64
577     192
1517     15
1565    175
1519    255
1395    255
165     133
1024    222
1420    243
1114     85
1295    255
679     242
       ... 
1052     48
1016    248
1696    138
1337    121
282     159
1702    108
464      96
963     193
1596    111
1287    200
1599    225
1265    194
1534    103
118     255
276      87
472     117
768      65
632      21
1257    255
480     116
570     255
312     255
1491    115
1670    244
413     107
1273    236
600     255
869     255
1453    148
1449     22
Name: 748, dtype: int64 0.001998
78) 504     221
815      37
296     122
348     167
261     120
811      11
192     173
11      140
658      14
1591     73
285      76
788     169
661       7
860      74
1499    248
831     199
48       62
854     109
1240     99
577      14
1517     71
1565    132
1519    255
1395    105
165      44
1024     76
1420    162
1114     74
1295    255
679      65
       ... 
1052    185
1016    235
1696    255
1337    232
282       4
1702    100
464      14
963     208
1596     38
1287    149
1599    255
1265    112
1534     77
118     128
276     135
472     192
768     228
632     152
1257     64
480     123
570      80
312     127
1491    242
1670     34
413      27
1273     82
600     197
869       5
1453    191
1449     25
Name: 1410, dtype: int64 0.001965
79) 504     198
815      23
296      39
348     181
261     190
811      48
192      90
11        0
658     184
1591    255
285     146
788       9
661      69
860       0
1499    148
831      19
48      161
854     164
1240    131
577      25
1517    150
1565    217
1519    255
1395    255
165     141
1024    222
1420     36
1114    148
1295    255
679      95
       ... 
1052    158
1016    251
1696    255
1337     34
282     192
1702    157
464     101
963      92
1596    204
1287     31
1599    233
1265     24
1534    235
118      69
276     230
472      91
768      18
632     118
1257    255
480     210
570      31
312     174
1491      9
1670    182
413      74
1273    255
600      55
869      50
1453    147
1449    253
Name: 2458, dtype: int64 0.001954
80) 504     147
815     111
296      48
348     212
261     196
811      43
192      85
11      148
658     185
1591    255
285     119
788      43
661     214
860     230
1499    128
831      43
48       34
854     194
1240    220
577     196
1517    181
1565     12
1519    255
1395    161
165     217
1024     14
1420    196
1114    217
1295     65
679      67
       ... 
1052     31
1016     20
1696    255
1337     44
282     162
1702    167
464     190
963     178
1596     52
1287    108
1599     31
1265     30
1534     34
118      95
276     102
472      68
768     141
632     227
1257    252
480     201
570      57
312       7
1491    148
1670     74
413      18
1273    125
600      53
869     255
1453     93
1449    215
Name: 2169, dtype: int64 0.001936
81) 504       1
815      35
296      40
348      20
261      93
811     120
192      39
11       49
658       3
1591    255
285       2
788     183
661      18
860     198
1499    157
831     129
48      138
854      10
1240    217
577      29
1517     91
1565     96
1519     35
1395     52
165      13
1024     95
1420     32
1114    117
1295     91
679     213
       ... 
1052    196
1016     45
1696     30
1337    232
282      42
1702    133
464      80
963     156
1596     47
1287    189
1599     20
1265     90
1534     17
118     128
276      80
472     243
768     235
632     187
1257     50
480     204
570     192
312      83
1491    122
1670    100
413     138
1273    106
600     205
869     255
1453    216
1449     83
Name: 1528, dtype: int64 0.001934
82) 504     165
815     125
296      92
348      16
261       5
811      21
192      89
11       56
658       6
1591     55
285     231
788      98
661      14
860      35
1499    183
831      37
48       93
854      26
1240     64
577     169
1517    196
1565     75
1519      3
1395     90
165       5
1024     95
1420     41
1114    185
1295    255
679     195
       ... 
1052     69
1016     15
1696    255
1337    232
282      46
1702    118
464      86
963     166
1596     97
1287     61
1599    255
1265     96
1534     68
118      58
276      60
472     153
768     221
632      81
1257     52
480     229
570     156
312      50
1491    217
1670     81
413     125
1273    121
600     209
869     117
1453    112
1449    100
Name: 1565, dtype: int64 0.001930
83) 504     230
815     233
296     188
348     151
261      95
811     129
192     168
11       61
658     116
1591     48
285     246
788     176
661      25
860     145
1499     80
831     149
48       68
854      34
1240    119
577     235
1517    206
1565    116
1519     43
1395     56
165      21
1024    180
1420     51
1114    149
1295    104
679     193
       ... 
1052    171
1016     49
1696    140
1337    232
282      72
1702    108
464     131
963     154
1596     56
1287    166
1599     46
1265    120
1534     32
118      23
276     205
472     246
768     229
632     246
1257    124
480     242
570     207
312     192
1491    250
1670     85
413     231
1273    132
600     191
869      50
1453    218
1449    164
Name: 1330, dtype: int64 0.001926
84) 504       3
815      97
296      65
348       8
261     163
811     100
192     149
11       79
658       5
1591    255
285       1
788     202
661      15
860     166
1499    151
831     193
48       47
854       3
1240     51
577     145
1517    159
1565     99
1519     39
1395     61
165      25
1024     94
1420     96
1114    108
1295     27
679     211
       ... 
1052    195
1016     54
1696    221
1337    232
282      63
1702    251
464      35
963     149
1596     78
1287     41
1599     38
1265    237
1534      7
118      40
276      65
472     243
768     236
632       7
1257    190
480     202
570     194
312      72
1491    210
1670     96
413     134
1273    102
600     211
869     255
1453    179
1449    100
Name: 1526, dtype: int64 0.001896
85) 504     128
815      89
296     169
348      77
261      73
811     162
192     165
11      255
658     239
1591    255
285     202
788     159
661      78
860     252
1499    244
831     133
48        0
854      66
1240    136
577     116
1517    181
1565      0
1519    124
1395     56
165      93
1024    222
1420    150
1114    106
1295      4
679     111
       ... 
1052    247
1016     27
1696    255
1337    107
282     223
1702    108
464      61
963     193
1596    163
1287    196
1599    255
1265    195
1534     66
118     191
276     134
472      53
768      80
632     109
1257    255
480     142
570     115
312      45
1491    140
1670    225
413     184
1273    232
600     159
869     255
1453    246
1449    157
Name: 208, dtype: int64 0.001880
86) 504     124
815      51
296      54
348     187
261     177
811      24
192     103
11        3
658      68
1591    254
285     160
788       7
661      77
860       8
1499      0
831     146
48        0
854      45
1240    147
577     207
1517     90
1565      0
1519    255
1395     55
165      77
1024    222
1420     73
1114    102
1295     27
679      90
       ... 
1052    249
1016    255
1696    255
1337     34
282     118
1702    150
464     214
963     207
1596    204
1287     41
1599    132
1265     19
1534    136
118     122
276     244
472     103
768       8
632     102
1257    161
480     204
570      25
312     181
1491     52
1670    206
413      40
1273    255
600      40
869     255
1453     22
1449    227
Name: 2490, dtype: int64 0.001860
87) 504      33
815      89
296     200
348      48
261     100
811     255
192     255
11      217
658     153
1591     95
285      34
788     126
661     229
860       6
1499     35
831      82
48      117
854     255
1240     87
577      89
1517     20
1565    240
1519    255
1395    248
165     168
1024    154
1420    250
1114     61
1295    255
679      96
       ... 
1052     65
1016     79
1696     47
1337     45
282     111
1702    108
464     100
963      18
1596    218
1287    218
1599    154
1265    167
1534     59
118     255
276     130
472     198
768      63
632      38
1257    255
480     129
570      99
312     255
1491     75
1670    249
413     131
1273    109
600      84
869     255
1453     99
1449     37
Name: 796, dtype: int64 0.001837
88) 504     113
815     203
296     182
348     127
261     104
811     142
192      63
11      198
658     117
1591     80
285     221
788     137
661     141
860      55
1499    248
831     175
48      198
854     132
1240    171
577     181
1517    115
1565    123
1519     60
1395     81
165      90
1024    148
1420    136
1114    240
1295    255
679     137
       ... 
1052    163
1016     59
1696     40
1337     80
282      20
1702    200
464     106
963     164
1596    164
1287    209
1599     56
1265    232
1534     93
118     168
276      72
472      91
768      71
632     157
1257    255
480      49
570     166
312      84
1491     60
1670     40
413     193
1273     97
600     149
869      78
1453     47
1449    170
Name: 527, dtype: int64 0.001822
89) 504      18
815     103
296     166
348     225
261     120
811     255
192     255
11      105
658      67
1591    249
285      69
788     129
661      80
860     221
1499     80
831     144
48      224
854     255
1240     92
577      94
1517     69
1565    186
1519    255
1395    253
165     217
1024    118
1420    248
1114     42
1295    156
679     152
       ... 
1052      3
1016    255
1696    255
1337    154
282     142
1702    108
464      73
963     173
1596    198
1287    203
1599    173
1265    122
1534     51
118     255
276     162
472      56
768      97
632      49
1257     55
480     127
570     101
312     255
1491    152
1670    211
413     118
1273     77
600      76
869       2
1453     83
1449     39
Name: 1146, dtype: int64 0.001817
90) 504      30
815     206
296     148
348     154
261      59
811     153
192      24
11       81
658      85
1591     61
285     198
788     121
661     221
860     105
1499     11
831     123
48       72
854     177
1240    172
577     165
1517    183
1565     34
1519     48
1395    119
165     177
1024     34
1420    123
1114    145
1295     10
679     183
       ... 
1052    201
1016    168
1696     52
1337    215
282      68
1702    169
464     152
963     168
1596    160
1287     47
1599     53
1265    220
1534     48
118     116
276     190
472     225
768     166
632     183
1257     86
480      38
570     152
312     166
1491    211
1670     94
413     164
1273      4
600     130
869      19
1453    180
1449     81
Name: 923, dtype: int64 0.001804
91) 504     239
815     218
296      36
348     137
261      36
811      19
192      91
11       56
658      60
1591     89
285     161
788     174
661      92
860      56
1499     59
831       4
48      137
854     159
1240     74
577      23
1517    229
1565    126
1519     65
1395    130
165      34
1024    222
1420     64
1114    115
1295     20
679     213
       ... 
1052    103
1016     19
1696     58
1337    205
282     199
1702    205
464     190
963     141
1596     45
1287    144
1599    183
1265    179
1534    201
118      25
276      16
472      94
768     186
632     149
1257    255
480     242
570     210
312      89
1491    202
1670     72
413     235
1273    145
600     124
869     150
1453    118
1449     49
Name: 1062, dtype: int64 0.001773
92) 504      37
815     210
296     162
348     175
261      43
811     188
192      25
11      102
658      71
1591    127
285     210
788     128
661     171
860     166
1499     12
831     133
48       51
854     165
1240     81
577     147
1517    183
1565    116
1519     37
1395    120
165     181
1024     81
1420    138
1114    109
1295     57
679     177
       ... 
1052    237
1016    216
1696     84
1337    215
282      81
1702    173
464     128
963     193
1596    170
1287     77
1599     53
1265    217
1534     53
118     166
276     174
472     233
768     162
632       7
1257    226
480      34
570     173
312     166
1491    226
1670     62
413     164
1273      5
600     132
869      84
1453    192
1449     90
Name: 925, dtype: int64 0.001748
93) 504      20
815      61
296     106
348      73
261     149
811     255
192     255
11       93
658     160
1591    255
285      77
788     255
661      39
860      74
1499    108
831     116
48      212
854      42
1240    251
577      64
1517    161
1565    255
1519    255
1395    239
165     241
1024     78
1420    159
1114     16
1295     98
679     255
       ... 
1052     95
1016    255
1696    118
1337    101
282     255
1702    108
464     184
963     135
1596    154
1287    161
1599    255
1265    115
1534    150
118     255
276     150
472     194
768     196
632      85
1257    255
480     103
570     248
312     255
1491    142
1670    109
413     109
1273     93
600     127
869      41
1453    212
1449    128
Name: 1003, dtype: int64 0.001743
94) 504     190
815       1
296     107
348      71
261     159
811     255
192     255
11      106
658      33
1591     91
285     104
788     255
661     130
860     169
1499      2
831     183
48        5
854     255
1240    168
577      54
1517     28
1565    255
1519    255
1395    255
165     179
1024    196
1420    199
1114     22
1295    148
679      76
       ... 
1052    165
1016    197
1696    255
1337    123
282     171
1702    108
464     120
963     172
1596    201
1287    165
1599    188
1265     69
1534    231
118     255
276     156
472     170
768      86
632      36
1257     34
480      45
570     169
312     255
1491     38
1670    234
413      88
1273    168
600     255
869     255
1453     73
1449     91
Name: 1647, dtype: int64 0.001742
95) 504      55
815     106
296      48
348     209
261     224
811      60
192     103
11      205
658      81
1591     37
285     189
788      18
661     193
860     183
1499    146
831     195
48      162
854     137
1240    133
577     209
1517    212
1565    255
1519    255
1395    100
165     147
1024     19
1420     58
1114    214
1295    255
679      53
       ... 
1052     89
1016    190
1696    162
1337    118
282     173
1702    152
464     119
963     196
1596     50
1287     38
1599     29
1265      5
1534    119
118      40
276     210
472     143
768      21
632     202
1257    255
480     216
570      22
312     136
1491    123
1670    184
413      36
1273     90
600      47
869     255
1453     92
1449    243
Name: 2377, dtype: int64 0.001730
96) 504     137
815       9
296      15
348     174
261      97
811      21
192      43
11      127
658      87
1591     14
285      96
788       0
661     175
860     213
1499    160
831      56
48      155
854     188
1240    194
577     182
1517    230
1565    123
1519    180
1395     92
165       9
1024     84
1420     43
1114    108
1295    132
679      12
       ... 
1052     68
1016    145
1696     82
1337    154
282       5
1702    212
464      12
963      37
1596    197
1287     63
1599     23
1265    202
1534    184
118      65
276       1
472       8
768       4
632     205
1257    176
480      22
570      49
312      13
1491    169
1670     49
413      11
1273     98
600      15
869     255
1453    164
1449    100
Name: 1924, dtype: int64 0.001725
97) 504     215
815     225
296     218
348      13
261      33
811     109
192     175
11       84
658      17
1591    160
285     249
788     168
661       5
860     151
1499     83
831      28
48      163
854     168
1240    106
577     190
1517    217
1565    102
1519     27
1395     72
165      31
1024     98
1420     97
1114    128
1295    128
679     208
       ... 
1052    175
1016    187
1696    255
1337    232
282       6
1702    155
464     104
963     170
1596     28
1287     58
1599     68
1265    173
1534     99
118     121
276     151
472     250
768     239
632     234
1257    173
480     225
570     218
312      52
1491    250
1670     59
413     240
1273      4
600     219
869      31
1453    159
1449    100
Name: 1422, dtype: int64 0.001719
98) 504     227
815     108
296      98
348     176
261     160
811      60
192     197
11       60
658      51
1591     23
285      86
788      33
661      71
860      75
1499      3
831     102
48        0
854      40
1240     84
577      27
1517    224
1565    240
1519     60
1395    182
165     177
1024    177
1420     87
1114     69
1295     35
679     135
       ... 
1052    195
1016    209
1696    140
1337    154
282     149
1702    108
464     116
963     175
1596    160
1287    101
1599    255
1265     44
1534    171
118     172
276     234
472      40
768     107
632      60
1257    177
480      52
570      89
312     170
1491     27
1670     28
413     116
1273    213
600      17
869     255
1453     14
1449     29
Name: 1944, dtype: int64 0.001709
99) 504     195
815      38
296      85
348     222
261     187
811      52
192      84
11        0
658     118
1591    255
285     110
788      17
661     170
860      42
1499    108
831     197
48      155
854     185
1240     57
577      21
1517    190
1565    254
1519    255
1395    255
165     127
1024    130
1420     64
1114    231
1295    255
679     101
       ... 
1052    193
1016    247
1696    255
1337     37
282     190
1702    153
464      79
963     109
1596    236
1287    113
1599    119
1265     53
1534    224
118      92
276     209
472     164
768      13
632     231
1257     68
480     210
570      37
312     200
1491     70
1670    190
413      55
1273    255
600      55
869     255
1453     56
1449    208
Name: 2467, dtype: int64 0.001699
100) 504     149
815      58
296      41
348     118
261     109
811      82
192     137
11      202
658     169
1591     92
285      26
788      68
661      65
860      50
1499    107
831     196
48      127
854     107
1240    119
577      67
1517    112
1565    190
1519    255
1395    160
165     231
1024     98
1420    156
1114    203
1295    255
679     152
       ... 
1052     82
1016    255
1696    255
1337    232
282     161
1702    108
464      76
963     120
1596    125
1287    178
1599    254
1265    111
1534    229
118      82
276      91
472      57
768     139
632     152
1257    155
480     109
570      90
312     167
1491    245
1670    156
413     100
1273     91
600      80
869      13
1453    163
1449     42
Name: 1406, dtype: int64 0.001697
101) 504     197
815      76
296     119
348      10
261     115
811      80
192     169
11       56
658      43
1591      6
285      56
788     165
661      28
860     223
1499     74
831      49
48      226
854     122
1240     67
577     222
1517     39
1565    255
1519    147
1395     29
165      65
1024    117
1420    213
1114     69
1295     96
679     217
       ... 
1052    193
1016     46
1696     15
1337    232
282      14
1702    108
464     162
963     197
1596     51
1287    198
1599     69
1265     72
1534    219
118      39
276      32
472     123
768     223
632     219
1257     61
480     222
570      88
312     101
1491    184
1670    192
413     233
1273    104
600     191
869     144
1453    176
1449     59
Name: 1589, dtype: int64 0.001692
102) 504      89
815     163
296     144
348     127
261      95
811     138
192      81
11       94
658     216
1591    255
285     182
788     135
661     115
860     195
1499    156
831      98
48      153
854     163
1240    169
577     163
1517    193
1565    101
1519     51
1395    177
165     117
1024    170
1420    124
1114    188
1295      6
679     129
       ... 
1052    208
1016    114
1696     60
1337    104
282     131
1702    212
464     107
963     169
1596    162
1287    197
1599    141
1265    221
1534    177
118     177
276      59
472     105
768     187
632     183
1257     25
480     158
570     185
312      13
1491    203
1670     46
413     181
1273     69
600     168
869     255
1453     76
1449    114
Name: 567, dtype: int64 0.001665
103) 504     183
815      88
296      66
348     236
261     166
811      19
192      79
11       46
658     103
1591     51
285      84
788     165
661     166
860      56
1499    117
831     109
48       54
854      91
1240     50
577      44
1517    146
1565    255
1519     37
1395      5
165      35
1024     72
1420    193
1114    170
1295     58
679      16
       ... 
1052    203
1016     70
1696     42
1337    232
282      58
1702     89
464     164
963     153
1596     76
1287    182
1599    255
1265     65
1534    131
118     110
276     101
472     103
768     179
632      49
1257     81
480     195
570       9
312     172
1491     83
1670     35
413      85
1273     63
600       7
869     129
1453    111
1449     17
Name: 1790, dtype: int64 0.001663
104) 504     202
815      51
296      93
348     182
261     182
811      55
192     104
11      255
658     165
1591    214
285      71
788     163
661     137
860     195
1499    173
831     139
48       93
854     128
1240     32
577      61
1517    242
1565    110
1519     78
1395     63
165     231
1024     77
1420     52
1114     77
1295    141
679      83
       ... 
1052    127
1016    252
1696    255
1337    232
282     171
1702    108
464     188
963      54
1596     96
1287    194
1599    145
1265     38
1534    197
118      30
276     163
472     143
768     192
632     198
1257    254
480      28
570      77
312      20
1491     53
1670     37
413      51
1273    107
600      33
869      32
1453    152
1449    231
Name: 1758, dtype: int64 0.001652
105) 504     138
815      32
296      75
348     145
261     202
811      72
192     148
11      255
658     184
1591    117
285      64
788     157
661      58
860      68
1499     56
831     187
48      135
854     107
1240    171
577     168
1517    215
1565    124
1519     77
1395     59
165     235
1024     37
1420     54
1114     74
1295    135
679      67
       ... 
1052    116
1016    255
1696    255
1337    232
282     202
1702    108
464     193
963      54
1596     40
1287    169
1599    168
1265     58
1534    150
118      87
276      42
472     184
768     199
632     120
1257    164
480      18
570      80
312      59
1491     36
1670     95
413     147
1273    110
600      53
869      25
1453    121
1449     53
Name: 1706, dtype: int64 0.001617
106) 504      34
815     182
296     150
348     150
261      60
811     130
192       9
11      105
658     131
1591     94
285     212
788     152
661     146
860     161
1499     31
831     207
48      160
854     156
1240    173
577     145
1517    148
1565    103
1519     31
1395    144
165     138
1024     51
1420    131
1114    253
1295     41
679     194
       ... 
1052    116
1016     41
1696     53
1337     58
282      45
1702    177
464     151
963     169
1596    182
1287     23
1599     48
1265    203
1534     90
118     133
276     114
472     179
768     121
632     183
1257    252
480      78
570     160
312      48
1491    221
1670     99
413     181
1273    129
600     150
869     255
1453    100
1449     98
Name: 769, dtype: int64 0.001600
107) 504     194
815      13
296      80
348     141
261     203
811     255
192     255
11        0
658     219
1591    255
285     162
788     108
661      34
860       0
1499    154
831      26
48        0
854      45
1240    115
577      13
1517    210
1565      0
1519    255
1395    255
165     176
1024    222
1420      7
1114     44
1295    255
679     194
       ... 
1052    131
1016    253
1696    255
1337     36
282     241
1702    151
464      92
963     105
1596    229
1287     28
1599    254
1265     20
1534    140
118     255
276     221
472      57
768      13
632      84
1257    255
480     213
570      28
312     255
1491     18
1670     69
413      74
1273    255
600      31
869     255
1453    149
1449    253
Name: 2454, dtype: int64 0.001591
108) 504     133
815       5
296       9
348     193
261     168
811      10
192      30
11      130
658       7
1591     51
285      85
788      67
661     175
860     234
1499    199
831     121
48      152
854       9
1240    236
577      84
1517    232
1565     27
1519    106
1395     41
165      90
1024     50
1420     63
1114     54
1295     77
679       9
       ... 
1052    229
1016     52
1696    150
1337    206
282      15
1702    222
464       2
963      18
1596     85
1287     44
1599     29
1265    198
1534    212
118      12
276      99
472       3
768      33
632      54
1257    114
480      53
570       5
312     136
1491    178
1670     31
413       0
1273    157
600       2
869     255
1453    163
1449     76
Name: 1876, dtype: int64 0.001589
109) 504      40
815     181
296     131
348     135
261      70
811     185
192      10
11      108
658     124
1591    138
285     203
788     128
661     138
860     151
1499     12
831     177
48      143
854      21
1240    118
577     157
1517     92
1565    107
1519     45
1395    144
165     151
1024     61
1420     63
1114    146
1295     39
679      44
       ... 
1052    122
1016     59
1696     53
1337     49
282      75
1702    184
464     161
963     167
1596    103
1287     66
1599     92
1265    195
1534    150
118     123
276     163
472     160
768      77
632     200
1257     41
480      42
570     149
312     150
1491    237
1670    113
413     164
1273    140
600     136
869     255
1453    115
1449     23
Name: 818, dtype: int64 0.001587
110) 504     110
815      89
296     164
348      74
261      89
811     158
192     165
11      223
658     238
1591    255
285     192
788     109
661      76
860     218
1499    245
831     236
48        0
854      66
1240    246
577     122
1517    169
1565      1
1519     69
1395     59
165      93
1024    222
1420    152
1114    143
1295      4
679     109
       ... 
1052    248
1016     60
1696    255
1337    111
282     226
1702    108
464      56
963      63
1596    162
1287    158
1599    255
1265    192
1534     97
118     186
276      98
472      29
768     125
632     109
1257    255
480     148
570     113
312      50
1491    126
1670    221
413     182
1273    235
600     167
869     255
1453    239
1449    149
Name: 258, dtype: int64 0.001546
111) 504     246
815     224
296     158
348     250
261      79
811     144
192     194
11       66
658     247
1591     26
285     202
788     224
661     150
860     138
1499     71
831     105
48       61
854     218
1240     35
577     177
1517     93
1565     47
1519     27
1395     75
165      22
1024    192
1420     86
1114    145
1295    103
679     174
       ... 
1052    155
1016    137
1696    255
1337    232
282     216
1702    114
464     180
963     178
1596     74
1287    123
1599    117
1265    151
1534     36
118      25
276     154
472     194
768     136
632     192
1257    254
480     157
570     150
312     186
1491    230
1670    157
413     189
1273    139
600     110
869      16
1453    172
1449     86
Name: 1231, dtype: int64 0.001537
112) 504     114
815     255
296     241
348      51
261     255
811     255
192     255
11       57
658     163
1591    255
285      61
788     255
661     255
860     121
1499    212
831     150
48      213
854     255
1240    250
577     211
1517     88
1565    255
1519    255
1395    255
165     255
1024    173
1420    148
1114    114
1295    255
679     255
       ... 
1052    100
1016    255
1696    105
1337     94
282     255
1702    108
464     255
963     128
1596    153
1287    146
1599    132
1265    123
1534    226
118     255
276     173
472     191
768     222
632      65
1257    154
480      89
570     255
312     255
1491    128
1670    127
413     255
1273     69
600     255
869     255
1453    225
1449     81
Name: 1101, dtype: int64 0.001537
113) 504      44
815     142
296     191
348     192
261      28
811     114
192      39
11      255
658     196
1591     22
285      59
788     181
661     170
860      69
1499     32
831      55
48       72
854     106
1240    127
577     124
1517     35
1565     50
1519    255
1395     88
165     119
1024    121
1420    247
1114     73
1295     73
679     146
       ... 
1052     70
1016    139
1696     62
1337    108
282      46
1702    238
464      69
963      90
1596    166
1287     66
1599    157
1265    202
1534    111
118     134
276      85
472      85
768     132
632      97
1257     53
480     148
570     140
312     106
1491    187
1670     99
413     130
1273    120
600     103
869      45
1453    137
1449      4
Name: 690, dtype: int64 0.001509
114) 504      23
815      80
296     121
348      86
261      15
811      60
192      17
11       94
658     127
1591    255
285     119
788      85
661      58
860      78
1499    221
831      87
48       19
854      84
1240    255
577      83
1517    100
1565    255
1519    102
1395     88
165     239
1024    138
1420    177
1114     58
1295     43
679     138
       ... 
1052     99
1016    255
1696    197
1337    210
282      75
1702    108
464     142
963     180
1596    190
1287    217
1599    255
1265    140
1534    136
118      94
276     127
472     205
768     155
632     123
1257    235
480     131
570      89
312     164
1491    147
1670    127
413     116
1273     51
600      97
869       2
1453    173
1449    191
Name: 906, dtype: int64 0.001493
115) 504     158
815       2
296     123
348     221
261     130
811     231
192     255
11       81
658      37
1591     51
285      96
788     146
661      92
860      50
1499     88
831     193
48      220
854     101
1240    129
577      28
1517     67
1565    255
1519    255
1395    166
165     189
1024     65
1420    202
1114     64
1295    139
679       5
       ... 
1052    163
1016     41
1696    255
1337    219
282     129
1702    108
464      60
963     170
1596    196
1287    185
1599     60
1265     65
1534    224
118     255
276     202
472     159
768      63
632      58
1257      2
480     117
570      83
312     255
1491     39
1670    220
413      91
1273    127
600      11
869     185
1453     77
1449     46
Name: 1595, dtype: int64 0.001480
116) 504     134
815     212
296      31
348      14
261     144
811       6
192      38
11       76
658       4
1591     49
285     243
788     186
661      23
860     102
1499    148
831      11
48      140
854      13
1240     31
577     221
1517    139
1565     24
1519     51
1395     73
165      34
1024     85
1420     91
1114    100
1295     93
679     195
       ... 
1052    208
1016    188
1696    255
1337    232
282       8
1702    199
464      19
963     166
1596     93
1287     91
1599    255
1265     86
1534     70
118      65
276      16
472     209
768     219
632      11
1257    143
480      86
570     142
312      83
1491    196
1670     74
413     119
1273    114
600     209
869     255
1453    145
1449    101
Name: 1619, dtype: int64 0.001480
117) 504      17
815      62
296     143
348      62
261     158
811     255
192     255
11      103
658     196
1591    255
285     131
788     255
661      39
860      80
1499    220
831     198
48        1
854      40
1240    244
577      78
1517    156
1565    255
1519    255
1395    239
165     206
1024    169
1420    160
1114    115
1295     68
679     255
       ... 
1052    119
1016    255
1696    255
1337     47
282     255
1702    108
464     147
963     142
1596    132
1287    244
1599    179
1265    182
1534     76
118     255
276     187
472     109
768     100
632      77
1257    252
480     101
570     248
312     255
1491    157
1670     69
413     133
1273     33
600     159
869      26
1453    222
1449    146
Name: 753, dtype: int64 0.001479
118) 504     245
815     192
296     148
348     229
261      60
811     145
192      63
11       75
658      51
1591     12
285     115
788     110
661     146
860     137
1499     86
831      69
48      110
854     165
1240    139
577     142
1517     56
1565     37
1519     44
1395     67
165     177
1024    222
1420    234
1114    228
1295     77
679     165
       ... 
1052    130
1016    255
1696     26
1337    197
282     123
1702    154
464     145
963     162
1596     75
1287     66
1599     83
1265    146
1534    193
118     126
276     200
472     217
768     141
632     170
1257    255
480     167
570     141
312     168
1491    175
1670    127
413     186
1273    120
600     104
869     126
1453    224
1449     64
Name: 1086, dtype: int64 0.001475
119) 504     251
815     207
296      25
348      39
261     118
811      89
192     192
11      147
658     233
1591     80
285     253
788     203
661     239
860      45
1499    130
831     183
48      148
854     173
1240     69
577     229
1517    206
1565    109
1519    254
1395    111
165      32
1024    222
1420     20
1114    116
1295    108
679     210
       ... 
1052    104
1016     29
1696    195
1337    232
282     214
1702    190
464      96
963     169
1596     25
1287     18
1599     64
1265    130
1534    165
118      19
276     105
472     111
768     215
632     250
1257    161
480     125
570     209
312      81
1491    184
1670    134
413     240
1273    117
600     176
869      54
1453    108
1449     91
Name: 1263, dtype: int64 0.001471
120) 504      79
815     197
296      28
348     211
261     217
811      72
192     100
11      196
658      87
1591     21
285     154
788      22
661     193
860     208
1499    200
831     165
48      108
854     145
1240    132
577     211
1517    129
1565    255
1519    255
1395    186
165     163
1024     51
1420     77
1114    216
1295    255
679     121
       ... 
1052     90
1016     82
1696    135
1337    115
282     174
1702    143
464     169
963     164
1596     62
1287     72
1599     20
1265     23
1534    139
118      22
276     218
472     135
768      17
632     216
1257    255
480     134
570      37
312     138
1491    120
1670    181
413      20
1273     91
600      41
869     255
1453    112
1449    251
Name: 2327, dtype: int64 0.001467
121) 504     102
815     195
296     184
348     166
261     103
811     140
192      68
11      255
658     132
1591     73
285     214
788     111
661     117
860      81
1499    235
831     245
48       71
854     132
1240     60
577     176
1517    140
1565     79
1519    173
1395     65
165      95
1024    141
1420    106
1114     58
1295    126
679     150
       ... 
1052     17
1016     72
1696     46
1337    117
282      42
1702    200
464     110
963     147
1596    154
1287    219
1599    102
1265    228
1534    159
118     166
276      73
472     114
768      69
632     157
1257    255
480      65
570     188
312      24
1491     42
1670    129
413     206
1273     94
600     151
869      11
1453     42
1449    143
Name: 530, dtype: int64 0.001466
122) 504     140
815       6
296       7
348     177
261     137
811       2
192      45
11       63
658      15
1591     13
285      97
788       9
661     154
860     240
1499    186
831      75
48      151
854       9
1240    231
577     166
1517    228
1565     54
1519    192
1395     94
165      64
1024     41
1420     52
1114    170
1295     70
679       7
       ... 
1052    103
1016     80
1696     84
1337    154
282       8
1702    219
464      71
963      41
1596     70
1287     39
1599     24
1265    154
1534    135
118      25
276     215
472       6
768      90
632       2
1257    100
480      94
570       5
312     102
1491    151
1670     29
413       0
1273    107
600       4
869     255
1453    156
1449     80
Name: 1926, dtype: int64 0.001465
123) 504      80
815      87
296      38
348     213
261     207
811      69
192     103
11      255
658      87
1591    172
285     178
788      19
661     194
860     185
1499    127
831     181
48       79
854     151
1240     62
577     198
1517    234
1565    255
1519    255
1395    248
165     139
1024    121
1420     50
1114    195
1295    255
679      86
       ... 
1052     66
1016    179
1696    121
1337     79
282     162
1702    164
464     105
963     163
1596     28
1287    126
1599     96
1265      6
1534    125
118      53
276     209
472     123
768      13
632     219
1257    255
480     218
570      40
312     142
1491    124
1670    192
413      55
1273    213
600      92
869     255
1453     62
1449    227
Name: 2425, dtype: int64 0.001435
124) 504      62
815     202
296     167
348     221
261      38
811     125
192      26
11      223
658     106
1591     39
285     194
788     181
661     116
860     162
1499     61
831      14
48       99
854     165
1240    194
577     171
1517    134
1565     89
1519     36
1395    118
165     127
1024     69
1420    116
1114     71
1295    133
679     192
       ... 
1052    114
1016    104
1696     12
1337    113
282      37
1702    194
464     129
963     163
1596    135
1287    169
1599     61
1265    220
1534    208
118     146
276      95
472     101
768     140
632     157
1257     25
480     147
570     180
312      30
1491     38
1670    102
413     196
1273     83
600     131
869      29
1453    186
1449    137
Name: 681, dtype: int64 0.001433
125) 504     200
815      61
296     253
348      77
261     112
811     255
192     255
11      129
658      38
1591    255
285      97
788     255
661      56
860     227
1499     37
831     189
48      227
854     255
1240     97
577     163
1517     30
1565    255
1519    255
1395    255
165     189
1024    181
1420    223
1114     39
1295     93
679     238
       ... 
1052     94
1016    255
1696    255
1337    107
282     147
1702    108
464      57
963     208
1596    128
1287    230
1599    255
1265     89
1534    219
118     255
276     107
472      54
768      57
632      27
1257      3
480     111
570     251
312     255
1491    104
1670    232
413      86
1273    145
600     255
869      22
1453    108
1449     31
Name: 1448, dtype: int64 0.001427
126) 504     213
815     218
296       2
348      71
261     136
811     152
192     178
11       81
658      32
1591     94
285     250
788     201
661      21
860     151
1499     39
831      53
48      151
854     209
1240    196
577     201
1517    137
1565     39
1519    124
1395     93
165      39
1024     96
1420     32
1114    142
1295    122
679     210
       ... 
1052    174
1016     27
1696    255
1337    232
282     196
1702    120
464     141
963     193
1596     89
1287    128
1599    202
1265    110
1534    106
118      30
276     130
472     251
768     240
632     242
1257     45
480     189
570     216
312      44
1491    241
1670     39
413     234
1273      6
600     219
869      77
1453    117
1449    127
Name: 1418, dtype: int64 0.001426
127) 504     167
815     121
296      65
348     175
261     186
811      56
192      75
11      121
658      64
1591     63
285      82
788      41
661     184
860      31
1499    180
831      60
48       36
854     133
1240     52
577     105
1517     98
1565    242
1519    255
1395    165
165     214
1024     73
1420    122
1114    194
1295     70
679      30
       ... 
1052    210
1016    255
1696     23
1337     52
282     136
1702    191
464     115
963     226
1596     70
1287     89
1599     28
1265     20
1534    174
118      14
276     109
472      57
768      34
632     206
1257     96
480     190
570      58
312     145
1491     42
1670     91
413      30
1273     93
600      46
869      78
1453     59
1449     85
Name: 2132, dtype: int64 0.001409
128) 504      67
815     255
296     255
348      63
261     255
811     255
192     255
11        0
658     247
1591    255
285     154
788     255
661     255
860       0
1499    190
831      99
48      227
854     255
1240     66
577     255
1517    223
1565      0
1519    255
1395    255
165     255
1024    222
1420     45
1114     21
1295    138
679     255
       ... 
1052    108
1016    236
1696    255
1337     49
282     255
1702    108
464     255
963     189
1596    139
1287    145
1599    255
1265     85
1534    102
118     255
276     214
472      95
768     255
632      57
1257    179
480     255
570     255
312     255
1491     37
1670    176
413     255
1273    255
600     255
869     255
1453      9
1449    240
Name: 1900, dtype: int64 0.001407
129) 504     192
815     160
296      99
348      67
261     153
811     255
192     255
11      199
658      48
1591     47
285     145
788     255
661      62
860      93
1499      0
831      84
48        0
854     255
1240    119
577      31
1517    169
1565      3
1519    252
1395    255
165     157
1024    222
1420    147
1114     66
1295     35
679      28
       ... 
1052    188
1016    255
1696    125
1337    121
282     182
1702    108
464     143
963     128
1596    141
1287    150
1599    205
1265     47
1534    146
118     255
276     151
472      69
768      62
632      32
1257     24
480      66
570     154
312     255
1491     14
1670    226
413     129
1273    255
600     254
869     255
1453      2
1449     16
Name: 1997, dtype: int64 0.001403
130) 504     137
815     143
296      56
348     209
261     181
811      74
192      65
11      161
658     142
1591    241
285     111
788      57
661     215
860     212
1499    141
831      42
48       91
854     177
1240     33
577     213
1517    138
1565    238
1519    255
1395    170
165     209
1024     87
1420    113
1114    221
1295     49
679      66
       ... 
1052     38
1016     25
1696    126
1337    117
282     181
1702     69
464     184
963     202
1596     34
1287     82
1599     23
1265     32
1534    243
118      91
276     102
472     103
768     108
632     227
1257     25
480      64
570      52
312     123
1491    146
1670     91
413      49
1273    108
600      68
869     255
1453    120
1449    220
Name: 2222, dtype: int64 0.001391
131) 504      85
815      10
296       7
348      72
261     161
811      40
192      31
11      120
658      78
1591     49
285      96
788     107
661     204
860     240
1499    196
831     121
48      150
854       4
1240    231
577       3
1517    238
1565     25
1519    120
1395     36
165      15
1024    105
1420     42
1114    144
1295     80
679      25
       ... 
1052    230
1016     48
1696    188
1337    206
282      19
1702    238
464       8
963     143
1596     96
1287      7
1599    104
1265     73
1534    221
118       7
276      99
472       2
768     132
632     187
1257     24
480      23
570      22
312      38
1491    180
1670     32
413     118
1273    145
600      27
869     255
1453    177
1449     64
Name: 1877, dtype: int64 0.001378
132) 504     168
815      63
296      27
348     218
261     166
811      58
192      92
11      255
658      72
1591    254
285     207
788      16
661     184
860     196
1499    109
831     186
48       62
854     126
1240    172
577     201
1517     95
1565    255
1519    255
1395    190
165     130
1024    199
1420     73
1114    175
1295    255
679     109
       ... 
1052     64
1016    248
1696    237
1337     34
282     144
1702    149
464      89
963     134
1596    224
1287     25
1599    109
1265      9
1534    102
118      41
276     218
472     162
768      17
632     223
1257    255
480     207
570      50
312     198
1491    100
1670    199
413      63
1273    255
600      39
869     255
1453     24
1449    214
Name: 2476, dtype: int64 0.001377
133) 504      34
815     255
296     255
348      58
261     255
811     255
192     255
11        0
658     248
1591    255
285     152
788     255
661     255
860       0
1499     51
831      43
48        0
854     255
1240     88
577     255
1517     52
1565      0
1519    255
1395    255
165     255
1024    222
1420     46
1114    114
1295    255
679     255
       ... 
1052    110
1016    135
1696    255
1337     49
282     255
1702    131
464     255
963     160
1596    143
1287     51
1599    255
1265     34
1534     42
118     255
276     224
472      90
768     255
632      48
1257    131
480     255
570     255
312     255
1491     11
1670    140
413     255
1273    255
600     255
869     255
1453     28
1449    227
Name: 2200, dtype: int64 0.001377
134) 504     129
815     153
296      34
348     206
261     162
811      78
192      88
11      202
658      97
1591     39
285     112
788      58
661     198
860     210
1499    210
831      43
48      168
854     155
1240    115
577     210
1517    135
1565    255
1519    255
1395    171
165     191
1024     48
1420     92
1114    211
1295     75
679      58
       ... 
1052     66
1016    255
1696    121
1337     94
282     184
1702    125
464     131
963     147
1596     85
1287     82
1599     25
1265     26
1534    211
118      21
276     217
472      91
768      51
632     224
1257     88
480      37
570      62
312     131
1491    107
1670    114
413      41
1273     76
600      72
869     255
1453    134
1449    224
Name: 2229, dtype: int64 0.001374
135) 504     240
815     112
296      10
348     153
261      44
811      12
192     191
11       29
658      60
1591    128
285     207
788     199
661     107
860      45
1499    180
831       7
48      192
854     170
1240    205
577      39
1517    193
1565    105
1519    189
1395    127
165      40
1024    222
1420    146
1114    233
1295     44
679     170
       ... 
1052    111
1016     51
1696     66
1337    161
282     165
1702    206
464     193
963     201
1596    153
1287     32
1599     91
1265    157
1534    211
118      96
276     163
472     157
768     101
632       8
1257    241
480     239
570     203
312      68
1491    246
1670     92
413     232
1273    123
600     198
869      43
1453    114
1449    122
Name: 1161, dtype: int64 0.001370
136) 504      10
815     226
296     229
348      16
261     136
811     131
192      48
11       40
658      11
1591    248
285       3
788     191
661      56
860     151
1499     75
831      17
48      156
854     150
1240     36
577     213
1517    194
1565    112
1519     37
1395     41
165      23
1024    104
1420     31
1114     84
1295     23
679     207
       ... 
1052    185
1016    160
1696     64
1337    232
282       9
1702    243
464     148
963     223
1596     33
1287     57
1599     47
1265    138
1534     17
118      23
276      76
472     207
768     241
632       6
1257    123
480     219
570     217
312     157
1491    248
1670     60
413     199
1273     94
600     220
869     127
1453    208
1449    107
Name: 1427, dtype: int64 0.001370
137) 504      57
815     123
296     197
348      92
261      71
811     109
192      29
11      227
658     202
1591     46
285      48
788     180
661     214
860     114
1499    180
831     129
48      126
854      84
1240    127
577     116
1517     35
1565     52
1519    255
1395     40
165     114
1024    136
1420    241
1114    247
1295    255
679      92
       ... 
1052     59
1016     84
1696     20
1337    148
282      42
1702    108
464      20
963      19
1596    183
1287    102
1599     81
1265    207
1534    208
118     138
276     108
472      68
768     126
632      72
1257    103
480     140
570     121
312      92
1491    182
1670    139
413     137
1273     58
600     117
869     118
1453     83
1449     14
Name: 642, dtype: int64 0.001369
138) 504     177
815     107
296      88
348      15
261      89
811       2
192      43
11       67
658       8
1591     76
285     239
788      92
661      59
860      37
1499    198
831      17
48      112
854      16
1240     99
577     166
1517    199
1565     45
1519     39
1395     79
165       5
1024     53
1420     40
1114    185
1295    224
679     187
       ... 
1052     60
1016     20
1696    255
1337    232
282       9
1702    159
464      16
963     144
1596     85
1287     68
1599    255
1265     90
1534    101
118      56
276      15
472      85
768     218
632     198
1257    169
480      86
570      14
312      60
1491    225
1670     68
413      80
1273    125
600     207
869     255
1453    119
1449    117
Name: 1616, dtype: int64 0.001361
139) 504     107
815      85
296      32
348      92
261     226
811     255
192     255
11      255
658     214
1591     66
285      56
788     255
661      37
860       6
1499    208
831     208
48       91
854      44
1240     82
577      57
1517    242
1565    255
1519    255
1395    218
165     237
1024    156
1420    126
1114    199
1295    255
679     255
       ... 
1052     76
1016    255
1696    255
1337    232
282     255
1702    108
464     181
963     171
1596    126
1287    154
1599    172
1265    100
1534    164
118     255
276      85
472      81
768     181
632      98
1257     48
480      23
570     239
312     255
1491     52
1670    199
413      84
1273    137
600     149
869      65
1453     44
1449     63
Name: 1603, dtype: int64 0.001359
140) 504      69
815      54
296     210
348      39
261     195
811     255
192     255
11        1
658     233
1591    255
285     209
788     255
661      36
860       5
1499    219
831      88
48        0
854      32
1240    233
577      77
1517    203
1565      0
1519    255
1395    255
165     103
1024    222
1420    135
1114    132
1295    255
679     255
       ... 
1052     19
1016    255
1696    255
1337    109
282     255
1702    108
464     107
963     152
1596    176
1287    206
1599    255
1265    172
1534     33
118     255
276      91
472      76
768      65
632      52
1257    254
480      98
570     248
312     255
1491    107
1670    208
413     135
1273    255
600     183
869     255
1453    252
1449    151
Name: 203, dtype: int64 0.001357
141) 504      44
815      33
296     255
348      66
261     225
811     255
192     255
11        0
658      35
1591    255
285     240
788     255
661      37
860       0
1499      0
831     175
48        0
854     255
1240    136
577     255
1517    190
1565      0
1519    255
1395    246
165      67
1024    222
1420     63
1114    223
1295     80
679     255
       ... 
1052    182
1016    255
1696    255
1337     49
282     250
1702    152
464     176
963     218
1596     62
1287     62
1599    250
1265     47
1534     96
118     255
276     246
472      79
768     251
632      17
1257    255
480     209
570     255
312     255
1491     50
1670    201
413      20
1273    255
600     255
869     255
1453     16
1449    227
Name: 2399, dtype: int64 0.001348
142) 504     161
815      30
296      44
348     191
261     228
811      54
192      66
11        0
658     184
1591    255
285     132
788      23
661      75
860       0
1499    151
831     124
48      233
854     164
1240    126
577      19
1517    227
1565    255
1519    255
1395    255
165     158
1024    222
1420     65
1114    131
1295    255
679     103
       ... 
1052    155
1016    115
1696    255
1337     79
282     194
1702    169
464     114
963      90
1596     36
1287     67
1599    114
1265     34
1534    179
118      84
276     228
472     110
768      21
632     118
1257    255
480     217
570      37
312     111
1491     10
1670    178
413      70
1273    255
600      69
869      77
1453    113
1449    253
Name: 2408, dtype: int64 0.001334
143) 504     161
815     182
296      99
348     187
261     123
811      70
192     192
11       78
658      45
1591     34
285      43
788     165
661     135
860     220
1499     71
831     203
48      171
854      81
1240    120
577     231
1517     27
1565    255
1519    255
1395     20
165     204
1024     25
1420    204
1114     62
1295     94
679     203
       ... 
1052    182
1016     40
1696     33
1337    232
282      29
1702    108
464      73
963     171
1596     89
1287    219
1599     72
1265     68
1534    219
118     104
276     104
472     173
768     229
632      83
1257     30
480     136
570     159
312     162
1491    144
1670    204
413     127
1273    117
600     211
869      37
1453    106
1449     25
Name: 1592, dtype: int64 0.001331
144) 504      63
815     114
296     205
348      84
261      39
811      71
192      25
11       71
658     202
1591     50
285      61
788     183
661     222
860      50
1499     87
831     110
48       71
854      68
1240    125
577      88
1517     17
1565     64
1519    255
1395     14
165     117
1024    118
1420    237
1114    101
1295    255
679      91
       ... 
1052     56
1016     83
1696     21
1337    146
282      37
1702    108
464      26
963      13
1596    242
1287    171
1599     69
1265    209
1534    224
118     140
276     119
472      60
768     137
632      63
1257    222
480     140
570     114
312      93
1491    140
1670    148
413     141
1273     98
600      92
869     250
1453     85
1449     21
Name: 643, dtype: int64 0.001331
145) 504     104
815     129
296     155
348     230
261      75
811     231
192     255
11       73
658      49
1591    255
285      37
788      55
661      96
860     221
1499     57
831     142
48      228
854     124
1240     53
577      87
1517     36
1565    233
1519    255
1395     85
165     218
1024     80
1420    241
1114     79
1295     94
679      76
       ... 
1052      2
1016    255
1696    255
1337    161
282     189
1702    108
464      98
963     156
1596    201
1287    196
1599    162
1265    128
1534    187
118     255
276     201
472      97
768     100
632      54
1257     53
480     122
570      89
312     255
1491    130
1670    204
413     113
1273    109
600      74
869       2
1453    100
1449     39
Name: 1195, dtype: int64 0.001329
146) 504      52
815     198
296      51
348     213
261     215
811      64
192      76
11      252
658     122
1591    255
285     138
788      22
661     206
860     204
1499    128
831     176
48       91
854     177
1240     43
577      88
1517    157
1565    255
1519    255
1395    191
165     163
1024    106
1420     71
1114    212
1295    255
679      40
       ... 
1052     34
1016     73
1696    255
1337     86
282     155
1702    143
464     143
963     185
1596     50
1287    105
1599     15
1265     36
1534    241
118      99
276     217
472     155
768      23
632     227
1257     33
480     141
570      42
312     124
1491    126
1670    174
413      53
1273     85
600      42
869     255
1453     91
1449    237
Name: 2322, dtype: int64 0.001322
147) 504     115
815      80
296     222
348      41
261     110
811     255
192     255
11        0
658     150
1591    255
285      54
788      77
661     228
860       0
1499     21
831     226
48      231
854     255
1240     45
577      94
1517     16
1565      3
1519    255
1395    222
165      96
1024    222
1420    239
1114     84
1295    255
679      84
       ... 
1052     22
1016    120
1696    142
1337    112
282      18
1702    108
464      11
963      33
1596    220
1287    238
1599    149
1265    192
1534    186
118     255
276     105
472     142
768     202
632      28
1257    255
480     131
570     106
312     255
1491     82
1670    248
413     145
1273    255
600     127
869     255
1453    168
1449     35
Name: 446, dtype: int64 0.001318
148) 504     135
815     122
296      43
348     204
261     182
811      15
192      68
11      178
658     129
1591    163
285      96
788      37
661     226
860      35
1499    148
831     170
48      154
854     189
1240    226
577      70
1517    137
1565    167
1519    255
1395    151
165     200
1024     27
1420     64
1114    143
1295    110
679      23
       ... 
1052     47
1016    116
1696     46
1337     77
282     121
1702    201
464     200
963      28
1596     64
1287     37
1599     16
1265    247
1534     66
118     106
276      29
472     171
768      40
632     228
1257     40
480     193
570      58
312     138
1491    150
1670     61
413      39
1273     86
600      47
869     255
1453    100
1449    121
Name: 2073, dtype: int64 0.001312
149) 504      23
815      65
296     147
348      63
261      46
811     255
192     255
11      157
658     202
1591    255
285     131
788     145
661      35
860     124
1499    219
831     146
48        0
854      54
1240    239
577      82
1517     96
1565    255
1519    255
1395     20
165     142
1024     79
1420    172
1114    249
1295    140
679     190
       ... 
1052    111
1016    251
1696    255
1337    174
282     228
1702    108
464     108
963      25
1596    156
1287    145
1599    143
1265    203
1534     91
118     255
276     193
472      15
768     117
632      89
1257     40
480      99
570      95
312     255
1491    114
1670     79
413     144
1273     38
600     124
869       2
1453    222
1449    149
Name: 654, dtype: int64 0.001308
150) 504     158
815      62
296      97
348     227
261     200
811      65
192     164
11      105
658     129
1591     47
285     131
788      50
661      92
860     206
1499      3
831      38
48        0
854      54
1240     13
577     118
1517     68
1565      3
1519     47
1395    184
165     185
1024    178
1420     65
1114    171
1295     38
679      13
       ... 
1052    212
1016    255
1696     32
1337    208
282     158
1702    138
464     169
963     211
1596     36
1287    105
1599     60
1265     52
1534    147
118      78
276     240
472      58
768      34
632      81
1257    132
480     197
570      44
312     120
1491     54
1670     22
413      12
1273    235
600      38
869     255
1453     24
1449    225
Name: 2142, dtype: int64 0.001297
151) 504     242
815     200
296     136
348     197
261       7
811     121
192     197
11       80
658     141
1591     58
285     253
788     213
661     144
860     222
1499     95
831     153
48      225
854     207
1240    103
577     167
1517    104
1565     38
1519     53
1395     51
165      13
1024    222
1420    226
1114    181
1295    118
679     115
       ... 
1052    121
1016    113
1696     13
1337    231
282     140
1702    133
464     152
963     147
1596     60
1287     87
1599    166
1265    134
1534    211
118      12
276     180
472     146
768     119
632     203
1257    254
480     168
570     206
312     179
1491    221
1670    144
413     162
1273    134
600      95
869      77
1453    166
1449     85
Name: 1237, dtype: int64 0.001296
152) 504     121
815      15
296      96
348       7
261     170
811      87
192      24
11       95
658       8
1591    255
285       2
788     131
661       2
860      63
1499    192
831      58
48       40
854     121
1240    155
577       7
1517     73
1565     81
1519     37
1395     46
165       6
1024     75
1420     55
1114    155
1295    117
679     176
       ... 
1052    216
1016     89
1696     54
1337    232
282      77
1702    162
464     218
963      36
1596    210
1287     49
1599     18
1265     74
1534    194
118      30
276      40
472     131
768     225
632      22
1257    240
480      83
570     205
312      92
1491    142
1670     39
413     163
1273    109
600     139
869     255
1453    202
1449     64
Name: 1678, dtype: int64 0.001293
153) 504     191
815      98
296     109
348     171
261      29
811      42
192      22
11       27
658      96
1591    252
285      59
788      92
661      89
860      61
1499    156
831     130
48       54
854      99
1240    245
577     101
1517     91
1565    163
1519    110
1395    134
165      39
1024    208
1420    164
1114    180
1295    185
679     191
       ... 
1052    113
1016    255
1696     96
1337    120
282     153
1702    211
464     188
963     198
1596    133
1287    140
1599     77
1265    176
1534    219
118      91
276     156
472     208
768      38
632     183
1257     46
480     237
570     107
312     181
1491    229
1670     93
413     117
1273    133
600     139
869      12
1453    155
1449     77
Name: 1158, dtype: int64 0.001288
154) 504     169
815      38
296      44
348       6
261     157
811       2
192      24
11       91
658      77
1591     59
285     115
788       1
661      15
860     233
1499    197
831     102
48      158
854      15
1240    146
577     123
1517    163
1565     29
1519     76
1395     24
165       5
1024    168
1420     43
1114     91
1295     80
679      84
       ... 
1052    222
1016     69
1696    255
1337    232
282       1
1702    208
464     117
963     111
1596    210
1287    192
1599     30
1265    187
1534     78
118      39
276      15
472      33
768      30
632     177
1257     48
480     233
570       9
312      93
1491    189
1670     28
413      18
1273    156
600      11
869     255
1453    172
1449     93
Name: 1774, dtype: int64 0.001284
155) 504     164
815     141
296     188
348      99
261     105
811     177
192     159
11      255
658     247
1591    255
285     232
788     125
661     171
860      75
1499    246
831     111
48      223
854     106
1240     70
577     165
1517    118
1565    172
1519    255
1395     98
165      83
1024    221
1420    183
1114     82
1295    255
679     141
       ... 
1052    230
1016    179
1696    255
1337     63
282     185
1702    108
464     182
963     237
1596    183
1287    196
1599    255
1265    221
1534     72
118     192
276      19
472      95
768      97
632     183
1257    163
480     149
570     145
312      46
1491    203
1670    234
413     174
1273     17
600     172
869     255
1453    220
1449    216
Name: 165, dtype: int64 0.001280
156) 504     184
815      57
296     105
348     183
261     150
811      19
192      56
11       31
658      29
1591     48
285      89
788      97
661      28
860      57
1499    243
831     217
48       87
854      20
1240    104
577      81
1517     65
1565    122
1519    110
1395     98
165      51
1024     59
1420    178
1114     38
1295    255
679     145
       ... 
1052     34
1016    159
1696    255
1337    232
282     104
1702    108
464      58
963     166
1596     28
1287    129
1599    137
1265     99
1534     89
118      63
276      16
472     231
768     196
632     217
1257     66
480      86
570     112
312      84
1491    226
1670     63
413      67
1273    117
600     116
869      40
1453    155
1449    107
Name: 1511, dtype: int64 0.001275
157) 504      43
815     171
296     125
348     147
261      54
811     161
192      29
11      105
658      21
1591    241
285     171
788     141
661     133
860     169
1499     28
831     111
48      116
854     120
1240     82
577     149
1517    103
1565    125
1519     42
1395    141
165     164
1024     76
1420     74
1114    166
1295     12
679     128
       ... 
1052     85
1016     30
1696     72
1337    215
282      62
1702    199
464     158
963     137
1596    188
1287    177
1599    146
1265    184
1534    164
118     110
276     188
472     226
768     160
632     206
1257     46
480     165
570     145
312     165
1491    208
1670     73
413     155
1273     45
600     132
869     240
1453    125
1449     65
Name: 917, dtype: int64 0.001271
158) 504       8
815      17
296     178
348      50
261     131
811     255
192     255
11       46
658      82
1591     60
285      72
788     255
661      87
860      78
1499    103
831     168
48       97
854     255
1240    134
577      69
1517     22
1565    255
1519    255
1395    255
165     218
1024    180
1420    251
1114     34
1295    255
679     159
       ... 
1052     59
1016    255
1696    255
1337    120
282     129
1702    108
464      89
963     180
1596    214
1287    243
1599    150
1265    144
1534     15
118     255
276     129
472     129
768     198
632      33
1257      6
480      68
570     179
312     255
1491     79
1670    222
413      96
1273    154
600     255
869     151
1453     92
1449     45
Name: 1047, dtype: int64 0.001260
159) 504      27
815      11
296     255
348      31
261      91
811     255
192     255
11        0
658     198
1591    255
285      40
788     255
661     225
860       0
1499     19
831     129
48       85
854     255
1240     91
577     255
1517     10
1565     51
1519    255
1395    255
165     153
1024    222
1420    252
1114     90
1295    255
679     255
       ... 
1052    142
1016    255
1696    251
1337     48
282     244
1702    108
464      90
963     173
1596    129
1287    197
1599    255
1265    168
1534     62
118     255
276     133
472     206
768     253
632      21
1257    255
480      98
570     255
312     255
1491     51
1670    252
413     104
1273    255
600     255
869     255
1453    165
1449     20
Name: 799, dtype: int64 0.001254
160) 504      58
815     108
296     211
348      62
261      57
811      52
192     151
11        0
658     204
1591     86
285      22
788     149
661     226
860       6
1499     27
831     109
48       10
854      45
1240     40
577     101
1517     32
1565    151
1519    255
1395     24
165     110
1024    220
1420    246
1114     72
1295    255
679      93
       ... 
1052     13
1016     67
1696     47
1337    104
282      37
1702    108
464      84
963      30
1596    243
1287     46
1599    128
1265    196
1534    125
118     189
276      84
472      55
768      86
632      48
1257    255
480     138
570     115
312     150
1491     90
1670    219
413     145
1273    136
600     111
869     255
1453     80
1449     30
Name: 594, dtype: int64 0.001248
161) 504     110
815     200
296     189
348     133
261      80
811     139
192     168
11       95
658     126
1591     56
285     218
788     136
661     148
860      72
1499    244
831     233
48      221
854     151
1240    191
577     178
1517    110
1565     73
1519     49
1395    147
165     111
1024     39
1420    120
1114    115
1295    182
679     118
       ... 
1052    146
1016     68
1696     34
1337    103
282      56
1702    211
464     108
963     176
1596    137
1287     51
1599     65
1265    247
1534     92
118     164
276      85
472      61
768     138
632     171
1257    226
480      49
570     187
312      61
1491    146
1670     25
413     187
1273     49
600     158
869      13
1453     57
1449    177
Name: 576, dtype: int64 0.001247
162) 504     120
815     191
296     193
348     108
261     120
811     156
192     131
11      248
658     163
1591     91
285     225
788     100
661     170
860     126
1499    249
831     245
48      221
854     151
1240    155
577     165
1517    126
1565    149
1519    255
1395    127
165      91
1024    222
1420     96
1114     74
1295    143
679     146
       ... 
1052    149
1016    225
1696     32
1337    178
282      56
1702    222
464      57
963     105
1596    220
1287     63
1599    161
1265    248
1534    157
118     177
276     105
472     206
768      62
632     157
1257    255
480      32
570     183
312      85
1491    178
1670    121
413     195
1273     73
600     177
869     255
1453     37
1449    168
Name: 375, dtype: int64 0.001231
163) 504      41
815     212
296     154
348     183
261     158
811     193
192      32
11      156
658      58
1591     26
285     186
788     112
661     176
860     180
1499     15
831     132
48       41
854     185
1240    119
577     157
1517    209
1565    107
1519     36
1395    106
165     113
1024     95
1420    100
1114    228
1295    103
679     175
       ... 
1052     89
1016    240
1696    163
1337    106
282      88
1702    240
464     118
963     232
1596     59
1287    184
1599     62
1265    177
1534     47
118     159
276     179
472     230
768     193
632     202
1257    254
480      18
570     173
312     168
1491    215
1670     70
413     193
1273     78
600     112
869     255
1453    222
1449    172
Name: 978, dtype: int64 0.001228
164) 504      46
815      70
296     169
348      80
261      59
811     148
192     136
11      150
658     218
1591    255
285     147
788      56
661      39
860     183
1499    232
831      65
48        0
854      66
1240    136
577      93
1517    168
1565     85
1519     74
1395    118
165     118
1024    194
1420    181
1114    221
1295     64
679      93
       ... 
1052    249
1016     16
1696    255
1337    101
282     160
1702    108
464      83
963     146
1596    103
1287    231
1599    255
1265    216
1534    145
118     203
276     113
472     157
768     147
632      85
1257     23
480     118
570      93
312     233
1491     92
1670    211
413     132
1273    200
600     146
869     166
1453    231
1449    182
Name: 455, dtype: int64 0.001227
165) 504     217
815     235
296     228
348     243
261     127
811     124
192     128
11       56
658      50
1591     88
285     137
788     171
661      18
860     146
1499     86
831      45
48       92
854     190
1240    149
577     236
1517    210
1565    115
1519     25
1395     44
165      24
1024     99
1420     51
1114    111
1295     44
679     202
       ... 
1052    187
1016     76
1696     38
1337    232
282      10
1702    113
464      45
963     183
1596     60
1287     53
1599     23
1265    104
1534     24
118      22
276     161
472     205
768     239
632     211
1257     47
480     230
570     215
312     184
1491    252
1670     47
413     238
1273    117
600     216
869      88
1453    226
1449    161
Name: 1379, dtype: int64 0.001227
166) 504      28
815     135
296     151
348     239
261      39
811     167
192      38
11       83
658      55
1591    180
285      30
788      83
661      80
860     232
1499     93
831     173
48      255
854     102
1240    127
577     105
1517     36
1565     44
1519    255
1395     56
165     224
1024    108
1420    243
1114    235
1295    145
679     137
       ... 
1052      3
1016    255
1696    255
1337    201
282     149
1702    108
464     158
963     148
1596     57
1287    158
1599    142
1265    142
1534    170
118     120
276     202
472      50
768      94
632      84
1257     31
480     121
570      95
312     161
1491    226
1670    164
413     112
1273    109
600      82
869       0
1453     77
1449     15
Name: 1143, dtype: int64 0.001226
167) 504      68
815      69
296      48
348     187
261     218
811      79
192     100
11      255
658      72
1591     48
285     157
788      12
661      77
860     220
1499      2
831     163
48        0
854      45
1240     78
577     209
1517     94
1565      0
1519    123
1395    113
165     128
1024    222
1420     66
1114    155
1295     50
679      69
       ... 
1052    209
1016    255
1696    255
1337    118
282     196
1702    152
464     221
963     213
1596     55
1287     55
1599     55
1265     16
1534    101
118      95
276     219
472     135
768      15
632      99
1257    148
480     218
570      20
312     114
1491     75
1670    189
413      44
1273    255
600      63
869     255
1453     10
1449    227
Name: 2390, dtype: int64 0.001225
168) 504      81
815     120
296     208
348      74
261      27
811     112
192     102
11        1
658     195
1591     79
285      15
788     104
661     215
860      97
1499     96
831     195
48       83
854      84
1240    117
577     117
1517     39
1565     52
1519    255
1395      7
165      97
1024    145
1420    235
1114    183
1295    255
679     100
       ... 
1052    177
1016     44
1696     65
1337    112
282      28
1702    108
464      20
963      21
1596     78
1287     43
1599     70
1265    196
1534    229
118     167
276      85
472      76
768     182
632      69
1257    164
480     145
570     118
312      78
1491    174
1670    188
413     134
1273     33
600     106
869     188
1453     67
1449     11
Name: 542, dtype: int64 0.001222
169) 504     246
815      25
296      41
348      26
261     145
811     100
192     191
11       47
658      14
1591     84
285      65
788     154
661      11
860      69
1499    247
831      53
48       49
854      14
1240    196
577     193
1517    118
1565    122
1519    255
1395    114
165      27
1024    194
1420    166
1114     96
1295    255
679     185
       ... 
1052    108
1016    214
1696    234
1337    232
282     129
1702    151
464      16
963     188
1596     81
1287     71
1599     76
1265    121
1534    175
118      82
276      71
472     191
768     132
632     204
1257    158
480     236
570     140
312     122
1491    241
1670    136
413     233
1273    107
600     146
869      16
1453    197
1449     35
Name: 1310, dtype: int64 0.001222
170) 504     234
815     157
296     221
348      99
261     233
811     177
192     162
11        0
658     230
1591    177
285     165
788      53
661     148
860      45
1499     57
831     213
48       48
854     106
1240    128
577     156
1517    192
1565    255
1519    255
1395    255
165      67
1024    222
1420    180
1114    104
1295    255
679     146
       ... 
1052     55
1016    255
1696    138
1337     45
282      38
1702    108
464     172
963     196
1596    165
1287    157
1599    154
1265    165
1534    174
118     165
276      17
472      48
768     134
632     116
1257    255
480     168
570     183
312      42
1491    146
1670    240
413     216
1273    255
600     188
869     143
1453    237
1449    206
Name: 34, dtype: int64 0.001221
171) 504     100
815     203
296      50
348       4
261     151
811      26
192      36
11       53
658      10
1591    255
285      86
788     188
661     145
860     139
1499    193
831      17
48      138
854       5
1240     46
577     221
1517    217
1565     83
1519     44
1395     43
165      31
1024    108
1420     50
1114    127
1295    154
679     212
       ... 
1052    209
1016     68
1696     24
1337    232
282      14
1702    118
464      27
963      25
1596    159
1287     32
1599    198
1265     73
1534     16
118      29
276       5
472     187
768     216
632     213
1257    141
480     235
570      60
312      77
1491    133
1670     75
413     127
1273     81
600     209
869     255
1453    210
1449     60
Name: 1631, dtype: int64 0.001221
172) 504      39
815     120
296     196
348      86
261      73
811      83
192      32
11      247
658     193
1591     20
285      95
788     177
661     211
860      55
1499    128
831      28
48      122
854      84
1240    149
577     116
1517     16
1565     54
1519    255
1395     35
165     122
1024    105
1420    245
1114    248
1295    255
679     141
       ... 
1052     30
1016     89
1696     15
1337    171
282      32
1702     75
464      58
963      16
1596    200
1287    218
1599    129
1265    201
1534    177
118     135
276      94
472      99
768     137
632      72
1257    148
480     140
570     121
312     103
1491    179
1670    100
413     127
1273     98
600     106
869     107
1453    106
1449      8
Name: 692, dtype: int64 0.001220
173) 504     247
815     210
296     132
348     227
261     106
811     186
192     108
11       81
658     148
1591     33
285     156
788     126
661     129
860     130
1499     56
831     189
48      219
854     177
1240    215
577     166
1517     55
1565     55
1519     20
1395     75
165      45
1024    199
1420     96
1114     42
1295     57
679     117
       ... 
1052    155
1016    254
1696    206
1337    122
282     158
1702    165
464     159
963     214
1596     22
1287     93
1599     55
1265    142
1534     76
118     127
276     195
472     223
768     132
632     163
1257    255
480     160
570     174
312     176
1491    137
1670    143
413     191
1273    105
600     114
869      82
1453    226
1449    131
Name: 1133, dtype: int64 0.001215
174) 504     223
815     215
296       2
348     112
261     135
811     101
192     170
11      119
658     151
1591     70
285     175
788     208
661      20
860      44
1499     77
831      11
48      154
854     217
1240    182
577     231
1517    184
1565     60
1519    149
1395    103
165      29
1024     93
1420     34
1114    176
1295    114
679     203
       ... 
1052    148
1016     29
1696    255
1337    232
282     208
1702    162
464      40
963     210
1596     76
1287     62
1599    151
1265    107
1534    109
118      67
276     131
472     252
768     238
632     248
1257    134
480     229
570     212
312      57
1491    232
1670     32
413     239
1273    144
600     214
869      14
1453    130
1449    124
Name: 1366, dtype: int64 0.001214
175) 504     167
815     161
296     211
348     100
261     136
811     166
192     134
11        0
658     227
1591     75
285     204
788     128
661     148
860     131
1499    101
831     244
48      132
854     129
1240    160
577     157
1517    109
1565    171
1519    255
1395    112
165      70
1024    221
1420    198
1114     55
1295    255
679     140
       ... 
1052     44
1016    255
1696     65
1337     63
282      98
1702    108
464     159
963     155
1596    192
1287    190
1599    165
1265    192
1534    192
118     164
276      72
472      26
768      79
632     126
1257    255
480     171
570     189
312      63
1491     98
1670    229
413     211
1273     63
600     160
869      31
1453    195
1449    173
Name: 184, dtype: int64 0.001211
176) 504     154
815       4
296     128
348     227
261      52
811     230
192     255
11       80
658      41
1591     46
285      68
788     110
661      92
860      58
1499     95
831     198
48      205
854     101
1240    132
577      61
1517     64
1565    255
1519    255
1395    173
165     189
1024    130
1420    214
1114     96
1295    156
679       3
       ... 
1052    160
1016     48
1696    251
1337    219
282     132
1702    108
464      72
963     199
1596    185
1287    105
1599     91
1265     77
1534    139
118     255
276     190
472     150
768     154
632      54
1257      2
480     123
570      83
312     255
1491    189
1670    218
413     101
1273     96
600      12
869      93
1453     81
1449     40
Name: 1545, dtype: int64 0.001211
177) 504     172
815      83
296      59
348     176
261     154
811      52
192      50
11      173
658     166
1591    255
285      94
788      44
661     173
860      39
1499    169
831      81
48       43
854     194
1240    132
577      52
1517    175
1565    104
1519    208
1395    103
165     222
1024    103
1420     11
1114    173
1295    132
679       6
       ... 
1052     27
1016      8
1696    255
1337    154
282      29
1702    190
464     217
963     198
1596    232
1287    143
1599    187
1265     78
1534     48
118      75
276     189
472      23
768     139
632     230
1257     63
480      65
570      78
312      18
1491     92
1670     59
413      45
1273    128
600      40
869     255
1453     88
1449    113
Name: 1915, dtype: int64 0.001203
178) 504      75
815     190
296     173
348     142
261      84
811     131
192      29
11       73
658     129
1591     88
285     222
788     173
661     132
860      80
1499    193
831     174
48       76
854     150
1240    158
577     165
1517    230
1565     93
1519     51
1395    136
165     130
1024     70
1420    113
1114    103
1295    150
679     161
       ... 
1052    143
1016    167
1696     60
1337    165
282      93
1702    178
464     105
963     213
1596    179
1287     85
1599     48
1265    241
1534     90
118      97
276     140
472      93
768     153
632     157
1257     26
480      47
570     178
312      17
1491    189
1670     23
413     175
1273     58
600     150
869      13
1453     91
1449    163
Name: 673, dtype: int64 0.001201
179) 504      15
815     167
296     158
348     226
261     104
811     158
192     154
11       66
658      61
1591     77
285      41
788      95
661     107
860     226
1499     98
831      76
48      255
854      84
1240     53
577     101
1517     47
1565     40
1519    255
1395     98
165     218
1024    170
1420    245
1114    218
1295    151
679     117
       ... 
1052      2
1016    255
1696    255
1337    198
282     116
1702    108
464      70
963     154
1596    125
1287     38
1599     64
1265    138
1534     19
118     168
276     148
472      75
768     124
632      63
1257     72
480     122
570      93
312     183
1491    224
1670    179
413     134
1273     70
600      77
869       0
1453     47
1449     22
Name: 1094, dtype: int64 0.001199
180) 504     224
815     228
296     212
348     200
261     139
811     147
192     183
11       54
658      56
1591     49
285     178
788     217
661      17
860     180
1499     83
831     170
48       47
854     158
1240     94
577     194
1517     66
1565     81
1519     33
1395     53
165      13
1024    215
1420     62
1114     98
1295     44
679     197
       ... 
1052    166
1016     77
1696     59
1337    232
282      60
1702    123
464     153
963     128
1596     28
1287    180
1599     51
1265    122
1534     62
118      45
276     208
472     242
768     226
632     212
1257    114
480     239
570     213
312      88
1491    248
1670    135
413     220
1273    110
600     169
869      53
1453    224
1449    131
Name: 1334, dtype: int64 0.001197
181) 504     162
815      89
296      58
348       7
261     186
811       4
192       9
11       83
658      54
1591    150
285       9
788     112
661     218
860     213
1499    180
831      10
48      152
854      90
1240     10
577     207
1517    232
1565     33
1519     49
1395     65
165      11
1024    160
1420     42
1114    190
1295     80
679     113
       ... 
1052    211
1016    154
1696    255
1337    232
282      34
1702    178
464      34
963     165
1596    186
1287     35
1599    246
1265    196
1534     33
118      49
276      15
472      71
768     168
632      17
1257    221
480     124
570      16
312      64
1491    205
1670     30
413      87
1273     86
600     207
869     255
1453    147
1449     96
Name: 1671, dtype: int64 0.001196
182) 504      53
815      90
296      19
348     212
261     216
811      63
192      90
11      205
658      74
1591    183
285     210
788      17
661     156
860     208
1499    251
831     160
48      100
854     132
1240    180
577     204
1517    155
1565    229
1519    255
1395    195
165     140
1024    143
1420     66
1114    203
1295    255
679      69
       ... 
1052     73
1016    255
1696    255
1337     79
282     166
1702    165
464      63
963     200
1596     22
1287     14
1599     96
1265     16
1534    140
118      25
276     218
472     145
768      13
632     219
1257    255
480     222
570      39
312     139
1491     79
1670    195
413      53
1273    225
600      57
869     255
1453     32
1449    227
Name: 2429, dtype: int64 0.001195
183) 504      68
815     122
296     168
348     170
261     105
811     255
192     255
11       42
658      54
1591    255
285      61
788     255
661      63
860     208
1499     99
831     146
48      166
854     255
1240    117
577      80
1517     36
1565    255
1519    255
1395    255
165     203
1024     60
1420    247
1114    118
1295    144
679     167
       ... 
1052      4
1016    255
1696    255
1337    121
282     198
1702    108
464     100
963     186
1596    216
1287    185
1599    249
1265    131
1534    146
118     255
276     206
472      75
768      91
632      36
1257     50
480      64
570     176
312     255
1491    140
1670    229
413     108
1273    135
600     255
869     121
1453     90
1449     39
Name: 1197, dtype: int64 0.001181
184) 504      32
815      13
296      57
348       8
261     167
811     132
192      24
11      116
658       2
1591    255
285       4
788     158
661      13
860      69
1499    194
831      45
48      180
854      23
1240     36
577       2
1517    134
1565     78
1519     29
1395     49
165       3
1024    136
1420     79
1114    133
1295    146
679     145
       ... 
1052    213
1016    113
1696     25
1337    232
282      83
1702    106
464      67
963      27
1596    139
1287     58
1599    113
1265     77
1534    201
118      31
276      40
472     138
768     226
632      27
1257    233
480     140
570     207
312      84
1491    147
1670     36
413     226
1273     84
600     203
869     255
1453    201
1449     54
Name: 1679, dtype: int64 0.001178
185) 504     234
815     103
296     228
348      54
261     235
811     158
192     170
11        0
658     152
1591    255
285     111
788     118
661     225
860       0
1499    111
831      43
48        0
854      35
1240     71
577     127
1517     41
1565      1
1519    255
1395    211
165      58
1024    222
1420    198
1114     59
1295    255
679     103
       ... 
1052      6
1016    255
1696    255
1337     42
282      84
1702    108
464     203
963     149
1596    248
1287    205
1599    167
1265    148
1534     80
118     162
276      17
472     125
768     204
632      39
1257    255
480     161
570     132
312      29
1491    153
1670    229
413     192
1273    255
600     124
869     255
1453    244
1449    224
Name: 93, dtype: int64 0.001177
186) 504       5
815     255
296     255
348      34
261     255
811     255
192     255
11       95
658     248
1591    255
285      95
788     255
661     255
860      97
1499    220
831     198
48        0
854     255
1240    222
577     255
1517    106
1565    255
1519    255
1395    255
165     255
1024    222
1420    138
1114    222
1295    255
679     255
       ... 
1052     74
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     169
1596    202
1287    220
1599    223
1265    157
1534    123
118     255
276     191
472     133
768     255
632      48
1257     60
480     255
570     255
312     255
1491    113
1670    191
413     255
1273    208
600     255
869     255
1453    236
1449    168
Name: 850, dtype: int64 0.001174
187) 504     166
815      32
296      63
348     187
261     188
811      87
192     107
11      156
658      63
1591     53
285     115
788      32
661     144
860     209
1499    195
831      73
48       44
854     106
1240     85
577     215
1517     68
1565    213
1519    255
1395    181
165     164
1024     81
1420     81
1114    198
1295     84
679      66
       ... 
1052    243
1016    255
1696    255
1337    114
282     180
1702    182
464     105
963     169
1596    144
1287     13
1599     25
1265     10
1534    138
118      28
276     226
472     104
768      33
632     206
1257    153
480      11
570      60
312     145
1491     27
1670    153
413      25
1273     15
600      49
869     255
1453     46
1449    245
Name: 2283, dtype: int64 0.001172
188) 504      33
815     208
296     144
348     167
261      40
811     194
192      44
11       65
658      85
1591     78
285     216
788     113
661     230
860     176
1499     24
831      91
48      127
854      19
1240    138
577     155
1517     81
1565     37
1519     20
1395    128
165     184
1024     97
1420    130
1114    255
1295     16
679     176
       ... 
1052    237
1016    231
1696     25
1337    203
282      74
1702    149
464     143
963     121
1596     57
1287    154
1599     75
1265    234
1534     83
118     117
276     195
472     221
768     167
632     183
1257     39
480      17
570     168
312     169
1491     77
1670     14
413     172
1273     68
600     140
869      38
1453    148
1449    155
Name: 971, dtype: int64 0.001170
189) 504     186
815     170
296     156
348     242
261     149
811     173
192     136
11       86
658      66
1591      7
285     126
788     113
661     104
860     125
1499     56
831     157
48      181
854     162
1240    150
577     163
1517     22
1565     44
1519    122
1395     79
165     171
1024    222
1420    235
1114     80
1295     73
679     176
       ... 
1052    156
1016    159
1696     23
1337    212
282     103
1702    198
464      96
963     159
1596    114
1287     44
1599     53
1265    167
1534    161
118     104
276      35
472     232
768     168
632     126
1257    154
480     153
570     154
312     152
1491    136
1670    142
413     163
1273    107
600     105
869     243
1453    225
1449      7
Name: 937, dtype: int64 0.001168
190) 504      78
815     207
296     155
348     211
261     164
811     193
192     129
11      114
658      55
1591    147
285     187
788      89
661     148
860     195
1499     34
831      56
48      222
854     191
1240     42
577     142
1517    117
1565     57
1519     22
1395     91
165     179
1024    106
1420     83
1114     45
1295    122
679     162
       ... 
1052    243
1016    255
1696    152
1337    152
282     106
1702    158
464     142
963     129
1596     35
1287    182
1599     61
1265    164
1534     44
118      97
276     185
472     174
768     203
632     180
1257    255
480     164
570     147
312     169
1491    220
1670     40
413     187
1273    127
600     121
869     255
1453    231
1449    156
Name: 1031, dtype: int64 0.001163
191) 504     241
815      82
296      17
348     159
261     150
811      21
192     191
11       31
658      32
1591    111
285     160
788     203
661     225
860      63
1499    224
831      20
48      128
854     156
1240    208
577      70
1517    117
1565    125
1519    180
1395    125
165      43
1024    222
1420    146
1114     35
1295    110
679     202
       ... 
1052     94
1016     66
1696     62
1337    232
282     153
1702    193
464     199
963     214
1596    202
1287     45
1599     65
1265    141
1534    205
118      93
276     151
472      52
768     106
632      18
1257    254
480     239
570     204
312      77
1491    236
1670    110
413     231
1273     84
600     200
869      39
1453    147
1449     88
Name: 1211, dtype: int64 0.001145
192) 504      20
815     129
296     156
348     245
261      49
811     193
192     171
11       56
658      78
1591     79
285      22
788      86
661     143
860     170
1499     73
831     190
48      249
854     126
1240     48
577     111
1517     48
1565     25
1519    255
1395     49
165     150
1024    145
1420    240
1114    199
1295    155
679     177
       ... 
1052     35
1016    255
1696    237
1337    203
282     120
1702     78
464      76
963     129
1596    104
1287     48
1599    101
1265    115
1534     83
118     120
276      51
472     188
768     183
632      92
1257    178
480     129
570     113
312     143
1491    143
1670    141
413     115
1273     86
600      82
869      45
1453    183
1449      3
Name: 991, dtype: int64 0.001143
193) 504      88
815      75
296      74
348      86
261       9
811      38
192      50
11       97
658     135
1591    255
285      32
788      75
661      52
860     134
1499     68
831     128
48       85
854      91
1240    250
577      74
1517    132
1565    255
1519    220
1395    118
165     236
1024    116
1420    172
1114    165
1295    255
679      96
       ... 
1052    113
1016    255
1696     47
1337    128
282     174
1702    149
464     183
963     170
1596    153
1287    197
1599    159
1265    158
1534    199
118     148
276     158
472     203
768      92
632     113
1257     95
480     108
570      90
312     232
1491    148
1670    105
413     108
1273     94
600      85
869       4
1453    194
1449     90
Name: 1155, dtype: int64 0.001141
194) 504       5
815     255
296     243
348      41
261     255
811     255
192     255
11      155
658     210
1591    255
285     128
788     255
661     255
860     106
1499    225
831     200
48        2
854     255
1240    250
577     212
1517    125
1565    255
1519    255
1395    255
165     255
1024    222
1420    160
1114    115
1295    255
679     255
       ... 
1052     83
1016    255
1696    255
1337     81
282     255
1702    108
464     255
963     102
1596    151
1287    188
1599    147
1265    143
1534    118
118     255
276     145
472     152
768     222
632      60
1257    132
480      91
570     255
312     255
1491    145
1670    170
413     255
1273    195
600     255
869     171
1453    232
1449    182
Name: 851, dtype: int64 0.001134
195) 504     165
815     192
296      69
348     183
261     182
811      10
192      78
11      187
658     103
1591     13
285     100
788      50
661     220
860     123
1499    140
831     102
48      107
854     191
1240    235
577      26
1517    191
1565    161
1519    255
1395    148
165     167
1024     38
1420     60
1114    108
1295    132
679      13
       ... 
1052     59
1016    170
1696     69
1337    113
282      57
1702    232
464     194
963      35
1596     28
1287     42
1599     21
1265    241
1534    133
118      84
276     145
472     143
768      21
632     206
1257    159
480     167
570      38
312     150
1491    142
1670     53
413      55
1273     94
600       8
869     255
1453    139
1449     97
Name: 2024, dtype: int64 0.001128
196) 504      72
815     132
296     129
348     223
261      75
811     134
192      46
11      118
658     201
1591    255
285     194
788     136
661     123
860      54
1499     22
831     152
48       91
854     147
1240    168
577     124
1517     76
1565    226
1519     65
1395    183
165     122
1024    196
1420    106
1114    158
1295      7
679     109
       ... 
1052    218
1016     47
1696    123
1337    104
282      47
1702    108
464     191
963     203
1596    177
1287    240
1599    255
1265    222
1534    226
118      60
276      70
472      69
768      44
632     184
1257    118
480     144
570     142
312     104
1491    189
1670    111
413     173
1273     72
600     179
869     255
1453    101
1449    195
Name: 563, dtype: int64 0.001125
197) 504     105
815     215
296     141
348     165
261     146
811     112
192      36
11      107
658      49
1591     84
285     180
788     100
661     139
860     158
1499     29
831      97
48       63
854     188
1240    145
577     159
1517    100
1565     65
1519     20
1395     92
165     157
1024     95
1420    103
1114     53
1295     30
679     160
       ... 
1052    124
1016    255
1696    253
1337    113
282     127
1702    168
464     136
963     169
1596    121
1287     82
1599     60
1265    162
1534     25
118      68
276     194
472     223
768     153
632     195
1257    255
480      64
570     170
312     176
1491    117
1670     60
413     201
1273     87
600     123
869     227
1453    219
1449    185
Name: 1080, dtype: int64 0.001114
198) 504     175
815     255
296     239
348      59
261     255
811     255
192     255
11      159
658     143
1591    255
285      57
788     255
661     255
860      72
1499    211
831      73
48      212
854     255
1240    250
577     211
1517     82
1565    255
1519    255
1395    255
165     255
1024    156
1420    139
1114    151
1295    100
679     255
       ... 
1052     87
1016    255
1696    155
1337     99
282     255
1702    108
464     255
963     142
1596    199
1287    198
1599     62
1265    115
1534    216
118     255
276      90
472     193
768     215
632      65
1257    255
480      39
570     255
312     255
1491    123
1670    124
413     255
1273     37
600     255
869     171
1453    220
1449     96
Name: 1201, dtype: int64 0.001105
199) 504      37
815      72
296     147
348      84
261      29
811     125
192      60
11       64
658     190
1591    255
285     131
788     106
661      41
860     120
1499    187
831     203
48        3
854      84
1240    237
577      83
1517    106
1565    255
1519    244
1395     18
165     145
1024     64
1420    183
1114    189
1295     89
679      64
       ... 
1052     98
1016    252
1696    255
1337    121
282      80
1702    108
464      95
963      33
1596    163
1287    170
1599    162
1265    188
1534    187
118     169
276     190
472      31
768     136
632      90
1257     26
480     120
570      99
312     221
1491    123
1670    109
413     128
1273     86
600      97
869      14
1453    211
1449    146
Name: 655, dtype: int64 0.001103
200) 504     224
815     223
296     232
348     250
261       2
811     151
192     186
11       58
658      42
1591     62
285     241
788     222
661      19
860     228
1499    142
831      98
48      251
854     110
1240     95
577     171
1517     44
1565     92
1519     22
1395     47
165      14
1024    203
1420    229
1114     70
1295     34
679     191
       ... 
1052    167
1016     37
1696     44
1337    232
282      62
1702    111
464     166
963     135
1596     74
1287    118
1599     61
1265    113
1534    109
118      23
276     217
472     231
768     224
632     182
1257     68
480     245
570     208
312      89
1491    244
1670    140
413     201
1273     99
600     183
869     137
1453    203
1449    108
Name: 1336, dtype: int64 0.001100
201) 504       5
815     154
296     139
348      55
261     255
811     255
192     255
11      119
658     193
1591    255
285     102
788     255
661     255
860      57
1499    212
831      83
48       17
854     207
1240    252
577      75
1517     88
1565    255
1519    255
1395    255
165     244
1024    205
1420    148
1114    142
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337    186
282     255
1702    108
464     255
963      24
1596    141
1287    174
1599    198
1265    137
1534    101
118     255
276      67
472     199
768     150
632      70
1257    244
480      95
570     255
312     255
1491    144
1670    164
413     115
1273     24
600     255
869      93
1453    225
1449    144
Name: 902, dtype: int64 0.001097
202) 504     234
815     153
296     220
348     100
261     231
811     172
192     165
11        0
658     224
1591    107
285     188
788     148
661     126
860      43
1499     78
831     229
48      148
854     106
1240    113
577     158
1517    184
1565    255
1519    255
1395    234
165      67
1024    222
1420    197
1114     68
1295    255
679     138
       ... 
1052     19
1016    255
1696     86
1337     42
282      62
1702    108
464     187
963     152
1596    197
1287    201
1599    185
1265    176
1534    185
118     165
276      30
472       8
768     111
632     114
1257    255
480      54
570     186
312      43
1491    111
1670    241
413     211
1273    253
600     167
869      39
1453    228
1449    191
Name: 85, dtype: int64 0.001075
203) 504     237
815     231
296     144
348     231
261     133
811     193
192     193
11       80
658     239
1591     86
285     160
788     170
661     233
860     150
1499     48
831     127
48       93
854     214
1240    110
577     180
1517    209
1565    100
1519     20
1395     25
165      22
1024     94
1420     57
1114    105
1295    106
679      56
       ... 
1052    116
1016    172
1696    255
1337    160
282     212
1702     90
464     172
963     197
1596     11
1287    165
1599     57
1265    164
1534     23
118      91
276     133
472     220
768     149
632     189
1257     58
480      71
570     176
312     186
1491    229
1670    165
413     203
1273      4
600     122
869      73
1453    213
1449    146
Name: 1178, dtype: int64 0.001069
204) 504       5
815     102
296      35
348       7
261     149
811      97
192     159
11       88
658       7
1591    240
285      86
788     218
661       3
860     166
1499    159
831     177
48       31
854       4
1240     44
577      99
1517    177
1565     91
1519     37
1395     64
165      36
1024     94
1420     53
1114    125
1295     22
679     211
       ... 
1052    188
1016     58
1696    248
1337    232
282      51
1702    235
464      24
963     208
1596     35
1287    113
1599    117
1265    166
1534     15
118      94
276      82
472     244
768     239
632       7
1257     53
480     186
570     187
312      80
1491    232
1670     96
413     174
1273     67
600     210
869     250
1453    175
1449    113
Name: 1525, dtype: int64 0.001063
205) 504      12
815     116
296     172
348     173
261      95
811     195
192     173
11      122
658      78
1591     78
285      28
788      64
661     167
860     206
1499    108
831     184
48      253
854      84
1240     69
577     122
1517     21
1565     61
1519    255
1395     42
165     217
1024    134
1420    237
1114    206
1295     99
679     174
       ... 
1052     52
1016    212
1696    252
1337    203
282     109
1702     87
464      94
963      21
1596    161
1287     45
1599    110
1265    122
1534     18
118     119
276      61
472     180
768     175
632      72
1257    128
480     145
570     106
312     140
1491    158
1670    155
413     115
1273     58
600      82
869      10
1453    128
1449     13
Name: 993, dtype: int64 0.001062
206) 504     106
815     189
296     181
348     137
261      87
811     146
192     131
11       95
658     153
1591    154
285     232
788     107
661     141
860      91
1499    241
831     135
48       91
854     165
1240    144
577     174
1517    122
1565     75
1519     25
1395     99
165     104
1024     68
1420    161
1114     62
1295    134
679     140
       ... 
1052    121
1016     59
1696     46
1337    112
282     134
1702    215
464     125
963     145
1596    112
1287     50
1599    114
1265    250
1534     87
118     173
276     105
472     149
768     153
632     147
1257     23
480      49
570     183
312      65
1491    179
1670     86
413     170
1273      5
600     167
869     248
1453     46
1449    162
Name: 522, dtype: int64 0.001062
207) 504     221
815      33
296      86
348     182
261     174
811      72
192      56
11      151
658     118
1591    255
285      71
788     164
661     171
860      65
1499    100
831     136
48       98
854     179
1240     45
577      49
1517      3
1565    131
1519     78
1395     28
165     217
1024     87
1420     28
1114    200
1295    141
679      57
       ... 
1052     16
1016     40
1696    255
1337    233
282     144
1702    233
464     170
963      46
1596     62
1287    142
1599    156
1265     85
1534     53
118      72
276     175
472     192
768     157
632     198
1257    230
480      59
570      77
312      28
1491     86
1670     11
413      75
1273    110
600      20
869     255
1453    116
1449    100
Name: 1813, dtype: int64 0.001056
208) 504     233
815      95
296     228
348      47
261     234
811     151
192     200
11        0
658     155
1591    255
285      77
788     106
661     229
860       0
1499    127
831      39
48        0
854      30
1240     72
577     126
1517     67
1565      0
1519    255
1395    247
165      62
1024    222
1420    207
1114    101
1295    255
679      97
       ... 
1052     43
1016    255
1696    255
1337     42
282      82
1702    108
464     223
963     108
1596    232
1287    204
1599    231
1265    161
1534     81
118     202
276      34
472      77
768     175
632      37
1257    255
480     142
570     141
312     116
1491    156
1670    226
413     174
1273    255
600     117
869     255
1453    244
1449    225
Name: 94, dtype: int64 0.001055
209) 504     141
815     194
296     202
348     129
261     108
811     164
192     112
11      255
658     180
1591     68
285     217
788     114
661     162
860     132
1499    187
831      63
48      234
854     132
1240     90
577     173
1517    193
1565    106
1519    255
1395    136
165      86
1024    152
1420    200
1114     93
1295    255
679     144
       ... 
1052    208
1016    255
1696     62
1337    110
282     103
1702    228
464      42
963     140
1596    152
1287    233
1599     57
1265    221
1534    212
118     174
276      39
472     175
768     101
632     157
1257    255
480      74
570     190
312      55
1491     78
1670    160
413     216
1273     57
600     180
869     134
1453     34
1449    200
Name: 279, dtype: int64 0.001054
210) 504      34
815      88
296     207
348      48
261      86
811     255
192     255
11       23
658     170
1591     85
285      30
788     156
661     232
860       1
1499     53
831     190
48      129
854     255
1240     91
577      85
1517     21
1565    203
1519    255
1395    248
165     140
1024    193
1420    247
1114    220
1295    255
679     160
       ... 
1052     50
1016    114
1696     35
1337    144
282     107
1702    108
464      77
963      22
1596    223
1287    186
1599    179
1265    168
1534    127
118     255
276      91
472     145
768     105
632      35
1257    255
480     128
570      94
312     255
1491     86
1670    240
413     125
1273    138
600      87
869     255
1453    102
1449     35
Name: 746, dtype: int64 0.001052
211) 504     142
815     136
296      58
348     195
261     172
811      71
192      70
11      190
658     120
1591     30
285     126
788      40
661     211
860     212
1499    191
831      41
48       54
854     160
1240     24
577     199
1517    141
1565    255
1519    255
1395    161
165     209
1024    125
1420    229
1114    202
1295    117
679      59
       ... 
1052     60
1016     17
1696     46
1337     53
282     140
1702    174
464     169
963     220
1596     25
1287     71
1599     23
1265     23
1534    232
118      53
276     202
472      67
768      37
632     214
1257    129
480     200
570      63
312     112
1491    142
1670     88
413      21
1273    100
600      69
869     255
1453     64
1449     72
Name: 2176, dtype: int64 0.001051
212) 504     111
815     125
296      45
348     205
261     176
811      57
192      91
11      253
658     160
1591    255
285     122
788      71
661     211
860     225
1499    128
831      43
48       28
854     190
1240    215
577     214
1517    187
1565     18
1519    255
1395    172
165     188
1024     87
1420    101
1114    219
1295    192
679      64
       ... 
1052     31
1016     14
1696    255
1337     68
282     166
1702    129
464     176
963     206
1596     60
1287    103
1599     26
1265     20
1534    127
118      87
276     220
472     101
768     145
632     227
1257    252
480      64
570      43
312      98
1491    147
1670     88
413      16
1273     78
600      64
869     255
1453    103
1449    243
Name: 2219, dtype: int64 0.001044
213) 504     169
815      73
296     123
348     222
261     103
811     107
192      85
11       80
658      44
1591     47
285      71
788     148
661     164
860      75
1499     53
831     205
48      177
854      69
1240     66
577     100
1517     83
1565    255
1519    255
1395    105
165     211
1024    127
1420    217
1114     53
1295    136
679      14
       ... 
1052    163
1016    105
1696    104
1337    232
282     122
1702    108
464      92
963     189
1596     77
1287     14
1599    162
1265     89
1534    130
118     113
276     171
472      61
768     130
632      78
1257      1
480     137
570      99
312     188
1491    198
1670    200
413     102
1273     74
600     203
869      42
1453     90
1449     23
Name: 1493, dtype: int64 0.001036
214) 504     183
815      60
296      68
348      75
261     193
811     255
192     255
11      221
658     137
1591    248
285      60
788     255
661      38
860      49
1499    204
831      89
48       86
854      56
1240    238
577      60
1517     70
1565    255
1519    255
1395    239
165     236
1024    150
1420    139
1114    208
1295    255
679     255
       ... 
1052     90
1016    255
1696    165
1337    231
282     255
1702    108
464     203
963     138
1596    178
1287    242
1599    153
1265    120
1534    172
118     255
276     113
472     161
768     128
632      90
1257     46
480      57
570     234
312     255
1491    223
1670    127
413      95
1273     77
600     131
869      54
1453    200
1449     54
Name: 1303, dtype: int64 0.001036
215) 504     110
815     187
296     194
348     142
261      41
811     147
192     131
11      255
658     174
1591     99
285     217
788     109
661     125
860      88
1499    250
831     124
48      225
854     132
1240    111
577     155
1517    152
1565     68
1519    255
1395     83
165      97
1024    218
1420     91
1114     65
1295     72
679     144
       ... 
1052    191
1016    146
1696     60
1337    112
282      34
1702    230
464      81
963     180
1596    164
1287    216
1599     78
1265    223
1534    208
118     161
276      79
472     165
768     184
632     157
1257    255
480      13
570     190
312      92
1491     61
1670    115
413     183
1273     52
600     149
869      42
1453     27
1449    130
Name: 430, dtype: int64 0.001035
216) 504     253
815     227
296     235
348     220
261      50
811     137
192     191
11       92
658      14
1591     68
285     214
788     241
661       2
860      47
1499     48
831     129
48       87
854       9
1240     18
577     201
1517    189
1565     57
1519     17
1395     24
165      44
1024     83
1420     95
1114    253
1295     50
679     182
       ... 
1052    124
1016    255
1696    189
1337    232
282     200
1702    192
464      53
963     157
1596     17
1287     60
1599    114
1265    229
1534     73
118     151
276     150
472     193
768     130
632     209
1257    253
480     149
570     156
312     192
1491    242
1670    153
413     153
1273    100
600     141
869      83
1453     78
1449    172
Name: 1222, dtype: int64 0.001034
217) 504      59
815      60
296      91
348     140
261     226
811     255
192     255
11        0
658      54
1591    228
285     171
788      71
661      53
860       0
1499      0
831     173
48        0
854     255
1240    149
577     204
1517     60
1565      0
1519    255
1395    247
165      64
1024    222
1420     54
1114     15
1295     40
679      62
       ... 
1052    210
1016    255
1696    188
1337    118
282     200
1702    151
464     185
963     206
1596    122
1287    103
1599    104
1265     41
1534    160
118     255
276     193
472     111
768       8
632      34
1257    255
480     212
570      26
312     255
1491     17
1670    182
413      12
1273    255
600      31
869     255
1453     16
1449    227
Name: 2396, dtype: int64 0.001033
218) 504     124
815      58
296      58
348     189
261     167
811      51
192     104
11      166
658      60
1591    254
285     161
788       7
661      77
860      50
1499      0
831     146
48        0
854      46
1240    149
577     208
1517     51
1565      0
1519    255
1395     75
165     119
1024    222
1420     69
1114    157
1295     25
679     103
       ... 
1052    254
1016    255
1696    255
1337     34
282     111
1702    151
464     217
963     186
1596    195
1287     31
1599    128
1265     23
1534    188
118     116
276     246
472     108
768       7
632     141
1257    117
480     208
570      29
312     176
1491     43
1670    203
413      43
1273    255
600      54
869     255
1453     21
1449    227
Name: 2489, dtype: int64 0.001030
219) 504      31
815     176
296     165
348     242
261      52
811     182
192     145
11      243
658      94
1591      7
285     142
788      95
661     116
860     226
1499     26
831     174
48      136
854     151
1240    118
577     119
1517     28
1565     48
1519    153
1395     91
165     203
1024    222
1420    235
1114    147
1295     77
679     113
       ... 
1052      7
1016     50
1696     43
1337     49
282      70
1702    194
464     105
963     171
1596    140
1287    211
1599     67
1265    197
1534    178
118     145
276     118
472     225
768      90
632     173
1257     33
480     160
570     144
312     145
1491     94
1670    142
413     159
1273    116
600      95
869      50
1453    221
1449     35
Name: 836, dtype: int64 0.001030
220) 504      70
815     166
296     174
348     152
261      81
811     153
192     119
11      113
658     222
1591    255
285     224
788      98
661     111
860     191
1499    188
831     145
48       84
854     132
1240    151
577     155
1517    149
1565    255
1519     25
1395    141
165      87
1024    169
1420     41
1114     74
1295    236
679     144
       ... 
1052    198
1016    221
1696    235
1337    178
282     197
1702     92
464      80
963     166
1596    159
1287    221
1599    185
1265    232
1534    216
118     195
276     100
472     219
768     166
632     157
1257    124
480      26
570     177
312     107
1491    203
1670    106
413     186
1273     68
600     189
869     255
1453     57
1449    119
Name: 368, dtype: int64 0.001025
221) 504     147
815       2
296     244
348      59
261     187
811     255
192     255
11       80
658      33
1591    248
285      90
788     255
661     193
860     132
1499      0
831     173
48        0
854     255
1240    177
577     141
1517     50
1565    255
1519    255
1395    255
165     166
1024    222
1420    191
1114     92
1295    116
679     242
       ... 
1052    174
1016    255
1696    255
1337    110
282     166
1702    108
464     108
963     225
1596    106
1287     75
1599    255
1265     70
1534    157
118     255
276     201
472     132
768     164
632      30
1257     78
480      39
570     255
312     255
1491     78
1670    235
413      84
1273    235
600     255
869     255
1453     76
1449     72
Name: 1748, dtype: int64 0.001024
222) 504     186
815     230
296     171
348     182
261     135
811     117
192      97
11       47
658      24
1591    100
285     244
788     192
661      23
860     216
1499     95
831      12
48       68
854      21
1240    105
577     217
1517    105
1565    100
1519     29
1395     50
165      36
1024     95
1420     70
1114     86
1295    106
679     209
       ... 
1052    195
1016    113
1696     18
1337    232
282      11
1702    108
464     118
963     157
1596    158
1287    157
1599    102
1265    101
1534     44
118     133
276     132
472     210
768     209
632     252
1257     97
480     163
570     217
312      87
1491    237
1670     74
413     194
1273    129
600     216
869     255
1453    222
1449     88
Name: 1432, dtype: int64 0.001024
223) 504      64
815      98
296      27
348     193
261     221
811      64
192      92
11      197
658      63
1591    216
285     144
788      20
661     108
860     199
1499    227
831     160
48      221
854     122
1240    183
577     207
1517     78
1565    172
1519    255
1395    204
165     130
1024    156
1420     55
1114    164
1295    255
679      58
       ... 
1052     55
1016    255
1696    255
1337     79
282     159
1702    179
464     171
963     176
1596     22
1287      5
1599     94
1265     19
1534     85
118      41
276     226
472     158
768      14
632     232
1257    255
480     220
570      41
312     137
1491     24
1670    196
413      46
1273    234
600      32
869     255
1453     25
1449    227
Name: 2432, dtype: int64 0.001018
224) 504     171
815     138
296      46
348     192
261     166
811      29
192      73
11      145
658     198
1591    255
285      81
788      78
661     208
860     207
1499    136
831     102
48       32
854     191
1240    232
577      29
1517    187
1565     15
1519    255
1395    148
165     226
1024     76
1420     50
1114     75
1295    125
679      18
       ... 
1052     35
1016    129
1696    255
1337     94
282     127
1702    236
464     168
963     186
1596     50
1287    128
1599     27
1265    119
1534     74
118     100
276     222
472     136
768      62
632     226
1257    150
480     203
570      48
312       2
1491    106
1670     56
413      41
1273     95
600      50
869     255
1453    105
1449    116
Name: 2019, dtype: int64 0.001017
225) 504     211
815     117
296     105
348     186
261     156
811      12
192     150
11       56
658      47
1591     80
285      54
788     146
661     170
860     213
1499    107
831      52
48      197
854      84
1240     69
577     224
1517     60
1565    255
1519    181
1395     30
165     201
1024     39
1420    194
1114     11
1295     94
679     207
       ... 
1052    192
1016     60
1696     22
1337    232
282      12
1702    108
464     111
963     200
1596     83
1287    230
1599    135
1265     69
1534    213
118     115
276      61
472      95
768     221
632     145
1257    138
480      70
570      11
312      23
1491    157
1670    128
413     231
1273     74
600     206
869      19
1453    123
1449     26
Name: 1641, dtype: int64 0.001017
226) 504      80
815      96
296     116
348     144
261      21
811     103
192      21
11       50
658     106
1591    255
285      91
788      90
661      89
860      49
1499    240
831      91
48       54
854     102
1240    246
577     105
1517    131
1565    188
1519     73
1395    152
165      97
1024    210
1420    172
1114    103
1295     48
679     181
       ... 
1052    121
1016    255
1696     60
1337    104
282      84
1702     80
464     174
963     158
1596     98
1287    192
1599    255
1265    153
1534    181
118     103
276     100
472     207
768       8
632     166
1257    145
480     238
570     105
312     167
1491    165
1670     38
413     153
1273    134
600      69
869     101
1453    157
1449    113
Name: 1008, dtype: int64 0.001009
227) 504      91
815     177
296     176
348     187
261      79
811     127
192      30
11      255
658     187
1591     73
285     176
788     151
661     117
860      38
1499     66
831      99
48      223
854     136
1240    175
577     140
1517     83
1565     70
1519    248
1395    127
165      98
1024    222
1420    224
1114     41
1295     57
679     123
       ... 
1052     90
1016     53
1696      3
1337    104
282      38
1702    185
464     137
963     223
1596    149
1287    198
1599     56
1265    220
1534    158
118     144
276      95
472      98
768     126
632     157
1257    219
480     171
570     178
312     109
1491     68
1670    128
413     175
1273     68
600     126
869      25
1453    104
1449    138
Name: 584, dtype: int64 0.001008
228) 504      72
815     194
296     160
348     233
261      70
811     132
192      20
11      255
658      93
1591     24
285     160
788     111
661     128
860     166
1499     34
831     175
48       74
854     165
1240    178
577     166
1517     73
1565     79
1519     47
1395    105
165     147
1024     65
1420    132
1114     77
1295     85
679      77
       ... 
1052     92
1016     38
1696     58
1337     45
282      64
1702    190
464      84
963     162
1596     74
1287    213
1599     80
1265    216
1534     66
118     143
276      85
472     161
768     127
632     157
1257     23
480     158
570     141
312     137
1491     52
1670    157
413     185
1273     90
600     115
869      36
1453    213
1449     60
Name: 783, dtype: int64 0.001008
229) 504      63
815     199
296     167
348     227
261      48
811     184
192     115
11      230
658      84
1591     12
285     171
788     125
661     112
860     171
1499     24
831     181
48      101
854     154
1240    181
577     169
1517     74
1565     41
1519     32
1395    104
165     162
1024     71
1420    101
1114     88
1295    128
679     184
       ... 
1052    195
1016     55
1696     16
1337     26
282      84
1702    217
464      84
963     195
1596     49
1287    177
1599    114
1265    195
1534     84
118     144
276     111
472     227
768     106
632     159
1257    115
480     166
570     163
312     152
1491     89
1670     99
413     173
1273    107
600     115
869      86
1453    223
1449     27
Name: 832, dtype: int64 0.001007
230) 504     133
815      49
296      32
348     213
261     177
811      55
192      88
11      255
658      72
1591    254
285     221
788      15
661     171
860     213
1499    228
831     180
48      186
854     130
1240    175
577     199
1517     35
1565    255
1519    255
1395     91
165     127
1024    170
1420     45
1114    238
1295    255
679     107
       ... 
1052     62
1016    255
1696    255
1337     34
282     155
1702    148
464      71
963     130
1596    212
1287     16
1599    113
1265     17
1534    110
118      41
276     212
472     173
768      16
632     231
1257    255
480     207
570      27
312     204
1491    130
1670    206
413      52
1273    255
600      44
869     255
1453     26
1449    227
Name: 2478, dtype: int64 0.001002
231) 504      45
815     109
296     117
348     162
261      42
811     186
192      70
11       65
658      19
1591     91
285     180
788     202
661     189
860     173
1499     34
831      44
48       81
854     104
1240    121
577     148
1517    175
1565    120
1519     13
1395    128
165     189
1024     26
1420     41
1114    193
1295     11
679      16
       ... 
1052     88
1016    172
1696     31
1337    169
282      68
1702    158
464     144
963     212
1596    249
1287    110
1599     49
1265    177
1534    110
118     119
276      94
472     195
768     209
632     204
1257    214
480      41
570     152
312     173
1491    222
1670     41
413     137
1273     27
600     127
869      42
1453    116
1449    175
Name: 1018, dtype: int64 0.001000
232) 504      45
815     151
296      57
348      20
261      42
811      44
192      56
11      112
658      95
1591     84
285     149
788     203
661     128
860      35
1499     47
831      32
48      139
854     107
1240    134
577     135
1517    114
1565     77
1519     47
1395    132
165     155
1024    213
1420     55
1114     63
1295     16
679     195
       ... 
1052     85
1016     74
1696     95
1337    169
282      50
1702    222
464      61
963     187
1596     92
1287    140
1599    125
1265    148
1534    218
118      31
276      91
472     108
768     207
632     234
1257    255
480     140
570     215
312      76
1491    174
1670     24
413     165
1273    151
600     115
869     255
1453    122
1449     31
Name: 1013, dtype: int64 0.001000
233) 504     202
815     174
296     207
348     116
261     143
811     179
192     140
11      255
658     220
1591    255
285     235
788     132
661     184
860     103
1499    244
831      63
48      218
854     132
1240    151
577     177
1517    181
1565    255
1519    255
1395    177
165      72
1024     57
1420    193
1114     77
1295    255
679     154
       ... 
1052    133
1016    255
1696    112
1337     34
282      56
1702    108
464      26
963     142
1596    239
1287    147
1599    255
1265    250
1534     13
118     189
276     198
472      68
768      84
632     164
1257     77
480      63
570     191
312      19
1491    175
1670    247
413     204
1273     85
600     188
869     255
1453    217
1449    213
Name: 122, dtype: int64 0.000997
234) 504     173
815     177
296     202
348     122
261     121
811     181
192     142
11      255
658     219
1591    255
285     235
788     116
661     184
860     106
1499    245
831      64
48      226
854     132
1240    157
577     166
1517    172
1565    255
1519    255
1395     96
165      68
1024     93
1420    196
1114     40
1295    255
679     154
       ... 
1052    211
1016    255
1696    148
1337     63
282     150
1702    108
464      75
963     169
1596    240
1287     78
1599    211
1265    250
1534     52
118     189
276     141
472     130
768      72
632     199
1257     94
480      66
570     194
312      37
1491    191
1670    125
413     205
1273     54
600     179
869     255
1453    175
1449    246
Name: 172, dtype: int64 0.000994
235) 504     206
815     133
296      12
348     113
261     161
811      69
192       5
11      111
658      79
1591    170
285      98
788     129
661     131
860     230
1499    191
831      57
48      148
854     186
1240    189
577      47
1517    200
1565     56
1519     75
1395     25
165      11
1024     45
1420     45
1114     59
1295     98
679      17
       ... 
1052    104
1016    246
1696    248
1337    233
282      11
1702    218
464      42
963      16
1596    135
1287     89
1599     30
1265     86
1534    104
118      29
276      34
472      23
768     136
632     189
1257     36
480     120
570       7
312      57
1491    189
1670     66
413     109
1273    158
600       9
869     255
1453    164
1449    113
Name: 1823, dtype: int64 0.000992
236) 504     244
815     223
296     140
348     249
261      59
811     148
192     195
11       45
658     245
1591     41
285     235
788     220
661     217
860     138
1499     70
831     101
48       83
854     216
1240    142
577     156
1517    116
1565     49
1519     36
1395     68
165      30
1024    202
1420     97
1114    160
1295     53
679     168
       ... 
1052    157
1016    111
1696    164
1337    232
282     133
1702    117
464     170
963     206
1596    213
1287     96
1599    149
1265    145
1534     36
118      27
276     148
472     185
768     140
632     202
1257    254
480     151
570     162
312     187
1491    228
1670    154
413     145
1273    135
600     126
869      27
1453    178
1449     74
Name: 1232, dtype: int64 0.000991
237) 504      83
815      86
296     140
348      72
261      25
811     149
192     124
11      151
658     225
1591    255
285     155
788      84
661      67
860     191
1499    148
831     171
48        0
854      85
1240    133
577     127
1517    157
1565    216
1519     75
1395     85
165     112
1024    163
1420    167
1114    136
1295     13
679     107
       ... 
1052    247
1016     66
1696    255
1337    107
282     161
1702    108
464      96
963      12
1596    179
1287    146
1599    255
1265    198
1534     93
118     149
276     105
472     177
768     156
632     109
1257    255
480     216
570     110
312      71
1491    116
1670    211
413     162
1273     28
600     182
869     255
1453    184
1449    174
Name: 457, dtype: int64 0.000990
238) 504     170
815      41
296      34
348       4
261     191
811       9
192      62
11       56
658       9
1591    175
285     119
788      34
661       1
860     224
1499    187
831      26
48      146
854      15
1240    149
577     225
1517    147
1565     50
1519     61
1395     35
165       6
1024    168
1420     70
1114    108
1295     86
679     108
       ... 
1052    216
1016     95
1696    255
1337    232
282      18
1702    214
464     204
963     148
1596    202
1287    136
1599     40
1265    101
1534      9
118      35
276      23
472       9
768       9
632      84
1257    197
480     239
570      13
312      99
1491    196
1670     11
413       3
1273    128
600      10
869     255
1453    167
1449     92
Name: 1724, dtype: int64 0.000989
239) 504      13
815     111
296     188
348      81
261      69
811     173
192     208
11       28
658      91
1591     82
285      23
788      53
661     181
860     213
1499     59
831     145
48       44
854      54
1240    137
577      91
1517     15
1565     72
1519    255
1395     45
165     223
1024    175
1420    242
1114     56
1295    100
679     171
       ... 
1052     66
1016    141
1696    115
1337    215
282     120
1702     63
464     122
963      73
1596    185
1287     62
1599    102
1265    129
1534     22
118     162
276     133
472     216
768     150
632      61
1257    111
480     123
570     103
312     182
1491    147
1670    133
413     114
1273     76
600      82
869     138
1453    142
1449     20
Name: 944, dtype: int64 0.000986
240) 504     250
815     189
296     135
348     223
261     109
811     192
192     126
11      105
658      53
1591     81
285     172
788      83
661     148
860     120
1499     57
831      66
48      197
854     207
1240    226
577     131
1517     78
1565     36
1519     31
1395     79
165     179
1024    188
1420     95
1114    225
1295    123
679     170
       ... 
1052     39
1016    206
1696    166
1337    150
282      97
1702    198
464     113
963     151
1596     99
1287     54
1599    140
1265    144
1534    177
118     119
276     175
472     193
768     204
632     167
1257    255
480     167
570     143
312     164
1491    196
1670     45
413     180
1273     65
600     102
869     255
1453    236
1449     95
Name: 1034, dtype: int64 0.000982
241) 504     178
815      25
296      30
348       6
261     187
811       3
192      27
11       97
658      86
1591    255
285     113
788      61
661     221
860     166
1499    191
831     111
48      135
854     189
1240      7
577      87
1517    184
1565     19
1519     83
1395     28
165      13
1024    127
1420     21
1114    195
1295     75
679      14
       ... 
1052    213
1016    201
1696    255
1337    232
282     101
1702    185
464     175
963     144
1596    194
1287     52
1599    242
1265    196
1534     22
118      27
276      32
472      87
768     174
632     168
1257    247
480     210
570       7
312      76
1491    202
1670      5
413      49
1273    139
600     163
869     255
1453    149
1449     87
Name: 1721, dtype: int64 0.000980
242) 504      87
815     185
296     186
348     154
261      77
811     140
192      71
11      255
658     211
1591     56
285     200
788      73
661     147
860      81
1499    140
831     197
48      230
854     109
1240     64
577     182
1517     80
1565     95
1519    255
1395     21
165      88
1024    216
1420     83
1114     66
1295     75
679     131
       ... 
1052    180
1016     61
1696     22
1337    117
282      41
1702    221
464     100
963     183
1596    224
1287    145
1599     68
1265    227
1534    162
118     161
276     113
472     119
768     185
632     157
1257    254
480     159
570     161
312      86
1491     49
1670    139
413     190
1273     54
600     139
869      45
1453     39
1449    141
Name: 482, dtype: int64 0.000979
243) 504     250
815     233
296     234
348     241
261      65
811     104
192     190
11       48
658     164
1591     71
285     232
788     206
661     200
860     141
1499     72
831     106
48       73
854     210
1240     85
577     225
1517    198
1565     82
1519     11
1395     22
165      24
1024    123
1420     37
1114    104
1295     61
679     105
       ... 
1052    159
1016     96
1696    210
1337    229
282     178
1702    118
464      83
963     229
1596     24
1287    124
1599     33
1265    129
1534     13
118      26
276     153
472     210
768     137
632     246
1257     99
480     180
570     184
312     192
1491    244
1670    168
413     181
1273      6
600     147
869      42
1453    177
1449    157
Name: 1278, dtype: int64 0.000978
244) 504      32
815     211
296     159
348     162
261      40
811     185
192     127
11       52
658      58
1591    102
285     195
788     128
661     170
860     180
1499     11
831     133
48       98
854     185
1240     39
577     181
1517    211
1565    117
1519     23
1395    127
165     188
1024     79
1420    117
1114    121
1295    130
679     177
       ... 
1052    242
1016    136
1696    138
1337    209
282      90
1702    236
464     128
963     178
1596    106
1287     81
1599    122
1265    249
1534     56
118     135
276     160
472     232
768     172
632      46
1257    224
480      39
570     169
312     165
1491    230
1670    145
413     155
1273     41
600     123
869     156
1453    194
1449     85
Name: 926, dtype: int64 0.000977
245) 504     176
815     108
296     184
348      74
261     117
811     175
192     145
11      255
658     243
1591    255
285     231
788      85
661     116
860     151
1499    246
831      91
48        0
854      85
1240    166
577     169
1517    153
1565      0
1519    255
1395    211
165      88
1024    222
1420    157
1114     87
1295    255
679     128
       ... 
1052     94
1016    255
1696    255
1337     42
282     103
1702    108
464      71
963     206
1596    158
1287    143
1599    255
1265    176
1534     28
118     185
276      46
472      15
768      92
632     126
1257    255
480     118
570     130
312      29
1491    179
1670    233
413     166
1273    255
600     179
869     255
1453    250
1449    147
Name: 61, dtype: int64 0.000976
246) 504      93
815     143
296      68
348      70
261     255
811     255
192     255
11      255
658     165
1591    151
285      41
788     255
661     255
860      68
1499    210
831     188
48       90
854     204
1240    192
577      60
1517    146
1565    255
1519    255
1395    255
165     248
1024    161
1420    142
1114    112
1295    255
679     255
       ... 
1052     71
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963      29
1596    197
1287    220
1599    255
1265    111
1534    178
118     255
276     131
472      71
768     136
632      76
1257    199
480      43
570     255
312     255
1491    118
1670    156
413      94
1273     85
600     255
869      56
1453    201
1449     59
Name: 1402, dtype: int64 0.000975
247) 504     135
815      43
296     110
348     100
261     181
811     255
192     255
11      192
658      72
1591    253
285     157
788     255
661      50
860     191
1499      0
831      24
48        0
854     255
1240    209
577     194
1517    102
1565      0
1519    248
1395    255
165     147
1024    222
1420     57
1114     43
1295     80
679      21
       ... 
1052    196
1016    255
1696    159
1337    115
282     199
1702    136
464     148
963     199
1596    131
1287    110
1599    133
1265     57
1534    176
118     255
276     155
472      36
768      28
632      33
1257     28
480     187
570     153
312     255
1491      7
1670    195
413       5
1273    255
600     255
869     255
1453      4
1449    247
Name: 2197, dtype: int64 0.000968
248) 504      53
815      71
296     162
348      85
261      46
811     142
192     159
11       99
658     213
1591    255
285     131
788      72
661      39
860     189
1499    231
831     120
48        0
854      66
1240    155
577      89
1517    127
1565    174
1519    150
1395     31
165     120
1024    210
1420    178
1114    188
1295     53
679      92
       ... 
1052    249
1016      9
1696    255
1337    108
282      77
1702    108
464      79
963     142
1596    129
1287    179
1599    245
1265    217
1534     57
118     204
276     111
472     149
768      87
632      81
1257     22
480     113
570      98
312     232
1491    121
1670    200
413     134
1273    142
600     131
869     110
1453    225
1449     93
Name: 505, dtype: int64 0.000967
249) 504      34
815     146
296      11
348      23
261      35
811     121
192      27
11      111
658     103
1591    111
285     153
788     193
661     153
860      35
1499     44
831      52
48       96
854      70
1240    124
577     129
1517     87
1565     96
1519     42
1395    140
165     188
1024    210
1420     45
1114     86
1295     47
679     168
       ... 
1052     47
1016    114
1696     89
1337    203
282      65
1702    189
464      64
963     212
1596    122
1287    228
1599    136
1265    150
1534    210
118     138
276       7
472     221
768     158
632      67
1257    255
480     141
570     213
312      80
1491    168
1670     23
413     149
1273     75
600     117
869     255
1453    129
1449     79
Name: 963, dtype: int64 0.000965
250) 504     123
815     137
296     213
348      86
261     106
811     141
192     141
11        0
658     154
1591     80
285     111
788      83
661     148
860     118
1499     66
831     226
48      146
854     104
1240    108
577     114
1517     81
1565     48
1519    255
1395     78
165      79
1024    142
1420    207
1114     70
1295    255
679     112
       ... 
1052     96
1016    255
1696     48
1337    207
282      53
1702    108
464     123
963     162
1596    124
1287    108
1599    153
1265    184
1534    148
118     148
276      35
472     188
768     199
632      84
1257    255
480     163
570     145
312      58
1491    154
1670    159
413     171
1273     64
600     111
869      38
1453     36
1449    195
Name: 339, dtype: int64 0.000963
251) 504     174
815      41
296      40
348       5
261     161
811      10
192      68
11       63
658      11
1591     30
285      57
788     110
661       6
860     227
1499    203
831     106
48       59
854     185
1240    181
577       3
1517    220
1565     70
1519     63
1395     29
165      10
1024    118
1420     33
1114    151
1295     86
679      87
       ... 
1052    215
1016     55
1696    115
1337    232
282     116
1702    229
464      76
963      12
1596    201
1287     16
1599    137
1265     82
1534    232
118      11
276      17
472      71
768     225
632     159
1257    142
480     135
570       3
312      84
1491    141
1670     32
413     235
1273     86
600      27
869     255
1453    196
1449     69
Name: 1778, dtype: int64 0.000961
252) 504     140
815     135
296      49
348     205
261     196
811      70
192      58
11      205
658     133
1591    118
285     116
788      42
661     212
860     184
1499    134
831      43
48       87
854     177
1240    179
577     198
1517    131
1565    255
1519    255
1395    161
165     220
1024     95
1420    240
1114    165
1295     82
679      64
       ... 
1052     46
1016     23
1696    152
1337     60
282     164
1702    173
464     180
963     179
1596     21
1287     55
1599     23
1265     25
1534    245
118     104
276      44
472      64
768      49
632     229
1257    246
480     196
570      70
312     134
1491    156
1670     81
413      25
1273    112
600      74
869     255
1453     81
1449     82
Name: 2174, dtype: int64 0.000954
253) 504     222
815      48
296     106
348     176
261     161
811      64
192      65
11      186
658      96
1591    255
285      74
788     154
661     183
860      85
1499    171
831     152
48       35
854     196
1240    125
577      64
1517     96
1565    135
1519     81
1395     49
165     197
1024     62
1420    150
1114    207
1295    141
679      62
       ... 
1052     65
1016     82
1696    255
1337    233
282     143
1702    207
464     186
963     163
1596    189
1287    136
1599    255
1265     87
1534     49
118      77
276     173
472     197
768     196
632     227
1257     59
480     107
570      69
312      14
1491    124
1670     25
413      73
1273    132
600       4
869     255
1453    116
1449    119
Name: 1817, dtype: int64 0.000953
254) 504     160
815      92
296      85
348     151
261     184
811     255
192     255
11       86
658      40
1591    106
285      81
788     155
661     168
860     165
1499      2
831     125
48        0
854     255
1240     99
577      68
1517     88
1565    255
1519    255
1395     49
165     158
1024    171
1420    182
1114    124
1295     99
679      43
       ... 
1052    177
1016    188
1696    255
1337    160
282     172
1702    108
464     100
963     175
1596    179
1287     39
1599    255
1265     69
1534    140
118     255
276     223
472      27
768     177
632      42
1257     79
480      45
570      60
312     255
1491     35
1670    232
413      84
1273    196
600      78
869     255
1453     10
1449     23
Name: 1796, dtype: int64 0.000952
255) 504     108
815     255
296     255
348      47
261     255
811     255
192     255
11      255
658     241
1591    255
285      34
788     255
661     255
860       0
1499    202
831     187
48       92
854     255
1240    160
577     255
1517    173
1565    255
1519    255
1395    255
165     255
1024    188
1420    133
1114     19
1295    255
679     255
       ... 
1052     28
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     181
1596    196
1287    204
1599    255
1265    108
1534    159
118     255
276     177
472      66
768     255
632      53
1257    255
480     255
570     255
312     255
1491    171
1670    168
413     255
1273    203
600     255
869      93
1453    217
1449     78
Name: 1400, dtype: int64 0.000952
256) 504     176
815     228
296     225
348     205
261     125
811     116
192      82
11       77
658      63
1591     85
285     149
788     173
661      24
860     177
1499     88
831      12
48       81
854      12
1240    119
577     189
1517    194
1565    110
1519     33
1395     58
165      33
1024     93
1420     44
1114    103
1295    111
679     206
       ... 
1052    200
1016    106
1696     22
1337    232
282      10
1702    108
464     168
963     197
1596     69
1287     41
1599     40
1265     98
1534     19
118      50
276      54
472     221
768     236
632     143
1257    121
480     218
570     216
312      99
1491    243
1670     74
413     234
1273    116
600     218
869     125
1453    230
1449    106
Name: 1430, dtype: int64 0.000951
257) 504     220
815     185
296     174
348      60
261      83
811     109
192     180
11       69
658      10
1591    250
285     251
788     183
661       4
860     152
1499    112
831     109
48       34
854       9
1240    193
577      63
1517    175
1565     64
1519     27
1395     71
165      30
1024     96
1420     58
1114    130
1295    160
679     214
       ... 
1052    186
1016    133
1696    255
1337    232
282      26
1702    210
464      75
963     176
1596    139
1287     67
1599     34
1265     93
1534     19
118     112
276     131
472     232
768     232
632       6
1257     47
480      99
570     216
312      91
1491    250
1670     39
413      70
1273     43
600     222
869     202
1453    165
1449     89
Name: 1474, dtype: int64 0.000950
258) 504     247
815     210
296     150
348     197
261     135
811     170
192      66
11       51
658      55
1591    144
285     180
788      89
661     145
860     141
1499     31
831      92
48      109
854     183
1240     44
577     154
1517    112
1565     61
1519     48
1395     87
165     164
1024    100
1420     74
1114     62
1295    143
679     160
       ... 
1052     61
1016    255
1696    153
1337    152
282     107
1702    166
464     150
963     189
1596     30
1287     61
1599     59
1265    157
1534     49
118     138
276     198
472     228
768     151
632     196
1257    255
480     144
570     154
312     173
1491     71
1670     88
413     200
1273     41
600     118
869     157
1453    232
1449    166
Name: 1081, dtype: int64 0.000949
259) 504      80
815      36
296      26
348     110
261     229
811     255
192     255
11        0
658     181
1591    255
285     167
788     255
661      43
860       0
1499    154
831     167
48      199
854      36
1240     88
577      65
1517    190
1565      3
1519    255
1395    255
165     217
1024    222
1420     30
1114     24
1295    255
679     255
       ... 
1052    127
1016     31
1696    255
1337     45
282     255
1702    131
464     216
963      30
1596    155
1287     45
1599    144
1265     20
1534     73
118     255
276     245
472     136
768     214
632      89
1257     26
480     188
570     240
312     255
1491     12
1670     23
413       9
1273    255
600      92
869     255
1453     18
1449    218
Name: 2103, dtype: int64 0.000949
260) 504     229
815      91
296     227
348      45
261     232
811     220
192     255
11        0
658     153
1591    255
285      61
788      86
661     221
860       0
1499    119
831     220
48        0
854      72
1240     64
577     102
1517     24
1565      0
1519    255
1395    255
165      59
1024    222
1420    214
1114     89
1295    255
679      91
       ... 
1052     27
1016    255
1696    230
1337     60
282     105
1702    108
464     180
963     189
1596    233
1287    243
1599    147
1265    162
1534    102
118     255
276      24
472      46
768      92
632      29
1257    255
480     128
570     115
312     255
1491    147
1670    234
413     155
1273    255
600     111
869     255
1453    240
1449    243
Name: 195, dtype: int64 0.000946
261) 504      51
815      55
296     178
348      54
261     172
811     255
192     255
11      146
658     219
1591    255
285     154
788     255
661      38
860     103
1499    230
831     147
48        0
854      33
1240    142
577      84
1517    153
1565     14
1519    255
1395    239
165     118
1024    222
1420    149
1114    195
1295     60
679     255
       ... 
1052     21
1016    157
1696    255
1337    107
282     255
1702    108
464     116
963     149
1596    118
1287    182
1599    169
1265    196
1534    107
118     255
276     127
472     251
768     141
632      77
1257     30
480      99
570     248
312     255
1491     73
1670    213
413     126
1273    248
600     145
869       8
1453    237
1449     88
Name: 503, dtype: int64 0.000943
262) 504     132
815      80
296      59
348     197
261     197
811      25
192      85
11      135
658     182
1591    255
285     107
788      42
661     207
860      45
1499    132
831     169
48      166
854     194
1240    152
577     124
1517    170
1565     28
1519    255
1395    165
165     224
1024     94
1420    138
1114    153
1295     97
679      36
       ... 
1052     26
1016     28
1696    255
1337     30
282     157
1702    167
464     200
963     140
1596     95
1287    140
1599     43
1265     19
1534     93
118      81
276      94
472     167
768      90
632     227
1257     58
480     202
570      53
312       4
1491    123
1670     66
413      34
1273    118
600      42
869     255
1453     51
1449    170
Name: 2117, dtype: int64 0.000937
263) 504     240
815     111
296      59
348     144
261      64
811      13
192     144
11       53
658      30
1591    128
285     249
788     147
661     102
860      52
1499    157
831       3
48      144
854     167
1240    196
577      88
1517    141
1565    129
1519     66
1395    134
165      45
1024    222
1420    151
1114     59
1295     27
679     170
       ... 
1052    104
1016     26
1696     70
1337    165
282     121
1702    215
464     179
963     170
1596    138
1287    202
1599    161
1265    188
1534    214
118     100
276      80
472     125
768     155
632      10
1257    204
480     242
570      14
312      63
1491    209
1670     99
413     233
1273    135
600     188
869     183
1453    154
1449     64
Name: 1061, dtype: int64 0.000934
264) 504     164
815      94
296      77
348     176
261       4
811      91
192     139
11      218
658     141
1591     61
285     173
788     178
661     179
860      51
1499    219
831     215
48       35
854     155
1240     38
577      70
1517     75
1565     96
1519     77
1395     93
165      51
1024     92
1420    162
1114     21
1295    255
679      72
       ... 
1052     15
1016    255
1696    255
1337    232
282     190
1702    108
464     170
963     239
1596    139
1287    113
1599    207
1265     95
1534     95
118       6
276      65
472     138
768      66
632     223
1257    135
480     105
570      98
312      16
1491    121
1670     61
413     100
1273    120
600      69
869      99
1453    147
1449     97
Name: 1611, dtype: int64 0.000928
265) 504     148
815     139
296      41
348     196
261     178
811      71
192      66
11      169
658     124
1591     28
285     115
788      48
661     213
860     143
1499    134
831      41
48       17
854     177
1240     42
577     199
1517    128
1565    255
1519    255
1395    161
165     227
1024    126
1420    240
1114    233
1295     98
679      59
       ... 
1052     47
1016     20
1696     71
1337     55
282     156
1702    171
464     187
963     138
1596     53
1287     63
1599     25
1265     18
1534    227
118      94
276      51
472      57
768      47
632     228
1257    222
480     192
570      64
312     137
1491    145
1670     85
413      34
1273    108
600      68
869     255
1453     76
1449     68
Name: 2175, dtype: int64 0.000927
266) 504     152
815     161
296     143
348     240
261      14
811     163
192     101
11       73
658      51
1591    199
285      38
788      70
661      92
860     233
1499     76
831     144
48      254
854     183
1240     72
577     113
1517     60
1565     29
1519    255
1395     22
165     215
1024    107
1420    235
1114    150
1295     97
679     179
       ... 
1052     49
1016    255
1696    255
1337    170
282     165
1702    108
464     135
963      57
1596    170
1287    213
1599    185
1265    131
1534    209
118     107
276     201
472      61
768     107
632      87
1257     11
480     124
570     103
312     165
1491    223
1670    170
413     115
1273    151
600      81
869       8
1453    101
1449     14
Name: 1192, dtype: int64 0.000924
267) 504     167
815     167
296      34
348     155
261     196
811      64
192      96
11       65
658     115
1591     49
285      20
788     143
661     187
860      63
1499    117
831     219
48       65
854     182
1240    187
577      33
1517      1
1565     79
1519     76
1395     88
165      46
1024     48
1420     69
1114    219
1295    135
679      66
       ... 
1052     15
1016     19
1696    255
1337    232
282     139
1702    112
464      40
963     159
1596    123
1287     56
1599    255
1265     86
1534     63
118      30
276     154
472     153
768     110
632     224
1257    231
480      69
570      96
312      63
1491    113
1670     37
413      64
1273    102
600     200
869     255
1453    104
1449    110
Name: 1664, dtype: int64 0.000922
268) 504      85
815     151
296     195
348     113
261      85
811     124
192      58
11      220
658     192
1591     73
285     157
788     117
661     125
860     153
1499     27
831     186
48      132
854     132
1240    179
577     124
1517     52
1565     44
1519    255
1395     27
165     113
1024    127
1420    217
1114     67
1295     28
679     114
       ... 
1052     43
1016     48
1696     25
1337     53
282      17
1702    116
464      15
963     195
1596    151
1287     70
1599     88
1265    213
1534    193
118     149
276     110
472      92
768     194
632     106
1257    255
480     160
570     153
312      94
1491    183
1670    143
413     184
1273     46
600     126
869     104
1453     91
1449     66
Name: 538, dtype: int64 0.000921
269) 504      43
815     181
296     146
348     239
261      55
811     183
192     142
11      255
658      81
1591      7
285     164
788      94
661     116
860      77
1499     28
831     157
48       54
854     165
1240    185
577     120
1517     50
1565     44
1519     35
1395     94
165     175
1024    194
1420    227
1114    169
1295     57
679     114
       ... 
1052    117
1016     46
1696     42
1337     39
282      77
1702    181
464      79
963     165
1596     79
1287    227
1599     59
1265    199
1534     99
118     143
276     132
472     227
768     100
632     173
1257     64
480      81
570     158
312     144
1491     56
1670     91
413     176
1273     91
600     111
869     129
1453    220
1449     42
Name: 835, dtype: int64 0.000920
270) 504      79
815     194
296     180
348     136
261      55
811     143
192      76
11       83
658     147
1591    157
285     232
788     136
661     123
860     136
1499    242
831     243
48       46
854     165
1240    153
577     171
1517    233
1565     63
1519     27
1395    162
165     112
1024     64
1420    134
1114     53
1295    155
679     133
       ... 
1052    124
1016     59
1696     17
1337    104
282     137
1702    186
464     123
963     140
1596    156
1287     52
1599     72
1265    250
1534     76
118     169
276      84
472      40
768     154
632     157
1257     25
480      52
570     183
312      58
1491    190
1670     76
413     186
1273     40
600     159
869     172
1453     51
1449    178
Name: 572, dtype: int64 0.000920
271) 504     172
815      77
296      49
348     207
261     193
811      73
192     135
11      248
658     138
1591     65
285      91
788     166
661     171
860     124
1499     99
831     148
48       52
854     144
1240     38
577      69
1517     55
1565     90
1519     76
1395     45
165     212
1024     83
1420    167
1114     25
1295    148
679      69
       ... 
1052     10
1016    255
1696    255
1337    232
282     187
1702    110
464     163
963      37
1596    135
1287     99
1599    255
1265     19
1534     74
118       8
276     150
472     159
768     189
632     228
1257    141
480     112
570      84
312      35
1491    103
1670     49
413      73
1273    114
600     104
869      40
1453    175
1449    216
Name: 1710, dtype: int64 0.000919
272) 504      73
815     186
296     167
348     142
261      79
811     134
192      16
11      108
658     146
1591    165
285     215
788     172
661     146
860     143
1499    178
831     217
48       62
854     165
1240    182
577     153
1517    182
1565    132
1519     38
1395    152
165     131
1024     87
1420    108
1114    245
1295    141
679     169
       ... 
1052    111
1016    177
1696     51
1337    165
282     109
1702    188
464     142
963     152
1596    235
1287    192
1599    112
1265    236
1534     84
118     125
276     141
472     101
768     161
632     184
1257    116
480      68
570     175
312      50
1491    189
1670     31
413     184
1273     12
600     163
869     255
1453     69
1449    157
Name: 670, dtype: int64 0.000919
273) 504     183
815      32
296      92
348     160
261       3
811      91
192     116
11      224
658     150
1591     89
285      73
788     161
661     150
860      60
1499     80
831     215
48       92
854     149
1240    147
577      77
1517    120
1565    129
1519    111
1395     99
165      51
1024    137
1420    155
1114     47
1295    255
679      32
       ... 
1052     13
1016    255
1696    255
1337    232
282     166
1702    108
464     210
963     128
1596    154
1287    138
1599     57
1265     96
1534    163
118      86
276      65
472     100
768      91
632     225
1257     69
480     222
570     105
312      40
1491    102
1670     67
413      75
1273    133
600      13
869      29
1453    181
1449     99
Name: 1559, dtype: int64 0.000918
274) 504     157
815      75
296      50
348     178
261     163
811      25
192      78
11       17
658     171
1591    255
285     110
788     116
661      78
860      77
1499    169
831     124
48       74
854     106
1240     74
577     110
1517    224
1565     61
1519    255
1395    161
165     224
1024    126
1420     42
1114    139
1295    125
679      10
       ... 
1052    137
1016     34
1696    255
1337    155
282     150
1702    108
464     211
963      62
1596    137
1287    165
1599    178
1265     70
1534     44
118      69
276     185
472      39
768     141
632     149
1257    182
480      20
570      58
312     115
1491     44
1670     18
413      34
1273    131
600      17
869      29
1453     27
1449    185
Name: 1907, dtype: int64 0.000916
275) 504     143
815     119
296      43
348     194
261     182
811      44
192      59
11      121
658     119
1591     30
285     121
788      36
661     216
860     226
1499    224
831     115
48       92
854     173
1240     12
577      84
1517    147
1565    255
1519    255
1395    165
165     224
1024     53
1420     56
1114    207
1295    125
679      33
       ... 
1052     68
1016     16
1696     43
1337     54
282      86
1702    187
464     194
963     150
1596     32
1287     77
1599     32
1265     20
1534    235
118      41
276      46
472     121
768      30
632     212
1257    138
480     197
570      67
312     123
1491    143
1670     79
413      26
1273     45
600      50
869     246
1453     62
1449     66
Name: 2126, dtype: int64 0.000915
276) 504     241
815     166
296     130
348     254
261      27
811      87
192      84
11       70
658      28
1591     57
285     113
788     192
661      33
860     231
1499     69
831     103
48      231
854      13
1240     91
577     110
1517     87
1565    178
1519    255
1395     35
165      13
1024    185
1420    229
1114     22
1295    155
679     176
       ... 
1052    143
1016    255
1696    160
1337    232
282      68
1702    108
464     134
963     167
1596     34
1287     56
1599    181
1265    118
1534    192
118       1
276     153
472      77
768     100
632     107
1257    133
480     122
570     139
312     182
1491    235
1670    182
413     113
1273     97
600     198
869      14
1453    175
1449     44
Name: 1341, dtype: int64 0.000910
277) 504      68
815      78
296      20
348     166
261     230
811      54
192      76
11        0
658     204
1591    255
285     136
788     102
661      50
860       0
1499    162
831     160
48      221
854     111
1240    110
577      24
1517    185
1565     81
1519    255
1395    172
165     168
1024    222
1420     66
1114     71
1295    255
679     107
       ... 
1052    133
1016     99
1696    255
1337     88
282     196
1702    137
464     135
963      51
1596     45
1287     32
1599    110
1265     28
1534     16
118      63
276     243
472      93
768     128
632     101
1257    209
480     108
570      23
312     107
1491     20
1670    160
413      45
1273    255
600      56
869     234
1453     54
1449    241
Name: 2306, dtype: int64 0.000909
278) 504      20
815     142
296     165
348     242
261     158
811     178
192     158
11       83
658      87
1591     62
285      40
788     111
661     121
860     128
1499    133
831     147
48      230
854     137
1240     64
577     117
1517     40
1565     32
1519    255
1395     62
165     204
1024    213
1420    245
1114    228
1295    119
679     173
       ... 
1052    143
1016    182
1696     94
1337    144
282     106
1702    193
464     101
963     129
1596    228
1287     72
1599    141
1265    147
1534     99
118     121
276      74
472     229
768     157
632     108
1257     92
480     145
570     113
312     140
1491    101
1670     58
413     169
1273     60
600      88
869      48
1453    185
1449      4
Name: 940, dtype: int64 0.000907
279) 504      21
815     185
296     130
348     153
261      53
811     191
192      24
11       67
658      81
1591    141
285     193
788     121
661      76
860     159
1499     19
831     120
48      152
854       7
1240     84
577     136
1517     17
1565     92
1519     50
1395    139
165     182
1024     24
1420    112
1114    245
1295     16
679     173
       ... 
1052     81
1016     80
1696     78
1337    215
282      75
1702    205
464     156
963     144
1596    138
1287    115
1599    104
1265    203
1534     94
118     112
276     231
472     228
768     173
632     183
1257    149
480      45
570     157
312     165
1491    191
1670     78
413     163
1273    136
600     129
869     131
1453    109
1449     85
Name: 919, dtype: int64 0.000907
280) 504      57
815     200
296     163
348     181
261      32
811     124
192      14
11      175
658     102
1591     41
285     205
788     181
661     104
860     171
1499     91
831     108
48       98
854     150
1240    222
577     156
1517    115
1565     96
1519     39
1395    119
165     125
1024    139
1420     93
1114     71
1295    123
679     220
       ... 
1052    116
1016    144
1696      5
1337     95
282      49
1702    200
464     120
963     148
1596    167
1287    183
1599     21
1265    224
1534    186
118     144
276      95
472      81
768     137
632     157
1257    116
480      78
570     166
312      16
1491     54
1670     86
413     195
1273    108
600     142
869      22
1453    172
1449    153
Name: 680, dtype: int64 0.000906
281) 504      29
815      92
296     119
348     100
261      10
811      81
192      31
11       36
658     123
1591    255
285     104
788      67
661      62
860      90
1499    165
831      52
48       30
854      85
1240    251
577      73
1517     81
1565    255
1519    103
1395     97
165     238
1024    142
1420    174
1114     73
1295    109
679     186
       ... 
1052     93
1016    255
1696    130
1337    196
282      69
1702    108
464     161
963     218
1596    146
1287    124
1599    255
1265    141
1534    168
118      95
276      81
472     212
768     141
632     121
1257    255
480     126
570      89
312     167
1491    147
1670    112
413     120
1273     56
600      85
869       1
1453    140
1449    179
Name: 956, dtype: int64 0.000905
282) 504      94
815     195
296     173
348     221
261      89
811     134
192      32
11      255
658     128
1591     48
285     206
788     148
661     117
860     102
1499    202
831     230
48       68
854     152
1240    119
577     154
1517    111
1565     96
1519     96
1395    134
165     107
1024     49
1420    107
1114     98
1295    139
679     136
       ... 
1052     67
1016    119
1696     48
1337    103
282      30
1702    185
464     115
963     214
1596    139
1287    148
1599     50
1265    227
1534    222
118     155
276      69
472      86
768     129
632     157
1257    130
480     145
570     165
312      76
1491     43
1670    153
413     201
1273     74
600     148
869       6
1453     71
1449    141
Name: 581, dtype: int64 0.000900
283) 504     156
815     119
296      49
348      11
261     152
811       7
192      73
11       46
658      88
1591     15
285     113
788      74
661     222
860     185
1499    200
831      49
48      146
854     190
1240    218
577      32
1517    225
1565     47
1519    255
1395    147
165     218
1024    107
1420     28
1114    163
1295     71
679       9
       ... 
1052    104
1016    161
1696     68
1337    111
282      80
1702    240
464     171
963      22
1596     59
1287    100
1599    133
1265     57
1534    168
118       6
276       0
472      72
768      21
632     210
1257    143
480     104
570       3
312     159
1491    149
1670     46
413      68
1273    103
600      11
869     179
1453    160
1449     53
Name: 1978, dtype: int64 0.000897
284) 504     119
815     121
296      64
348     205
261     176
811      64
192      91
11      215
658     165
1591    255
285     136
788      61
661     214
860     236
1499    126
831      44
48       35
854     183
1240     82
577     215
1517    188
1565     40
1519    255
1395    172
165     187
1024     88
1420    109
1114    216
1295    119
679      71
       ... 
1052     36
1016     47
1696    255
1337     71
282     183
1702     86
464     198
963     167
1596     61
1287     41
1599     25
1265     32
1534    222
118      92
276     209
472     107
768     115
632     227
1257    177
480      48
570      37
312     119
1491    141
1670     84
413      27
1273     97
600      74
869     255
1453    108
1449    235
Name: 2220, dtype: int64 0.000896
285) 504     181
815     232
296     197
348     177
261      91
811     109
192     112
11       50
658      18
1591    127
285       1
788     193
661     214
860     149
1499     77
831      51
48      155
854     206
1240     46
577     236
1517    210
1565    104
1519     29
1395     20
165      25
1024     79
1420     39
1114    121
1295     27
679     196
       ... 
1052    183
1016    166
1696    138
1337    232
282      11
1702    234
464      71
963     169
1596     28
1287     47
1599     34
1265    130
1534     16
118      17
276     161
472     185
768     242
632       3
1257    111
480     242
570     219
312     195
1491    249
1670     61
413     240
1273     26
600     217
869      24
1453    209
1449    159
Name: 1377, dtype: int64 0.000892
286) 504     154
815      69
296      60
348     158
261      67
811      37
192     101
11      223
658     179
1591     91
285      24
788     116
661      90
860      52
1499    100
831     217
48      162
854     131
1240     85
577      86
1517    125
1565     76
1519    255
1395    118
165     227
1024     89
1420    156
1114    208
1295    255
679      99
       ... 
1052    107
1016    255
1696    255
1337    232
282     164
1702    108
464     136
963     204
1596    111
1287    164
1599    173
1265    110
1534    234
118     138
276      60
472      67
768     218
632     157
1257     50
480      20
570      81
312     160
1491    235
1670     73
413     109
1273     98
600      49
869      25
1453    165
1449     25
Name: 1457, dtype: int64 0.000890
287) 504     102
815      34
296     108
348      18
261      51
811      67
192      93
11       32
658      24
1591     71
285     100
788     196
661      20
860      85
1499    207
831     208
48      115
854     204
1240    109
577     227
1517      2
1565    115
1519    202
1395    101
165      19
1024     45
1420     22
1114    186
1295    255
679     205
       ... 
1052     72
1016     50
1696    255
1337    232
282      20
1702    100
464     178
963     169
1596     27
1287     62
1599    201
1265    103
1534     83
118      36
276      34
472     205
768     230
632      20
1257     75
480      25
570     190
312      58
1491    250
1670     62
413     224
1273     72
600     220
869      75
1453    113
1449    111
Name: 1463, dtype: int64 0.000890
288) 504      88
815      48
296      45
348     148
261     208
811     255
192     255
11        0
658     181
1591    255
285     151
788     140
661      43
860       0
1499    158
831      72
48      227
854      54
1240     94
577      27
1517    139
1565      4
1519    255
1395    222
165     195
1024    222
1420     52
1114     43
1295    255
679     178
       ... 
1052    122
1016     39
1696    255
1337     40
282     238
1702    124
464     176
963      42
1596     83
1287     36
1599    136
1265     37
1534    180
118     255
276     238
472     127
768     137
632      97
1257     67
480     192
570      27
312     255
1491     12
1670     39
413      23
1273    255
600      51
869     255
1453     20
1449    213
Name: 2154, dtype: int64 0.000888
289) 504      57
815     205
296     171
348     178
261      70
811     122
192     109
11      131
658      81
1591     50
285     210
788     127
661     148
860     139
1499    129
831     201
48      146
854     166
1240    226
577     163
1517     87
1565    116
1519     30
1395    122
165     169
1024     26
1420    166
1114    142
1295    108
679     212
       ... 
1052    172
1016     52
1696     44
1337     48
282      89
1702    195
464      85
963     179
1596    232
1287    200
1599     48
1265    218
1534     81
118     137
276     107
472     180
768     116
632     165
1257     26
480      67
570     173
312      13
1491    108
1670     63
413     206
1273    122
600     136
869      33
1453    184
1449    126
Name: 777, dtype: int64 0.000883
290) 504     156
815     144
296     190
348     116
261     113
811     177
192     146
11      255
658     244
1591    255
285     232
788     131
661     171
860      59
1499    222
831     124
48      210
854     106
1240    177
577     169
1517    147
1565    169
1519    255
1395     99
165      81
1024    145
1420    182
1114     93
1295    255
679     144
       ... 
1052    229
1016    158
1696    255
1337     63
282     186
1702    108
464     181
963      55
1596    164
1287    173
1599    255
1265    223
1534     76
118     194
276      25
472     102
768     101
632     165
1257    161
480     159
570     178
312      57
1491    201
1670    231
413     199
1273     29
600     177
869     255
1453    214
1449    195
Name: 166, dtype: int64 0.000882
291) 504     133
815      43
296     244
348      93
261     175
811     255
192     255
11        9
658      62
1591    255
285     161
788     255
661      46
860      18
1499      0
831      24
48        0
854     255
1240    207
577     219
1517    179
1565      0
1519    255
1395    255
165     141
1024    222
1420     69
1114     77
1295     75
679     240
       ... 
1052    195
1016    255
1696    123
1337    113
282     163
1702    142
464     130
963     211
1596     81
1287     88
1599    209
1265     55
1534    182
118     255
276     223
472      44
768      27
632      26
1257    195
480     142
570     255
312     255
1491      6
1670    195
413       5
1273    255
600     255
869     255
1453      7
1449    243
Name: 2198, dtype: int64 0.000873
292) 504     253
815     165
296      59
348     170
261     146
811     140
192     185
11       70
658     241
1591    172
285     188
788     211
661     238
860     237
1499     83
831      77
48      159
854     213
1240     41
577     171
1517    217
1565     25
1519     10
1395    110
165      29
1024    111
1420     57
1114    244
1295     13
679      33
       ... 
1052     70
1016     48
1696    182
1337    232
282     220
1702    216
464      84
963     217
1596     20
1287    143
1599     51
1265    145
1534    108
118      95
276     152
472     207
768     123
632     250
1257    254
480     217
570     141
312     191
1491    235
1670    120
413     145
1273     63
600     138
869     133
1453     78
1449    192
Name: 1218, dtype: int64 0.000872
293) 504     169
815     124
296      21
348     216
261      99
811      29
192      41
11       61
658      91
1591     55
285      82
788       1
661     216
860     110
1499    173
831       1
48      133
854     193
1240    213
577      42
1517    231
1565    155
1519    158
1395     85
165      24
1024     64
1420     40
1114     59
1295    132
679      17
       ... 
1052     56
1016    240
1696     83
1337    154
282      18
1702    211
464       3
963      22
1596    129
1287     71
1599     15
1265    112
1534    234
118      76
276     207
472      14
768      62
632     206
1257     38
480      80
570      86
312      14
1491    175
1670     17
413      76
1273     79
600      33
869     255
1453    153
1449    115
Name: 1923, dtype: int64 0.000872
294) 504     238
815      15
296      94
348      34
261     115
811      56
192     185
11       51
658      15
1591     83
285     189
788     169
661      11
860      49
1499    234
831       3
48       45
854      11
1240    196
577     139
1517     62
1565    119
1519    255
1395    111
165       6
1024    143
1420    176
1114     27
1295    255
679     196
       ... 
1052     94
1016    189
1696    254
1337    232
282      19
1702    141
464      72
963     222
1596     19
1287     81
1599    139
1265    122
1534     75
118      99
276     153
472     158
768     231
632     134
1257     75
480      71
570      33
312     101
1491    250
1670    153
413     186
1273     79
600     182
869       8
1453    166
1449     53
Name: 1361, dtype: int64 0.000869
295) 504     185
815      78
296      86
348     227
261     179
811      53
192     152
11       54
658      54
1591     62
285      80
788      76
661      92
860      72
1499    118
831      95
48       46
854      48
1240    142
577     115
1517    225
1565    255
1519     33
1395     50
165     202
1024     99
1420     18
1114    152
1295     31
679      56
       ... 
1052    202
1016     76
1696    252
1337    233
282     132
1702    108
464     141
963     169
1596    185
1287    159
1599    255
1265     55
1534    146
118     106
276     212
472       7
768     178
632      75
1257    197
480      51
570      47
312     183
1491     36
1670     35
413      74
1273    174
600      30
869     255
1453     53
1449     45
Name: 1843, dtype: int64 0.000865
296) 504     139
815     148
296      96
348       5
261     197
811      14
192      39
11       84
658      29
1591    250
285     102
788     160
661       5
860     219
1499    186
831     163
48      153
854       1
1240     26
577     231
1517     77
1565     86
1519     24
1395     60
165       9
1024     43
1420     37
1114    118
1295     93
679     187
       ... 
1052    208
1016     91
1696    255
1337    232
282     110
1702    189
464     201
963     190
1596    114
1287     83
1599     21
1265    188
1534      6
118      44
276      33
472      38
768      20
632       2
1257    132
480     210
570     203
312      93
1491    194
1670     31
413       3
1273    118
600       5
869     255
1453    170
1449     89
Name: 1675, dtype: int64 0.000863
297) 504      74
815     196
296     173
348     138
261      56
811     124
192      25
11       67
658     105
1591     84
285     219
788     138
661     166
860     120
1499     88
831     208
48       58
854     164
1240    161
577     168
1517    209
1565    130
1519     34
1395    130
165     142
1024     47
1420    165
1114    182
1295    136
679     195
       ... 
1052    215
1016     52
1696     52
1337     58
282      93
1702    191
464     156
963     169
1596     61
1287     39
1599     48
1265    238
1534     70
118     142
276      50
472     171
768     121
632     181
1257     24
480      56
570     173
312      13
1491    188
1670     76
413     184
1273     92
600     145
869     195
1453    146
1449    122
Name: 773, dtype: int64 0.000859
298) 504     117
815     184
296      45
348     186
261     194
811      87
192     101
11      209
658      70
1591     43
285      86
788      34
661      90
860     204
1499    182
831      94
48      203
854     106
1240     49
577     214
1517     74
1565    204
1519    255
1395    181
165     160
1024    119
1420     72
1114    187
1295     68
679      66
       ... 
1052    255
1016    255
1696    254
1337    114
282     188
1702    191
464     182
963     202
1596     90
1287     68
1599     22
1265     10
1534    120
118      75
276     224
472     122
768      30
632     206
1257    198
480      10
570      43
312     159
1491     48
1670    153
413      40
1273    144
600      43
869     255
1453     75
1449    245
Name: 2285, dtype: int64 0.000858
299) 504      46
815     114
296      16
348     189
261     225
811      59
192      63
11        0
658     169
1591    255
285     123
788     121
661      79
860       0
1499    161
831     163
48      249
854     151
1240    113
577      15
1517    109
1565    181
1519    255
1395    188
165     168
1024    222
1420     44
1114    118
1295    255
679     117
       ... 
1052    146
1016     54
1696    255
1337    115
282     196
1702    140
464     117
963     120
1596     45
1287    111
1599     71
1265     14
1534     44
118      63
276     242
472     106
768     118
632     124
1257    183
480     106
570      33
312     117
1491     22
1670    160
413      48
1273    255
600      63
869      39
1453     36
1449    227
Name: 2308, dtype: int64 0.000857
300) 504     240
815      86
296       7
348     118
261      27
811      11
192     166
11      111
658      23
1591    255
285     102
788     149
661     204
860      97
1499    161
831     158
48       61
854      95
1240    238
577       4
1517     86
1565    226
1519     78
1395    150
165      28
1024    167
1420    174
1114     64
1295     49
679     206
       ... 
1052     76
1016    117
1696    115
1337     51
282      32
1702     86
464     142
963     125
1596    209
1287    152
1599    245
1265    145
1534    171
118      98
276     172
472      20
768      13
632     207
1257    133
480     184
570     117
312      66
1491    158
1670     70
413     137
1273     73
600     158
869     255
1453    192
1449    163
Name: 859, dtype: int64 0.000855
301) 504     101
815     175
296     146
348     141
261      60
811     137
192      16
11      119
658     182
1591    239
285     196
788     152
661     148
860     155
1499    141
831     149
48      147
854     150
1240    164
577     156
1517    175
1565     90
1519     36
1395    164
165     120
1024     65
1420     78
1114    235
1295    154
679      95
       ... 
1052    126
1016    151
1696     42
1337    146
282     120
1702    216
464     101
963     155
1596    130
1287    132
1599     76
1265    231
1534    100
118     175
276     128
472     117
768     178
632     183
1257     64
480      39
570     181
312      49
1491    206
1670    177
413     162
1273      6
600     154
869     255
1453     60
1449    152
Name: 618, dtype: int64 0.000854
302) 504     180
815      20
296      60
348     153
261     186
811      43
192      76
11       68
658     177
1591    255
285     103
788     148
661      59
860      32
1499    169
831     108
48       90
854     106
1240     25
577      88
1517    214
1565    162
1519    245
1395    170
165     231
1024     30
1420     37
1114    128
1295    132
679       6
       ... 
1052    138
1016    151
1696    255
1337    206
282     177
1702    108
464     216
963      33
1596    120
1287    171
1599    243
1265     44
1534     47
118      83
276     188
472     169
768      86
632     112
1257    255
480      21
570      60
312     130
1491     24
1670     12
413      43
1273    152
600      29
869      77
1453     17
1449    203
Name: 1856, dtype: int64 0.000850
303) 504     217
815     173
296     108
348       9
261      27
811     103
192     182
11       89
658      12
1591    183
285     251
788     197
661       7
860     152
1499     79
831      94
48      166
854       3
1240    217
577      67
1517    207
1565     54
1519     34
1395     75
165      34
1024     95
1420     51
1114     75
1295    134
679     214
       ... 
1052    183
1016     84
1696    255
1337    232
282      29
1702    186
464      55
963     171
1596     30
1287     30
1599     65
1265     96
1534     59
118     130
276     120
472     208
768     229
632     216
1257     71
480     138
570     214
312      88
1491    246
1670     41
413     228
1273      6
600     218
869     183
1453    148
1449     96
Name: 1473, dtype: int64 0.000850
304) 504     228
815     232
296     197
348     175
261     141
811     194
192     192
11       71
658      14
1591     69
285     213
788     186
661       3
860      65
1499     44
831     106
48      167
854      11
1240     58
577     154
1517    168
1565     48
1519     31
1395     35
165      45
1024     71
1420     95
1114    255
1295     56
679     187
       ... 
1052     86
1016    255
1696    151
1337    170
282     206
1702    243
464     115
963     166
1596     51
1287     76
1599     47
1265    241
1534    100
118     151
276     158
472     213
768     115
632     197
1257    226
480      62
570     133
312     189
1491    235
1670    123
413     149
1273    157
600     139
869     221
1453    148
1449    170
Name: 1172, dtype: int64 0.000849
305) 504     124
815      93
296     168
348      94
261      95
811     162
192     158
11      255
658     244
1591    255
285     221
788     154
661      78
860     254
1499    243
831     114
48        0
854      64
1240    170
577     116
1517    147
1565      0
1519    255
1395     55
165     107
1024    222
1420    154
1114    101
1295    165
679     118
       ... 
1052    246
1016    101
1696    255
1337     63
282     216
1702    108
464      86
963     124
1596    140
1287    184
1599    255
1265    178
1534     15
118     195
276      32
472     158
768      88
632     103
1257    255
480     150
570     121
312      41
1491    117
1670    225
413     163
1273    255
600     171
869     255
1453    248
1449    159
Name: 159, dtype: int64 0.000847
306) 504     169
815      43
296       7
348     178
261     144
811       4
192      45
11      115
658      79
1591     17
285      65
788      42
661     203
860     226
1499    169
831      40
48      141
854     187
1240    164
577       2
1517    228
1565     16
1519    229
1395    101
165     179
1024     56
1420     33
1114    156
1295     80
679       7
       ... 
1052    229
1016     83
1696     19
1337    154
282      85
1702    213
464      55
963      17
1596     76
1287     29
1599    229
1265     59
1534    128
118       3
276      18
472       6
768      73
632     206
1257    163
480      55
570      38
312      46
1491    121
1670     39
413      65
1273    142
600       5
869     172
1453    179
1449     69
Name: 1929, dtype: int64 0.000845
307) 504      51
815     152
296     195
348      37
261     255
811     255
192     255
11      109
658     228
1591    255
285     166
788     255
661     255
860     115
1499    226
831      44
48        0
854     198
1240    135
577      77
1517    220
1565      1
1519    253
1395    255
165     198
1024    222
1420    148
1114    223
1295    100
679     255
       ... 
1052     23
1016    255
1696    255
1337    105
282     255
1702    108
464     255
963      22
1596    168
1287    177
1599    255
1265    194
1534    118
118     255
276     125
472     204
768      67
632      53
1257     26
480      91
570     255
312     255
1491     88
1670    208
413     127
1273    255
600     255
869     146
1453    242
1449    200
Name: 452, dtype: int64 0.000844
308) 504     251
815     151
296     149
348     238
261      53
811     138
192      58
11       86
658      62
1591     34
285     111
788     113
661     105
860     210
1499     81
831      64
48      206
854     213
1240    142
577     108
1517     49
1565     18
1519    116
1395     55
165     203
1024    222
1420    235
1114     48
1295    103
679     163
       ... 
1052     62
1016    255
1696    230
1337    149
282     147
1702    126
464     120
963      97
1596     87
1287     35
1599     76
1265    129
1534    164
118     112
276     192
472     178
768     118
632     120
1257    249
480     145
570     120
312     164
1491    149
1670    147
413     134
1273    110
600      93
869      15
1453    179
1449      5
Name: 1089, dtype: int64 0.000839
309) 504     146
815     147
296      78
348      78
261      37
811       7
192      50
11      115
658      79
1591     57
285     190
788     131
661     121
860      45
1499    198
831     205
48       54
854      55
1240    171
577      73
1517     12
1565     67
1519      5
1395     95
165      39
1024     53
1420     25
1114    196
1295    227
679     141
       ... 
1052     46
1016     15
1696    255
1337    232
282      27
1702    117
464      13
963     186
1596    103
1287     51
1599    255
1265     93
1534     60
118      28
276      20
472     130
768     204
632     202
1257    147
480      76
570      94
312      41
1491    119
1670     65
413      53
1273    118
600     205
869     255
1453    110
1449    119
Name: 1614, dtype: int64 0.000837
310) 504     144
815     102
296      38
348     184
261      94
811      79
192     148
11      255
658     155
1591     79
285      73
788     169
661     122
860     164
1499    152
831     211
48      118
854     149
1240    220
577      80
1517    130
1565     91
1519     90
1395    103
165     215
1024     91
1420    143
1114     33
1295    226
679      64
       ... 
1052    110
1016    255
1696    255
1337    232
282     193
1702    108
464     164
963      20
1596    147
1287    137
1599    214
1265     50
1534    178
118      14
276      69
472     172
768     186
632     214
1257     66
480     151
570      83
312      15
1491     60
1670     35
413      74
1273    103
600     110
869      27
1453    174
1449     38
Name: 1659, dtype: int64 0.000834
311) 504     150
815     136
296     217
348      86
261     125
811     151
192     143
11        0
658     157
1591    120
285      61
788     104
661     148
860      31
1499     70
831     236
48       72
854      67
1240     30
577     145
1517    149
1565    171
1519    255
1395     76
165      75
1024    222
1420    204
1114     50
1295    255
679     118
       ... 
1052    116
1016    255
1696    113
1337    107
282      88
1702    108
464      90
963     179
1596    113
1287    191
1599    154
1265    175
1534    141
118     145
276      59
472      78
768      63
632      86
1257    255
480     162
570     158
312      48
1491    168
1670    239
413     198
1273    215
600     142
869      31
1453    194
1449    160
Name: 239, dtype: int64 0.000830
312) 504     170
815     156
296     214
348     100
261     135
811     167
192     139
11        0
658     221
1591     80
285     182
788     119
661     148
860      50
1499     44
831     230
48      112
854     106
1240    105
577     158
1517    136
1565    174
1519    255
1395    116
165      68
1024    220
1420    204
1114     53
1295    255
679     135
       ... 
1052     56
1016    255
1696     69
1337     63
282      93
1702    108
464      75
963     154
1596    195
1287    209
1599    149
1265    181
1534    147
118     162
276      60
472      78
768      66
632     114
1257    255
480      96
570     173
312      30
1491    175
1670    203
413     212
1273    149
600     180
869      36
1453    198
1449    171
Name: 185, dtype: int64 0.000829
313) 504      57
815     255
296     255
348      27
261     255
811     255
192     255
11       44
658     250
1591    255
285     189
788     255
661     255
860      49
1499    220
831      37
48        0
854     255
1240    173
577     255
1517    157
1565      0
1519    255
1395    255
165     255
1024    222
1420    127
1114    105
1295    255
679     255
       ... 
1052     16
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     137
1596    229
1287    172
1599    255
1265    220
1534     94
118     255
276     141
472      88
768     255
632      34
1257    175
480     255
570     255
312     255
1491     87
1670    206
413     255
1273    255
600     255
869     255
1453    250
1449    208
Name: 350, dtype: int64 0.000829
314) 504     129
815     152
296      62
348     199
261     191
811      79
192      72
11      197
658     128
1591     29
285     102
788      67
661     209
860     154
1499    133
831      42
48      110
854     170
1240     36
577     213
1517    131
1565    255
1519    255
1395    172
165     203
1024     99
1420    108
1114    227
1295     74
679      59
       ... 
1052     49
1016     20
1696     86
1337    102
282     181
1702    131
464     173
963     183
1596     33
1287    117
1599     23
1265     15
1534    237
118      76
276      49
472      76
768      73
632     227
1257    206
480      31
570      55
312     133
1491    144
1670     98
413      24
1273    118
600      82
869     255
1453    127
1449    226
Name: 2225, dtype: int64 0.000829
315) 504     120
815      49
296      26
348     182
261     209
811      40
192      73
11        0
658     173
1591    255
285     131
788     111
661      70
860       0
1499    166
831      58
48      243
854     136
1240     85
577      21
1517     71
1565    190
1519    255
1395    148
165     189
1024    222
1420     40
1114    106
1295    255
679      90
       ... 
1052    139
1016     60
1696    255
1337     86
282     193
1702    126
464     174
963      47
1596     49
1287     84
1599     40
1265     30
1534    135
118      60
276     234
472      59
768     110
632     127
1257    154
480      50
570      30
312     104
1491     23
1670      5
413      37
1273    255
600      42
869      71
1453     22
1449    201
Name: 2207, dtype: int64 0.000827
316) 504     251
815     225
296      39
348     145
261     124
811      98
192     179
11      180
658     249
1591     80
285     178
788     159
661     238
860      50
1499     61
831     192
48      156
854     215
1240     28
577     219
1517    232
1565     59
1519      8
1395    108
165      32
1024    197
1420     45
1114    139
1295     23
679      46
       ... 
1052     73
1016     32
1696    126
1337    232
282     218
1702    199
464      20
963     210
1596     30
1287     30
1599     64
1265    128
1534    115
118      42
276     137
472     229
768     143
632     254
1257    161
480     246
570     206
312      39
1491    239
1670    130
413     227
1273     72
600     130
869     115
1453     90
1449    128
Name: 1266, dtype: int64 0.000826
317) 504     144
815      79
296     195
348      66
261      87
811     162
192     152
11       98
658     233
1591    255
285     204
788      12
661      57
860      14
1499    251
831      96
48        0
854      66
1240    227
577     123
1517    228
1565      0
1519    255
1395    162
165     106
1024    222
1420    141
1114     99
1295      2
679     109
       ... 
1052    245
1016    192
1696    255
1337     49
282     209
1702    108
464     131
963      89
1596    168
1287    164
1599    255
1265    178
1534      1
118     198
276      20
472      74
768     130
632      95
1257    255
480      93
570     119
312      33
1491    108
1670    220
413     164
1273    255
600     169
869     255
1453    251
1449    149
Name: 107, dtype: int64 0.000823
318) 504     173
815     110
296      63
348     213
261      32
811      74
192     125
11      218
658     135
1591     67
285     103
788     167
661     134
860      67
1499     60
831     159
48      182
854     138
1240    138
577     104
1517     14
1565     63
1519     76
1395    102
165     197
1024     65
1420    149
1114     33
1295    148
679      75
       ... 
1052     18
1016    255
1696    255
1337    232
282     189
1702    115
464     136
963      94
1596    140
1287    123
1599    254
1265     35
1534     83
118      18
276     161
472     158
768     192
632     227
1257    255
480     125
570      91
312      13
1491    111
1670     51
413      82
1273    142
600      18
869      99
1453    159
1449    143
Name: 1711, dtype: int64 0.000821
319) 504     162
815     157
296     198
348     113
261     138
811     182
192     150
11      255
658     237
1591    255
285     230
788      99
661     180
860      55
1499    156
831     120
48       19
854     132
1240    167
577     174
1517    140
1565    255
1519    255
1395    104
165      65
1024     40
1420    199
1114     78
1295    255
679     152
       ... 
1052     48
1016    253
1696    255
1337     63
282     161
1702    108
464      80
963     166
1596    176
1287    185
1599    219
1265    222
1534     69
118     196
276      37
472     111
768     101
632     165
1257     56
480      36
570     163
312      65
1491    207
1670    225
413     196
1273    107
600     183
869     255
1453    203
1449    225
Name: 168, dtype: int64 0.000821
320) 504      14
815      92
296     118
348     111
261      26
811      65
192      19
11       56
658     130
1591    255
285     111
788      93
661      75
860      64
1499    183
831      69
48       80
854     106
1240    253
577      80
1517     58
1565    255
1519     89
1395    162
165     235
1024    132
1420    177
1114     66
1295     54
679     146
       ... 
1052     75
1016    255
1696    182
1337    214
282      71
1702    108
464     122
963     160
1596    177
1287    131
1599    255
1265    132
1534    165
118      91
276     111
472     207
768     145
632     148
1257    215
480     126
570     106
312     163
1491    160
1670     98
413     120
1273     58
600     134
869      21
1453    157
1449    171
Name: 907, dtype: int64 0.000818
321) 504     185
815     180
296     214
348      94
261     216
811     178
192     164
11      247
658     208
1591    255
285     223
788     176
661     171
860      46
1499    223
831      71
48      252
854     106
1240    140
577     178
1517    141
1565    255
1519    255
1395    217
165      67
1024    163
1420    181
1114     76
1295    255
679     152
       ... 
1052     67
1016    255
1696     94
1337     26
282      26
1702    107
464     222
963     177
1596    210
1287    183
1599    255
1265    214
1534     75
118     187
276      66
472     160
768     173
632     200
1257    255
480      58
570     195
312      55
1491    142
1670    242
413     193
1273     29
600     187
869     255
1453    222
1449    190
Name: 76, dtype: int64 0.000816
322) 504      39
815     217
296     152
348     155
261     227
811      62
192      53
11       35
658      57
1591     77
285     206
788     116
661     195
860     171
1499     22
831      40
48       87
854     166
1240     48
577     167
1517    183
1565    115
1519     23
1395     65
165      46
1024     86
1420    117
1114    109
1295     30
679     163
       ... 
1052    239
1016    235
1696    177
1337    169
282      88
1702    235
464     164
963     173
1596    101
1287    212
1599     85
1265    210
1534     50
118     176
276     181
472     157
768     206
632      12
1257    163
480      33
570     172
312     173
1491    202
1670     11
413     165
1273      7
600     126
869     242
1453    194
1449    178
Name: 1025, dtype: int64 0.000810
323) 504     223
815     183
296       2
348     176
261     143
811     104
192     169
11      134
658     192
1591     73
285     251
788     157
661      22
860      37
1499    140
831      10
48      161
854     213
1240    186
577      96
1517    214
1565     87
1519    182
1395    104
165      33
1024     94
1420     63
1114    167
1295    109
679     204
       ... 
1052    192
1016     40
1696    255
1337    232
282     221
1702    117
464       3
963     212
1596     38
1287     55
1599    144
1265    110
1534     49
118      63
276      99
472     250
768     235
632     245
1257    123
480     245
570     211
312      63
1491    241
1670     41
413     238
1273    126
600     214
869      15
1453    116
1449    126
Name: 1365, dtype: int64 0.000808
324) 504      52
815     102
296      36
348     127
261      39
811     109
192     132
11      132
658     141
1591    255
285     115
788     112
661     102
860      82
1499     91
831     195
48       15
854     106
1240    246
577     188
1517     97
1565    255
1519    207
1395    160
165     172
1024     99
1420    174
1114    115
1295     45
679     161
       ... 
1052     70
1016    219
1696    255
1337     44
282     102
1702    108
464     113
963     174
1596    148
1287    166
1599    172
1265    163
1534     71
118      82
276     192
472     140
768       7
632     161
1257     39
480     237
570     106
312      66
1491    174
1670     58
413     225
1273    134
600     117
869     255
1453    178
1449    162
Name: 758, dtype: int64 0.000808
325) 504       8
815     231
296     231
348      44
261     108
811     111
192     168
11       93
658       9
1591    253
285       2
788     189
661      30
860     148
1499     81
831      17
48      119
854       9
1240     29
577     223
1517    177
1565    108
1519     38
1395     48
165      27
1024     60
1420     89
1114    117
1295     21
679     208
       ... 
1052    185
1016    180
1696    109
1337    232
282       9
1702    254
464     132
963     149
1596     40
1287     72
1599    121
1265    233
1534     21
118      20
276     155
472     248
768     239
632       2
1257    132
480     205
570     218
312     163
1491    248
1670     61
413     173
1273     78
600     221
869     136
1453    191
1449    104
Name: 1426, dtype: int64 0.000807
326) 504     180
815     221
296      69
348      77
261       7
811       4
192      25
11       46
658     102
1591    225
285      42
788     141
661     187
860     111
1499    121
831       6
48       99
854     175
1240    104
577     207
1517     88
1565     15
1519     27
1395     14
165      19
1024     94
1420    201
1114    107
1295     94
679     196
       ... 
1052    213
1016    107
1696     25
1337    232
282      95
1702    123
464      26
963      83
1596    227
1287    129
1599    249
1265     68
1534    200
118      31
276      64
472      82
768     145
632     236
1257    226
480     156
570       6
312      17
1491    110
1670     85
413     210
1273     56
600     203
869     108
1453    190
1449     38
Name: 1685, dtype: int64 0.000805
327) 504      35
815      37
296      72
348      97
261     200
811     255
192     255
11        0
658      44
1591    255
285     228
788      71
661      47
860       0
1499      0
831     114
48        0
854     255
1240    158
577     206
1517    182
1565      0
1519    255
1395    111
165      46
1024    222
1420     43
1114    121
1295     26
679      79
       ... 
1052    213
1016    255
1696    255
1337     34
282      96
1702    154
464     194
963     133
1596    224
1287    156
1599    235
1265     50
1534    126
118     255
276     172
472      62
768       2
632      41
1257    255
480     200
570      27
312     255
1491     28
1670    212
413      18
1273    255
600      27
869     255
1453     24
1449    227
Name: 2496, dtype: int64 0.000801
328) 504      92
815      34
296      89
348     175
261     140
811      40
192     134
11       40
658      19
1591     57
285     101
788      44
661      15
860      54
1499    245
831     214
48       80
854      18
1240     77
577      34
1517     82
1565    119
1519    251
1395    105
165      41
1024    121
1420    165
1114     25
1295    255
679     135
       ... 
1052     46
1016    143
1696    255
1337    232
282      15
1702    108
464      15
963     160
1596     17
1287    115
1599    189
1265    104
1534     68
118      64
276      44
472     236
768     216
632     186
1257     67
480      21
570      62
312      65
1491    227
1670     66
413     155
1273    105
600     194
869      63
1453    155
1449    102
Name: 1461, dtype: int64 0.000799
329) 504     134
815     191
296     180
348     119
261      94
811     152
192     125
11      211
658     167
1591     87
285     236
788      77
661     151
860      68
1499    245
831     140
48      220
854     164
1240    181
577     168
1517    120
1565    176
1519     77
1395    100
165     107
1024    187
1420    113
1114    100
1295     95
679     145
       ... 
1052    143
1016    116
1696     59
1337    112
282      49
1702    225
464      93
963     181
1596    231
1287     75
1599    133
1265    237
1534    153
118     175
276      91
472      83
768      65
632     158
1257    250
480      14
570     189
312      93
1491    199
1670    144
413     208
1273     42
600     159
869     255
1453     39
1449    163
Name: 424, dtype: int64 0.000796
330) 504     105
815     223
296     196
348     241
261     115
811     106
192      19
11       86
658       9
1591    161
285     184
788     190
661      22
860     212
1499    135
831      77
48      133
854      10
1240     24
577      97
1517    184
1565    102
1519     47
1395     54
165      36
1024     93
1420     29
1114     99
1295    112
679     179
       ... 
1052    202
1016     89
1696     18
1337    232
282      25
1702    108
464     125
963     193
1596     86
1287    181
1599     37
1265     87
1534      6
118     136
276      94
472     161
768     227
632     205
1257    134
480     192
570     212
312      83
1491    243
1670     42
413     217
1273     63
600     218
869     255
1453    223
1449     88
Name: 1480, dtype: int64 0.000794
331) 504     210
815     220
296      28
348       7
261      85
811      44
192     122
11       59
658       8
1591    142
285     244
788     220
661       5
860      97
1499    145
831     151
48      151
854       5
1240     51
577     220
1517    193
1565     52
1519     32
1395     64
165      10
1024     94
1420    114
1114     83
1295     52
679     204
       ... 
1052    196
1016     62
1696    255
1337    232
282      50
1702    176
464      92
963     209
1596     67
1287     55
1599    200
1265     92
1534     47
118     120
276      59
472     246
768     182
632      95
1257     79
480     231
570      97
312      68
1491    188
1670     94
413      91
1273    135
600      58
869     255
1453    147
1449     95
Name: 1573, dtype: int64 0.000794
332) 504     126
815     134
296      55
348     200
261     158
811      75
192      89
11      117
658     103
1591     24
285     129
788      36
661     207
860     218
1499    204
831      76
48      154
854     160
1240     32
577     204
1517    143
1565    255
1519    255
1395    163
165     208
1024    124
1420    134
1114    215
1295    125
679      58
       ... 
1052     76
1016    255
1696     63
1337     58
282     162
1702    177
464     139
963     181
1596     34
1287     86
1599     26
1265     25
1534    229
118      23
276     206
472      63
768      33
632     215
1257     25
480     189
570      68
312     149
1491     97
1670     97
413      32
1273     80
600      94
869     138
1453     73
1449    147
Name: 2179, dtype: int64 0.000793
333) 504      92
815     255
296     239
348      63
261     255
811     255
192     255
11      219
658     218
1591    184
285      96
788     255
661     255
860       0
1499    204
831     200
48       67
854     255
1240     33
577     209
1517    101
1565    233
1519    255
1395    252
165     255
1024    222
1420    146
1114     36
1295    255
679     255
       ... 
1052     60
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     165
1596    162
1287    194
1599    173
1265    101
1534    185
118     255
276     124
472      87
768     236
632      74
1257    227
480      30
570     255
312     255
1491     92
1670    197
413     255
1273    206
600     255
869      17
1453    113
1449     65
Name: 1601, dtype: int64 0.000792
334) 504     126
815     137
296     161
348     125
261     123
811     158
192     139
11      147
658     244
1591    255
285     217
788     115
661     167
860     112
1499    233
831     241
48      181
854      85
1240    196
577     145
1517    137
1565    255
1519     45
1395     83
165      90
1024    109
1420     76
1114    101
1295    255
679     128
       ... 
1052    232
1016    111
1696    255
1337    207
282     219
1702    108
464      71
963     169
1596    150
1287    182
1599    255
1265    209
1534     97
118     190
276     113
472     252
768      43
632     152
1257     59
480     154
570     161
312      66
1491    201
1670    119
413     185
1273     49
600     154
869     255
1453     68
1449    196
Name: 314, dtype: int64 0.000792
335) 504     230
815     128
296     101
348      85
261     166
811     255
192     255
11      219
658      42
1591     47
285     116
788     255
661      67
860      52
1499      0
831      93
48        0
854     255
1240    164
577      21
1517    186
1565     89
1519    249
1395    255
165     157
1024    222
1420    151
1114    112
1295     33
679      47
       ... 
1052    185
1016    255
1696    189
1337     95
282     187
1702    108
464     131
963     157
1596    146
1287    181
1599    255
1265     45
1534    194
118     255
276     146
472      39
768     111
632      32
1257     26
480      57
570     160
312     255
1491     22
1670    237
413      76
1273    255
600     254
869     255
1453      2
1449     14
Name: 1947, dtype: int64 0.000791
336) 504      99
815     188
296     156
348     234
261     201
811     179
192     132
11      125
658      56
1591      8
285     144
788     107
661     116
860     139
1499     34
831     158
48       83
854     153
1240    193
577     135
1517     57
1565     41
1519     38
1395     87
165     198
1024    195
1420    229
1114    216
1295     78
679     174
       ... 
1052    113
1016     97
1696     16
1337    169
282      91
1702    198
464      88
963     190
1596     81
1287    134
1599     90
1265    184
1534    149
118     133
276      33
472     231
768     162
632     157
1257    224
480      75
570     142
312     157
1491     75
1670    108
413     191
1273     77
600     116
869     153
1453    231
1449      7
Name: 935, dtype: int64 0.000788
337) 504      93
815     151
296     159
348     134
261      88
811     155
192     124
11      131
658     235
1591    255
285     205
788     111
661     149
860      65
1499    242
831     107
48       99
854     108
1240    193
577     145
1517    118
1565    255
1519     42
1395    105
165      92
1024    113
1420     33
1114    118
1295    255
679     135
       ... 
1052    218
1016     10
1696    255
1337    178
282     206
1702    108
464      64
963      53
1596    173
1287    210
1599    254
1265    225
1534    215
118     198
276      87
472      86
768      52
632     193
1257     62
480     155
570     162
312      78
1491    203
1670    103
413     185
1273     63
600     175
869     255
1453     55
1449    129
Name: 366, dtype: int64 0.000787
338) 504      41
815      63
296     151
348      58
261      45
811     255
192     255
11       92
658     208
1591    255
285     130
788     146
661      35
860      97
1499    225
831      75
48        0
854      46
1240    160
577      80
1517    127
1565    254
1519    255
1395     18
165     130
1024    203
1420    170
1114    250
1295    103
679     190
       ... 
1052     99
1016    121
1696    255
1337    114
282     230
1702    108
464      92
963     134
1596    164
1287    214
1599     48
1265    211
1534     99
118     255
276     170
472     134
768     122
632      82
1257     40
480     104
570      88
312     255
1491    110
1670     81
413     144
1273     36
600     119
869       0
1453    227
1449    169
Name: 604, dtype: int64 0.000784
339) 504      25
815      11
296     255
348      28
261      98
811     255
192     255
11        0
658     213
1591    241
285      40
788     255
661     228
860       0
1499     18
831      98
48       93
854     255
1240     84
577     255
1517     16
1565      4
1519    255
1395    255
165     130
1024    222
1420    250
1114    127
1295    255
679     255
       ... 
1052     37
1016    255
1696    239
1337     47
282     252
1702    108
464     106
963     146
1596    125
1287    219
1599    196
1265    179
1534     63
118     255
276      91
472     109
768     253
632      16
1257    255
480      98
570     255
312     255
1491     73
1670    246
413     107
1273    255
600     255
869     255
1453    168
1449     30
Name: 749, dtype: int64 0.000783
340) 504     168
815     127
296     185
348     105
261     126
811     172
192     153
11      255
658     248
1591    255
285     232
788     150
661     143
860     118
1499    240
831     114
48        5
854     104
1240    124
577     166
1517    153
1565      3
1519    229
1395    160
165      76
1024    222
1420    170
1114    104
1295    255
679     139
       ... 
1052    226
1016    255
1696    255
1337     49
282     136
1702    108
464      95
963      37
1596    217
1287    124
1599    255
1265    206
1534     21
118     189
276      19
472      26
768     184
632     180
1257    255
480     153
570     156
312      40
1491    203
1670    239
413     189
1273    204
600     181
869     255
1453    240
1449    151
Name: 114, dtype: int64 0.000783
341) 504      83
815      74
296     226
348      32
261      43
811     255
192     255
11        0
658     136
1591    255
285      32
788     255
661     226
860       0
1499     22
831     230
48        0
854     255
1240     69
577     103
1517     16
1565      0
1519    255
1395    255
165      66
1024    222
1420    232
1114     99
1295    255
679      89
       ... 
1052     38
1016    255
1696    229
1337    210
282      23
1702    108
464     105
963     174
1596    215
1287    176
1599    245
1265    175
1534    179
118     255
276      45
472     171
768     196
632      19
1257    255
480      76
570     195
312     255
1491     73
1670    239
413     130
1273    255
600     255
869     255
1453    225
1449    228
Name: 347, dtype: int64 0.000775
342) 504     167
815      62
296      83
348     210
261     181
811      60
192      94
11      182
658      68
1591    255
285     186
788      17
661      92
860     191
1499    180
831     161
48        3
854     106
1240    176
577     208
1517     35
1565      4
1519    255
1395     88
165     120
1024    220
1420     60
1114    191
1295    255
679      81
       ... 
1052     68
1016    255
1696    255
1337     34
282     156
1702    147
464     183
963     106
1596    210
1287     38
1599    117
1265     21
1534    155
118      59
276     233
472     184
768      17
632     227
1257    255
480     208
570      43
312     183
1491     17
1670    203
413      45
1273    255
600      26
869     255
1453     25
1449    227
Name: 2484, dtype: int64 0.000775
343) 504     114
815     148
296      40
348     198
261     199
811      28
192      93
11        3
658     165
1591    255
285     109
788      62
661     184
860     224
1499    152
831     187
48      173
854     156
1240     17
577     134
1517    201
1565     44
1519    255
1395    152
165     222
1024     36
1420     58
1114    139
1295     63
679      43
       ... 
1052    137
1016     55
1696    255
1337     35
282     144
1702    125
464     220
963      81
1596     60
1287    110
1599     30
1265     24
1534     93
118      74
276     235
472     165
768     131
632     224
1257     28
480     199
570      59
312     113
1491     57
1670     74
413      26
1273    167
600      50
869     146
1453    133
1449    181
Name: 2111, dtype: int64 0.000775
344) 504      62
815     115
296     213
348      63
261      45
811      97
192      71
11        0
658     195
1591     79
285      36
788      96
661     218
860       5
1499     74
831     159
48      161
854      67
1240    121
577     107
1517     34
1565     72
1519    255
1395      8
165      98
1024    197
1420    242
1114    102
1295    255
679      95
       ... 
1052    165
1016     40
1696     65
1337    112
282      24
1702    108
464      91
963      22
1596    245
1287     72
1599     80
1265    187
1534    197
118     170
276      82
472      55
768      93
632      56
1257    243
480     146
570     113
312      72
1491    156
1670    189
413     163
1273     77
600      99
869     255
1453     65
1449     13
Name: 543, dtype: int64 0.000775
345) 504     169
815     135
296      54
348     180
261     190
811      77
192     108
11       79
658     119
1591    158
285      65
788     171
661     183
860      64
1499     63
831     121
48       59
854     183
1240    128
577     114
1517      3
1565    122
1519     68
1395     40
165      98
1024     58
1420     41
1114    205
1295    149
679      76
       ... 
1052     21
1016     22
1696    255
1337    232
282     173
1702    120
464     164
963      60
1596     62
1287     54
1599    236
1265     77
1534     53
118      37
276     155
472     124
768     187
632     227
1257    255
480      91
570      91
312      78
1491     93
1670     62
413      78
1273    134
600      55
869     224
1453    114
1449    117
Name: 1713, dtype: int64 0.000772
346) 504     161
815     148
296     219
348      31
261     255
811     255
192     255
11        0
658     240
1591    255
285     225
788     255
661     255
860       0
1499    224
831      63
48        0
854     202
1240    234
577      80
1517    232
1565      0
1519    255
1395    255
165     191
1024    222
1420    126
1114     70
1295    255
679     255
       ... 
1052     15
1016    255
1696    255
1337     43
282     255
1702    108
464     255
963     159
1596    213
1287    155
1599    255
1265    169
1534     64
118     255
276      84
472      72
768      54
632      43
1257    255
480      87
570     255
312     255
1491    178
1670    205
413     113
1273    255
600     255
869     255
1453    254
1449    144
Name: 52, dtype: int64 0.000767
347) 504      51
815     202
296     168
348     231
261      42
811     121
192      23
11      228
658      87
1591     27
285     187
788     121
661     115
860     170
1499     64
831     190
48      104
854     175
1240    142
577     171
1517    132
1565     91
1519     24
1395    110
165     160
1024     97
1420    131
1114    155
1295    137
679     214
       ... 
1052    216
1016     71
1696     12
1337     55
282      79
1702    197
464      67
963     187
1596     39
1287    244
1599     65
1265    208
1534     80
118     149
276     125
472     159
768     110
632     180
1257     24
480     146
570     175
312      21
1491     65
1670    153
413     198
1273     77
600     137
869      53
1453    208
1449     98
Name: 781, dtype: int64 0.000765
348) 504      90
815     108
296     219
348      63
261      88
811     122
192     144
11        0
658     157
1591    249
285      62
788      43
661     200
860       1
1499     24
831     239
48      154
854      65
1240    110
577     101
1517     26
1565    188
1519    255
1395     68
165     105
1024    205
1420    219
1114    232
1295    255
679      98
       ... 
1052     34
1016     93
1696     32
1337    112
282      29
1702    108
464     177
963      17
1596    246
1287     36
1599    185
1265    207
1534    215
118     189
276     128
472     149
768     144
632      56
1257    255
480     144
570     122
312      59
1491    177
1670    244
413     143
1273    206
600     117
869     255
1453     67
1449     25
Name: 443, dtype: int64 0.000764
349) 504     210
815     111
296      25
348     115
261      70
811     100
192     177
11      130
658      26
1591     85
285     247
788     200
661      24
860     135
1499    100
831     102
48      163
854     201
1240    204
577      54
1517    195
1565     35
1519     43
1395     88
165      15
1024     95
1420     54
1114    127
1295    114
679     211
       ... 
1052    179
1016     21
1696    255
1337    232
282      17
1702    118
464     184
963     144
1596     16
1287     72
1599    225
1265    100
1534     77
118       7
276     108
472     215
768     230
632     239
1257    112
480      48
570     210
312      60
1491    245
1670     48
413     187
1273     51
600     219
869     141
1453    127
1449    125
Name: 1469, dtype: int64 0.000764
350) 504     181
815      28
296      92
348     220
261     142
811      66
192     147
11       82
658     112
1591     28
285      62
788      71
661     116
860     129
1499     89
831      97
48      209
854      84
1240     22
577      35
1517    206
1565    255
1519     66
1395    184
165      27
1024     58
1420    153
1114    170
1295     30
679      68
       ... 
1052    213
1016     88
1696     69
1337    112
282     143
1702    226
464      47
963     142
1596    157
1287    152
1599    144
1265     47
1534     90
118      58
276     135
472      91
768      69
632     129
1257     93
480      53
570      44
312     142
1491     90
1670     55
413      64
1273    156
600      24
869     219
1453     38
1449     36
Name: 1990, dtype: int64 0.000762
351) 504      49
815     203
296     161
348     223
261      45
811     195
192     181
11      247
658      64
1591     19
285     190
788     110
661     114
860     178
1499     15
831     191
48      227
854     175
1240    132
577     149
1517     69
1565     43
1519     32
1395    108
165     189
1024     38
1420    126
1114    100
1295     81
679     181
       ... 
1052    241
1016    179
1696     34
1337     53
282      99
1702    176
464     110
963     171
1596     52
1287     78
1599    100
1265    187
1534     82
118     140
276      30
472     220
768     140
632     179
1257     71
480     148
570     173
312     158
1491     41
1670     60
413     169
1273    150
600     123
869     121
1453    222
1449     13
Name: 881, dtype: int64 0.000761
352) 504     181
815      34
296      99
348     199
261     182
811      45
192      82
11      221
658     145
1591    187
285      47
788     168
661     179
860     169
1499    143
831     108
48       36
854     153
1240     28
577      68
1517    183
1565     44
1519     76
1395     28
165     229
1024     68
1420     44
1114     29
1295    149
679      79
       ... 
1052     16
1016    251
1696    255
1337    232
282     170
1702    116
464     200
963      76
1596    138
1287    208
1599    182
1265     41
1534     63
118      20
276     169
472      99
768     191
632     220
1257    254
480     126
570      77
312      54
1491    110
1670     19
413      89
1273    143
600      68
869      35
1453    164
1449    229
Name: 1760, dtype: int64 0.000758
353) 504      92
815      75
296     177
348      62
261      45
811     158
192     157
11      166
658     225
1591    255
285     146
788      13
661      47
860     254
1499    238
831     160
48        0
854      66
1240    239
577      97
1517    205
1565      0
1519     47
1395    157
165     106
1024    222
1420    152
1114    211
1295      2
679     101
       ... 
1052    248
1016     24
1696    255
1337     99
282     225
1702    108
464      65
963     126
1596     80
1287    183
1599    255
1265    180
1534    122
118     185
276      68
472      54
768     145
632      88
1257    255
480     138
570     115
312      62
1491    121
1670    218
413     178
1273    226
600     167
869     255
1453    241
1449    174
Name: 306, dtype: int64 0.000756
354) 504     247
815     181
296     142
348     229
261      66
811     188
192      55
11       41
658      47
1591     36
285     162
788      86
661     160
860     114
1499     56
831      68
48      132
854     201
1240    223
577     134
1517     61
1565     29
1519     48
1395     76
165     181
1024    194
1420    236
1114    228
1295     80
679     171
       ... 
1052    112
1016    253
1696    164
1337    158
282      79
1702    208
464     120
963     209
1596     73
1287    112
1599    176
1265    148
1534    208
118     138
276     163
472     199
768     202
632     157
1257    255
480      74
570     140
312     165
1491    126
1670     91
413     187
1273     84
600     117
869     255
1453    227
1449     67
Name: 1035, dtype: int64 0.000741
355) 504      65
815     220
296     160
348     181
261     118
811     171
192      59
11      128
658      55
1591     71
285     186
788     119
661     211
860     136
1499     29
831     108
48       76
854     209
1240    202
577     151
1517    216
1565    104
1519     20
1395     99
165      42
1024     97
1420    107
1114    223
1295     17
679     156
       ... 
1052     68
1016    255
1696    255
1337    159
282     111
1702    157
464     135
963     170
1596     81
1287    172
1599     53
1265    153
1534     28
118     154
276     192
472     223
768     149
632     179
1257     48
480      79
570     176
312     177
1491    210
1670     59
413     173
1273      5
600     118
869     255
1453    225
1449    189
Name: 1078, dtype: int64 0.000741
356) 504      51
815     210
296     157
348     152
261      50
811     191
192     127
11      153
658      58
1591     13
285     186
788     133
661     149
860     169
1499     12
831     148
48       41
854     185
1240    118
577     140
1517    119
1565     99
1519     32
1395    110
165     189
1024     94
1420    125
1114    242
1295    143
679     178
       ... 
1052     72
1016    164
1696    146
1337    135
282      87
1702    241
464      97
963     224
1596     11
1287     81
1599     32
1265    201
1534     63
118     131
276     129
472     231
768     168
632     188
1257    230
480      55
570     173
312     164
1491    230
1670     92
413     205
1273    125
600     128
869     255
1453    216
1449     91
Name: 928, dtype: int64 0.000737
357) 504     209
815     224
296     221
348      82
261      70
811     111
192     168
11       72
658       6
1591    107
285       8
788     120
661      18
860     236
1499    192
831     122
48      216
854      48
1240    158
577      90
1517     72
1565    152
1519     93
1395     37
165       5
1024     64
1420    226
1114     13
1295     95
679     209
       ... 
1052    187
1016    142
1696      6
1337    232
282      35
1702    108
464     166
963      30
1596     65
1287    106
1599     89
1265     82
1534     10
118      34
276     102
472     234
768     230
632     252
1257     78
480      45
570     215
312      78
1491    167
1670    170
413     232
1273     98
600     192
869     255
1453    209
1449     53
Name: 1487, dtype: int64 0.000737
358) 504      39
815     186
296     141
348     237
261      83
811     186
192     180
11      213
658      68
1591      8
285     144
788     109
661     116
860     222
1499     34
831     185
48       64
854     167
1240    185
577     126
1517     30
1565     47
1519     32
1395     91
165     179
1024    190
1420    226
1114    161
1295     79
679     177
       ... 
1052    105
1016     64
1696     41
1337     51
282      92
1702    193
464      53
963     164
1596    159
1287    154
1599     62
1265    198
1534    207
118      96
276      63
472     223
768     109
632     157
1257    165
480      79
570     150
312     151
1491     42
1670     97
413     163
1273     94
600     111
869     231
1453    226
1449     15
Name: 885, dtype: int64 0.000733
359) 504     228
815     204
296     255
348      45
261     191
811     255
192     255
11      232
658      41
1591    240
285     118
788     255
661      53
860     233
1499      0
831     112
48        0
854     255
1240    173
577     255
1517    127
1565      0
1519    255
1395    255
165     150
1024    222
1420    170
1114    110
1295     43
679     255
       ... 
1052    179
1016    255
1696    241
1337     48
282     249
1702    108
464     137
963     120
1596    115
1287    210
1599    255
1265     48
1534    157
118     255
276     233
472      36
768     254
632      21
1257    236
480      39
570     255
312     255
1491     51
1670    244
413      73
1273    255
600     255
869     255
1453      6
1449     78
Name: 1949, dtype: int64 0.000731
360) 504     216
815     161
296     133
348     254
261      68
811      92
192     154
11       91
658      26
1591     48
285     141
788     232
661      15
860     233
1499    103
831     133
48      232
854      25
1240     98
577     235
1517     44
1565    255
1519    255
1395     36
165       5
1024    190
1420    236
1114     48
1295     98
679     171
       ... 
1052    166
1016    179
1696    117
1337    232
282      12
1702    108
464     173
963     144
1596     49
1287    118
1599    161
1265    101
1534    186
118       0
276     187
472     111
768     228
632     111
1257    143
480     129
570     219
312     187
1491    222
1670    167
413     125
1273     99
600     209
869      32
1453    190
1449     21
Name: 1390, dtype: int64 0.000728
361) 504      84
815     184
296     175
348     144
261      96
811     143
192     115
11      116
658     168
1591    253
285     218
788     143
661     148
860      94
1499    152
831     245
48       49
854     153
1240    170
577     161
1517    217
1565     80
1519     42
1395    162
165     114
1024    111
1420    101
1114    241
1295    130
679     135
       ... 
1052    110
1016     66
1696     36
1337    104
282     120
1702    210
464      77
963     129
1596     95
1287    177
1599     65
1265    237
1534    122
118     180
276      80
472      61
768     210
632     150
1257    153
480      61
570     184
312      58
1491    198
1670     61
413     172
1273      6
600     173
869     255
1453     52
1449    174
Name: 570, dtype: int64 0.000722
362) 504      95
815      68
296      35
348     199
261     221
811      55
192      82
11       88
658      95
1591    255
285     123
788      19
661     196
860     193
1499    112
831     173
48       56
854     182
1240    149
577      77
1517    223
1565    255
1519    255
1395    255
165     134
1024    156
1420     80
1114    218
1295    255
679      95
       ... 
1052     66
1016    171
1696    255
1337     85
282     155
1702    162
464      82
963     118
1596     25
1287    147
1599     94
1265     60
1534    210
118      64
276     216
472     138
768      17
632     227
1257    105
480     220
570      45
312     131
1491    142
1670    188
413      65
1273    227
600      91
869     255
1453     24
1449    208
Name: 2421, dtype: int64 0.000721
363) 504      88
815     186
296     169
348     143
261      74
811     138
192      54
11      125
658     157
1591    189
285     213
788     157
661     148
860     100
1499    157
831     157
48       82
854     164
1240    153
577     160
1517    217
1565    108
1519     30
1395    153
165     123
1024     39
1420    123
1114    244
1295    162
679     102
       ... 
1052    112
1016    105
1696     41
1337    146
282     111
1702    187
464     138
963     136
1596    166
1287    181
1599     61
1265    238
1534     76
118     177
276     102
472     119
768     188
632     144
1257    206
480      63
570     168
312      58
1491    190
1670     94
413     180
1273     10
600     168
869     255
1453     68
1449    154
Name: 620, dtype: int64 0.000721
364) 504      66
815     186
296     157
348     223
261     178
811     197
192     171
11      142
658      57
1591     37
285     176
788      95
661     146
860     220
1499     40
831     167
48      230
854     165
1240    173
577     138
1517     95
1565     35
1519     31
1395     94
165     175
1024     88
1420     97
1114     76
1295    122
679     183
       ... 
1052    228
1016    181
1696     37
1337    120
282      99
1702    185
464     136
963     213
1596     62
1287     73
1599    166
1265    163
1534    116
118     139
276     123
472     208
768     182
632     183
1257    255
480     165
570     157
312     164
1491    215
1670    140
413     200
1273    135
600     100
869     170
1453    227
1449     92
Name: 982, dtype: int64 0.000720
365) 504       7
815     152
296     177
348      45
261     255
811     255
192     255
11      110
658     213
1591    255
285     147
788     255
661     255
860      83
1499    227
831      78
48        0
854     198
1240    242
577      79
1517    158
1565    234
1519    255
1395    255
165     224
1024    207
1420    152
1114     81
1295    152
679     255
       ... 
1052     25
1016    255
1696    255
1337    194
282     255
1702    108
464     255
963       9
1596    193
1287    210
1599     43
1265    195
1534     19
118     255
276      82
472       9
768     125
632      68
1257    228
480      89
570     255
312     255
1491    174
1670    146
413     111
1273    213
600     255
869      82
1453    234
1449    153
Name: 652, dtype: int64 0.000720
366) 504     133
815      93
296     161
348      90
261      93
811     162
192     168
11      255
658     243
1591    255
285     214
788     167
661      79
860     252
1499    239
831     131
48        0
854      66
1240    232
577     116
1517    155
1565      0
1519    132
1395     53
165     107
1024    222
1420    159
1114    101
1295    119
679     111
       ... 
1052    245
1016     13
1696    255
1337    107
282     224
1702    108
464      76
963      67
1596    128
1287    191
1599    255
1265    197
1534     62
118     191
276     141
472     223
768      79
632     113
1257    255
480     149
570     121
312      46
1491    122
1670    227
413     163
1273    219
600     165
869     255
1453    242
1449    151
Name: 209, dtype: int64 0.000719
367) 504      58
815     255
296     255
348      60
261     255
811     255
192     255
11        0
658     248
1591    255
285     160
788     255
661     255
860       0
1499     20
831      92
48        0
854     255
1240     87
577     255
1517     65
1565      0
1519    255
1395    255
165     255
1024    222
1420     28
1114    102
1295    255
679     255
       ... 
1052    112
1016    255
1696    255
1337     53
282     255
1702    142
464     255
963     144
1596    128
1287     17
1599    243
1265     25
1534     20
118     255
276     244
472      60
768     255
632      38
1257    255
480     255
570     255
312     255
1491     12
1670    159
413     255
1273    255
600     255
869     255
1453     84
1449    253
Name: 2350, dtype: int64 0.000713
368) 504     253
815     197
296      56
348     191
261     136
811     143
192     193
11       76
658     241
1591     94
285     191
788     209
661     178
860     242
1499     68
831      91
48      153
854     214
1240     38
577     155
1517    226
1565     25
1519     11
1395    109
165      30
1024     50
1420     68
1114    211
1295     12
679      37
       ... 
1052     81
1016     72
1696    119
1337    232
282     219
1702    191
464      39
963     186
1596     38
1287     97
1599     64
1265    148
1534    116
118     118
276     170
472     208
768     125
632     250
1257    254
480     139
570     145
312     191
1491    243
1670    103
413     143
1273     43
600     134
869     155
1453     76
1449    192
Name: 1219, dtype: int64 0.000713
369) 504     119
815      89
296      64
348     121
261     212
811     255
192     255
11      255
658     204
1591     88
285      96
788     185
661      43
860      23
1499     33
831     204
48       95
854      78
1240     42
577      57
1517    168
1565    177
1519    193
1395     57
165     234
1024     50
1420    143
1114    192
1295    255
679     171
       ... 
1052     93
1016    255
1696    255
1337    232
282     243
1702    108
464     150
963     157
1596    118
1287    188
1599    138
1265     78
1534    156
118     255
276     120
472     116
768     178
632     100
1257     47
480      17
570      79
312     255
1491     27
1670    188
413      90
1273    121
600      13
869     114
1453      7
1449     65
Name: 1654, dtype: int64 0.000710
370) 504     149
815     180
296     206
348     115
261     154
811     181
192     144
11      255
658     208
1591    255
285     231
788     111
661     174
860      85
1499    229
831      47
48      255
854     129
1240    148
577     181
1517    149
1565    255
1519    255
1395    104
165      72
1024    175
1420    204
1114     82
1295    255
679     155
       ... 
1052    247
1016    255
1696    163
1337     63
282     138
1702    112
464      46
963     168
1596    222
1287     93
1599    195
1265    242
1534     59
118     191
276      40
472     149
768      91
632     136
1257    255
480      18
570     189
312      12
1491    189
1670    104
413     212
1273     58
600     176
869     255
1453    173
1449    241
Name: 174, dtype: int64 0.000708
371) 504      98
815      74
296     223
348      34
261     108
811     255
192     255
11        0
658     147
1591    255
285      50
788     255
661     232
860       0
1499     51
831     188
48      230
854     255
1240     88
577      94
1517     14
1565      2
1519    255
1395    215
165     104
1024    222
1420    238
1114    103
1295    255
679      89
       ... 
1052     11
1016     42
1696    210
1337    111
282      21
1702    108
464      80
963      12
1596    224
1287    196
1599    209
1265    172
1534    221
118     255
276     133
472      50
768      69
632      24
1257    255
480      75
570     188
312     255
1491    142
1670    251
413     128
1273    255
600     254
869     255
1453    171
1449     41
Name: 497, dtype: int64 0.000708
372) 504     150
815     111
296      99
348     146
261     160
811      31
192     154
11       98
658      95
1591     50
285      60
788      62
661     161
860     129
1499    144
831      60
48       96
854     106
1240    217
577      49
1517    155
1565    255
1519     20
1395    150
165     204
1024     94
1420     80
1114    184
1295     42
679      13
       ... 
1052    223
1016    214
1696     19
1337    108
282     151
1702    230
464      52
963     199
1596     72
1287     94
1599     30
1265     19
1534    108
118      12
276      17
472     130
768      69
632     157
1257    129
480     202
570      26
312     140
1491     82
1670    108
413      48
1273     84
600      55
869      19
1453     43
1449     10
Name: 2037, dtype: int64 0.000708
373) 504      91
815     167
296     188
348     105
261      94
811     138
192      46
11      255
658     216
1591     21
285     179
788      74
661     116
860     113
1499     79
831     155
48      228
854     129
1240    106
577     164
1517     79
1565     68
1519    255
1395     28
165      80
1024    147
1420    217
1114     80
1295     29
679     134
       ... 
1052    153
1016     52
1696     13
1337    117
282      38
1702    215
464      73
963     159
1596    204
1287    147
1599     60
1265    220
1534    182
118     153
276     123
472      70
768     171
632     157
1257    255
480     159
570     181
312      96
1491     48
1670     87
413     171
1273     53
600     129
869     122
1453     59
1449    133
Name: 484, dtype: int64 0.000705
374) 504      72
815      74
296      41
348     190
261     220
811      83
192      96
11      180
658      69
1591     40
285     110
788      18
661     115
860     211
1499    209
831     152
48      157
854     106
1240    163
577     216
1517     97
1565    209
1519    255
1395    185
165     149
1024     52
1420     81
1114    247
1295     86
679      66
       ... 
1052     96
1016    255
1696    255
1337    115
282     185
1702    173
464     145
963     169
1596     55
1287     13
1599     20
1265     14
1534    134
118      22
276     222
472     126
768      16
632     206
1257    182
480     140
570      52
312     154
1491     18
1670    185
413      32
1273    186
600      51
869     255
1453     36
1449    240
Name: 2333, dtype: int64 0.000702
375) 504      41
815     195
296      49
348     211
261     215
811      69
192      97
11      203
658     102
1591     20
285      92
788      25
661     204
860     210
1499    125
831     174
48       34
854     151
1240     28
577     210
1517    169
1565    255
1519    255
1395    190
165     168
1024    106
1420     94
1114    234
1295    255
679      40
       ... 
1052     49
1016    100
1696     76
1337    115
282     167
1702    142
464     157
963     160
1596     52
1287    157
1599     18
1265     13
1534    110
118      49
276     220
472     131
768      15
632     211
1257    208
480     134
570      50
312     125
1491    145
1670    176
413      45
1273     97
600      47
869     255
1453    106
1449    248
Name: 2325, dtype: int64 0.000702
376) 504      93
815     203
296     182
348     127
261      96
811     139
192      32
11      119
658     111
1591     62
285     214
788     142
661     123
860      57
1499    247
831     201
48      223
854     134
1240    157
577     184
1517    116
1565    118
1519     39
1395    143
165     107
1024     37
1420    110
1114    244
1295    251
679     124
       ... 
1052    148
1016     52
1696     31
1337     94
282      37
1702    207
464     115
963     169
1596    119
1287    227
1599     57
1265    234
1534     72
118     160
276      81
472      54
768     104
632     157
1257    229
480      55
570     179
312      47
1491     81
1670     11
413     179
1273    134
600     143
869      12
1453     62
1449    160
Name: 577, dtype: int64 0.000698
377) 504      78
815     255
296     255
348      23
261     255
811     255
192     255
11        0
658     252
1591    255
285     231
788     255
661     255
860       0
1499    212
831     171
48        0
854     255
1240    207
577     255
1517    231
1565      0
1519    255
1395    255
165     255
1024    222
1420    100
1114    129
1295    255
679     255
       ... 
1052     13
1016    255
1696    255
1337     38
282     255
1702    108
464     255
963      55
1596    224
1287    207
1599    255
1265    199
1534     63
118     255
276     177
472      75
768     255
632      23
1257    255
480     255
570     255
312     255
1491    152
1670    213
413     255
1273    255
600     255
869     255
1453    255
1449    144
Name: 0, dtype: int64 0.000697
378) 504     169
815     200
296      82
348     173
261     167
811       7
192      80
11      100
658     104
1591     30
285      87
788      72
661     222
860     188
1499    205
831     101
48      163
854     164
1240     34
577       7
1517    233
1565    177
1519    255
1395    148
165     204
1024     64
1420     32
1114    170
1295    125
679      10
       ... 
1052     85
1016    158
1696     25
1337    113
282      50
1702    233
464     187
963      19
1596     62
1287    107
1599     15
1265     51
1534    238
118      10
276       4
472     150
768      23
632     184
1257     21
480      23
570      51
312     153
1491    139
1670     65
413      45
1273    114
600      54
869     158
1453    139
1449     77
Name: 2027, dtype: int64 0.000696
379) 504     185
815     226
296     156
348     170
261     177
811     190
192     161
11       97
658      21
1591     45
285     207
788     136
661      38
860     161
1499     35
831     172
48      172
854       6
1240     75
577     167
1517    119
1565     23
1519     18
1395     49
165      73
1024     76
1420    110
1114    255
1295    102
679     188
       ... 
1052     68
1016    255
1696    117
1337    201
282     114
1702    239
464     178
963     173
1596     89
1287     86
1599     55
1265    240
1534     91
118     123
276     148
472     223
768     152
632     215
1257    150
480      54
570     142
312     184
1491    226
1670     92
413     151
1273     94
600     139
869     183
1453    147
1449    181
Name: 1122, dtype: int64 0.000695
380) 504     216
815     255
296     242
348      68
261     255
811     255
192     255
11        0
658     219
1591    238
285     119
788     255
661     255
860       0
1499    197
831      63
48      216
854     255
1240     43
577     208
1517    101
1565    172
1519    255
1395    255
165     255
1024    222
1420     48
1114     14
1295    141
679     255
       ... 
1052     93
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963      58
1596    131
1287    247
1599    255
1265     23
1534    179
118     255
276      99
472     197
768     238
632      74
1257    254
480      18
570     255
312     255
1491     87
1670    150
413     255
1273    254
600     255
869     255
1453     12
1449    132
Name: 1751, dtype: int64 0.000691
381) 504     232
815      79
296     228
348      35
261     233
811     255
192     255
11        0
658     181
1591    255
285      36
788      87
661     219
860       0
1499    124
831     100
48        0
854     255
1240     98
577      96
1517     34
1565      0
1519    255
1395    255
165      56
1024    222
1420    199
1114    109
1295    255
679      86
       ... 
1052     47
1016    255
1696    255
1337     44
282      76
1702    108
464     191
963     203
1596    218
1287    190
1599    255
1265    142
1534    113
118     255
276      16
472     163
768     163
632      19
1257    255
480     114
570     111
312     255
1491    129
1670    229
413     172
1273    255
600     141
869     255
1453    247
1449    227
Name: 46, dtype: int64 0.000688
382) 504      33
815     111
296      35
348     205
261     224
811      55
192     104
11      153
658      81
1591     34
285     211
788      18
661     179
860     200
1499    240
831     180
48      164
854     132
1240    169
577     210
1517    215
1565    255
1519    255
1395     95
165     142
1024     40
1420     54
1114    216
1295    255
679      49
       ... 
1052     95
1016    205
1696    255
1337    118
282     169
1702    150
464     150
963     169
1596     55
1287     27
1599     25
1265      5
1534    157
118      32
276     213
472     140
768      18
632     228
1257    255
480     218
570      35
312     138
1491    106
1670    184
413      40
1273    115
600      54
869     255
1453     62
1449    244
Name: 2378, dtype: int64 0.000688
383) 504      92
815     156
296      12
348     136
261      15
811     164
192      91
11      103
658      80
1591     74
285     152
788     238
661     158
860      42
1499     48
831     233
48       79
854     158
1240     67
577     128
1517    238
1565    100
1519     22
1395    133
165     189
1024     37
1420     89
1114    242
1295     15
679     128
       ... 
1052    109
1016     45
1696     32
1337    198
282      60
1702    213
464      15
963     209
1596     67
1287    124
1599     54
1265    162
1534    181
118      38
276     148
472     182
768     150
632     236
1257    255
480     153
570     149
312      58
1491    230
1670     94
413     134
1273    154
600     125
869      65
1453    101
1449     62
Name: 1065, dtype: int64 0.000687
384) 504      56
815     181
296      44
348     200
261     220
811      86
192     103
11      130
658      67
1591     40
285     107
788      20
661      92
860     201
1499    194
831     121
48      140
854     106
1240    170
577     215
1517    118
1565    185
1519    255
1395    188
165     153
1024    141
1420     77
1114    190
1295     58
679      60
       ... 
1052    254
1016    255
1696    255
1337    115
282     198
1702    205
464     196
963     213
1596     63
1287     52
1599     20
1265     13
1534    140
118      85
276     232
472     115
768      17
632     206
1257    177
480     149
570      45
312     142
1491     38
1670    181
413      25
1273    216
600      54
869     255
1453     60
1449    240
Name: 2335, dtype: int64 0.000686
385) 504      61
815      78
296      27
348     174
261     205
811      48
192      74
11        0
658     182
1591    255
285     129
788     102
661      65
860       0
1499    166
831      95
48      251
854     150
1240    107
577      24
1517    121
1565    220
1519    255
1395    173
165     182
1024    222
1420     44
1114     73
1295    255
679     103
       ... 
1052    146
1016     54
1696    255
1337    114
282     198
1702    139
464     141
963      48
1596     57
1287     52
1599     40
1265     25
1534     37
118      59
276     229
472      91
768     116
632     120
1257    163
480       6
570      28
312     105
1491     18
1670     18
413      27
1273    255
600      60
869      61
1453     29
1449    220
Name: 2257, dtype: int64 0.000684
386) 504     169
815     129
296      68
348     140
261     172
811      58
192      89
11       82
658      86
1591     38
285      67
788      48
661     180
860      37
1499    156
831      48
48       81
854     147
1240     79
577      93
1517     85
1565    255
1519    241
1395    165
165     214
1024     75
1420     88
1114    190
1295     23
679      24
       ... 
1052    227
1016    255
1696     48
1337     51
282     157
1702    200
464     155
963     152
1596     63
1287     83
1599     30
1265     13
1534    132
118      50
276      24
472      78
768      34
632     206
1257    123
480     191
570      64
312     152
1491     58
1670    107
413      15
1273     99
600      45
869     204
1453     37
1449    231
Name: 2135, dtype: int64 0.000684
387) 504     140
815      40
296      46
348     219
261     224
811      56
192      87
11        0
658     162
1591    255
285     141
788      20
661     185
860     218
1499    136
831     160
48       80
854     185
1240    142
577      18
1517    131
1565    175
1519    255
1395    255
165     138
1024    222
1420     44
1114    160
1295    255
679     108
       ... 
1052    180
1016    168
1696    255
1337     80
282     196
1702    168
464      92
963      44
1596     46
1287     29
1599    108
1265     29
1534    249
118      76
276     227
472     134
768      17
632     197
1257     66
480     219
570      48
312     113
1491     23
1670    182
413      72
1273    255
600      41
869     255
1453     45
1449    249
Name: 2412, dtype: int64 0.000679
388) 504      28
815     164
296     122
348     144
261      28
811     116
192      28
11      110
658     111
1591    184
285     166
788     143
661     100
860     161
1499     17
831     110
48      107
854     176
1240    169
577     139
1517    192
1565    126
1519     30
1395    143
165     170
1024     73
1420     93
1114    158
1295     38
679      35
       ... 
1052     75
1016     18
1696     82
1337    215
282      68
1702    138
464     142
963     158
1596     91
1287    169
1599    163
1265    176
1534    205
118     101
276     179
472     222
768     157
632     206
1257    200
480     144
570     142
312     163
1491    212
1670     10
413     180
1273     65
600     121
869     255
1453    133
1449     20
Name: 916, dtype: int64 0.000674
389) 504      82
815     179
296     194
348     119
261      76
811     142
192     116
11      255
658     212
1591     72
285     190
788      63
661      99
860      70
1499     54
831     191
48      230
854     109
1240    133
577     160
1517     55
1565    103
1519    255
1395     22
165      90
1024    170
1420     70
1114     67
1295     81
679     131
       ... 
1052    170
1016     71
1696      9
1337    117
282      43
1702    197
464      94
963     218
1596    205
1287    145
1599     72
1265    220
1534    166
118     156
276     128
472     101
768     213
632     157
1257    254
480     160
570     174
312      98
1491     43
1670     80
413     204
1273    137
600     135
869     131
1453     51
1449    139
Name: 483, dtype: int64 0.000674
390) 504      35
815      95
296     214
348      44
261      83
811     255
192     255
11        0
658     198
1591    133
285      45
788     255
661     233
860       0
1499     77
831     208
48       43
854     255
1240    108
577     100
1517     15
1565    204
1519    255
1395    255
165     117
1024    222
1420    247
1114    161
1295    255
679     115
       ... 
1052     51
1016    147
1696     71
1337     61
282     126
1702    108
464      80
963     160
1596    221
1287    190
1599    131
1265    171
1534     67
118     255
276     131
472     138
768     103
632      27
1257    255
480      67
570     189
312     255
1491    130
1670    124
413     110
1273    221
600     255
869     255
1453    132
1449     35
Name: 697, dtype: int64 0.000669
391) 504     159
815      98
296      42
348     205
261     197
811      22
192      74
11      183
658     187
1591    255
285      83
788      37
661     214
860     196
1499    134
831     165
48       35
854     186
1240    237
577      63
1517    219
1565     13
1519    255
1395    151
165     231
1024    155
1420     43
1114    170
1295    125
679      24
       ... 
1052     36
1016    122
1696    255
1337     65
282     145
1702    204
464     197
963     140
1596     79
1287     71
1599     19
1265    231
1534     81
118      81
276     118
472     173
768      28
632     229
1257    165
480     191
570      63
312      11
1491    121
1670     59
413      26
1273    108
600      43
869     255
1453     52
1449     91
Name: 2070, dtype: int64 0.000668
392) 504      64
815     203
296     149
348     215
261     219
811     198
192     147
11      171
658      58
1591     61
285     180
788     113
661     148
860      95
1499     28
831     158
48      232
854     163
1240     47
577     172
1517    113
1565     53
1519     20
1395    100
165     184
1024     94
1420    104
1114     51
1295     34
679     181
       ... 
1052    242
1016    253
1696     76
1337    133
282     114
1702    176
464     124
963     166
1596     54
1287    114
1599    115
1265    174
1534     59
118     172
276     145
472     215
768     183
632     183
1257    255
480     161
570     148
312     165
1491    226
1670     31
413     197
1273    141
600     121
869     255
1453    228
1449    113
Name: 981, dtype: int64 0.000667
393) 504     154
815     124
296     222
348      90
261     225
811     157
192     161
11        0
658     151
1591    182
285      94
788     126
661     204
860       1
1499     73
831     242
48       70
854      55
1240     42
577     116
1517     98
1565    255
1519    255
1395     77
165      62
1024    222
1420    203
1114     44
1295    255
679     115
       ... 
1052    116
1016    255
1696    209
1337     63
282      98
1702    108
464     225
963     169
1596     95
1287    170
1599    154
1265    160
1534    136
118     146
276      41
472      12
768      92
632      72
1257    255
480     144
570     155
312      40
1491    170
1670    246
413     198
1273    255
600     141
869     175
1453    225
1449    211
Name: 190, dtype: int64 0.000667
394) 504       1
815      23
296      62
348      10
261     136
811     103
192      74
11       67
658       5
1591    255
285       1
788     193
661      19
860     179
1499    155
831     197
48      154
854      10
1240     38
577       6
1517    178
1565     93
1519     34
1395     56
165      17
1024     94
1420     57
1114     95
1295     18
679     211
       ... 
1052    196
1016     63
1696    109
1337    232
282      52
1702    193
464      61
963     223
1596     37
1287    137
1599     24
1265    137
1534      6
118      86
276      63
472     245
768     237
632      11
1257    141
480     209
570     193
312      84
1491    176
1670    100
413     231
1273     64
600     204
869     255
1453    209
1449     89
Name: 1527, dtype: int64 0.000666
395) 504     167
815     159
296      74
348     190
261     127
811      17
192      65
11      108
658     100
1591    239
285     123
788      21
661     217
860      34
1499    134
831      83
48      187
854     196
1240    195
577      31
1517    143
1565    160
1519    255
1395    151
165      59
1024     59
1420     37
1114     85
1295     51
679       9
       ... 
1052     48
1016     63
1696    110
1337    114
282      79
1702    238
464      91
963      34
1596     30
1287     69
1599     29
1265    109
1534    189
118      94
276      86
472      54
768       1
632     206
1257     25
480     110
570      34
312      37
1491    158
1670     30
413      44
1273    144
600      26
869     255
1453    122
1449    127
Name: 1972, dtype: int64 0.000660
396) 504     177
815     167
296      49
348     166
261     185
811      59
192      82
11       42
658     103
1591     95
285     127
788     144
661     206
860      35
1499    197
831     133
48       30
854     187
1240    114
577      30
1517     33
1565     71
1519     82
1395     20
165      33
1024     50
1420     19
1114    232
1295    149
679      37
       ... 
1052     29
1016     16
1696    255
1337    232
282     105
1702    236
464      11
963     165
1596    111
1287    177
1599    255
1265     79
1534    101
118      22
276     123
472      67
768      54
632     217
1257    254
480     182
570      83
312      53
1491    119
1670     11
413      58
1273    130
600     168
869     255
1453    124
1449    117
Name: 1716, dtype: int64 0.000659
397) 504     141
815      20
296     124
348     229
261      73
811     106
192     150
11       70
658      42
1591     23
285     110
788     124
661     133
860      76
1499     59
831     201
48      143
854      62
1240    102
577      75
1517     50
1565    255
1519    255
1395    161
165     209
1024     24
1420    212
1114    174
1295    124
679      15
       ... 
1052    164
1016     56
1696    240
1337    232
282     133
1702    108
464      68
963     128
1596    187
1287     46
1599     98
1265     76
1534    158
118     179
276     193
472     110
768     158
632      61
1257     19
480     127
570      84
312     212
1491    129
1670    213
413      92
1273     76
600     171
869      76
1453     90
1449     31
Name: 1544, dtype: int64 0.000656
398) 504     106
815      78
296      33
348     205
261     180
811      37
192      89
11        4
658     153
1591    255
285     103
788     107
661     184
860      84
1499    151
831      46
48      155
854     185
1240     15
577     140
1517    121
1565     46
1519    255
1395    161
165     197
1024     20
1420     90
1114    100
1295    175
679      65
       ... 
1052    144
1016     32
1696    255
1337     55
282     172
1702    123
464     210
963      26
1596     41
1287     77
1599     37
1265     21
1534     59
118      78
276     238
472     117
768     157
632     232
1257     57
480     201
570      49
312     109
1491     71
1670     77
413      42
1273    182
600      56
869     255
1453     80
1449    221
Name: 2163, dtype: int64 0.000656
399) 504     167
815      63
296      32
348     218
261     176
811      53
192      83
11       21
658      89
1591    255
285     165
788      17
661     192
860     153
1499    103
831     183
48       88
854     165
1240    141
577     195
1517    109
1565    255
1519    255
1395    255
165     132
1024    221
1420     48
1114    209
1295    255
679     128
       ... 
1052     98
1016    251
1696    255
1337     34
282     147
1702    153
464      83
963     133
1596    216
1287    119
1599    107
1265     28
1534    149
118      66
276     211
472     162
768      19
632     227
1257    183
480     208
570      23
312     209
1491    117
1670    196
413      59
1273    255
600      64
869     255
1453     32
1449    208
Name: 2472, dtype: int64 0.000656
400) 504     126
815      78
296      26
348     207
261     190
811      28
192      88
11      145
658     178
1591    255
285      81
788      60
661     197
860      56
1499    150
831     155
48      184
854     194
1240    108
577      55
1517    174
1565     78
1519    255
1395    151
165     219
1024     52
1420     79
1114    138
1295    125
679      27
       ... 
1052    143
1016     98
1696    255
1337    111
282     138
1702    189
464     161
963     132
1596     77
1287    117
1599     21
1265     41
1534     41
118      67
276     222
472     167
768      59
632     227
1257     61
480     169
570      46
312     109
1491     95
1670     62
413      32
1273    125
600      49
869     255
1453     54
1449    159
Name: 2065, dtype: int64 0.000651
401) 504      69
815     221
296     149
348     163
261      53
811     175
192      63
11       74
658      48
1591     82
285     210
788     130
661     213
860     248
1499     27
831     131
48      160
854       5
1240     45
577     147
1517    154
1565     22
1519     19
1395    120
165     147
1024     32
1420    101
1114    253
1295     23
679     187
       ... 
1052    134
1016    255
1696    160
1337    198
282      82
1702    228
464     156
963     167
1596     89
1287     47
1599     48
1265    247
1534     51
118     113
276     130
472     220
768     123
632     195
1257     67
480      51
570     156
312     180
1491    228
1670    103
413     164
1273     89
600     134
869     112
1453    162
1449    180
Name: 1072, dtype: int64 0.000651
402) 504     112
815     110
296      29
348     121
261     194
811     255
192     255
11      255
658     205
1591     62
285      56
788     181
661      43
860      56
1499     96
831     208
48      172
854      70
1240     30
577      60
1517    245
1565    213
1519    255
1395    191
165     232
1024     75
1420    200
1114    196
1295    255
679     171
       ... 
1052     80
1016    255
1696    255
1337    232
282     240
1702    108
464     156
963     178
1596    147
1287    215
1599    146
1265    100
1534    183
118     255
276     134
472      77
768     180
632     115
1257     47
480      20
570      80
312     255
1491     42
1670    192
413      60
1273    107
600      15
869      37
1453     18
1449     47
Name: 1604, dtype: int64 0.000651
403) 504     253
815     224
296     230
348     185
261      72
811     119
192     191
11       91
658      32
1591    151
285     212
788     217
661      26
860     208
1499     53
831     136
48       50
854      21
1240     21
577     163
1517    220
1565     24
1519     44
1395     38
165      45
1024     52
1420     77
1114    253
1295    130
679      84
       ... 
1052    106
1016    253
1696    136
1337    232
282     193
1702    229
464      53
963     152
1596     74
1287     51
1599     79
1265    215
1534    120
118     148
276     158
472     209
768     135
632     180
1257    246
480      73
570     153
312     191
1491    241
1670    167
413     154
1273    103
600     110
869     151
1453     75
1449    166
Name: 1221, dtype: int64 0.000651
404) 504     147
815     203
296      66
348       8
261     162
811     156
192      23
11      112
658       8
1591    255
285      76
788     187
661      92
860      67
1499    197
831      20
48      158
854       2
1240    215
577      78
1517    188
1565     71
1519     31
1395     49
165       4
1024     43
1420     75
1114    145
1295    155
679     153
       ... 
1052    211
1016    149
1696     20
1337    232
282      83
1702    117
464      60
963      24
1596    169
1287     92
1599    161
1265     82
1534     61
118      31
276      33
472      62
768     216
632      41
1257    234
480     233
570     182
312      79
1491    125
1670     39
413     229
1273     63
600     198
869     255
1453    204
1449     47
Name: 1680, dtype: int64 0.000649
405) 504     177
815      23
296      60
348     116
261     155
811      23
192       7
11       55
658      89
1591    255
285      89
788     152
661     188
860     209
1499    164
831     113
48      184
854     193
1240     21
577      26
1517    104
1565     30
1519     83
1395     55
165      14
1024     67
1420     51
1114     80
1295    149
679      10
       ... 
1052     56
1016    252
1696    255
1337    232
282      35
1702    197
464     200
963     194
1596     94
1287    171
1599    255
1265     88
1534     39
118      27
276      59
472     166
768     124
632     223
1257     38
480     158
570       6
312      46
1491    226
1670     22
413      43
1273    120
600      19
869     255
1453    140
1449    120
Name: 1769, dtype: int64 0.000645
406) 504       3
815     255
296     255
348      37
261     255
811     255
192     255
11      150
658     247
1591    255
285     115
788     255
661     255
860      98
1499    221
831      69
48        0
854     255
1240    222
577     255
1517     70
1565    255
1519    255
1395    255
165     255
1024    196
1420    140
1114    234
1295    255
679     255
       ... 
1052     89
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     159
1596    181
1287    159
1599    167
1265    127
1534    113
118     255
276     153
472     193
768     255
632      48
1257    226
480     255
570     255
312     255
1491    138
1670    182
413     255
1273    218
600     255
869     255
1453    235
1449    124
Name: 900, dtype: int64 0.000642
407) 504     104
815     143
296     194
348      99
261      73
811     123
192      71
11      236
658     197
1591     77
285     123
788     119
661      96
860      57
1499     54
831     181
48      138
854     106
1240     82
577     131
1517     51
1565     49
1519    255
1395     14
165     110
1024    151
1420    229
1114     52
1295    135
679     110
       ... 
1052     41
1016     43
1696     40
1337     42
282      27
1702    119
464      34
963     134
1596    123
1287     58
1599    109
1265    209
1534    142
118     153
276      88
472     109
768     191
632     107
1257    255
480     163
570     155
312      88
1491    185
1670    159
413     153
1273     86
600     122
869      28
1453     89
1449     13
Name: 539, dtype: int64 0.000641
408) 504      31
815     143
296     126
348     201
261      37
811     124
192       9
11      106
658     139
1591    255
285     164
788     150
661      98
860      35
1499     19
831     204
48       42
854     153
1240    185
577     138
1517    218
1565     84
1519     28
1395    158
165     147
1024     34
1420    124
1114    247
1295     39
679      74
       ... 
1052     52
1016     36
1696     56
1337     58
282      91
1702    197
464      83
963     165
1596    182
1287    167
1599     74
1265    178
1534    192
118      34
276     150
472     170
768     106
632     202
1257    157
480     139
570     142
312     146
1491    211
1670     19
413     169
1273     92
600     144
869     255
1453    130
1449     81
Name: 764, dtype: int64 0.000638
409) 504     156
815     185
296     201
348     132
261     124
811     173
192     128
11      255
658     199
1591    255
285     235
788     115
661     176
860      46
1499    247
831      71
48      253
854     129
1240    103
577     167
1517    145
1565    255
1519    254
1395    106
165      77
1024     93
1420    182
1114     86
1295    255
679     146
       ... 
1052    208
1016    255
1696     35
1337    111
282     117
1702    107
464      52
963     169
1596    239
1287     81
1599     55
1265    243
1534     66
118     192
276      75
472     147
768      70
632     157
1257    255
480      56
570     178
312      72
1491    173
1670    114
413     208
1273     54
600     171
869     255
1453     51
1449    159
Name: 273, dtype: int64 0.000636
410) 504     126
815     157
296     173
348     140
261      93
811     165
192     131
11      118
658     236
1591    255
285     215
788     115
661     148
860     113
1499    149
831     186
48       77
854     132
1240    157
577     158
1517    176
1565    255
1519     25
1395     46
165      82
1024    107
1420     31
1114    130
1295    255
679     139
       ... 
1052    196
1016    102
1696    255
1337    207
282     213
1702    101
464      77
963     152
1596    177
1287    216
1599    145
1265    229
1534    235
118     198
276     110
472     228
768     138
632     164
1257     65
480     164
570     181
312     103
1491    203
1670     76
413     192
1273    110
600     189
869     255
1453     50
1449    212
Name: 317, dtype: int64 0.000636
411) 504      87
815     120
296     213
348      77
261      72
811     131
192     135
11        0
658     148
1591     99
285      23
788      48
661     172
860      10
1499     79
831     244
48       55
854     106
1240     69
577     115
1517     47
1565     60
1519    255
1395     70
165      95
1024    216
1420    215
1114     96
1295    255
679     105
       ... 
1052     34
1016    232
1696     17
1337    178
282      25
1702    108
464     195
963     191
1596     77
1287     59
1599    148
1265    189
1534    192
118     159
276      53
472     193
768     207
632      71
1257    255
480     151
570     130
312      60
1491    148
1670    197
413     155
1273    174
600     110
869      98
1453     51
1449    136
Name: 391, dtype: int64 0.000634
412) 504     149
815      69
296     247
348      28
261      84
811     255
192     255
11        0
658     159
1591    255
285      25
788     255
661     197
860       0
1499     23
831     233
48        0
854     255
1240     67
577     186
1517     12
1565      0
1519    255
1395    255
165      61
1024    222
1420    213
1114    108
1295    255
679     241
       ... 
1052     28
1016    255
1696    255
1337    110
282     156
1702    108
464     208
963     165
1596     47
1287    244
1599    255
1265    163
1534    142
118     255
276      25
472     153
768      44
632      16
1257    255
480     100
570     255
312     255
1491     55
1670    232
413     141
1273    255
600     255
869     255
1453    244
1449    243
Name: 248, dtype: int64 0.000634
413) 504     146
815      81
296      62
348     189
261     166
811      77
192     108
11      104
658     115
1591     58
285     131
788      50
661      98
860      95
1499     77
831      33
48        0
854      66
1240      8
577     195
1517    104
1565     40
1519     41
1395    186
165      40
1024    166
1420     80
1114    162
1295     39
679      32
       ... 
1052    236
1016    255
1696    177
1337    125
282     158
1702    136
464     190
963     175
1596     28
1287     67
1599     26
1265     51
1534    153
118      75
276     231
472      64
768      32
632     105
1257    149
480     201
570      53
312     158
1491     52
1670    123
413       7
1273    253
600      81
869     255
1453     29
1449    244
Name: 2190, dtype: int64 0.000633
414) 504      85
815      18
296     100
348     175
261     140
811      10
192     126
11       50
658      10
1591     70
285      50
788      73
661      14
860      62
1499    244
831     219
48       87
854     119
1240     80
577      37
1517     31
1565    128
1519    255
1395    102
165      52
1024    116
1420    163
1114     81
1295    255
679     165
       ... 
1052    121
1016    215
1696    255
1337    232
282      58
1702    100
464      66
963     197
1596     54
1287    138
1599    174
1265    104
1534     78
118     132
276      59
472     244
768      91
632     214
1257     82
480     109
570     133
312     116
1491    236
1670     64
413      64
1273    105
600     168
869       9
1453    187
1449     50
Name: 1460, dtype: int64 0.000632
415) 504      58
815     144
296     176
348     237
261      47
811     114
192      41
11      255
658     187
1591     31
285      58
788     180
661     133
860     196
1499     33
831      41
48      191
854     132
1240    130
577     119
1517     51
1565     44
1519    255
1395     89
165     123
1024     85
1420    249
1114     65
1295     22
679     153
       ... 
1052    169
1016    148
1696     63
1337     92
282      47
1702    230
464      65
963     184
1596    143
1287    215
1599     89
1265    201
1534    122
118     135
276      83
472      88
768     132
632     111
1257     58
480     148
570     132
312     112
1491    156
1670    177
413     151
1273     99
600      95
869      23
1453    157
1449     11
Name: 689, dtype: int64 0.000632
416) 504     172
815      12
296      64
348       6
261     201
811       8
192      55
11       78
658      44
1591    190
285      63
788      72
661      12
860     230
1499    191
831      33
48      159
854       9
1240    113
577     225
1517    121
1565     67
1519     34
1395     26
165       9
1024     72
1420     78
1114    116
1295     86
679     114
       ... 
1052    217
1016    118
1696    255
1337    232
282      89
1702    180
464     172
963     109
1596    121
1287    155
1599     33
1265    222
1534     44
118      49
276      23
472       6
768       7
632       2
1257    122
480     175
570     199
312      96
1491    193
1670     14
413       1
1273     80
600       7
869     255
1453    172
1449     92
Name: 1725, dtype: int64 0.000631
417) 504     240
815     235
296     235
348     223
261      81
811     105
192     141
11       83
658      10
1591    181
285     244
788     201
661       3
860     149
1499     80
831     112
48      164
854       9
1240    104
577     235
1517    191
1565    123
1519     34
1395     13
165      41
1024     92
1420    112
1114    128
1295     61
679     179
       ... 
1052    168
1016    255
1696    255
1337    232
282     114
1702    251
464     158
963     199
1596     67
1287     47
1599     72
1265    139
1534     20
118      95
276     215
472     247
768     229
632       0
1257     47
480     245
570     214
312     194
1491    250
1670    110
413     240
1273      9
600     181
869      51
1453    154
1449    190
Name: 1324, dtype: int64 0.000630
418) 504     133
815      39
296      85
348     131
261     211
811      71
192     152
11      251
658     194
1591    172
285      75
788     143
661      50
860     128
1499     51
831     161
48      140
854      84
1240     59
577      62
1517    200
1565    165
1519     91
1395     21
165     235
1024     52
1420     41
1114     71
1295    142
679      65
       ... 
1052    116
1016    255
1696    255
1337    232
282     202
1702    108
464     199
963     140
1596    116
1287    226
1599    160
1265     61
1534    156
118     162
276      56
472     184
768     201
632     114
1257    126
480      16
570      79
312     228
1491     26
1670     99
413      60
1273     74
600      20
869      72
1453     40
1449     46
Name: 1705, dtype: int64 0.000630
419) 504     161
815     140
296      88
348      17
261      15
811      49
192     106
11       40
658      21
1591     64
285     244
788      65
661      20
860      38
1499    169
831     196
48      147
854     110
1240    155
577     210
1517    184
1565     77
1519     59
1395     93
165       3
1024     61
1420    124
1114    188
1295    252
679     197
       ... 
1052    192
1016     33
1696    255
1337    232
282     114
1702    118
464     189
963     207
1596     60
1287     65
1599    255
1265     97
1534     93
118      56
276      73
472     222
768     231
632      18
1257     47
480     165
570     206
312      69
1491    246
1670     62
413     223
1273    115
600     215
869     233
1453    117
1449    112
Name: 1515, dtype: int64 0.000629
420) 504     179
815     132
296      37
348       7
261     190
811       2
192      39
11      130
658      84
1591    250
285     109
788      84
661     213
860     222
1499    186
831     108
48      158
854     179
1240      8
577      86
1517    160
1565     19
1519     83
1395     32
165      14
1024     81
1420     55
1114    130
1295    150
679      12
       ... 
1052     94
1016    255
1696    255
1337    232
282     100
1702    185
464     154
963     164
1596     87
1287     51
1599    255
1265     88
1534     36
118      22
276      40
472      70
768     111
632     185
1257    227
480     196
570      19
312      59
1491    203
1670      4
413      49
1273    122
600     164
869     255
1453    156
1449     96
Name: 1720, dtype: int64 0.000627
421) 504      13
815       8
296     255
348      32
261      71
811     255
192     255
11      137
658     103
1591    103
285      59
788     255
661      52
860       1
1499     81
831     189
48      131
854     255
1240    103
577     255
1517      4
1565    255
1519    255
1395    255
165     189
1024    215
1420    253
1114     92
1295    255
679     255
       ... 
1052     26
1016    255
1696    255
1337     47
282     248
1702    108
464      73
963     196
1596    176
1287    236
1599    236
1265    125
1534     20
118     255
276     136
472      91
768     250
632      22
1257    194
480     103
570     255
312     255
1491     45
1670    239
413      97
1273    213
600     255
869     255
1453    152
1449     44
Name: 1049, dtype: int64 0.000625
422) 504     188
815      80
296     130
348     233
261      79
811     105
192     157
11       75
658      40
1591     93
285      75
788      77
661     122
860      76
1499     73
831     202
48      148
854      64
1240     56
577      82
1517     54
1565    255
1519    255
1395    183
165     224
1024    142
1420    225
1114     24
1295    158
679      41
       ... 
1052    154
1016    170
1696    141
1337    232
282     144
1702    108
464      88
963     143
1596    185
1287     24
1599    154
1265     89
1534     72
118     163
276     192
472      79
768      85
632      57
1257      8
480     115
570      84
312     208
1491    227
1670    209
413     100
1273     59
600     184
869      41
1453     97
1449     22
Name: 1444, dtype: int64 0.000624
423) 504      43
815     197
296     160
348     145
261      65
811     184
192      21
11       62
658     114
1591     63
285     213
788     103
661     207
860     112
1499     12
831     195
48      140
854     157
1240    176
577     184
1517    175
1565     81
1519     48
1395    130
165     152
1024     20
1420    133
1114    234
1295     12
679     178
       ... 
1052    110
1016    100
1696     38
1337     49
282      61
1702    160
464     138
963     113
1596     31
1287     50
1599     72
1265    233
1534     95
118     120
276     120
472     170
768      88
632     197
1257    119
480      71
570     157
312       7
1491    200
1670     41
413     171
1273    157
600     155
869     231
1453    148
1449     82
Name: 821, dtype: int64 0.000623
424) 504     227
815     176
296     219
348     113
261     234
811     177
192     170
11       22
658     204
1591    255
285     235
788     130
661     171
860      70
1499    217
831     202
48      213
854     106
1240    154
577     170
1517    156
1565    255
1519    255
1395    255
165      67
1024    185
1420    185
1114     93
1295    255
679     152
       ... 
1052    210
1016    255
1696    151
1337     50
282      23
1702    108
464     144
963     210
1596    238
1287    153
1599    255
1265    208
1534    139
118     185
276      31
472      68
768     211
632     174
1257    255
480      64
570     191
312      53
1491     49
1670    237
413     217
1273    204
600     191
869     255
1453    235
1449    186
Name: 27, dtype: int64 0.000623
425) 504     110
815     162
296     200
348      95
261      60
811     151
192     142
11       45
658     216
1591     59
285     187
788      99
661     116
860     186
1499    107
831     240
48      126
854      87
1240    127
577     160
1517    107
1565     72
1519    255
1395     93
165      87
1024    127
1420    211
1114     77
1295    255
679     135
       ... 
1052    150
1016    255
1696     57
1337    207
282      57
1702    108
464      38
963     211
1596    187
1287    216
1599     88
1265    208
1534    179
118     152
276      29
472     199
768     198
632     133
1257    255
480      97
570     160
312      69
1491    121
1670     81
413     196
1273     86
600     152
869     254
1453     41
1449    215
Name: 335, dtype: int64 0.000623
426) 504     180
815     207
296      91
348     188
261     181
811      70
192      81
11      175
658     107
1591    201
285      83
788     165
661     189
860      38
1499    164
831     125
48       93
854     187
1240     55
577     109
1517     45
1565    141
1519     69
1395     35
165     177
1024     63
1420     36
1114    210
1295    149
679      78
       ... 
1052     24
1016     12
1696    255
1337    232
282     148
1702    195
464     131
963     145
1596    126
1287     62
1599    255
1265     65
1534     83
118      71
276     170
472     154
768     196
632     227
1257    185
480     117
570      80
312      27
1491    132
1670     14
413      76
1273    133
600      10
869     255
1453    119
1449    115
Name: 1764, dtype: int64 0.000619
427) 504     212
815      72
296      50
348     134
261     131
811      71
192     121
11      255
658     200
1591     87
285      44
788     158
661      64
860      41
1499     34
831     215
48      132
854     131
1240    133
577      66
1517    100
1565    154
1519    255
1395    187
165     233
1024     53
1420    153
1114    123
1295    255
679      74
       ... 
1052     67
1016    255
1696    255
1337    232
282     174
1702    108
464     207
963     207
1596    121
1287    145
1599    123
1265    103
1534    234
118      97
276      74
472      88
768     154
632     155
1257    152
480      43
570      83
312     151
1491    158
1670    165
413      61
1273    121
600      41
869      68
1453    136
1449     27
Name: 1506, dtype: int64 0.000618
428) 504      42
815      94
296      20
348     221
261     229
811      65
192      78
11        8
658     115
1591    255
285     100
788      16
661     197
860     211
1499    110
831     189
48      147
854     175
1240     18
577      27
1517    235
1565    218
1519    255
1395    101
165     150
1024     18
1420     49
1114    218
1295    255
679      46
       ... 
1052    163
1016     36
1696    255
1337     88
282     171
1702    154
464     112
963     143
1596     58
1287    142
1599     24
1265     53
1534    245
118      81
276     213
472     175
768      18
632     227
1257     61
480     221
570      33
312     119
1491    129
1670    176
413      51
1273    179
600      45
869     255
1453     42
1449    219
Name: 2369, dtype: int64 0.000618
429) 504      56
815     208
296     158
348     165
261      38
811     192
192     160
11      160
658      66
1591     24
285     182
788     139
661     148
860     175
1499     12
831     185
48       59
854     184
1240    191
577     156
1517     71
1565     95
1519     31
1395    113
165     184
1024     98
1420    124
1114    203
1295    106
679     180
       ... 
1052     73
1016     81
1696     79
1337     52
282      90
1702    244
464     106
963     222
1596     43
1287    102
1599     31
1265    189
1534     43
118     137
276      73
472     226
768     155
632     183
1257     91
480      76
570     165
312     150
1491    202
1670     44
413     201
1273    119
600     128
869     179
1453    212
1449     80
Name: 878, dtype: int64 0.000618
430) 504     126
815     184
296     210
348     107
261     122
811     166
192     127
11      250
658     209
1591     83
285     216
788     140
661     171
860      39
1499    194
831     241
48      226
854     132
1240    149
577     179
1517    181
1565     89
1519    255
1395    115
165      74
1024     98
1420     88
1114     79
1295    255
679     146
       ... 
1052    192
1016    255
1696     61
1337    107
282     107
1702     91
464      39
963     169
1596    212
1287    153
1599    164
1265    217
1534    232
118     174
276      63
472      76
768     100
632     157
1257    255
480      79
570     187
312       7
1491     47
1670    140
413     202
1273     62
600     169
869     176
1453     21
1449    244
Name: 230, dtype: int64 0.000616
431) 504     251
815     160
296      15
348      91
261      21
811     154
192     193
11      165
658     199
1591     93
285     180
788     206
661     226
860      50
1499     79
831     160
48       58
854     184
1240     39
577     144
1517    195
1565     99
1519     47
1395    114
165      44
1024    200
1420     43
1114    103
1295     17
679     105
       ... 
1052     94
1016     25
1696    120
1337    232
282     220
1702    200
464      15
963     191
1596     89
1287     12
1599    120
1265    134
1534    167
118      22
276     137
472     207
768     124
632     253
1257    254
480     245
570     213
312      70
1491    243
1670    119
413     138
1273    134
600     126
869      76
1453     70
1449    109
Name: 1215, dtype: int64 0.000614
432) 504     148
815      41
296      99
348     184
261     185
811     255
192     255
11      213
658      61
1591     31
285     100
788      88
661      64
860      66
1499      0
831      96
48        0
854     255
1240    137
577      75
1517    227
1565      3
1519     92
1395    255
165     166
1024    222
1420    143
1114     74
1295     36
679      11
       ... 
1052    187
1016    255
1696     28
1337    105
282     154
1702    108
464     140
963     159
1596    141
1287    145
1599    155
1265     49
1534    182
118     255
276     146
472      86
768      32
632      42
1257    134
480     193
570      33
312     255
1491     11
1670    217
413      53
1273    255
600      55
869     255
1453      0
1449     33
Name: 2046, dtype: int64 0.000611
433) 504     212
815     234
296     170
348     190
261     175
811     118
192     176
11       76
658      24
1591    101
285     245
788     146
661      22
860     228
1499    113
831      20
48       55
854      18
1240     56
577     219
1517    101
1565     90
1519     32
1395     49
165      21
1024     96
1420     71
1114     78
1295    103
679     214
       ... 
1052    184
1016    146
1696     30
1337    232
282      12
1702    109
464     172
963      44
1596    161
1287    141
1599     94
1265    102
1534      2
118     118
276      65
472     232
768     226
632     252
1257     55
480     217
570     218
312      80
1491    135
1670     75
413     198
1273     83
600     223
869     255
1453    215
1449     64
Name: 1433, dtype: int64 0.000611
434) 504     157
815     201
296      76
348     172
261     160
811       3
192      72
11      128
658     105
1591     26
285     110
788      75
661     197
860     180
1499    193
831     100
48      154
854     163
1240     39
577      34
1517    237
1565    152
1519    255
1395    148
165     210
1024     65
1420     32
1114    174
1295    125
679      12
       ... 
1052     77
1016    208
1696     26
1337    113
282      27
1702    237
464     193
963      16
1596     40
1287     58
1599     22
1265     61
1534    157
118      19
276       6
472     150
768      22
632     169
1257    122
480     206
570      35
312     143
1491    143
1670     60
413      38
1273     65
600      42
869     249
1453    114
1449     79
Name: 2026, dtype: int64 0.000610
435) 504      12
815     138
296     130
348     210
261     121
811     232
192     255
11       91
658      61
1591     88
285      48
788      77
661     115
860     237
1499     68
831      71
48      229
854     123
1240    135
577      89
1517     31
1565    164
1519    255
1395     62
165     217
1024    170
1420    236
1114     85
1295    155
679      94
       ... 
1052      2
1016    255
1696    255
1337    191
282     112
1702    108
464      84
963     145
1596    199
1287    145
1599     93
1265    138
1534     21
118     255
276     156
472     108
768     127
632      52
1257     78
480     115
570      93
312     255
1491    162
1670    193
413     104
1273     94
600      80
869       4
1453     53
1449     30
Name: 1095, dtype: int64 0.000610
436) 504     152
815     143
296     212
348     112
261      97
811     149
192     140
11        0
658     167
1591     51
285     164
788     117
661     156
860      51
1499     87
831     232
48      101
854      86
1240     59
577     126
1517    137
1565     37
1519    255
1395     76
165      78
1024    223
1420    203
1114     94
1295    255
679     118
       ... 
1052     24
1016    255
1696     83
1337    111
282      97
1702    108
464     224
963     162
1596    148
1287    178
1599    181
1265    186
1534    136
118     147
276      57
472     178
768     117
632     103
1257    255
480     167
570     156
312      54
1491    169
1670    198
413     206
1273     67
600     120
869      48
1453     57
1449    178
Name: 288, dtype: int64 0.000609
437) 504      78
815     255
296     255
348      24
261     255
811     255
192     255
11        0
658     252
1591    255
285     214
788     255
661     255
860       0
1499    200
831      83
48        0
854     255
1240    214
577     255
1517    231
1565      0
1519    255
1395    255
165     255
1024    222
1420    120
1114    114
1295    255
679     255
       ... 
1052     12
1016    255
1696    255
1337     42
282     255
1702    108
464     255
963      89
1596    220
1287    146
1599    255
1265    218
1534     46
118     255
276     200
472      13
768     255
632      27
1257    255
480     255
570     255
312     255
1491    206
1670    201
413     255
1273    255
600     255
869     255
1453    255
1449    150
Name: 100, dtype: int64 0.000608
438) 504     147
815       7
296      25
348     180
261     122
811      16
192      46
11       60
658      73
1591     16
285     108
788       2
661      12
860     234
1499    199
831      76
48      142
854      62
1240    227
577       1
1517    229
1565     48
1519    225
1395     91
165      29
1024     28
1420     47
1114    153
1295    130
679      34
       ... 
1052     84
1016     83
1696     86
1337    154
282       5
1702    215
464      34
963      30
1596     97
1287     52
1599     30
1265    245
1534    222
118      56
276       2
472       7
768      85
632     182
1257    124
480      30
570       6
312      15
1491    154
1670     75
413       4
1273     83
600      12
869     255
1453    152
1449     80
Name: 1925, dtype: int64 0.000605
439) 504      56
815     174
296     171
348     243
261      73
811     117
192      30
11      255
658     142
1591     31
285     141
788     179
661     115
860      57
1499     24
831      91
48      232
854     165
1240    171
577     129
1517     52
1565     60
1519    146
1395    108
165     124
1024    182
1420    237
1114     64
1295     48
679     168
       ... 
1052    145
1016     90
1696     58
1337    177
282      32
1702    212
464      99
963     176
1596    141
1287    188
1599    138
1265    220
1534    126
118     135
276      85
472     104
768     141
632     126
1257     52
480      79
570     173
312      76
1491     60
1670     89
413     189
1273     79
600     111
869     115
1453    196
1449    119
Name: 685, dtype: int64 0.000600
440) 504     137
815     153
296     213
348     101
261      82
811     158
192     140
11        0
658     206
1591     71
285     178
788     135
661     143
860      63
1499     59
831     129
48       93
854     107
1240    103
577     136
1517    159
1565    110
1519    255
1395     75
165      75
1024    152
1420    203
1114     34
1295    255
679     133
       ... 
1052     71
1016    255
1696     54
1337    107
282      93
1702    108
464     206
963     183
1596    210
1287    187
1599    157
1265    193
1534    151
118     152
276      76
472      95
768      60
632     107
1257    255
480     162
570     172
312      51
1491    178
1670    221
413     205
1273     36
600     154
869      29
1453    129
1449    170
Name: 236, dtype: int64 0.000600
441) 504      33
815     142
296     188
348     240
261      99
811     122
192     105
11      255
658     151
1591     72
285      36
788     117
661     148
860      76
1499     87
831     204
48      216
854     130
1240     71
577     154
1517     45
1565     34
1519    255
1395     79
165     201
1024     93
1420    240
1114    230
1295     66
679      77
       ... 
1052     74
1016     64
1696     42
1337     50
282      57
1702    204
464      76
963     155
1596     84
1287     67
1599    154
1265    194
1534    200
118     111
276      86
472     201
768      95
632     106
1257     57
480     157
570     133
312     122
1491    162
1670    151
413     153
1273     56
600      94
869      19
1453    167
1449      4
Name: 790, dtype: int64 0.000599
442) 504     221
815     181
296      99
348     186
261     174
811      74
192      59
11      102
658     118
1591    255
285      56
788     160
661     183
860      33
1499    170
831     126
48       79
854     194
1240    119
577     160
1517      9
1565    133
1519     69
1395     36
165     219
1024     85
1420     26
1114    192
1295    141
679      58
       ... 
1052     23
1016     22
1696    255
1337    233
282     134
1702    240
464     119
963      93
1596    131
1287    151
1599    185
1265     69
1534     71
118      86
276     177
472     187
768     199
632     226
1257    132
480      80
570      96
312      24
1491    129
1670     13
413      71
1273    133
600      22
869     255
1453    116
1449    121
Name: 1814, dtype: int64 0.000598
443) 504      19
815     199
296     136
348     158
261      37
811     196
192      44
11       65
658      73
1591    142
285     209
788     102
661     121
860     122
1499     25
831      81
48      149
854       7
1240     88
577     149
1517     28
1565     70
1519     27
1395    132
165     168
1024     71
1420    131
1114    227
1295     16
679     165
       ... 
1052    132
1016    193
1696     64
1337    203
282      69
1702    162
464     148
963     213
1596    114
1287    191
1599     67
1265    216
1534     96
118     116
276     182
472     226
768     161
632     198
1257     95
480      19
570     148
312     171
1491     65
1670     20
413     170
1273     89
600     128
869      31
1453    141
1449    120
Name: 970, dtype: int64 0.000597
444) 504      63
815     120
296     128
348     112
261      86
811     143
192     120
11      125
658     230
1591    255
285     189
788      71
661     116
860      49
1499    169
831     182
48      185
854     111
1240    147
577     141
1517     89
1565    255
1519     47
1395     18
165     101
1024    120
1420    192
1114    237
1295    255
679     121
       ... 
1052    223
1016     15
1696    255
1337    117
282     167
1702    108
464      87
963      13
1596    181
1287    128
1599    255
1265    202
1534    132
118     156
276     106
472     170
768      43
632     224
1257    135
480     130
570     139
312      93
1491    115
1670    179
413     177
1273     33
600     185
869     255
1453     80
1449    154
Name: 461, dtype: int64 0.000596
445) 504     123
815       8
296       5
348      10
261     142
811      13
192      47
11       93
658      91
1591     17
285      87
788      15
661     219
860     240
1499    212
831      69
48      156
854      64
1240    218
577       0
1517    223
1565     35
1519    171
1395     91
165      74
1024     36
1420     37
1114    161
1295     76
679      15
       ... 
1052    208
1016     76
1696     85
1337    154
282      17
1702    221
464     121
963      19
1596     92
1287      6
1599    159
1265     68
1534    211
118       8
276     205
472       7
768      47
632     170
1257     25
480      36
570      43
312     130
1491    169
1670     43
413      33
1273    128
600       5
869     255
1453    172
1449     85
Name: 1927, dtype: int64 0.000595
446) 504      43
815     255
296     245
348      36
261     255
811     255
192     255
11      130
658     232
1591    240
285     174
788     255
661     255
860     124
1499    209
831     149
48        0
854     255
1240    135
577     219
1517    159
1565      0
1519    255
1395    255
165     255
1024    222
1420    146
1114    150
1295    137
679     255
       ... 
1052     20
1016    255
1696    255
1337    113
282     255
1702    108
464     255
963      29
1596    186
1287    140
1599    255
1265    185
1534     55
118     255
276     126
472     176
768     233
632      48
1257    162
480      92
570     255
312     255
1491    160
1670    203
413     255
1273    255
600     255
869     171
1453    244
1449    201
Name: 451, dtype: int64 0.000594
447) 504     217
815      50
296       4
348     203
261     149
811      46
192       2
11       71
658      87
1591    138
285     106
788      33
661     214
860     149
1499    165
831       8
48      168
854     197
1240    137
577      57
1517    199
1565    118
1519    121
1395     47
165      33
1024     55
1420     30
1114    177
1295    141
679      49
       ... 
1052     59
1016    190
1696    124
1337    206
282       4
1702    228
464      20
963      20
1596    115
1287     66
1599     33
1265    117
1534    211
118      54
276     181
472      15
768     180
632     202
1257     25
480     132
570      89
312      10
1491    178
1670     24
413      66
1273    106
600      19
869     255
1453    145
1449    115
Name: 1872, dtype: int64 0.000593
448) 504      94
815     155
296     193
348     129
261      55
811     137
192     136
11      232
658     204
1591     51
285     161
788      54
661     131
860     196
1499     86
831     230
48      148
854     134
1240    101
577     145
1517     57
1565     59
1519    255
1395     78
165      93
1024    138
1420    216
1114     48
1295    202
679     122
       ... 
1052     71
1016    144
1696     24
1337    112
282      29
1702    229
464      10
963     155
1596    188
1287    182
1599     68
1265    206
1534    204
118     152
276     125
472     150
768     206
632     126
1257    255
480     152
570     158
312      82
1491    132
1670    125
413     171
1273     96
600     111
869     255
1453     50
1449     93
Name: 436, dtype: int64 0.000592
449) 504     103
815      18
296      90
348     126
261     160
811      60
192      58
11       71
658     109
1591     59
285      47
788      71
661     126
860      38
1499    100
831     117
48      107
854     151
1240    232
577      36
1517    224
1565    163
1519     37
1395     30
165     210
1024     84
1420    183
1114    169
1295    100
679      67
       ... 
1052    221
1016     62
1696     47
1337    206
282      99
1702    243
464      17
963     126
1596    215
1287    122
1599    255
1265     50
1534    171
118       7
276      42
472      12
768     185
632     190
1257    255
480      36
570     101
312     152
1491     73
1670     37
413     115
1273     76
600      26
869       4
1453    148
1449     61
Name: 1886, dtype: int64 0.000591
450) 504     148
815     124
296      75
348     157
261     186
811      57
192     107
11      120
658      91
1591     51
285     107
788      51
661     148
860      47
1499    138
831      48
48       93
854     122
1240    174
577     110
1517    100
1565    255
1519    183
1395    165
165     204
1024     16
1420     91
1114    193
1295     40
679      23
       ... 
1052    228
1016    255
1696     48
1337     46
282     147
1702    200
464     118
963     189
1596     42
1287     99
1599     35
1265      9
1534    105
118      54
276      32
472      62
768      33
632     183
1257     24
480     195
570      58
312     157
1491     76
1670    112
413      34
1273    168
600      38
869     234
1453     43
1449    224
Name: 2136, dtype: int64 0.000586
451) 504     173
815      42
296      64
348     227
261     168
811      36
192      39
11       40
658      86
1591     75
285      75
788     140
661     148
860      43
1499    121
831     118
48      116
854      84
1240     76
577      56
1517    110
1565    255
1519     44
1395     20
165     196
1024     71
1420    176
1114    164
1295     58
679      45
       ... 
1052    203
1016     55
1696     37
1337    232
282      24
1702    108
464     177
963     160
1596     92
1287    178
1599    255
1265     66
1534     95
118     110
276     199
472      94
768     181
632      58
1257     70
480     202
570      52
312     174
1491     86
1670     46
413      84
1273     76
600      12
869     150
1453     77
1449     42
Name: 1791, dtype: int64 0.000586
452) 504     167
815      61
296      56
348     193
261     192
811      60
192      94
11      190
658      64
1591    255
285     133
788      26
661      92
860     125
1499     46
831     162
48        0
854      80
1240    178
577     207
1517     39
1565      0
1519    255
1395     63
165     124
1024    221
1420     64
1114    189
1295    255
679     125
       ... 
1052    219
1016    255
1696    255
1337     34
282     141
1702    148
464     199
963     146
1596    204
1287     30
1599    120
1265     28
1534    156
118      76
276     231
472     175
768      14
632     231
1257    255
480     212
570      38
312     179
1491     49
1670    206
413      49
1273    255
600      29
869     255
1453     21
1449    227
Name: 2485, dtype: int64 0.000583
453) 504     126
815      96
296      39
348     190
261     190
811      36
192      85
11      220
658     152
1591    255
285     126
788      70
661     196
860      34
1499    134
831      46
48       85
854     194
1240     21
577     179
1517    180
1565     14
1519    255
1395    162
165     212
1024    130
1420     86
1114    217
1295     52
679      64
       ... 
1052    147
1016     29
1696    255
1337     58
282     174
1702    171
464     190
963     188
1596     24
1287    116
1599     29
1265     31
1534    135
118      98
276     230
472      81
768     141
632     227
1257     34
480     188
570      50
312     118
1491     80
1670     74
413      47
1273     89
600      54
869     255
1453     86
1449    233
Name: 2166, dtype: int64 0.000580
454) 504      31
815     113
296     201
348      67
261      42
811      63
192      35
11      239
658     188
1591     41
285      57
788     175
661     219
860      66
1499    113
831      28
48      126
854      67
1240    129
577     114
1517     19
1565     65
1519    255
1395     21
165     124
1024     58
1420    234
1114     84
1295    255
679     129
       ... 
1052     41
1016     84
1696     24
1337    165
282      32
1702    107
464      61
963      15
1596    248
1287    152
1599    113
1265    202
1534    117
118     137
276     112
472     136
768     121
632      55
1257    222
480     154
570     114
312     101
1491    102
1670    138
413     149
1273     86
600     101
869     229
1453    135
1449     22
Name: 693, dtype: int64 0.000573
455) 504      33
815     151
296     202
348      37
261     255
811     255
192     255
11      147
658     233
1591    255
285     174
788     255
661     255
860     121
1499    212
831     238
48        0
854     197
1240    197
577      79
1517    216
1565      0
1519    251
1395    255
165     194
1024    222
1420    142
1114    147
1295    255
679     255
       ... 
1052     21
1016    255
1696    255
1337    117
282     255
1702    108
464     255
963      22
1596    211
1287    200
1599    255
1265    174
1534     72
118     255
276      80
472     117
768     142
632      45
1257     24
480      92
570     255
312     255
1491     94
1670    202
413     128
1273    255
600     255
869     255
1453    247
1449    189
Name: 352, dtype: int64 0.000571
456) 504      37
815     151
296     123
348     167
261      49
811     122
192       4
11      111
658     120
1591    255
285     179
788     137
661     147
860     145
1499     25
831     168
48       85
854     166
1240     64
577     133
1517    169
1565    129
1519     34
1395    142
165     171
1024     81
1420    104
1114     69
1295     30
679      62
       ... 
1052     61
1016     19
1696     39
1337     49
282     101
1702    194
464     207
963     212
1596     89
1287    223
1599     53
1265    177
1534    158
118     137
276     186
472     164
768     124
632     224
1257    161
480     144
570     157
312     147
1491    212
1670     43
413     139
1273     80
600     143
869     255
1453    114
1449     64
Name: 815, dtype: int64 0.000570
457) 504     166
815     180
296     197
348     137
261      98
811     181
192     143
11      255
658     214
1591    255
285     229
788     149
661     184
860     121
1499    247
831      72
48      235
854     132
1240    149
577     171
1517    155
1565    255
1519    255
1395    112
165      70
1024    149
1420    176
1114     73
1295    255
679     150
       ... 
1052    207
1016    255
1696     76
1337    107
282     152
1702     56
464      50
963     136
1596    232
1287     96
1599     71
1265    251
1534     52
118     191
276      37
472     125
768     113
632     160
1257    149
480      73
570     194
312      66
1491    190
1670    105
413     210
1273     71
600     172
869     255
1453     43
1449    226
Name: 222, dtype: int64 0.000566
458) 504     196
815     204
296     100
348       6
261      44
811      10
192      68
11       55
658      89
1591    207
285      22
788     187
661     187
860     216
1499    195
831      25
48      100
854     175
1240     59
577     222
1517    121
1565     18
1519     60
1395     35
165      18
1024     58
1420    205
1114    112
1295    102
679     207
       ... 
1052    209
1016     61
1696     17
1337    232
282      19
1702    118
464      36
963      32
1596    204
1287    132
1599    136
1265     68
1534    207
118      29
276       9
472     155
768     215
632     243
1257    155
480     100
570       9
312      28
1491    118
1670    121
413     224
1273     74
600     202
869      90
1453    199
1449     34
Name: 1635, dtype: int64 0.000566
459) 504     144
815      78
296      62
348     133
261     209
811      81
192     153
11      255
658     198
1591     57
285      75
788     159
661      50
860      85
1499     31
831     204
48      138
854      85
1240     59
577      61
1517    125
1565    190
1519    201
1395     38
165     235
1024     35
1420    121
1114    200
1295    255
679      58
       ... 
1052    103
1016    255
1696    255
1337    232
282     204
1702    108
464     146
963     207
1596    115
1287    109
1599    153
1265     90
1534    179
118     142
276     105
472     130
768     176
632     120
1257     68
480      15
570      78
312     238
1491     33
1670    143
413      65
1273     87
600      25
869      52
1453     77
1449     66
Name: 1655, dtype: int64 0.000565
460) 504     232
815     102
296     227
348      53
261     235
811     156
192     171
11        0
658     142
1591    255
285      92
788      70
661     219
860       0
1499     96
831      92
48       26
854      39
1240     56
577     133
1517     49
1565      9
1519    255
1395    176
165      65
1024    222
1420    195
1114     65
1295    255
679     103
       ... 
1052     13
1016    255
1696    255
1337     49
282      95
1702    108
464     232
963     185
1596    249
1287    198
1599    165
1265    161
1534     95
118     154
276      34
472      66
768     175
632      47
1257    255
480     153
570     134
312      32
1491    140
1670    238
413     185
1273    255
600     128
869     255
1453    240
1449    233
Name: 143, dtype: int64 0.000563
461) 504     120
815      82
296      35
348     214
261     209
811      44
192      99
11      255
658      76
1591    186
285     200
788      18
661     195
860     160
1499    113
831     177
48       44
854     148
1240    151
577     200
1517    215
1565    255
1519    255
1395    190
165     138
1024     61
1420     58
1114    231
1295    255
679      61
       ... 
1052     68
1016    168
1696    149
1337     79
282     165
1702    165
464      89
963     182
1596     28
1287     90
1599     96
1265     10
1534     87
118      35
276     211
472     124
768      11
632     222
1257    255
480     220
570      41
312     142
1491    145
1670    194
413      52
1273    221
600     103
869     255
1453     33
1449    227
Name: 2426, dtype: int64 0.000562
462) 504     175
815     176
296     211
348     111
261     213
811     171
192     134
11        1
658     223
1591     85
285     212
788     158
661     171
860      67
1499    139
831     251
48       72
854     115
1240     98
577     180
1517    154
1565    149
1519    255
1395    150
165      68
1024     94
1420    191
1114     67
1295    255
679     151
       ... 
1052    166
1016    255
1696     64
1337     39
282      75
1702    108
464      97
963     142
1596    204
1287    138
1599    255
1265    192
1534    186
118     180
276      50
472       1
768      95
632     155
1257    255
480     146
570     191
312      24
1491     69
1670    245
413     211
1273     56
600     188
869     255
1453    208
1449    185
Name: 131, dtype: int64 0.000561
463) 504     173
815      98
296     111
348     129
261      23
811      97
192      19
11       28
658     110
1591    255
285      53
788      81
661      97
860      94
1499    223
831     148
48       25
854      85
1240    248
577     103
1517     78
1565    163
1519     76
1395    153
165      54
1024    206
1420    171
1114    184
1295     45
679     195
       ... 
1052    115
1016    255
1696     65
1337    125
282      92
1702    139
464     187
963     171
1596    128
1287    220
1599    203
1265    189
1534    222
118      99
276     130
472     157
768       8
632     182
1257    136
480     237
570     110
312     174
1491    140
1670     52
413     149
1273    148
600     105
869      30
1453     99
1449     85
Name: 1058, dtype: int64 0.000560
464) 504     161
815      81
296      99
348     231
261     171
811      63
192     178
11       88
658     115
1591     42
285      88
788      40
661      84
860      49
1499     76
831     103
48        0
854      66
1240    130
577      51
1517    226
1565    169
1519     49
1395    183
165     194
1024     50
1420     88
1114    150
1295     29
679      20
       ... 
1052    209
1016    195
1696     24
1337    108
282     152
1702    108
464     159
963     203
1596    121
1287    137
1599    115
1265     47
1534    160
118      84
276      37
472     105
768      57
632      86
1257     97
480     207
570      34
312     128
1491     58
1670     20
413      32
1273    168
600      32
869     255
1453     25
1449     17
Name: 2042, dtype: int64 0.000559
465) 504     178
815     151
296     216
348     100
261     119
811     158
192     150
11        0
658     200
1591     94
285     171
788     119
661     148
860     143
1499     96
831     112
48       31
854      82
1240    101
577     173
1517    137
1565    186
1519    255
1395     96
165      67
1024    221
1420    206
1114     46
1295    255
679     126
       ... 
1052     59
1016    255
1696    112
1337     63
282     101
1702    108
464      86
963     169
1596    122
1287    219
1599    154
1265    176
1534    140
118     155
276      67
472      28
768      69
632     100
1257    255
480     134
570     174
312      48
1491    164
1670    242
413     188
1273    216
600     162
869      42
1453    212
1449    157
Name: 187, dtype: int64 0.000559
466) 504      42
815     175
296     133
348     172
261      56
811     184
192      63
11       64
658      14
1591    129
285     188
788     107
661      12
860     171
1499     22
831      43
48       70
854      14
1240    119
577     159
1517    154
1565    112
1519     66
1395    129
165     176
1024     58
1420     96
1114    244
1295     12
679     152
       ... 
1052     67
1016    176
1696     35
1337    169
282      69
1702    183
464     164
963     185
1596    135
1287     86
1599     40
1265    191
1534    101
118     116
276     108
472     188
768     184
632     224
1257    160
480      28
570     148
312     174
1491    219
1670     31
413     155
1273    116
600     125
869      41
1453    121
1449    183
Name: 1019, dtype: int64 0.000558
467) 504      44
815     149
296     130
348     140
261      60
811     131
192       6
11       94
658     171
1591    255
285     192
788     168
661     142
860     101
1499     13
831     205
48      167
854      39
1240    180
577     120
1517    239
1565    127
1519     46
1395    165
165     127
1024    160
1420     93
1114    204
1295    144
679      86
       ... 
1052    212
1016     25
1696    108
1337    165
282      48
1702    218
464     115
963     163
1596    150
1287    234
1599    200
1265    215
1534    188
118      36
276      68
472      59
768     145
632     183
1257    120
480     132
570     149
312      38
1491    208
1670    174
413     167
1273    118
600     158
869     255
1453     84
1449     68
Name: 665, dtype: int64 0.000558
468) 504      86
815     167
296     182
348     236
261      73
811     126
192      28
11      255
658     191
1591     69
285     161
788     144
661      82
860     214
1499     91
831     100
48      232
854     151
1240     87
577     137
1517     62
1565     63
1519    255
1395    114
165     110
1024    169
1420    233
1114     40
1295    119
679     118
       ... 
1052     80
1016     82
1696     46
1337    104
282      32
1702    208
464     119
963     166
1596    213
1287     84
1599     60
1265    218
1534    193
118     142
276      82
472      79
768     148
632     126
1257    227
480     143
570     157
312     105
1491     94
1670    164
413     176
1273     45
600     128
869     114
1453    136
1449    119
Name: 586, dtype: int64 0.000557
469) 504     118
815     153
296     195
348     100
261      60
811     128
192     116
11      248
658     191
1591     52
285     167
788      57
661     128
860     241
1499     38
831     231
48      141
854     132
1240    145
577     157
1517     54
1565     88
1519    255
1395     21
165      96
1024    119
1420    223
1114     54
1295     38
679     120
       ... 
1052     81
1016     67
1696     14
1337    116
282      11
1702    163
464      26
963     188
1596    177
1287     96
1599     86
1265    207
1534    189
118     151
276     109
472      86
768     212
632     114
1257    255
480     147
570     143
312      85
1491    167
1670    236
413     206
1273     63
600     116
869     140
1453     78
1449     76
Name: 487, dtype: int64 0.000556
470) 504     178
815     217
296     133
348     234
261      72
811      93
192      64
11       74
658      42
1591     72
285      77
788     102
661     116
860      92
1499     48
831      97
48      232
854     108
1240    128
577     109
1517     79
1565    255
1519    255
1395     93
165     226
1024    154
1420    231
1114    147
1295    148
679     175
       ... 
1052    108
1016    255
1696    255
1337    232
282     182
1702    108
464     128
963      96
1596    107
1287    103
1599    245
1265    118
1534    203
118     114
276     166
472      52
768     100
632      79
1257      4
480     138
570      98
312     179
1491    228
1670    207
413     115
1273    109
600      77
869       4
1453    118
1449     21
Name: 1343, dtype: int64 0.000555
471) 504      40
815      83
296      24
348     187
261     221
811      70
192      84
11      151
658      77
1591    148
285     126
788      13
661      92
860     128
1499     55
831     181
48        0
854      80
1240    158
577     205
1517     48
1565      0
1519    202
1395    100
165     138
1024    221
1420     81
1114    124
1295    152
679      70
       ... 
1052    234
1016    255
1696    255
1337    118
282     193
1702    172
464     222
963     142
1596     52
1287     14
1599     16
1265     19
1534     90
118      98
276     217
472     140
768      16
632     159
1257    101
480     218
570      40
312     134
1491     51
1670    186
413      20
1273    255
600      45
869     255
1453     10
1449    227
Name: 2387, dtype: int64 0.000552
472) 504      31
815     117
296     193
348      87
261     103
811      66
192      38
11      231
658     170
1591     23
285      53
788     135
661     214
860      99
1499     66
831     100
48       96
854      67
1240    131
577     127
1517     21
1565     59
1519    255
1395     23
165     143
1024    143
1420    241
1114     52
1295    255
679     163
       ... 
1052    143
1016     73
1696     46
1337    193
282      56
1702    121
464      68
963      19
1596    244
1287    198
1599    178
1265    205
1534    109
118     134
276      85
472     158
768     122
632      55
1257    208
480     149
570     113
312     108
1491     79
1670     67
413     133
1273     77
600      94
869     171
1453    129
1449     18
Name: 743, dtype: int64 0.000551
473) 504     174
815      38
296      46
348      74
261      54
811      11
192     102
11      120
658     149
1591     27
285      24
788     145
661     192
860     230
1499    174
831     125
48      131
854     172
1240    162
577     132
1517    229
1565     13
1519     55
1395     20
165      15
1024     79
1420    194
1114    133
1295     60
679      13
       ... 
1052    216
1016     49
1696     45
1337    232
282     109
1702    205
464      40
963      23
1596    153
1287     82
1599    255
1265     71
1534    246
118       1
276      32
472     133
768     173
632      15
1257    255
480     164
570       2
312      11
1491     70
1670     30
413      58
1273     72
600      14
869      48
1453    173
1449     30
Name: 1784, dtype: int64 0.000551
474) 504     111
815     200
296     194
348     141
261      90
811     143
192     114
11      104
658     129
1591     73
285     226
788     119
661     148
860     155
1499    241
831     129
48      230
854     163
1240    188
577     162
1517    113
1565    130
1519     47
1395     98
165      96
1024     53
1420    151
1114     80
1295    233
679     136
       ... 
1052    158
1016     54
1696     34
1337    112
282      43
1702    197
464     108
963     234
1596    130
1287    123
1599     70
1265    244
1534     94
118     167
276      73
472      78
768      95
632     147
1257    255
480      31
570     190
312      80
1491    155
1670     94
413     185
1273     41
600     153
869     227
1453     48
1449    186
Name: 525, dtype: int64 0.000551
475) 504      78
815      33
296      32
348     174
261     225
811      65
192      76
11        0
658     212
1591    255
285     147
788     103
661      50
860       0
1499    158
831     146
48       24
854     117
1240    111
577      17
1517    124
1565      4
1519    255
1395    129
165     173
1024    222
1420     41
1114     67
1295    255
679      94
       ... 
1052    147
1016    144
1696    255
1337    100
282     199
1702    143
464     115
963      49
1596     44
1287     59
1599    107
1265      9
1534     44
118      65
276     232
472     111
768     120
632      96
1257    255
480     217
570      20
312     120
1491     24
1670    169
413      54
1273    255
600      58
869     240
1453     70
1449    243
Name: 2356, dtype: int64 0.000550
476) 504      69
815      82
296      22
348     210
261     210
811      65
192      93
11      202
658      75
1591    189
285     218
788      18
661     171
860     207
1499    242
831     162
48       60
854     132
1240    179
577     205
1517    175
1565    255
1519    255
1395    207
165     134
1024     45
1420     78
1114    172
1295    255
679      71
       ... 
1052     70
1016    204
1696    255
1337     79
282     160
1702    165
464      85
963     172
1596     26
1287     16
1599     97
1265     14
1534    152
118      37
276     223
472     144
768      12
632     231
1257    255
480     220
570      23
312     148
1491    133
1670    195
413      50
1273    214
600      91
869     255
1453     29
1449    227
Name: 2428, dtype: int64 0.000550
477) 504     125
815     123
296     155
348     121
261     114
811     169
192     155
11      209
658     246
1591    255
285     223
788     135
661     135
860     147
1499    237
831     204
48      230
854      84
1240    208
577     152
1517    126
1565    172
1519     38
1395    109
165      90
1024     58
1420     92
1114    164
1295    255
679     132
       ... 
1052    232
1016    175
1696    255
1337    111
282     223
1702    108
464     102
963     217
1596    134
1287    146
1599    255
1265    215
1534     81
118     177
276     111
472     252
768      63
632     183
1257    166
480     143
570     166
312      55
1491    183
1670    233
413     153
1273     94
600     162
869     255
1453     73
1449    164
Name: 263, dtype: int64 0.000549
478) 504      53
815     106
296      26
348     216
261     226
811      67
192      80
11      255
658     107
1591    255
285     156
788      21
661     197
860     217
1499    124
831     182
48       51
854     154
1240     84
577      35
1517    213
1565    255
1519    255
1395    116
165     146
1024    130
1420     83
1114    220
1295    255
679      44
       ... 
1052     38
1016    159
1696    255
1337    114
282     160
1702    148
464      95
963     150
1596     51
1287    136
1599     28
1265     24
1534    160
118      65
276     213
472     155
768      15
632     226
1257    135
480     221
570      45
312     131
1491    133
1670    180
413      56
1273     57
600      53
869     255
1453     76
1449    227
Name: 2373, dtype: int64 0.000549
479) 504     140
815      13
296      69
348     132
261     230
811     255
192     255
11        0
658     219
1591    255
285     156
788     174
661      35
860       0
1499    157
831      80
48        0
854      45
1240    110
577      17
1517    212
1565      0
1519    255
1395    255
165     176
1024    222
1420     63
1114    100
1295    255
679     191
       ... 
1052    142
1016    189
1696    255
1337     81
282     248
1702    178
464      93
963      56
1596    146
1287     62
1599    147
1265     13
1534    124
118     255
276     227
472     115
768      27
632      84
1257    255
480     213
570      22
312     255
1491     15
1670     26
413      65
1273    255
600      49
869     255
1453    114
1449    253
Name: 2404, dtype: int64 0.000548
480) 504     253
815     233
296     234
348     238
261     130
811     132
192     192
11       95
658      34
1591     16
285     153
788     214
661      97
860      67
1499     58
831     125
48      158
854       3
1240     46
577     181
1517     70
1565    129
1519      4
1395     13
165      43
1024    101
1420    113
1114     96
1295    120
679     167
       ... 
1052    185
1016    255
1696    255
1337    232
282     217
1702    254
464     175
963     191
1596     34
1287    146
1599     71
1265    158
1534     30
118     145
276     150
472     208
768     122
632       2
1257     46
480      28
570     166
312     191
1491    240
1670     62
413     157
1273      8
600     133
869      27
1453     87
1449    172
Name: 1224, dtype: int64 0.000545
481) 504      40
815     208
296     170
348     185
261      48
811     196
192     101
11      120
658      64
1591     19
285     201
788     141
661     148
860     171
1499     11
831     178
48       41
854     183
1240    196
577     182
1517    208
1565    116
1519     30
1395    113
165     183
1024     69
1420    125
1114     65
1295     91
679     175
       ... 
1052    236
1016     92
1696     96
1337     46
282      90
1702    242
464     119
963     185
1596     77
1287    130
1599     40
1265    213
1534     51
118     119
276      88
472     222
768     157
632     173
1257    105
480      72
570     173
312     154
1491    217
1670     78
413     193
1273    111
600     138
869     136
1453    205
1449     82
Name: 877, dtype: int64 0.000543
482) 504     173
815     101
296      30
348     183
261     177
811      30
192      81
11      209
658     192
1591    255
285     109
788      89
661     192
860      40
1499    149
831     102
48       81
854     194
1240    214
577      22
1517    217
1565     86
1519    255
1395    151
165     226
1024     52
1420    117
1114    155
1295    125
679      24
       ... 
1052     25
1016    152
1696    255
1337     91
282     117
1702    230
464      56
963     173
1596     99
1287    155
1599     28
1265     72
1534     23
118      81
276     240
472     118
768      78
632     226
1257     67
480     192
570      48
312       1
1491     88
1670     58
413      44
1273    123
600      55
869     255
1453     76
1449     94
Name: 2016, dtype: int64 0.000541
483) 504     155
815     116
296      55
348     198
261     190
811      51
192      62
11      106
658     121
1591     36
285      92
788      37
661     214
860     183
1499    215
831     160
48      151
854     175
1240     10
577     110
1517    150
1565    203
1519    255
1395    165
165     227
1024     41
1420     25
1114    211
1295    125
679      35
       ... 
1052     80
1016    160
1696     53
1337    110
282     142
1702    187
464     150
963      25
1596     37
1287     72
1599     30
1265     18
1534    202
118      14
276      84
472     100
768      36
632     215
1257    102
480     192
570      69
312     136
1491    110
1670     80
413      24
1273     49
600      40
869      61
1453     55
1449     52
Name: 2128, dtype: int64 0.000540
484) 504     116
815     191
296     199
348     123
261     122
811     171
192     118
11      255
658     181
1591    141
285     225
788     112
661     176
860     109
1499    245
831      65
48      217
854     132
1240    140
577     169
1517    152
1565    211
1519    255
1395     67
165      89
1024     92
1420    213
1114     87
1295    255
679     150
       ... 
1052    233
1016    255
1696     49
1337    108
282     106
1702    200
464      48
963     132
1596    237
1287    120
1599     85
1265    247
1534     84
118     189
276      35
472     162
768      78
632     157
1257    255
480      29
570     191
312      41
1491    140
1670     85
413     203
1273     49
600     178
869     255
1453     50
1449    174
Name: 275, dtype: int64 0.000538
485) 504      33
815     101
296      31
348     207
261     225
811      68
192      94
11      238
658      95
1591     39
285     162
788      19
661     198
860     184
1499    125
831     188
48       42
854     151
1240     46
577     206
1517    232
1565    255
1519    255
1395    103
165     153
1024     96
1420     67
1114    138
1295    255
679      61
       ... 
1052     69
1016    192
1696    150
1337    118
282     175
1702    155
464     105
963     182
1596     53
1287    154
1599     29
1265     13
1534    120
118      48
276     210
472     134
768      18
632     193
1257    255
480     220
570      34
312     143
1491    145
1670    181
413      54
1273     56
600      44
869     255
1453     87
1449    227
Name: 2375, dtype: int64 0.000537
486) 504     155
815     175
296      62
348     191
261     168
811      18
192      75
11      182
658     123
1591    240
285      79
788      20
661     221
860     101
1499    142
831     106
48      102
854     192
1240    227
577      27
1517    130
1565    179
1519    255
1395    148
165     195
1024     31
1420     59
1114    128
1295     47
679      16
       ... 
1052     44
1016    159
1696    108
1337    106
282     119
1702    227
464     196
963      34
1596     81
1287     27
1599     21
1265    232
1534     94
118     107
276     201
472     134
768      11
632     206
1257     25
480     203
570      48
312     132
1491    151
1670     57
413      45
1273     97
600      50
869     255
1453    101
1449     99
Name: 2022, dtype: int64 0.000536
487) 504      50
815     196
296     175
348     156
261      56
811     131
192      17
11       65
658     111
1591     75
285     222
788     141
661     188
860      94
1499     52
831     206
48       41
854     165
1240    160
577     164
1517    198
1565     70
1519     37
1395    134
165     142
1024     37
1420    161
1114    196
1295     51
679     198
       ... 
1052    135
1016     45
1696     61
1337     58
282      77
1702    184
464     145
963     209
1596    125
1287     72
1599     75
1265    250
1534     83
118     138
276      55
472     184
768      98
632     180
1257     23
480      64
570     148
312       7
1491    200
1670    115
413     188
1273    133
600     156
869     240
1453    131
1449    116
Name: 772, dtype: int64 0.000534
488) 504      48
815     255
296     255
348      57
261     255
811     255
192     255
11        0
658     246
1591    255
285     169
788     255
661     255
860       0
1499     38
831     182
48        0
854     255
1240     79
577     255
1517    106
1565      0
1519    255
1395    255
165     255
1024    222
1420     61
1114     12
1295    255
679     255
       ... 
1052    113
1016    154
1696    255
1337     49
282     255
1702    127
464     255
963     145
1596    135
1287     15
1599    255
1265     33
1534     48
118     255
276     235
472     132
768     255
632      51
1257     85
480     255
570     255
312     255
1491      9
1670    145
413     255
1273    255
600     255
869     255
1453     23
1449    209
Name: 2150, dtype: int64 0.000532
489) 504       6
815     255
296     255
348      60
261     255
811     255
192     255
11        0
658     248
1591    255
285     157
788     255
661     255
860       0
1499     38
831      43
48        0
854     255
1240     88
577     255
1517     62
1565      0
1519    255
1395    255
165     255
1024    222
1420     40
1114     10
1295    255
679     255
       ... 
1052    111
1016    142
1696    255
1337     49
282     255
1702    138
464     255
963     117
1596    134
1287     80
1599    235
1265     18
1534     49
118     255
276     244
472      64
768     255
632      47
1257    178
480     255
570     255
312     255
1491     19
1670    143
413     255
1273    255
600     255
869     255
1453     39
1449    225
Name: 2250, dtype: int64 0.000528
490) 504     214
815      16
296      85
348     186
261     157
811      45
192      24
11      181
658     109
1591    255
285      72
788     111
661     172
860      70
1499    162
831     127
48       70
854     191
1240    165
577      56
1517    192
1565    129
1519    180
1395     58
165     218
1024     61
1420     24
1114    196
1295    141
679      34
       ... 
1052     34
1016     27
1696    255
1337    206
282      70
1702    234
464     207
963     180
1596    202
1287    140
1599    255
1265     83
1534     21
118      88
276     180
472      73
768     194
632     227
1257     53
480     164
570     113
312       5
1491    115
1670     17
413      62
1273    118
600      49
869     255
1453    127
1449    114
Name: 1867, dtype: int64 0.000528
491) 504     131
815      49
296      41
348     189
261     159
811      22
192      71
11      121
658     166
1591    255
285     111
788      62
661     176
860     220
1499    175
831     117
48       66
854     150
1240     35
577      34
1517    207
1565     57
1519    255
1395    126
165     217
1024     62
1420     65
1114    114
1295    125
679      18
       ... 
1052    144
1016     23
1696    255
1337    106
282      96
1702    122
464     214
963      54
1596    143
1287    150
1599    171
1265     68
1534     76
118      67
276     233
472      25
768      57
632     186
1257    131
480      93
570     155
312     107
1491     66
1670     20
413      45
1273     95
600      72
869      32
1453     47
1449    196
Name: 1959, dtype: int64 0.000527
492) 504     161
815     101
296      66
348     169
261     179
811      56
192     122
11      136
658     105
1591     46
285     123
788      47
661     123
860      35
1499    141
831      43
48       79
854     127
1240    198
577     105
1517     96
1565    255
1519     75
1395    165
165     211
1024     54
1420     84
1114    187
1295     35
679      25
       ... 
1052    230
1016    255
1696     48
1337     91
282     153
1702    197
464     150
963     169
1596     69
1287     72
1599     41
1265     19
1534    146
118      53
276     136
472      61
768      34
632     157
1257     87
480     193
570      63
312     147
1491     81
1670    119
413      33
1273    161
600      34
869     214
1453     65
1449    235
Name: 2137, dtype: int64 0.000525
493) 504     123
815     185
296      35
348     204
261     199
811      28
192      78
11       14
658     168
1591    255
285     103
788      57
661     184
860     216
1499    162
831     146
48      149
854     171
1240     18
577      72
1517    178
1565     65
1519    255
1395    134
165     220
1024     65
1420     39
1114    164
1295    122
679      22
       ... 
1052    136
1016     79
1696    255
1337     67
282     124
1702    181
464     213
963      83
1596     49
1287     95
1599     28
1265     42
1534     80
118      74
276     233
472     153
768      76
632     222
1257     21
480     198
570      50
312     100
1491     99
1670     72
413      19
1273    129
600      41
869     164
1453     79
1449    199
Name: 2061, dtype: int64 0.000524
494) 504      22
815       7
296     255
348      31
261      91
811     255
192     255
11      111
658     126
1591     90
285      48
788     255
661      79
860       0
1499     82
831     184
48       70
854     255
1240    124
577     255
1517      4
1565    255
1519    255
1395    255
165     189
1024    211
1420    253
1114     91
1295    255
679     255
       ... 
1052    128
1016    255
1696    255
1337     48
282     243
1702    108
464      69
963     137
1596    165
1287    207
1599    166
1265    148
1534     24
118     255
276     151
472      93
768     252
632      21
1257    231
480      93
570     255
312     255
1491     55
1670    244
413     137
1273    219
600     255
869     255
1453    151
1449     30
Name: 999, dtype: int64 0.000524
495) 504     233
815     231
296     172
348     166
261     123
811     190
192     193
11      121
658     160
1591     47
285      22
788     177
661     229
860     132
1499     42
831     117
48      173
854       2
1240     29
577     183
1517    145
1565    124
1519      4
1395     28
165      54
1024     91
1420    116
1114     95
1295     30
679      48
       ... 
1052    120
1016    255
1696    255
1337    170
282     212
1702    239
464     182
963     185
1596    153
1287     33
1599     65
1265    181
1534     29
118     156
276     170
472     214
768     125
632       6
1257     45
480      23
570     159
312     188
1491    232
1670     81
413     177
1273      6
600     136
869     151
1453    176
1449    173
Name: 1174, dtype: int64 0.000523
496) 504     165
815      52
296     103
348     227
261     196
811      62
192     155
11      197
658     125
1591     57
285     132
788      32
661      93
860     103
1499      1
831      33
48        0
854      50
1240     19
577     120
1517     58
1565      3
1519     60
1395    156
165     191
1024    179
1420      9
1114    239
1295     36
679      14
       ... 
1052    210
1016    255
1696     41
1337    240
282     154
1702    134
464     140
963     169
1596     55
1287    102
1599     45
1265     53
1534    185
118      99
276     244
472      57
768      33
632      72
1257     43
480     187
570      52
312     123
1491     40
1670     74
413      13
1273    233
600      44
869     255
1453      9
1449    232
Name: 2143, dtype: int64 0.000520
497) 504     234
815     153
296     222
348     100
261     234
811     176
192     169
11        0
658     225
1591    177
285     177
788     175
661     138
860      47
1499     75
831     186
48      124
854     106
1240    125
577     159
1517    168
1565    255
1519    255
1395    255
165      67
1024    222
1420    195
1114     80
1295    255
679     138
       ... 
1052     52
1016    255
1696    141
1337     45
282      45
1702    108
464      93
963     220
1596    169
1287    193
1599    162
1265    164
1534    175
118     162
276       6
472      31
768     151
632     114
1257    255
480      94
570     191
312      38
1491    130
1670    242
413     217
1273    255
600     160
869     132
1453    238
1449    198
Name: 35, dtype: int64 0.000520
498) 504      54
815     178
296     136
348     143
261      63
811     122
192       5
11      111
658     137
1591    129
285     198
788     153
661     166
860     114
1499     15
831     209
48      163
854     125
1240    177
577     144
1517    181
1565    123
1519     32
1395    146
165     136
1024     30
1420    114
1114    171
1295     94
679      74
       ... 
1052    133
1016     61
1696     62
1337     58
282      54
1702    181
464     137
963     162
1596    124
1287     76
1599     48
1265    219
1534     97
118     124
276     125
472     177
768     102
632     183
1257     64
480      44
570     136
312      92
1491    240
1670    133
413     167
1273    115
600     137
869     255
1453    108
1449     91
Name: 768, dtype: int64 0.000519
499) 504     186
815     178
296     213
348     123
261     210
811     172
192     151
11        5
658     204
1591     96
285     225
788     134
661     171
860      75
1499    174
831     241
48       41
854      89
1240    134
577     163
1517    190
1565    181
1519    255
1395    153
165      63
1024    178
1420    189
1114     85
1295    255
679     150
       ... 
1052    180
1016    255
1696     85
1337     41
282      68
1702    108
464      34
963     136
1596    223
1287    138
1599    244
1265    202
1534    166
118     186
276      50
472       3
768     105
632     156
1257    255
480      76
570     184
312       6
1491     47
1670    246
413     185
1273     28
600     187
869     255
1453    208
1449    176
Name: 130, dtype: int64 0.000510
500) 504      49
815     141
296     192
348     120
261      38
811     118
192      81
11      255
658     205
1591     78
285      47
788     163
661     198
860      61
1499     32
831     117
48      130
854     106
1240     62
577     127
1517     36
1565     51
1519    255
1395     92
165     119
1024    145
1420    241
1114     72
1295    203
679      99
       ... 
1052    137
1016     83
1696     46
1337    107
282      43
1702    216
464      68
963     120
1596    160
1287     71
1599     86
1265    205
1534    119
118     138
276      97
472      82
768     144
632      91
1257     82
480     149
570     140
312      98
1491    189
1670    178
413     131
1273     34
600      99
869      29
1453    125
1449      2
Name: 640, dtype: int64 0.000510
501) 504      78
815     123
296     124
348     137
261      74
811     140
192     124
11      149
658     221
1591    255
285     176
788     130
661     116
860      43
1499     33
831     133
48       34
854     116
1240    165
577     115
1517     77
1565    255
1519     59
1395     34
165     108
1024    125
1420    194
1114    231
1295    210
679     118
       ... 
1052     86
1016      9
1696    255
1337    103
282      89
1702    108
464     174
963      32
1596    201
1287    223
1599    255
1265    209
1534    207
118      48
276     124
472     152
768      39
632     238
1257     89
480     128
570     140
312      99
1491    106
1670     63
413     172
1273     26
600     186
869     255
1453    108
1449    153
Name: 511, dtype: int64 0.000507
502) 504      39
815      41
296      70
348     121
261     190
811     237
192     255
11        0
658      50
1591    255
285     215
788       2
661      51
860       0
1499      0
831     121
48        0
854      69
1240    163
577     206
1517    172
1565      0
1519    255
1395     74
165      48
1024    222
1420     54
1114     98
1295     23
679      82
       ... 
1052    223
1016    255
1696    255
1337     35
282      71
1702    151
464     203
963     171
1596    218
1287    147
1599    165
1265     39
1534    127
118     255
276     239
472      49
768       2
632      49
1257    255
480     197
570      25
312     255
1491     19
1670    212
413      33
1273    255
600      26
869     255
1453     24
1449    220
Name: 2495, dtype: int64 0.000507
503) 504     138
815     190
296     181
348     142
261      75
811     146
192     124
11       91
658     151
1591     84
285     228
788     125
661     148
860     120
1499    135
831     122
48       70
854     151
1240    140
577     178
1517    131
1565    120
1519     26
1395     86
165      93
1024     79
1420    152
1114     74
1295    173
679     140
       ... 
1052    143
1016     85
1696     15
1337    112
282     115
1702    204
464      79
963     136
1596    221
1287     47
1599    132
1265    243
1534     86
118     171
276      93
472      42
768      77
632     144
1257     50
480      41
570     182
312      37
1491    192
1670    101
413     187
1273     29
600     147
869     220
1453     52
1449    147
Name: 523, dtype: int64 0.000507
504) 504     166
815      77
296      65
348     191
261     175
811      42
192      47
11      204
658     144
1591    255
285      77
788      38
661     173
860      95
1499    168
831      71
48       57
854     176
1240     15
577     140
1517    161
1565    102
1519    202
1395     99
165     218
1024     71
1420     34
1114    210
1295    132
679       9
       ... 
1052    102
1016      8
1696    255
1337    154
282      56
1702    208
464     218
963      34
1596    150
1287    147
1599    178
1265     80
1534     53
118      99
276     187
472      27
768     146
632     199
1257    185
480      72
570      74
312      27
1491     43
1670     61
413      41
1273    148
600      42
869     255
1453     80
1449    185
Name: 1912, dtype: int64 0.000506
505) 504      93
815      78
296     222
348      38
261      94
811     255
192     255
11        0
658     159
1591    233
285      47
788     255
661     233
860       0
1499     21
831     177
48      193
854     255
1240     91
577      94
1517     11
1565      5
1519    255
1395    211
165     104
1024    222
1420    235
1114    150
1295    255
679      88
       ... 
1052     19
1016     45
1696    151
1337    111
282      25
1702    108
464      72
963      25
1596    226
1287    229
1599    210
1265    143
1534    216
118     255
276     114
472      59
768      73
632      23
1257    255
480      75
570     190
312     255
1491    138
1670    251
413     135
1273    255
600     254
869     255
1453    157
1449     36
Name: 547, dtype: int64 0.000505
506) 504     169
815     166
296      84
348     124
261     181
811     255
192     255
11       80
658      44
1591     48
285     114
788     117
661     117
860     137
1499      2
831      96
48        0
854     255
1240     87
577      41
1517    216
1565    255
1519    224
1395     78
165     164
1024    178
1420    175
1114    134
1295     34
679      44
       ... 
1052    181
1016    252
1696    255
1337    164
282     169
1702    108
464     128
963     208
1596    164
1287    157
1599    255
1265     62
1534    136
118     255
276     232
472       7
768     171
632      40
1257    156
480      44
570      42
312     255
1491     33
1670    233
413      80
1273    225
600      79
869     255
1453      2
1449      9
Name: 1846, dtype: int64 0.000503
507) 504      71
815     213
296     141
348     160
261      47
811     171
192      64
11       67
658      15
1591     92
285     197
788     122
661       5
860     248
1499     35
831     159
48      129
854      10
1240     33
577     161
1517    178
1565     63
1519     64
1395    128
165     162
1024     65
1420    108
1114    245
1295     37
679      49
       ... 
1052     80
1016    255
1696     50
1337    198
282      83
1702    202
464     180
963     186
1596    132
1287     28
1599    106
1265    191
1534    135
118     110
276     128
472     193
768     143
632     206
1257    174
480      54
570     145
312     180
1491    228
1670    106
413     144
1273     84
600     126
869      20
1453    143
1449    188
Name: 1070, dtype: int64 0.000502
508) 504      24
815       8
296     255
348      32
261      65
811     255
192     255
11      169
658     156
1591    202
285      40
788     255
661     201
860       0
1499     58
831     152
48       73
854     255
1240    171
577     255
1517     16
1565    227
1519    255
1395    255
165     189
1024    222
1420    253
1114     81
1295    255
679     255
       ... 
1052    125
1016    255
1696    242
1337     48
282     253
1702    108
464      73
963     176
1596    148
1287    238
1599    255
1265    111
1534     28
118     255
276      85
472     209
768     251
632      21
1257    255
480      94
570     255
312     255
1491     49
1670    245
413     101
1273    255
600     255
869     255
1453    153
1449     33
Name: 899, dtype: int64 0.000500
509) 504      87
815     128
296      55
348      91
261     255
811     255
192     255
11        0
658     220
1591    255
285     163
788     255
661     255
860       0
1499    150
831     103
48        0
854     202
1240    102
577      14
1517    234
1565      0
1519    255
1395    255
165     238
1024    222
1420     27
1114    179
1295    255
679     255
       ... 
1052    121
1016    176
1696    255
1337     93
282     255
1702    140
464     255
963     130
1596    112
1287     29
1599    136
1265     17
1534    192
118     255
276     243
472      81
768     133
632      58
1257    255
480     205
570     255
312     255
1491     15
1670     78
413      17
1273    255
600     255
869     255
1453     79
1449    253
Name: 2352, dtype: int64 0.000500
510) 504      87
815     164
296     162
348     135
261      57
811     152
192     120
11      113
658     215
1591    255
285     200
788      94
661      74
860     184
1499    154
831      72
48       74
854     109
1240    145
577     154
1517    121
1565    230
1519     42
1395     40
165      99
1024    222
1420     21
1114    157
1295      6
679     134
       ... 
1052    201
1016     75
1696    124
1337    117
282     152
1702    208
464     128
963     215
1596    218
1287     63
1599    255
1265    233
1534    194
118     190
276      96
472      93
768     125
632     191
1257     23
480      35
570     182
312      90
1491    203
1670     37
413     168
1273     54
600     187
869     255
1453     62
1449    191
Name: 468, dtype: int64 0.000498
511) 504     100
815      92
296      43
348     201
261     197
811      37
192      87
11       43
658     151
1591    255
285      99
788      95
661     185
860      69
1499    138
831      44
48      103
854     194
1240     14
577     163
1517    129
1565     34
1519    255
1395    161
165     195
1024    106
1420     72
1114    151
1295    115
679      63
       ... 
1052    150
1016     28
1696    255
1337     40
282     176
1702    163
464     211
963     131
1596     53
1287    110
1599     35
1265     32
1534     87
118      85
276     236
472      98
768     152
632     232
1257     51
480     201
570      39
312     117
1491     43
1670     79
413      24
1273    164
600      61
869     255
1453     76
1449    235
Name: 2164, dtype: int64 0.000498
512) 504     193
815      83
296     191
348      61
261      88
811     173
192     146
11        0
658     241
1591    255
285     229
788      16
661      58
860       1
1499    253
831      25
48        0
854      66
1240    205
577     116
1517    199
1565      0
1519    255
1395    255
165     102
1024    222
1420    137
1114    230
1295    189
679     115
       ... 
1052    242
1016    255
1696    255
1337     45
282     139
1702    108
464     139
963     131
1596    153
1287    158
1599    255
1265    155
1534     19
118     191
276      56
472      98
768     117
632      94
1257    255
480     144
570     136
312      26
1491    174
1670    217
413     152
1273    255
600     174
869     255
1453    252
1449    146
Name: 8, dtype: int64 0.000498
513) 504     182
815      50
296      54
348      68
261     160
811      16
192      54
11      105
658      83
1591    255
285     130
788     118
661     201
860     180
1499    157
831     117
48      126
854     189
1240     16
577      29
1517    178
1565     20
1519     74
1395      6
165      11
1024     62
1420     39
1114    125
1295    149
679       5
       ... 
1052     75
1016    254
1696    255
1337    232
282      31
1702    195
464     151
963     141
1596     89
1287    134
1599    255
1265    107
1534     16
118      26
276      46
472     127
768     122
632     206
1257     37
480     161
570      46
312      55
1491    201
1670     27
413      39
1273     96
600      18
869     255
1453    151
1449    116
Name: 1770, dtype: int64 0.000497
514) 504     130
815     166
296      68
348     198
261     146
811      19
192      53
11      208
658     163
1591    255
285      68
788      66
661     201
860     215
1499    141
831      90
48       47
854     197
1240    191
577      31
1517    192
1565     49
1519    255
1395    151
165     226
1024     61
1420     35
1114     77
1295    132
679      10
       ... 
1052     37
1016     18
1696    255
1337    104
282      67
1702    235
464      21
963     188
1596    156
1287    131
1599     52
1265    124
1534     10
118      96
276     198
472      63
768      51
632     206
1257    126
480     126
570      34
312       4
1491    106
1670     21
413      48
1273    103
600      26
869     255
1453     98
1449    104
Name: 1969, dtype: int64 0.000496
515) 504     184
815      28
296      89
348     169
261     178
811      47
192     195
11       59
658      50
1591     73
285      60
788      60
661      89
860     159
1499     66
831      87
48        2
854      40
1240     92
577     108
1517    221
1565    255
1519     61
1395     50
165     201
1024     19
1420     76
1114    151
1295     30
679      47
       ... 
1052    190
1016    141
1696    255
1337    233
282     155
1702    108
464     114
963     142
1596    169
1287    142
1599    255
1265     58
1534    168
118     174
276     228
472       7
768     175
632      60
1257    188
480      39
570      38
312     209
1491     26
1670     26
413      74
1273    101
600     103
869     255
1453     26
1449     42
Name: 1844, dtype: int64 0.000494
516) 504      26
815      88
296     112
348      88
261      10
811      98
192      39
11       55
658     123
1591    255
285      79
788      75
661      63
860      77
1499     97
831      98
48       61
854      84
1240    253
577      73
1517    150
1565    255
1519    169
1395    101
165     238
1024    132
1420    166
1114     61
1295     96
679     185
       ... 
1052    113
1016    255
1696     55
1337    169
282      68
1702    105
464     180
963     178
1596    128
1287    169
1599    255
1265    133
1534    150
118     103
276     114
472     208
768     197
632     122
1257    245
480     120
570      92
312     170
1491    157
1670     84
413     119
1273     52
600      80
869       0
1453    131
1449    124
Name: 1006, dtype: int64 0.000494
517) 504     252
815     234
296     225
348     246
261     127
811     130
192     195
11      107
658     250
1591    155
285       5
788     216
661     238
860     155
1499     56
831     119
48      141
854      17
1240    141
577     189
1517    178
1565     93
1519      8
1395     13
165      27
1024     95
1420    112
1114    165
1295    111
679     172
       ... 
1052    132
1016    255
1696    255
1337    229
282     214
1702    223
464     104
963     168
1596     38
1287     58
1599     59
1265    242
1534     28
118     142
276     168
472     224
768     120
632       4
1257    163
480      61
570     158
312     191
1491    234
1670    152
413     155
1273      4
600     127
869       6
1453    113
1449    170
Name: 1226, dtype: int64 0.000491
518) 504     111
815     137
296      77
348     168
261     221
811      88
192     116
11      243
658      84
1591     48
285     157
788      11
661      77
860     212
1499      2
831     136
48        0
854      44
1240    182
577     212
1517     96
1565      0
1519     66
1395    177
165     136
1024    222
1420     54
1114     35
1295     89
679      57
       ... 
1052    219
1016    255
1696    251
1337    115
282     187
1702    148
464     187
963     200
1596     59
1287     85
1599     68
1265     21
1534    149
118      98
276     241
472      96
768      18
632      73
1257     58
480     162
570      38
312     121
1491     60
1670    171
413      27
1273    255
600      30
869     255
1453      9
1449    238
Name: 2342, dtype: int64 0.000487
519) 504      60
815      40
296      59
348     158
261     195
811      62
192     106
11        0
658      56
1591    254
285     187
788       5
661      69
860       2
1499      0
831     132
48        0
854      32
1240    162
577     210
1517    151
1565      0
1519    255
1395     61
165      87
1024    222
1420     11
1114    191
1295     18
679      93
       ... 
1052     99
1016    255
1696    255
1337     34
282      68
1702    147
464     210
963     217
1596    216
1287     76
1599    186
1265     39
1534    156
118     111
276     241
472      56
768       9
632      65
1257    255
480     203
570      28
312     174
1491     52
1670    203
413      28
1273    255
600      49
869     255
1453     23
1449    226
Name: 2493, dtype: int64 0.000487
520) 504     116
815     182
296     191
348     127
261      98
811     158
192     120
11      204
658     184
1591    204
285     236
788      94
661     122
860      59
1499    245
831     137
48      221
854     131
1240    131
577     165
1517    129
1565    189
1519    137
1395    128
165      92
1024    222
1420    104
1114     99
1295      5
679     146
       ... 
1052    131
1016    235
1696     68
1337    178
282      61
1702    209
464      55
963     174
1596    219
1287     20
1599     80
1265    244
1534    164
118     181
276     104
472     209
768      71
632     193
1257    142
480      27
570     191
312      89
1491    193
1670     92
413     190
1273     49
600     166
869     255
1453     42
1449    159
Name: 373, dtype: int64 0.000486
521) 504     171
815      27
296     135
348     180
261      28
811     255
192     255
11      108
658      37
1591    114
285      96
788     156
661      74
860     124
1499     89
831     203
48      214
854     255
1240    131
577      77
1517     60
1565    255
1519    255
1395    252
165     189
1024     47
1420    230
1114    211
1295    158
679     133
       ... 
1052    155
1016    162
1696    255
1337    166
282     145
1702    108
464      51
963     187
1596    201
1287    149
1599    187
1265     88
1534    181
118     255
276      84
472      44
768     111
632      45
1257      3
480     117
570      78
312     255
1491    178
1670    224
413      96
1273    153
600     200
869      69
1453     69
1449     42
Name: 1496, dtype: int64 0.000484
522) 504      43
815     203
296     150
348     219
261      69
811     193
192     129
11      209
658      58
1591     12
285     177
788      93
661     146
860     177
1499     19
831     170
48      230
854     168
1240    106
577     154
1517    116
1565     32
1519     33
1395    103
165     189
1024     94
1420    131
1114    235
1295     75
679     178
       ... 
1052    232
1016    235
1696     49
1337    156
282     106
1702    230
464     104
963     168
1596     88
1287    169
1599    104
1265    182
1534     67
118     138
276      93
472     232
768     168
632     180
1257    143
480     155
570     163
312     162
1491    129
1670     45
413     165
1273    160
600     121
869     251
1453    226
1449     94
Name: 931, dtype: int64 0.000484
523) 504     243
815     239
296       9
348      12
261     189
811     138
192     126
11      134
658     162
1591     88
285     188
788     207
661     113
860     178
1499     91
831     122
48      154
854     220
1240    157
577     234
1517    219
1565     23
1519      9
1395    104
165      36
1024     96
1420     33
1114    139
1295     14
679     156
       ... 
1052    202
1016     34
1696    239
1337    232
282     219
1702    213
464     181
963     150
1596     48
1287    160
1599     62
1265    119
1534     93
118      91
276     141
472     248
768     227
632     252
1257    129
480     244
570     212
312      54
1491    224
1670     86
413     239
1273      4
600     170
869       8
1453    114
1449    142
Name: 1318, dtype: int64 0.000484
524) 504      62
815     255
296     248
348      31
261     255
811     255
192     255
11        0
658     239
1591    255
285     196
788     255
661     255
860       0
1499    226
831      39
48        0
854     255
1240    238
577     219
1517    208
1565      0
1519    255
1395    255
165     255
1024    222
1420    129
1114     90
1295    255
679     255
       ... 
1052     14
1016    255
1696    255
1337    104
282     255
1702    108
464     255
963      20
1596    187
1287    125
1599    255
1265    186
1534      6
118     255
276     102
472      65
768     211
632      34
1257    254
480      89
570     255
312     255
1491    146
1670    205
413     255
1273    255
600     255
869     255
1453    254
1449    165
Name: 201, dtype: int64 0.000482
525) 504     156
815      76
296     105
348     216
261     182
811      46
192     175
11       96
658     128
1591     39
285      87
788      50
661     116
860      34
1499     94
831     108
48       30
854      84
1240     22
577      56
1517    200
1565    255
1519     41
1395    185
165      27
1024     69
1420     76
1114    178
1295     30
679      32
       ... 
1052    218
1016    175
1696     18
1337    108
282     152
1702    187
464      16
963     225
1596     89
1287    147
1599     68
1265     50
1534    148
118      57
276      24
472     116
768      58
632      98
1257     24
480     204
570      29
312     132
1491     78
1670    131
413      28
1273    168
600      50
869     255
1453     27
1449     22
Name: 2040, dtype: int64 0.000482
526) 504     197
815      16
296      66
348     185
261     180
811      44
192      14
11      119
658     126
1591    255
285      75
788     102
661     174
860      48
1499    164
831     105
48      146
854     187
1240     19
577      42
1517     99
1565    114
1519    104
1395     59
165     226
1024     75
1420     22
1114    189
1295    141
679      29
       ... 
1052     15
1016     16
1696    255
1337    206
282      94
1702    219
464     209
963      28
1596     88
1287    136
1599     84
1265     81
1534     60
118      98
276     183
472     127
768     106
632     202
1257    130
480      69
570      90
312      24
1491     80
1670      4
413      60
1273    124
600      39
869     255
1453     92
1449    117
Name: 1863, dtype: int64 0.000480
527) 504     157
815      68
296      71
348     190
261     189
811      57
192      71
11      178
658      58
1591    255
285     179
788      13
661      92
860     205
1499    234
831     163
48      228
854     103
1240    176
577     201
1517     54
1565      1
1519    255
1395    111
165     123
1024    221
1420     78
1114    199
1295    255
679      80
       ... 
1052     49
1016    255
1696    255
1337     34
282     148
1702    148
464     152
963     198
1596    211
1287     11
1599    118
1265     24
1534    118
118      42
276     232
472     175
768      13
632     232
1257    255
480     200
570      32
312     187
1491     12
1670    203
413      55
1273    255
600      33
869     255
1453     28
1449    227
Name: 2482, dtype: int64 0.000480
528) 504     149
815     151
296      72
348     108
261     173
811      51
192      99
11      101
658      79
1591     47
285      83
788      49
661     142
860     146
1499    190
831     172
48       38
854     142
1240     67
577      95
1517    152
1565    177
1519    255
1395    151
165     209
1024     11
1420    100
1114    201
1295     76
679      32
       ... 
1052    234
1016    227
1696     49
1337     87
282     141
1702    211
464     140
963     216
1596     61
1287     82
1599     33
1265     21
1534    135
118      23
276       9
472     149
768      68
632     215
1257     27
480     188
570      61
312     146
1491     46
1670     89
413      28
1273     81
600      37
869      48
1453     54
1449     49
Name: 2083, dtype: int64 0.000479
529) 504     114
815     157
296      38
348     189
261     202
811      31
192      95
11      128
658     165
1591    255
285     120
788      51
661     186
860      88
1499    151
831     176
48      110
854     185
1240     18
577     114
1517    213
1565     65
1519    255
1395    165
165     211
1024     79
1420     74
1114     85
1295     59
679      46
       ... 
1052    139
1016     34
1696    255
1337     67
282     153
1702    168
464     213
963      13
1596     72
1287    118
1599     36
1265     19
1534     27
118      75
276     202
472     161
768     126
632     232
1257     64
480     201
570      56
312     103
1491     68
1670     72
413      31
1273     96
600      56
869     255
1453     86
1449    219
Name: 2113, dtype: int64 0.000479
530) 504     162
815     229
296      67
348     112
261      61
811      20
192      56
11      104
658      76
1591    139
285     129
788     187
661     165
860      54
1499     43
831      16
48      147
854     147
1240    187
577      27
1517    131
1565    132
1519     50
1395    134
165      33
1024    222
1420     66
1114    154
1295     18
679     208
       ... 
1052     86
1016    103
1696     61
1337    165
282     131
1702    217
464     168
963     204
1596     72
1287    202
1599    226
1265    162
1534    182
118      35
276      16
472     124
768     204
632     232
1257    183
480     196
570     131
312      42
1491    124
1670     46
413     233
1273    157
600     128
869     255
1453    116
1449     60
Name: 1012, dtype: int64 0.000478
531) 504     237
815     235
296     229
348     138
261      70
811     105
192     159
11       77
658      37
1591    136
285       1
788     204
661     169
860     152
1499     71
831     150
48      140
854     209
1240     74
577     235
1517    185
1565     93
1519     23
1395     16
165      27
1024     87
1420     34
1114    116
1295     32
679     133
       ... 
1052    172
1016    151
1696    133
1337    232
282     101
1702    200
464      42
963     200
1596     51
1287     56
1599     58
1265    140
1534     19
118      28
276     224
472     246
768     226
632       2
1257    114
480     243
570     211
312     194
1491    248
1670    131
413     238
1273      4
600     181
869      86
1453    192
1449    186
Name: 1327, dtype: int64 0.000478
532) 504     138
815       4
296     247
348      80
261      67
811     255
192     255
11      109
658      36
1591    143
285     120
788     255
661      63
860     183
1499      3
831     185
48        5
854     255
1240    154
577     141
1517     53
1565    255
1519    255
1395    255
165     189
1024    182
1420    212
1114    146
1295    137
679     241
       ... 
1052    159
1016    254
1696    255
1337    108
282     157
1702    108
464      60
963     157
1596    128
1287    188
1599    251
1265     79
1534    222
118     255
276     157
472     161
768     140
632      27
1257     66
480     105
570     255
312     255
1491    118
1670    229
413      88
1273    209
600     255
869     236
1453     99
1449     57
Name: 1548, dtype: int64 0.000477
533) 504     138
815       7
296      37
348      74
261     168
811      41
192      57
11      111
658      18
1591     34
285      96
788      56
661      63
860     224
1499    198
831     126
48      152
854     158
1240    233
577      16
1517    233
1565     32
1519     77
1395     17
165       7
1024     78
1420     45
1114     92
1295     80
679      18
       ... 
1052    228
1016     41
1696    231
1337    233
282      31
1702    226
464      12
963      11
1596    105
1287     69
1599     25
1265    239
1534    228
118      13
276       9
472      16
768      86
632     183
1257     47
480      83
570     138
312      99
1491    189
1670     93
413      27
1273    109
600       8
869     255
1453    157
1449     87
Name: 1825, dtype: int64 0.000477
534) 504      55
815     255
296     245
348      31
261     255
811     255
192     255
11        6
658     236
1591    255
285     187
788     255
661     255
860       9
1499    219
831     160
48        0
854     255
1240    210
577     219
1517    190
1565      0
1519    255
1395    255
165     255
1024    222
1420    133
1114    136
1295    255
679     255
       ... 
1052     12
1016    255
1696    255
1337    108
282     255
1702    108
464     255
963      20
1596    194
1287    136
1599    255
1265    189
1534     92
118     255
276      83
472      37
768     222
632      36
1257     56
480      88
570     255
312     255
1491    114
1670    205
413     255
1273    255
600     255
869     255
1453    250
1449    168
Name: 301, dtype: int64 0.000477
535) 504      32
815     110
296      51
348     207
261     223
811      66
192      86
11      211
658      66
1591    147
285     137
788      22
661     116
860     201
1499    217
831     195
48      201
854     131
1240    179
577     205
1517    224
1565    232
1519    255
1395     98
165     137
1024    106
1420     66
1114    219
1295    255
679      59
       ... 
1052    168
1016    255
1696    255
1337    118
282     180
1702    200
464     127
963     134
1596     48
1287     15
1599     19
1265     22
1534    113
118      31
276     216
472     146
768      17
632     213
1257    255
480     218
570      46
312     153
1491     27
1670    187
413      44
1273    208
600      52
869     255
1453     24
1449    227
Name: 2382, dtype: int64 0.000477
536) 504     215
815     144
296     133
348     234
261      62
811     104
192     164
11       82
658      40
1591    163
285      75
788      38
661      91
860      86
1499     74
831     133
48      192
854      82
1240     56
577      79
1517     31
1565    255
1519    255
1395    187
165     219
1024    149
1420    227
1114     56
1295    154
679     162
       ... 
1052    138
1016    255
1696    203
1337    232
282     152
1702    108
464     130
963     173
1596    199
1287     21
1599    168
1265    102
1534    218
118     163
276     174
472      80
768     119
632      64
1257      9
480     126
570      90
312     206
1491    224
1670    211
413      98
1273     69
600      48
869      21
1453    105
1449     43
Name: 1394, dtype: int64 0.000475
537) 504     178
815      75
296      81
348      89
261       9
811      76
192      69
11       27
658     124
1591    255
285      22
788      90
661      54
860      67
1499     74
831     146
48       77
854     120
1240    249
577      66
1517    104
1565    255
1519    226
1395    113
165     239
1024    126
1420    171
1114    131
1295    255
679      98
       ... 
1052    130
1016    255
1696     61
1337    219
282     179
1702    178
464     187
963     161
1596    167
1287    212
1599    143
1265    129
1534    208
118     164
276     108
472     201
768     120
632     113
1257    100
480     108
570      87
312     227
1491     62
1670    108
413     102
1273    137
600      85
869      13
1453    195
1449     79
Name: 1205, dtype: int64 0.000473
538) 504     204
815      42
296     109
348     210
261     161
811      77
192     178
11       92
658      41
1591     84
285      54
788     153
661      93
860      89
1499     58
831     190
48      213
854      46
1240     99
577      80
1517     26
1565    255
1519    227
1395    163
165     215
1024     27
1420    196
1114     61
1295    113
679      72
       ... 
1052    187
1016     60
1696    255
1337    232
282     138
1702    108
464      64
963     151
1596    184
1287    219
1599    100
1265     68
1534    201
118     176
276     202
472     185
768     109
632      66
1257     38
480      43
570      83
312     208
1491     71
1670    215
413     101
1273    115
600      13
869     255
1453     83
1449     54
Name: 1644, dtype: int64 0.000472
539) 504      53
815      56
296     206
348      40
261     193
811     255
192     255
11      173
658     230
1591    255
285     192
788     255
661      35
860     178
1499    221
831     148
48        0
854      35
1240    207
577      88
1517    185
1565      0
1519    238
1395    246
165     106
1024    222
1420    140
1114     79
1295    255
679     255
       ... 
1052     23
1016    255
1696    255
1337     90
282     255
1702    108
464     103
963     160
1596    156
1287    131
1599    255
1265    194
1534     13
118     255
276      81
472      46
768     134
632      56
1257    141
480     100
570     248
312     255
1491     92
1670    212
413     148
1273    255
600     193
869     255
1453    247
1449    167
Name: 303, dtype: int64 0.000472
540) 504     112
815     152
296     211
348     109
261      72
811     154
192     145
11        0
658     204
1591     70
285     184
788     118
661     161
860      54
1499     44
831     221
48      136
854     104
1240     80
577     144
1517    151
1565     36
1519    255
1395    111
165      76
1024    148
1420    205
1114     33
1295    255
679     133
       ... 
1052     76
1016    255
1696     47
1337    111
282      96
1702    112
464      41
963     166
1596    196
1287    207
1599    134
1265    193
1534    146
118     150
276      50
472     179
768      91
632     107
1257    255
480     146
570     170
312      58
1491    172
1670    118
413     213
1273    100
600     137
869      67
1453     48
1449    196
Name: 286, dtype: int64 0.000472
541) 504     172
815      20
296      56
348      32
261     162
811      61
192     107
11       95
658     105
1591     54
285      73
788     102
661      47
860      32
1499    106
831      94
48       54
854     131
1240     51
577      77
1517    179
1565    222
1519     34
1395     11
165     211
1024     46
1420    181
1114    145
1295     58
679      23
       ... 
1052    215
1016     42
1696     32
1337    233
282      64
1702    193
464      40
963     210
1596    100
1287    170
1599    255
1265     61
1534     96
118      82
276       8
472      12
768     160
632      50
1257    164
480      47
570      29
312     171
1491     53
1670     63
413      66
1273    113
600       8
869      13
1453    152
1449     36
Name: 1838, dtype: int64 0.000471
542) 504     223
815     161
296      28
348     157
261     155
811     104
192      91
11      138
658     199
1591     83
285     252
788     187
661      88
860      36
1499    162
831       9
48      168
854     217
1240    184
577      58
1517     79
1565    102
1519    255
1395    106
165      25
1024    113
1420     34
1114    189
1295    105
679     206
       ... 
1052    213
1016     48
1696    254
1337    232
282     131
1702    184
464     104
963     218
1596     47
1287     56
1599    147
1265    114
1534     93
118      26
276      67
472     253
768     237
632     245
1257     47
480     245
570     210
312      69
1491    251
1670    101
413     235
1273     84
600     215
869      14
1453    118
1449    106
Name: 1364, dtype: int64 0.000471
543) 504      88
815     111
296     140
348      96
261      93
811     152
192     138
11      136
658     238
1591    255
285     204
788     104
661     116
860      44
1499    231
831     138
48        4
854      68
1240    201
577     144
1517     81
1565    207
1519     39
1395     73
165      90
1024     54
1420    177
1114    184
1295    255
679     115
       ... 
1052    228
1016     25
1696    255
1337    178
282     220
1702    108
464      67
963      10
1596    117
1287    206
1599    255
1265    211
1534     83
118     172
276      68
472     227
768      47
632     170
1257    242
480     144
570     125
312      71
1491    112
1670    223
413     163
1273     95
600     169
869     255
1453     92
1449    177
Name: 360, dtype: int64 0.000471
544) 504     133
815     121
296      83
348     177
261     226
811     239
192     255
11        0
658      79
1591     81
285     178
788       4
661      58
860       7
1499      0
831      92
48        0
854      75
1240    152
577     205
1517    177
1565      0
1519    186
1395    183
165     124
1024    222
1420     55
1114     75
1295     71
679      56
       ... 
1052    211
1016    255
1696    154
1337    111
282     206
1702    149
464     190
963     188
1596     55
1287    101
1599     97
1265     47
1534    156
118     255
276     246
472     101
768      15
632      46
1257    192
480     149
570      41
312     255
1491     16
1670     46
413      26
1273    255
600      47
869     255
1453     13
1449    228
Name: 2345, dtype: int64 0.000470
545) 504      36
815     207
296     160
348     149
261      33
811     191
192      29
11       82
658      82
1591     45
285     211
788     141
661     152
860     110
1499     11
831     176
48       54
854     176
1240    101
577     174
1517    188
1565     95
1519     37
1395    120
165     180
1024     33
1420    127
1114     95
1295     24
679     174
       ... 
1052    216
1016     95
1696     72
1337     60
282      78
1702    193
464     139
963     215
1596     73
1287    107
1599     85
1265    207
1534     60
118     154
276     134
472     225
768     149
632       7
1257    174
480      25
570     162
312     162
1491    200
1670    133
413     156
1273      4
600     136
869      42
1453    174
1449     87
Name: 874, dtype: int64 0.000470
546) 504     191
815     206
296     130
348     232
261      62
811     110
192      70
11       81
658      42
1591     33
285      81
788     106
661     116
860     161
1499     67
831     104
48      235
854      63
1240    115
577      94
1517     90
1565    227
1519    255
1395     21
165     226
1024    103
1420    237
1114    216
1295    157
679     178
       ... 
1052    108
1016    255
1696    168
1337    232
282     113
1702    108
464     120
963      73
1596     50
1287    103
1599    238
1265    117
1534    195
118     131
276     163
472      54
768      99
632      87
1257      8
480     138
570      98
312     179
1491    221
1670    192
413     115
1273     92
600     124
869       8
1453    153
1449     22
Name: 1342, dtype: int64 0.000470
547) 504     106
815      99
296     224
348      44
261     116
811     233
192     255
11        0
658     137
1591    255
285      36
788      47
661     218
860       0
1499    108
831     248
48      225
854      87
1240     63
577     109
1517     31
1565      3
1519    255
1395    207
165      68
1024    222
1420    226
1114     77
1295    255
679      90
       ... 
1052     24
1016    255
1696    105
1337    207
282      28
1702    108
464      40
963     217
1596    239
1287    202
1599    177
1265    163
1534    185
118     255
276      24
472     184
768     201
632      33
1257    255
480     124
570     120
312     255
1491    158
1670    250
413     131
1273    255
600      92
869     255
1453    195
1449    222
Name: 345, dtype: int64 0.000468
548) 504     202
815       2
296     100
348     144
261     160
811     255
192     255
11       81
658      32
1591     98
285      94
788     174
661      66
860     112
1499     71
831     185
48       57
854     255
1240    164
577      26
1517     15
1565    255
1519    255
1395    252
165     179
1024    122
1420    203
1114     72
1295    139
679      27
       ... 
1052    171
1016     82
1696    255
1337    166
282     140
1702    108
464      78
963     151
1596    207
1287    123
1599    141
1265     71
1534    235
118     255
276     166
472     177
768     104
632      43
1257      5
480      82
570      79
312     255
1491     36
1670    225
413      92
1273    147
600      12
869     255
1453     58
1449    104
Name: 1646, dtype: int64 0.000468
549) 504      31
815     207
296     150
348     157
261      39
811     192
192      25
11      111
658      73
1591     58
285     214
788     126
661     183
860     168
1499     12
831     118
48       44
854     162
1240    122
577     159
1517    167
1565    102
1519     43
1395    120
165     182
1024     50
1420    134
1114    141
1295     14
679     175
       ... 
1052    230
1016    240
1696     47
1337    215
282      71
1702    170
464     147
963     208
1596     91
1287     93
1599     54
1265    210
1534     64
118     151
276     181
472     228
768     164
632       7
1257    233
480      29
570     167
312     167
1491    207
1670     73
413     186
1273      4
600     126
869      20
1453    182
1449     89
Name: 924, dtype: int64 0.000467
550) 504     207
815     225
296     213
348     149
261      32
811     102
192     178
11       47
658       8
1591     45
285     184
788      93
661      18
860     226
1499    173
831      51
48       89
854      10
1240     91
577      87
1517     90
1565     94
1519     47
1395     44
165      30
1024     95
1420     62
1114     80
1295    103
679     201
       ... 
1052    201
1016    147
1696     11
1337    232
282      29
1702    109
464     189
963      23
1596    164
1287     92
1599     82
1265     86
1534      4
118      43
276      79
472     199
768     235
632     253
1257     59
480     107
570     211
312      78
1491    230
1670     48
413     197
1273    103
600     221
869     255
1453    209
1449     53
Name: 1483, dtype: int64 0.000467
551) 504     205
815      67
296      65
348     104
261      40
811     255
192     255
11       24
658     134
1591    255
285      65
788     132
661      43
860      91
1499    109
831     158
48       61
854      84
1240    245
577      63
1517     71
1565    255
1519    255
1395    143
165     239
1024    166
1420    157
1114    135
1295    255
679     176
       ... 
1052    111
1016    255
1696    110
1337    218
282     238
1702    103
464     184
963     212
1596    136
1287    167
1599    117
1265    129
1534    187
118     255
276     121
472     164
768     133
632     105
1257     47
480      92
570      81
312     255
1491    217
1670    117
413      99
1273    105
600      77
869      53
1453    190
1449     61
Name: 1254, dtype: int64 0.000466
552) 504       5
815     255
296     243
348      44
261     255
811     255
192     255
11      122
658     206
1591    255
285     116
788     255
661     255
860      71
1499    222
831      77
48        2
854     255
1240    250
577     212
1517     69
1565    255
1519    255
1395    255
165     255
1024    199
1420    157
1114     93
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337     92
282     255
1702    108
464     255
963      81
1596    177
1287    194
1599    167
1265    134
1534    118
118     255
276      49
472     192
768     228
632      64
1257    228
480      92
570     255
312     255
1491    156
1670    172
413     255
1273    170
600     255
869     191
1453    230
1449    141
Name: 901, dtype: int64 0.000465
553) 504     181
815     186
296     209
348     108
261     224
811     178
192     153
11      223
658     193
1591    128
285     233
788     119
661     171
860      84
1499    220
831     173
48      225
854     106
1240    159
577     185
1517    132
1565    214
1519    255
1395    147
165      68
1024     56
1420    198
1114     78
1295    255
679     152
       ... 
1052     58
1016    255
1696     71
1337     23
282      57
1702    110
464     232
963     153
1596    238
1287    219
1599    246
1265    216
1534     85
118     189
276      66
472      65
768     110
632     174
1257    255
480      67
570     189
312      23
1491    129
1670    232
413     213
1273     73
600     174
869     255
1453    208
1449    215
Name: 127, dtype: int64 0.000464
554) 504      61
815     177
296      43
348     208
261     223
811      63
192      84
11        0
658     125
1591    255
285     106
788      73
661     173
860      41
1499    127
831     171
48      105
854     194
1240     25
577      24
1517    181
1565     23
1519    255
1395    184
165     149
1024    171
1420     48
1114    200
1295    255
679     111
       ... 
1052    179
1016    105
1696    255
1337    125
282     183
1702    175
464     113
963      74
1596     58
1287     11
1599     24
1265     14
1534    217
118      60
276     214
472     144
768      83
632     227
1257     95
480     117
570      43
312     115
1491     73
1670    171
413      21
1273    215
600      63
869     255
1453     31
1449    243
Name: 2315, dtype: int64 0.000463
555) 504     105
815     165
296     203
348     102
261      63
811     154
192     142
11      221
658     224
1591     50
285     194
788      92
661     153
860     189
1499    143
831     244
48       90
854     108
1240    111
577     151
1517     89
1565     67
1519    255
1395    114
165      78
1024    101
1420    208
1114     36
1295    255
679     138
       ... 
1052    149
1016    255
1696     37
1337    207
282      72
1702    116
464      19
963     128
1596    179
1287    197
1599     78
1265    215
1534    188
118     157
276      40
472     204
768     194
632     127
1257    255
480     174
570     180
312      67
1491     91
1670     77
413     203
1273     79
600     153
869     146
1453     34
1449    215
Name: 334, dtype: int64 0.000459
556) 504     135
815     130
296      71
348     188
261     175
811      75
192      80
11       85
658      76
1591     41
285     100
788      42
661     178
860     230
1499    194
831     154
48      166
854     145
1240     28
577     204
1517    119
1565    255
1519    255
1395    161
165     181
1024    125
1420     99
1114    196
1295    125
679      49
       ... 
1052    205
1016    255
1696    151
1337     58
282     153
1702    188
464     131
963     174
1596     50
1287     79
1599     26
1265     15
1534    227
118      24
276     204
472      88
768      33
632     206
1257     24
480     172
570      40
312     144
1491     78
1670     99
413      25
1273    116
600      65
869     139
1453     75
1449    217
Name: 2181, dtype: int64 0.000458
557) 504     132
815       2
296      80
348      71
261     179
811     255
192     255
11       82
658      33
1591    193
285     117
788     255
661     181
860     166
1499      3
831     117
48        0
854     255
1240    136
577      96
1517     56
1565    255
1519    255
1395    177
165     171
1024    222
1420    189
1114    125
1295    108
679      43
       ... 
1052    176
1016    255
1696    255
1337    108
282     193
1702    108
464     112
963     154
1596    180
1287     79
1599    255
1265     72
1534    144
118     255
276      42
472     139
768     167
632      36
1257     73
480      31
570     166
312     255
1491     38
1670    231
413      83
1273    216
600     254
869     255
1453     49
1449     71
Name: 1747, dtype: int64 0.000458
558) 504     241
815     204
296     136
348     230
261      15
811     152
192     194
11       65
658     139
1591     67
285     246
788     145
661     194
860     172
1499     89
831     141
48      198
854     214
1240    104
577     151
1517     65
1565     43
1519     55
1395     53
165      26
1024    222
1420    234
1114    205
1295     90
679      80
       ... 
1052    121
1016    167
1696      7
1337    168
282     203
1702    123
464     137
963     158
1596     67
1287     48
1599    184
1265    128
1534    212
118      33
276     196
472      78
768     137
632     167
1257    255
480     157
570     147
312     177
1491    180
1670    145
413     153
1273    155
600      94
869      25
1453    152
1449    106
Name: 1187, dtype: int64 0.000456
559) 504      58
815     140
296     132
348     113
261      74
811     138
192      21
11      127
658     207
1591    255
285     194
788     133
661     117
860     129
1499    107
831     158
48      175
854     130
1240    161
577     148
1517     84
1565    208
1519     64
1395    181
165     119
1024    221
1420     94
1114    168
1295      5
679     112
       ... 
1052    193
1016     24
1696    127
1337    104
282      62
1702    108
464      82
963     196
1596    217
1287    238
1599    255
1265    224
1534    226
118      32
276      70
472      60
768      41
632     183
1257    156
480     137
570     162
312     106
1491    189
1670     78
413     177
1273    113
600     166
869     255
1453    106
1449    155
Name: 564, dtype: int64 0.000456
560) 504     223
815      24
296      84
348     105
261     233
811     255
192     255
11        1
658     209
1591    255
285     123
788     255
661      40
860       0
1499     33
831      78
48      197
854      40
1240     91
577      43
1517    118
1565    246
1519    255
1395      7
165     235
1024    178
1420     30
1114     71
1295    141
679     255
       ... 
1052    110
1016    255
1696    255
1337    231
282     255
1702    108
464     224
963     191
1596    156
1287    226
1599    251
1265     55
1534     77
118     255
276     164
472      78
768     189
632      87
1257    255
480      11
570     240
312     255
1491     34
1670     11
413      64
1273    225
600      68
869     255
1453      4
1449    213
Name: 1803, dtype: int64 0.000455
561) 504     158
815      86
296     108
348      14
261       7
811      17
192      73
11       37
658       8
1591     60
285      45
788      94
661      13
860      36
1499    186
831      41
48       30
854      20
1240    122
577     195
1517     60
1565     94
1519      2
1395     90
165      19
1024     76
1420     22
1114    184
1295    255
679     191
       ... 
1052     46
1016     14
1696    255
1337    232
282      10
1702    118
464      20
963     182
1596     79
1287     69
1599    255
1265     97
1534     57
118      44
276      63
472     218
768     222
632     194
1257     92
480     226
570     105
312      54
1491    156
1670     80
413      69
1273    116
600     209
869     118
1453    117
1449    123
Name: 1564, dtype: int64 0.000454
562) 504     236
815     224
296     161
348     182
261     121
811     186
192     193
11      125
658     209
1591     54
285       2
788     182
661     231
860      49
1499     41
831     110
48      143
854      16
1240    119
577     155
1517    144
1565    122
1519      5
1395     31
165      35
1024     94
1420    114
1114    237
1295     93
679      63
       ... 
1052    136
1016    255
1696    255
1337    170
282     212
1702    247
464     174
963     179
1596    162
1287     68
1599     71
1265    183
1534     40
118     152
276     164
472     221
768     124
632       7
1257     84
480      37
570     158
312     187
1491    231
1670     39
413     168
1273      7
600     126
869     132
1453    178
1449    175
Name: 1175, dtype: int64 0.000454
563) 504      35
815     208
296     157
348     205
261     201
811     196
192     126
11      201
658      51
1591     52
285     189
788     103
661     148
860     176
1499     25
831     154
48      204
854     173
1240    168
577     159
1517    115
1565     73
1519     36
1395    100
165     202
1024     92
1420    114
1114    154
1295     21
679     179
       ... 
1052    240
1016    252
1696    128
1337    114
282     111
1702    215
464     115
963     177
1596     56
1287    114
1599     66
1265    173
1534     40
118     189
276     160
472     224
768     188
632     183
1257    255
480      23
570     176
312     163
1491    231
1670     46
413     201
1273    144
600     114
869     255
1453    230
1449    151
Name: 980, dtype: int64 0.000453
564) 504     156
815     146
296     208
348     107
261      84
811     151
192     143
11        0
658     187
1591     57
285     184
788     117
661     129
860      51
1499     79
831     243
48       61
854      84
1240     96
577     165
1517    148
1565     41
1519    255
1395     70
165      77
1024    205
1420    210
1114     54
1295    255
679     126
       ... 
1052     66
1016    255
1696     85
1337    111
282      99
1702    108
464     219
963     166
1596    131
1287    100
1599    155
1265    183
1534    184
118     147
276      53
472     177
768      73
632      99
1257    255
480     165
570     175
312      56
1491    139
1670    165
413     201
1273     26
600     136
869      34
1453     59
1449    178
Name: 287, dtype: int64 0.000453
565) 504     231
815      60
296     255
348      24
261     114
811     255
192     255
11        0
658     187
1591    255
285      26
788     255
661      82
860       0
1499     21
831      95
48        0
854     255
1240     69
577     255
1517      5
1565      0
1519    255
1395    255
165      56
1024    222
1420    186
1114    126
1295    255
679     255
       ... 
1052     26
1016    255
1696    255
1337     45
282     244
1702    108
464     202
963     169
1596     94
1287    218
1599    255
1265    145
1534    105
118     255
276      92
472       5
768     254
632      13
1257    255
480      92
570     255
312     255
1491    109
1670    228
413     121
1273    255
600     255
869     255
1453    249
1449    202
Name: 99, dtype: int64 0.000453
566) 504      28
815     206
296     165
348     204
261      66
811     172
192     145
11      219
658      57
1591     13
285     188
788     120
661     148
860     177
1499     17
831     162
48      218
854     159
1240    201
577     160
1517    124
1565     51
1519     21
1395    105
165     198
1024     95
1420    129
1114    201
1295     39
679     181
       ... 
1052    242
1016    239
1696     68
1337    131
282     103
1702    241
464     103
963     158
1596     88
1287    152
1599     53
1265    174
1534     39
118     177
276      99
472     232
768     170
632     195
1257    148
480      64
570     174
312     160
1491    199
1670     80
413     202
1273    183
600     114
869     247
1453    228
1449     90
Name: 930, dtype: int64 0.000452
567) 504      84
815     194
296      58
348     206
261     205
811      54
192      76
11      246
658     150
1591    255
285     130
788      67
661     209
860     233
1499    123
831     145
48       31
854     176
1240    164
577     207
1517    181
1565    151
1519    255
1395    182
165     166
1024     86
1420     98
1114    220
1295    255
679      66
       ... 
1052     38
1016     69
1696    255
1337    104
282     173
1702    119
464     184
963     176
1596     56
1287     32
1599     23
1265     42
1534    241
118      70
276     215
472     127
768     100
632     227
1257    129
480      46
570      50
312     128
1491    141
1670    121
413      19
1273    155
600      87
869     255
1453     93
1449    243
Name: 2270, dtype: int64 0.000452
568) 504      68
815     222
296     156
348     167
261      97
811     134
192      63
11      103
658      65
1591     80
285     206
788     126
661     228
860     120
1499     28
831     135
48      166
854      15
1240    150
577     149
1517    119
1565     62
1519     55
1395    123
165     125
1024     98
1420    118
1114     97
1295     20
679     164
       ... 
1052    116
1016    255
1696    177
1337    198
282      94
1702    176
464     150
963     212
1596    131
1287     85
1599     56
1265    214
1534     55
118     115
276     149
472     219
768     128
632     196
1257     57
480      38
570     170
312     180
1491    223
1670     76
413     152
1273      5
600     123
869     115
1453    167
1449    189
Name: 1073, dtype: int64 0.000451
569) 504     126
815      69
296      25
348     199
261     196
811      28
192      88
11      174
658     178
1591    255
285      87
788      60
661     183
860      55
1499    150
831     153
48      125
854     194
1240     50
577      59
1517    124
1565     79
1519    255
1395    150
165     211
1024     69
1420     60
1114    185
1295    125
679      26
       ... 
1052    142
1016    132
1696    255
1337     52
282     136
1702    189
464     158
963      29
1596     38
1287    137
1599     42
1265     38
1534     40
118      91
276     220
472     159
768      70
632     227
1257     65
480     198
570      57
312     115
1491     72
1670     61
413      43
1273    117
600      42
869     255
1453     57
1449    217
Name: 2064, dtype: int64 0.000451
570) 504     245
815     202
296     132
348     240
261       4
811      56
192      62
11       84
658      61
1591     33
285     184
788     159
661      30
860     230
1499     67
831     145
48      230
854      48
1240     57
577     104
1517     44
1565    165
1519    255
1395     37
165      51
1024    187
1420    231
1114     16
1295    152
679     180
       ... 
1052    147
1016    255
1696    210
1337    232
282     112
1702    108
464     122
963     109
1596     30
1287     82
1599    195
1265    123
1534    202
118       5
276     177
472     154
768      73
632     107
1257     18
480     124
570     132
312     177
1491    233
1670    175
413     116
1273    122
600     148
869      11
1453    173
1449     41
Name: 1291, dtype: int64 0.000451
571) 504     211
815     121
296      91
348      10
261       3
811     100
192     177
11      111
658      26
1591    123
285     247
788     202
661      24
860     151
1499    112
831      97
48      150
854     194
1240     31
577      74
1517    197
1565     31
1519     41
1395     85
165      10
1024     92
1420     79
1114    140
1295     54
679     214
       ... 
1052    178
1016    144
1696    255
1337    232
282      20
1702    118
464      99
963     164
1596     20
1287     20
1599    142
1265    101
1534     71
118      91
276     134
472     229
768     226
632     241
1257    106
480     163
570     210
312      64
1491    245
1670     50
413     214
1273     62
600     217
869     139
1453    142
1449    123
Name: 1470, dtype: int64 0.000450
572) 504      25
815     152
296     190
348      36
261     255
811     255
192     255
11      161
658     225
1591    255
285     156
788     255
661     255
860     104
1499    228
831      24
48        0
854     198
1240    154
577      73
1517    199
1565      3
1519    255
1395    255
165     205
1024    222
1420    151
1114    208
1295    151
679     255
       ... 
1052     17
1016    255
1696    255
1337     52
282     255
1702    108
464     255
963      20
1596    138
1287    236
1599    171
1265    187
1534    100
118     255
276     114
472     128
768     101
632      56
1257     23
480      92
570     255
312     255
1491     95
1670    208
413     124
1273    222
600     255
869      35
1453    240
1449     86
Name: 502, dtype: int64 0.000450
573) 504      93
815     173
296      35
348     199
261     203
811      30
192      95
11        6
658     174
1591    255
285     105
788      54
661     192
860     195
1499    154
831     177
48      135
854     177
1240     12
577     148
1517    216
1565     55
1519    255
1395    146
165     203
1024     36
1420     62
1114    138
1295     60
679      48
       ... 
1052    144
1016     37
1696    255
1337     37
282     140
1702    167
464     220
963      48
1596     64
1287    108
1599     32
1265     24
1534     48
118      75
276     220
472     167
768     132
632     227
1257    144
480     199
570      52
312     125
1491     49
1670     72
413      32
1273    181
600      51
869     255
1453    111
1449    188
Name: 2112, dtype: int64 0.000448
574) 504     134
815     221
296     154
348     167
261     143
811      69
192     141
11      109
658      84
1591     83
285     174
788     127
661     205
860     158
1499     37
831     189
48       79
854     216
1240     66
577     167
1517    214
1565     82
1519     22
1395     65
165      28
1024     97
1420     79
1114     49
1295     35
679      70
       ... 
1052    141
1016    253
1696    255
1337    120
282     151
1702    167
464     164
963     167
1596     21
1287    115
1599     52
1265    159
1534     40
118      54
276     177
472     212
768     128
632     208
1257    224
480      61
570     146
312     180
1491    223
1670    163
413     193
1273     24
600     131
869     235
1453    219
1449    164
Name: 1129, dtype: int64 0.000447
575) 504     153
815      74
296      67
348     213
261     175
811      86
192     127
11      236
658     110
1591     47
285     146
788      38
661      80
860     228
1499      2
831      34
48        0
854      40
1240     39
577     202
1517    193
1565      0
1519     47
1395    178
165     153
1024    222
1420     13
1114     54
1295     47
679      44
       ... 
1052    213
1016    255
1696    132
1337    114
282     194
1702    137
464     192
963     252
1596    115
1287     92
1599     33
1265     24
1534    138
118      77
276     246
472      91
768      38
632      72
1257     24
480      24
570      44
312     120
1491     47
1670     92
413      21
1273    255
600      78
869     255
1453      4
1449    253
Name: 2243, dtype: int64 0.000446
576) 504      71
815     141
296     145
348     242
261       2
811     165
192     112
11       53
658      59
1591    123
285      66
788     103
661     147
860     223
1499    144
831     188
48      241
854     162
1240     57
577     104
1517     62
1565     29
1519    255
1395     44
165     177
1024    181
1420    236
1114     28
1295    103
679     168
       ... 
1052     33
1016    255
1696    255
1337    201
282     137
1702    108
464     128
963      23
1596    129
1287     46
1599    114
1265    134
1534    174
118      23
276     205
472      53
768     113
632      93
1257      7
480     131
570     107
312     165
1491    216
1670    159
413     123
1273    106
600      86
869       5
1453     90
1449      7
Name: 1141, dtype: int64 0.000444
577) 504      90
815      39
296      82
348     126
261     170
811      76
192      99
11      106
658     129
1591     67
285      56
788     110
661     146
860     149
1499    105
831     100
48       72
854     151
1240    228
577      39
1517    189
1565    152
1519     40
1395     27
165     189
1024     71
1420    183
1114    103
1295     58
679      15
       ... 
1052    215
1016     75
1696     42
1337    233
282      57
1702    230
464      46
963     179
1596    222
1287     62
1599    255
1265     60
1534    233
118       3
276      53
472      16
768     179
632      47
1257    255
480      56
570      16
312     156
1491     60
1670     81
413      49
1273     75
600       4
869       6
1453    145
1449     54
Name: 1836, dtype: int64 0.000444
578) 504      82
815     176
296     165
348     130
261      83
811     146
192     110
11      118
658     191
1591    255
285     201
788     130
661     141
860     187
1499    203
831     234
48       97
854     151
1240    160
577     153
1517    198
1565    136
1519     29
1395    119
165     107
1024    187
1420    133
1114    243
1295      6
679     131
       ... 
1052    123
1016     52
1696     62
1337    112
282     127
1702    217
464      96
963     131
1596    165
1287     32
1599    168
1265    233
1534    139
118     187
276     106
472     119
768     124
632     183
1257    147
480      61
570     177
312      80
1491    203
1670     83
413     204
1273     46
600     169
869     255
1453     53
1449    191
Name: 519, dtype: int64 0.000444
579) 504     125
815     198
296     193
348     123
261      84
811     146
192     102
11      205
658     130
1591     84
285     226
788      79
661     148
860     130
1499    247
831      89
48      214
854     152
1240    183
577     174
1517     87
1565    110
1519     62
1395     29
165      95
1024    178
1420    119
1114    106
1295    255
679     137
       ... 
1052    157
1016     58
1696     43
1337    115
282      31
1702    210
464      99
963     210
1596    200
1287     28
1599    163
1265    245
1534    121
118     175
276     113
472      46
768      54
632     157
1257    255
480      29
570     182
312     103
1491    150
1670    170
413     199
1273     93
600     175
869     228
1453     46
1449    165
Name: 476, dtype: int64 0.000444
580) 504     249
815     155
296     143
348     235
261      16
811     161
192     136
11       72
658     206
1591     82
285     134
788     106
661     134
860     192
1499    120
831     186
48      160
854     212
1240    140
577     112
1517     49
1565     14
1519    116
1395     51
165     188
1024    222
1420    235
1114     38
1295     90
679      63
       ... 
1052     55
1016    254
1696    215
1337    135
282     192
1702     81
464     136
963     122
1596     29
1287    168
1599     71
1265    134
1534    191
118      37
276     202
472      60
768     119
632     144
1257    236
480     145
570     116
312     169
1491    130
1670    145
413     161
1273    115
600      95
869      11
1453    163
1449     10
Name: 1139, dtype: int64 0.000443
581) 504     217
815     233
296     234
348     175
261      53
811     109
192     156
11       42
658      11
1591    255
285       7
788     193
661       8
860     145
1499     79
831      32
48      151
854       3
1240     17
577     236
1517    142
1565     75
1519     40
1395     19
165      36
1024     70
1420     86
1114    109
1295    171
679     198
       ... 
1052    194
1016    255
1696    197
1337    232
282      20
1702    253
464      76
963     169
1596     14
1287     43
1599    105
1265    137
1534     21
118     122
276     164
472     251
768     243
632       0
1257     53
480     245
570     217
312     195
1491    253
1670     51
413     203
1273     16
600     217
869      38
1453    169
1449    169
Name: 1375, dtype: int64 0.000442
582) 504     246
815     161
296     145
348     237
261      42
811     142
192      83
11       79
658      68
1591     14
285     130
788     111
661     157
860     152
1499     80
831      69
48      107
854     214
1240    138
577     120
1517     49
1565     42
1519    155
1395     57
165     151
1024    222
1420    222
1114    113
1295     81
679     159
       ... 
1052     44
1016    255
1696     60
1337     74
282     115
1702    155
464     112
963     172
1596     26
1287     25
1599     96
1265    137
1534    175
118     123
276     199
472     187
768     137
632     157
1257    255
480     155
570     128
312     167
1491    105
1670    126
413     137
1273     93
600      95
869     105
1453    203
1449     62
Name: 1088, dtype: int64 0.000441
583) 504     142
815     153
296      57
348     212
261     180
811      79
192      68
11      196
658     128
1591    192
285     146
788      50
661     208
860     175
1499    130
831      39
48       90
854     174
1240    212
577     215
1517    137
1565    255
1519    255
1395    172
165     197
1024    108
1420    104
1114    224
1295     73
679      62
       ... 
1052     46
1016     20
1696    163
1337     97
282     175
1702    125
464     184
963     213
1596     22
1287    103
1599     20
1265     22
1534    247
118      87
276      63
472      87
768      69
632     227
1257    244
480      63
570      61
312     127
1491    147
1670     96
413      44
1273    116
600     101
869     255
1453    144
1449    226
Name: 2224, dtype: int64 0.000440
584) 504     136
815     116
296      77
348     189
261     156
811      87
192     107
11      143
658      77
1591     43
285     133
788      64
661     121
860     143
1499    148
831      37
48      163
854      87
1240    171
577     209
1517    125
1565    220
1519    174
1395    170
165     183
1024     47
1420     82
1114    189
1295     75
679      60
       ... 
1052    234
1016    255
1696    171
1337    112
282     183
1702    203
464     184
963     187
1596     81
1287     69
1599     28
1265     12
1534    126
118      51
276     223
472      92
768      37
632     183
1257     45
480      63
570      58
312     147
1491     56
1670    128
413      40
1273     36
600      64
869     255
1453     85
1449    253
Name: 2236, dtype: int64 0.000440
585) 504      21
815     147
296       8
348      39
261      24
811     128
192      21
11       94
658     113
1591    184
285     114
788     197
661     131
860      37
1499     29
831      97
48      110
854     118
1240    113
577     131
1517     81
1565    128
1519     41
1395    141
165     220
1024    171
1420     46
1114    117
1295     46
679     111
       ... 
1052     72
1016     38
1696    134
1337    215
282      78
1702    178
464      85
963     182
1596    149
1287    214
1599    252
1265    161
1534    218
118     159
276       5
472     217
768     156
632      14
1257    147
480     162
570     202
312      75
1491    206
1670     75
413     152
1273     57
600     124
869     255
1453    139
1449    121
Name: 913, dtype: int64 0.000440
586) 504     174
815     171
296     156
348     238
261     179
811     192
192     134
11      125
658      59
1591      7
285     138
788     111
661     120
860     107
1499     45
831     152
48       51
854     139
1240    209
577     133
1517     36
1565     45
1519     47
1395     83
165     204
1024    222
1420    229
1114    206
1295     72
679     175
       ... 
1052     73
1016    150
1696     21
1337    212
282     111
1702    211
464      85
963     166
1596    204
1287     98
1599     79
1265    169
1534    148
118     104
276      33
472     229
768     159
632     157
1257    155
480     164
570     147
312     155
1491    115
1670     59
413     170
1273    116
600     102
869     249
1453    228
1449     10
Name: 936, dtype: int64 0.000438
587) 504     165
815      73
296      99
348     229
261     173
811      66
192     178
11       82
658     111
1591     35
285     120
788      36
661     119
860      44
1499      2
831      95
48        0
854      53
1240    197
577      56
1517    233
1565    198
1519     45
1395    185
165     194
1024    177
1420     15
1114    219
1295     29
679      69
       ... 
1052    205
1016    198
1696     21
1337    108
282     149
1702    108
464     162
963     181
1596    161
1287    156
1599    138
1265     47
1534    144
118      66
276      43
472     103
768      50
632      72
1257     53
480     207
570      32
312     130
1491     45
1670     65
413      34
1273    214
600      32
869     255
1453     24
1449     22
Name: 2043, dtype: int64 0.000437
588) 504     110
815     164
296     195
348     105
261      62
811     148
192     136
11      234
658     221
1591     52
285     189
788      84
661     126
860     170
1499    125
831     243
48      121
854     106
1240    121
577     147
1517     77
1565     65
1519    255
1395     78
165      84
1024    147
1420    211
1114     44
1295    255
679     132
       ... 
1052    155
1016    232
1696     34
1337    178
282      29
1702    173
464      12
963     191
1596    176
1287    161
1599     46
1265    203
1534    200
118     160
276     136
472     202
768     205
632     168
1257    255
480     171
570     180
312      76
1491     81
1670    116
413     197
1273    107
600     150
869     164
1453     36
1449    112
Name: 384, dtype: int64 0.000437
589) 504     156
815     113
296      56
348     189
261     173
811      42
192      59
11       90
658     133
1591     54
285     122
788      37
661     217
860      45
1499    138
831     126
48       33
854     178
1240    213
577     102
1517    136
1565    255
1519    255
1395    165
165     210
1024     50
1420     50
1114    218
1295    132
679      35
       ... 
1052     45
1016     24
1696     86
1337    116
282     147
1702    187
464     199
963      23
1596     65
1287     49
1599     32
1265     36
1534    220
118      96
276      36
472     151
768      29
632     224
1257    245
480     190
570      67
312     137
1491    159
1670     72
413      30
1273     92
600      46
869     255
1453     61
1449     82
Name: 2124, dtype: int64 0.000437
590) 504     160
815     158
296      45
348     179
261     193
811      82
192     137
11       63
658     123
1591     74
285      50
788     172
661     184
860      74
1499     59
831     213
48       93
854     186
1240    203
577      70
1517      0
1565    101
1519     73
1395     95
165      46
1024    124
1420     25
1114    224
1295    144
679      76
       ... 
1052     31
1016     29
1696    255
1337    232
282     182
1702    121
464     175
963     110
1596     73
1287     57
1599    255
1265     85
1534     58
118      22
276     164
472     177
768      94
632     224
1257    249
480      52
570     105
312      39
1491    106
1670     37
413      91
1273    117
600     180
869     223
1453    112
1449    113
Name: 1663, dtype: int64 0.000436
591) 504     106
815     203
296     150
348      11
261     153
811      25
192      23
11       81
658       4
1591    148
285     193
788     191
661      60
860     116
1499    166
831      12
48      163
854      11
1240    183
577     222
1517    222
1565     45
1519     46
1395     68
165       9
1024     74
1420     65
1114    165
1295     83
679     119
       ... 
1052    201
1016    149
1696    255
1337    232
282      14
1702    144
464      41
963     172
1596    180
1287     22
1599    255
1265    163
1534     46
118      62
276      13
472      75
768      98
632      12
1257    156
480      86
570     169
312      69
1491    205
1670     75
413     151
1273    109
600     210
869     255
1453    151
1449    109
Name: 1621, dtype: int64 0.000435
592) 504     140
815     191
296     205
348     112
261     119
811     167
192     117
11      255
658     162
1591     84
285     218
788     121
661     169
860      97
1499    168
831      85
48      253
854     112
1240    106
577     172
1517    128
1565    115
1519    255
1395     69
165      81
1024    127
1420    189
1114     98
1295    255
679     142
       ... 
1052    193
1016    255
1696     48
1337    111
282     104
1702    232
464      45
963     174
1596    225
1287    223
1599     55
1265    223
1534    158
118     180
276      32
472     170
768      84
632     157
1257    255
480      73
570     180
312      66
1491    140
1670    124
413     198
1273    104
600     170
869     255
1453     50
1449    180
Name: 278, dtype: int64 0.000434
593) 504      21
815     157
296     120
348     228
261      32
811     112
192      29
11      111
658     106
1591    139
285     159
788     153
661     148
860      92
1499     23
831     105
48       96
854     177
1240    111
577     119
1517     79
1565    129
1519     31
1395    140
165     197
1024     70
1420    112
1114    110
1295     19
679     149
       ... 
1052     71
1016     40
1696     81
1337    215
282      74
1702    161
464     124
963     199
1596    147
1287    200
1599    243
1265    158
1534    193
118      48
276     165
472     220
768     163
632     213
1257    238
480     148
570     132
312     164
1491    211
1670     29
413     169
1273     88
600     112
869     255
1453    130
1449     42
Name: 915, dtype: int64 0.000433
594) 504      66
815     202
296     202
348      13
261     123
811     110
192     173
11       47
658      11
1591    255
285     211
788     171
661      10
860     155
1499    118
831     149
48       46
854       7
1240     40
577      58
1517    194
1565     98
1519     36
1395     67
165      33
1024     98
1420     56
1114    155
1295     36
679     214
       ... 
1052    187
1016    146
1696    177
1337    232
282      24
1702    253
464      98
963     135
1596     11
1287     93
1599    111
1265    168
1534     17
118     131
276     130
472     188
768     230
632       5
1257     52
480      72
570     217
312      90
1491    250
1670     40
413     191
1273     54
600     222
869     238
1453    172
1449     96
Name: 1475, dtype: int64 0.000433
595) 504     188
815     163
296     217
348     100
261     184
811     169
192     147
11        0
658     227
1591     95
285     204
788     116
661     148
860      78
1499     80
831     244
48       85
854     109
1240    166
577     172
1517     96
1565    200
1519    255
1395    149
165      67
1024    222
1420    192
1114     49
1295    255
679     145
       ... 
1052     21
1016    255
1696     41
1337     49
282      73
1702    108
464     235
963     158
1596    194
1287    131
1599    142
1265    193
1534    175
118     168
276      59
472       2
768     118
632     128
1257    255
480     172
570     184
312      62
1491    129
1670    245
413     210
1273    205
600     179
869      29
1453    212
1449    201
Name: 134, dtype: int64 0.000433
596) 504     112
815     143
296      20
348      19
261      22
811      22
192      90
11       99
658      62
1591     88
285     154
788     214
661      63
860      37
1499     50
831      23
48      156
854     111
1240     74
577     205
1517    238
1565     97
1519     66
1395    140
165      91
1024    207
1420     29
1114    143
1295     16
679     123
       ... 
1052    108
1016     16
1696     77
1337    198
282      77
1702    209
464      13
963     172
1596    101
1287    218
1599    104
1265    154
1534    169
118      25
276      57
472      46
768     155
632     249
1257    255
480     172
570     215
312      66
1491    223
1670    101
413     153
1273    114
600     119
869     130
1453    113
1449     68
Name: 1063, dtype: int64 0.000433
597) 504      49
815     188
296     159
348     236
261      50
811     193
192     183
11      229
658      77
1591      8
285     148
788      97
661     114
860     159
1499     34
831     190
48      103
854     166
1240    132
577     166
1517     38
1565     40
1519     30
1395     95
165     189
1024    167
1420     97
1114     97
1295    111
679     176
       ... 
1052    111
1016     65
1696     33
1337     50
282      91
1702    208
464      77
963     155
1596    135
1287    164
1599     68
1265    188
1534    204
118     150
276      45
472     225
768     136
632     157
1257     94
480     147
570     151
312     150
1491     51
1670    132
413     172
1273     94
600      97
869      62
1453    228
1449     15
Name: 884, dtype: int64 0.000433
598) 504      80
815     255
296     244
348      71
261     255
811     255
192     255
11        0
658     196
1591    255
285     140
788     255
661     255
860       0
1499     33
831      88
48      123
854     255
1240     89
577     213
1517    245
1565      0
1519    255
1395    255
165     255
1024    222
1420     39
1114     20
1295    160
679     255
       ... 
1052    116
1016     36
1696    255
1337    126
282     255
1702    108
464     255
963     144
1596    129
1287    166
1599    254
1265     28
1534     76
118     255
276     250
472      24
768     213
632      61
1257     49
480     192
570     255
312     255
1491     10
1670    157
413     255
1273    255
600     255
869     255
1453     12
1449    228
Name: 2001, dtype: int64 0.000432
599) 504     215
815     163
296     127
348     232
261      67
811     111
192      97
11       87
658      46
1591     34
285      89
788      41
661     130
860      90
1499     50
831     132
48      210
854     100
1240     78
577      88
1517     52
1565    255
1519    255
1395    109
165     226
1024    123
1420    231
1114     79
1295    155
679     150
       ... 
1052    150
1016    255
1696    178
1337    232
282     149
1702    108
464     144
963     227
1596     96
1287     55
1599    184
1265    103
1534    184
118     119
276     185
472      96
768     127
632      79
1257      3
480     118
570      97
312     182
1491    226
1670    205
413     111
1273    106
600     124
869      13
1453    103
1449     38
Name: 1393, dtype: int64 0.000432
600) 504     224
815     119
296      69
348     102
261      18
811     106
192      15
11      105
658      13
1591    174
285      62
788     109
661       9
860      88
1499     87
831     186
48      104
854      11
1240    242
577     113
1517     69
1565    121
1519    251
1395    134
165      42
1024    210
1420    157
1114     41
1295    255
679     185
       ... 
1052     98
1016    255
1696    140
1337    203
282     143
1702    207
464     201
963     198
1596     79
1287    119
1599     70
1265    136
1534    223
118      92
276     118
472     224
768     137
632     236
1257     47
480     232
570      98
312     187
1491    226
1670    122
413     168
1273     92
600     118
869      50
1453    189
1449     43
Name: 1258, dtype: int64 0.000430
601) 504     148
815     164
296       4
348       8
261     186
811      46
192      39
11       80
658      64
1591    255
285      40
788     114
661      38
860     229
1499    182
831      63
48      153
854      81
1240    140
577     221
1517    218
1565     34
1519     34
1395     66
165       9
1024    165
1420     36
1114    126
1295     86
679      69
       ... 
1052    211
1016     97
1696    255
1337    232
282      59
1702    192
464     194
963     158
1596     99
1287     53
1599    150
1265     84
1534     18
118      57
276      25
472      36
768      12
632      11
1257    133
480     170
570      33
312      88
1491    185
1670     34
413      85
1273     76
600      16
869     255
1453    163
1449     93
Name: 1673, dtype: int64 0.000430
602) 504      18
815     152
296     182
348      44
261     255
811     255
192     255
11      126
658     221
1591    255
285     146
788     255
661     255
860      98
1499    227
831      36
48        0
854     198
1240    148
577      79
1517    217
1565     49
1519    255
1395    255
165     212
1024    222
1420    147
1114    218
1295    155
679     255
       ... 
1052     20
1016    255
1696    255
1337     59
282     255
1702    108
464     255
963      16
1596    212
1287    178
1599    172
1265    203
1534     61
118     255
276     119
472      34
768     138
632      58
1257     25
480      90
570     255
312     255
1491    108
1670    208
413     124
1273    243
600     255
869      39
1453    239
1449    135
Name: 552, dtype: int64 0.000429
603) 504     178
815      58
296      68
348      75
261     149
811     255
192     255
11       27
658     138
1591    255
285      58
788     255
661      39
860     132
1499    121
831     129
48      104
854      53
1240    252
577      60
1517     39
1565    255
1519    255
1395    238
165     239
1024     84
1420    152
1114    157
1295    255
679     255
       ... 
1052     97
1016    255
1696     64
1337    220
282     255
1702    108
464     206
963     128
1596    155
1287    208
1599    134
1265    126
1534    199
118     255
276     121
472     198
768     102
632      92
1257     48
480     104
570     239
312     255
1491    103
1670    112
413     102
1273     71
600     131
869      65
1453    202
1449     99
Name: 1203, dtype: int64 0.000428
604) 504      66
815     145
296     248
348      31
261      90
811     255
192     255
11        0
658     188
1591    145
285      33
788     255
661     234
860       0
1499     42
831      84
48      210
854     255
1240     43
577     188
1517     30
1565      2
1519    255
1395    255
165     111
1024    222
1420    241
1114     76
1295    255
679     249
       ... 
1052     71
1016     64
1696    121
1337    112
282     146
1702    108
464     133
963     131
1596    114
1287    199
1599    184
1265    148
1534    196
118     255
276      77
472      61
768      98
632      19
1257    255
480     114
570     254
312     255
1491     67
1670    249
413     113
1273    255
600     255
869     255
1453    168
1449     32
Name: 598, dtype: int64 0.000425
605) 504     124
815     154
296      57
348     191
261     165
811      80
192      89
11      135
658     113
1591     30
285     120
788      51
661     198
860     216
1499    205
831      41
48      166
854     155
1240    127
577     212
1517    135
1565    255
1519    255
1395    169
165     201
1024     41
1420    103
1114    207
1295     65
679      64
       ... 
1052    177
1016    137
1696    119
1337     93
282     191
1702    132
464     137
963     188
1596     36
1287     68
1599     25
1265     28
1534    232
118      34
276     215
472      95
768      54
632     225
1257    118
480      62
570      62
312     134
1491    102
1670    111
413      24
1273     90
600      72
869     255
1453    126
1449    218
Name: 2228, dtype: int64 0.000423
606) 504      28
815     135
296      28
348      48
261      56
811      44
192       8
11       84
658     106
1591    254
285     153
788     184
661     136
860      35
1499     29
831      20
48      130
854     156
1240    201
577     171
1517    183
1565    132
1519     43
1395    149
165      31
1024    222
1420     80
1114    138
1295     31
679     101
       ... 
1052     65
1016     38
1696    149
1337     60
282      84
1702    185
464      31
963     154
1596    150
1287    232
1599    156
1265    166
1534    213
118     126
276     111
472     194
768     154
632     221
1257     53
480     148
570      65
312      42
1491    202
1670     56
413     143
1273     77
600     128
869     255
1453    162
1449    156
Name: 862, dtype: int64 0.000423
607) 504      16
815      19
296     175
348      67
261     138
811     255
192     255
11       45
658      80
1591     70
285      65
788     101
661     111
860     233
1499     58
831     161
48       53
854     255
1240    114
577      89
1517     21
1565    236
1519    255
1395    253
165     218
1024     95
1420    244
1114     24
1295    255
679     162
       ... 
1052     17
1016    210
1696    255
1337    115
282     122
1702    108
464      95
963     158
1596    128
1287    235
1599     87
1265    154
1534      9
118     255
276     120
472     113
768     197
632      41
1257     55
480     138
570      91
312     255
1491    122
1670    223
413     108
1273     87
600      77
869     124
1453     49
1449     31
Name: 1046, dtype: int64 0.000422
608) 504      63
815     204
296     164
348     134
261      33
811     126
192      24
11       54
658     102
1591     17
285     208
788     181
661     117
860     134
1499    241
831     164
48      220
854     151
1240    225
577     162
1517     88
1565     93
1519     46
1395    127
165     132
1024     71
1420    106
1114    153
1295    149
679     136
       ... 
1052    162
1016    156
1696     12
1337    107
282      94
1702    200
464      91
963     151
1596    150
1287    154
1599     93
1265    219
1534     50
118     133
276      84
472      75
768     136
632     157
1257    128
480      69
570     189
312      27
1491     76
1670    108
413     184
1273    107
600     136
869      30
1453    151
1449    148
Name: 678, dtype: int64 0.000421
609) 504     160
815      85
296      32
348     199
261     182
811      28
192      84
11      185
658     197
1591    255
285      84
788      60
661     195
860      31
1499    143
831     159
48      120
854     194
1240    149
577      65
1517    172
1565     78
1519    255
1395    151
165     225
1024    100
1420     13
1114    151
1295    125
679      26
       ... 
1052     25
1016    118
1696    255
1337     81
282     143
1702    194
464     191
963     241
1596     51
1287    152
1599     35
1265     42
1534     37
118      57
276     228
472     160
768      62
632     229
1257     60
480     197
570      42
312       9
1491     90
1670     61
413      25
1273     92
600      53
869     255
1453     51
1449    111
Name: 2066, dtype: int64 0.000420
610) 504     102
815     171
296     200
348     112
261      73
811     157
192     139
11      223
658     226
1591     70
285     192
788     102
661     148
860     109
1499    128
831     249
48      140
854     132
1240    106
577     173
1517    112
1565     87
1519    255
1395     77
165      82
1024    128
1420    119
1114     55
1295    255
679     132
       ... 
1052    156
1016    255
1696     50
1337    207
282      75
1702    143
464       8
963     249
1596    178
1287    185
1599     60
1265    212
1534    201
118     157
276      42
472     203
768     200
632     127
1257    255
480     168
570     179
312      73
1491     46
1670     76
413     204
1273    107
600     154
869      19
1453     36
1449    165
Name: 333, dtype: int64 0.000420
611) 504     125
815     102
296     107
348      16
261      14
811      46
192      60
11       34
658      20
1591     56
285      54
788     143
661      19
860      44
1499    189
831     126
48      128
854      80
1240    115
577     223
1517    106
1565     95
1519     26
1395     94
165       5
1024     57
1420    118
1114    163
1295    255
679     198
       ... 
1052     84
1016     41
1696    255
1337    232
282      23
1702    118
464     160
963     220
1596     48
1287     68
1599    255
1265     95
1534     65
118      50
276      97
472     189
768     230
632      20
1257     55
480     163
570     207
312      65
1491    244
1670     66
413     180
1273    113
600     214
869     120
1453    118
1449    108
Name: 1514, dtype: int64 0.000418
612) 504      63
815     193
296      37
348     210
261     219
811      62
192      98
11      202
658      89
1591     24
285     173
788      24
661     192
860     146
1499    248
831     166
48      167
854     145
1240    166
577     210
1517    126
1565    255
1519    255
1395    189
165     155
1024     56
1420     72
1114    217
1295    189
679      40
       ... 
1052     94
1016    173
1696    254
1337    115
282     171
1702    145
464     168
963     163
1596     61
1287    123
1599     19
1265     24
1534    138
118      18
276     230
472     131
768      17
632     227
1257    255
480     155
570      49
312     130
1491    106
1670    185
413      25
1273     66
600      52
869     255
1453    106
1449    251
Name: 2328, dtype: int64 0.000418
613) 504     161
815      86
296     104
348     217
261     167
811      45
192     171
11       64
658     118
1591     47
285      64
788      53
661     133
860      44
1499     88
831      79
48      195
854      80
1240     22
577      47
1517     92
1565    255
1519     51
1395    178
165      80
1024    104
1420     78
1114    178
1295     33
679      37
       ... 
1052    220
1016    168
1696     17
1337    108
282     147
1702    227
464      38
963     213
1596    130
1287    135
1599     38
1265     44
1534    110
118      58
276      19
472     126
768      68
632      88
1257     76
480      50
570      23
312     146
1491     81
1670    119
413      20
1273    170
600      40
869     118
1453     27
1449     10
Name: 2039, dtype: int64 0.000418
614) 504     172
815      20
296      57
348     172
261       2
811      87
192     133
11      223
658     141
1591     84
285      55
788     165
661     165
860      73
1499    154
831     216
48       74
854     121
1240    105
577      59
1517     54
1565    125
1519    159
1395     95
165      53
1024    134
1420    157
1114     37
1295    255
679      90
       ... 
1052     10
1016    254
1696    255
1337    232
282     147
1702    108
464     210
963     169
1596    142
1287    150
1599    140
1265     96
1534     91
118      87
276      51
472      95
768     102
632     228
1257    107
480     184
570     114
312      16
1491    110
1670     77
413     110
1273    136
600      17
869      36
1453    183
1449    100
Name: 1560, dtype: int64 0.000417
615) 504      60
815     221
296     158
348     156
261     222
811     157
192      88
11       81
658      54
1591     77
285     197
788     127
661     219
860     172
1499     24
831     118
48       75
854     192
1240    131
577     163
1517    193
1565    123
1519     40
1395     49
165      47
1024     92
1420    114
1114    237
1295     31
679     154
       ... 
1052    237
1016    255
1696    255
1337    198
282      97
1702    233
464     153
963     177
1596    134
1287    209
1599     76
1265    216
1534     55
118     161
276     176
472     219
768     159
632       7
1257     67
480      33
570     172
312     178
1491    222
1670     11
413     184
1273      7
600     128
869     253
1453    177
1449    184
Name: 1075, dtype: int64 0.000417
616) 504     218
815     147
296     222
348      82
261     164
811     166
192     161
11        0
658     203
1591    149
285     169
788      67
661     148
860     157
1499    101
831     136
48       79
854      69
1240     82
577     138
1517    154
1565    175
1519    255
1395    143
165      68
1024    222
1420    200
1114     75
1295    255
679     126
       ... 
1052     67
1016    255
1696    131
1337     49
282      88
1702    108
464      33
963     169
1596    115
1287    139
1599    155
1265    173
1534    145
118     160
276      63
472     173
768      74
632     100
1257    255
480     144
570     174
312      43
1491    171
1670    236
413     200
1273    211
600     168
869      42
1453    224
1449    216
Name: 137, dtype: int64 0.000417
617) 504     187
815     216
296     140
348     236
261      15
811     164
192      23
11       77
658      48
1591    215
285      45
788      81
661      78
860     220
1499     72
831     145
48      255
854     128
1240     60
577      99
1517     48
1565    173
1519    255
1395     64
165     206
1024    123
1420    236
1114    106
1295     97
679     178
       ... 
1052     30
1016    255
1696    255
1337    232
282     155
1702    108
464     141
963     126
1596     78
1287    193
1599    163
1265    130
1534    216
118     116
276     203
472     132
768     103
632      79
1257     20
480      88
570      93
312     170
1491    228
1670    196
413     110
1273    130
600      80
869       0
1453    123
1449     28
Name: 1243, dtype: int64 0.000417
618) 504     246
815     124
296     139
348     238
261      10
811     158
192     188
11      102
658     135
1591     66
285     238
788      98
661     225
860     211
1499    149
831     148
48       70
854     209
1240    137
577     121
1517     60
1565     37
1519    116
1395     47
165      95
1024    222
1420    239
1114     39
1295    125
679      19
       ... 
1052     66
1016    225
1696    251
1337    154
282     222
1702    108
464     125
963      32
1596     21
1287    194
1599    178
1265    136
1534    212
118      10
276     197
472      50
768      91
632     146
1257    172
480     157
570     143
312     173
1491    158
1670    152
413     163
1273    146
600      96
869      47
1453    139
1449     20
Name: 1189, dtype: int64 0.000416
619) 504     129
815      47
296     109
348     159
261     187
811     255
192     255
11      255
658      72
1591    194
285     145
788      90
661      59
860     209
1499      0
831      28
48        0
854     255
1240     77
577     194
1517    112
1565      0
1519    134
1395    253
165     155
1024    222
1420     79
1114     36
1295     87
679      10
       ... 
1052    202
1016    255
1696     28
1337     98
282     185
1702    136
464     146
963     203
1596    123
1287    102
1599    112
1265     53
1534    167
118     255
276     213
472      42
768      31
632      39
1257    116
480     183
570      40
312     255
1491      8
1670    185
413      12
1273    255
600      88
869     255
1453      3
1449    253
Name: 2196, dtype: int64 0.000416
620) 504      96
815     187
296     179
348     128
261      82
811     146
192      51
11      120
658     168
1591    213
285     222
788     121
661     147
860      66
1499    241
831     242
48       86
854     165
1240    147
577     160
1517    162
1565     75
1519     41
1395    110
165     113
1024    151
1420    147
1114     51
1295     14
679     139
       ... 
1052    117
1016     49
1696     46
1337    112
282     135
1702    210
464     134
963     150
1596    183
1287     60
1599    152
1265    241
1534    104
118     176
276     116
472     136
768     186
632     157
1257     24
480      56
570     168
312      66
1491    203
1670     23
413     184
1273      5
600     157
869     255
1453     45
1449    196
Name: 521, dtype: int64 0.000416
621) 504     126
815     194
296     187
348     140
261     107
811     147
192     116
11      129
658     158
1591     78
285     232
788      85
661     148
860     108
1499    237
831      93
48      213
854     164
1240    147
577     159
1517    117
1565    126
1519     58
1395     26
165     104
1024    164
1420    116
1114    105
1295    202
679     142
       ... 
1052    145
1016     72
1696     39
1337    117
282      49
1702    219
464      97
963     204
1596    174
1287     29
1599     84
1265    237
1534    111
118     171
276      89
472      62
768      70
632     156
1257    247
480      14
570     186
312     100
1491    192
1670    119
413     208
1273     84
600     158
869     255
1453     52
1449    166
Name: 474, dtype: int64 0.000414
622) 504      12
815     152
296     175
348      44
261     255
811     255
192     255
11      129
658     219
1591    255
285     149
788     255
661     255
860      93
1499    227
831      51
48        0
854     197
1240    172
577      79
1517    205
1565    182
1519    255
1395    255
165     218
1024    208
1420    152
1114    207
1295    155
679     255
       ... 
1052     23
1016    255
1696    255
1337    114
282     255
1702    108
464     255
963      10
1596    218
1287    209
1599     84
1265    204
1534     32
118     255
276     144
472      10
768     117
632      61
1257    113
480      89
570     255
312     255
1491    141
1670    208
413     120
1273    226
600     255
869      89
1453    237
1449    180
Name: 602, dtype: int64 0.000414
623) 504     161
815     190
296      83
348      15
261     139
811       6
192      29
11       33
658       6
1591     74
285     244
788     142
661      22
860     187
1499    179
831      12
48      139
854      15
1240     89
577     218
1517     45
1565     37
1519     56
1395     76
165      28
1024    129
1420     22
1114    192
1295    138
679     201
       ... 
1052    201
1016    173
1696    255
1337    232
282       8
1702    199
464       7
963     212
1596    194
1287    169
1599    255
1265     88
1534     77
118      53
276      12
472     167
768     219
632      12
1257    138
480      87
570     168
312     110
1491    244
1670     70
413     124
1273    113
600     209
869     255
1453    131
1449     93
Name: 1618, dtype: int64 0.000411
624) 504     226
815     127
296     223
348      86
261     234
811     166
192     181
11        0
658     174
1591    255
285      73
788     121
661     148
860       4
1499     67
831     243
48      210
854      85
1240     77
577     126
1517    166
1565    254
1519    255
1395    220
165      65
1024    222
1420    189
1114     43
1295    255
679     121
       ... 
1052     75
1016    255
1696    255
1337     42
282      85
1702    108
464      27
963     135
1596    126
1287    194
1599    166
1265    155
1534    110
118     150
276      16
472     211
768      88
632      84
1257    255
480     159
570     181
312      37
1491    156
1670    236
413     177
1273    255
600     129
869     204
1453    238
1449    228
Name: 89, dtype: int64 0.000411
625) 504     179
815     155
296     250
348      58
261     194
811     255
192     255
11      165
658      42
1591    172
285     103
788     255
661      75
860      65
1499      0
831      88
48        0
854     255
1240    109
577     130
1517    141
1565    192
1519    255
1395    255
165     157
1024    222
1420    166
1114    129
1295     87
679     246
       ... 
1052    178
1016    255
1696    255
1337    106
282     151
1702    108
464     139
963     172
1596    113
1287    196
1599    255
1265     55
1534    137
118     255
276     165
472      29
768     162
632      28
1257     56
480      41
570     252
312     255
1491     25
1670    243
413      73
1273    255
600     255
869     255
1453      5
1449     74
Name: 1898, dtype: int64 0.000411
626) 504     159
815     179
296     205
348     130
261     106
811     178
192     123
11      255
658     203
1591    255
285     229
788     144
661     184
860      66
1499    249
831      53
48      255
854     132
1240    111
577     153
1517    130
1565    255
1519    255
1395     90
165      73
1024    160
1420    191
1114     90
1295    255
679     150
       ... 
1052    207
1016    255
1696     67
1337    107
282     152
1702    100
464      78
963     149
1596    238
1287     24
1599     75
1265    241
1534     57
118     190
276      32
472      85
768      81
632     159
1257    255
480      56
570     181
312      64
1491    189
1670    115
413     186
1273     55
600     170
869     255
1453     37
1449    221
Name: 223, dtype: int64 0.000411
627) 504     217
815      31
296      92
348     229
261     164
811      74
192      30
11       69
658      76
1591     66
285      75
788      47
661     146
860     194
1499    120
831     109
48      213
854      84
1240     48
577      23
1517    215
1565    255
1519     47
1395     25
165     187
1024     63
1420    169
1114    164
1295     57
679      60
       ... 
1052    210
1016     42
1696     26
1337    206
282     125
1702     59
464      50
963     173
1596     78
1287     72
1599    255
1265     48
1534     85
118      87
276     230
472      15
768     184
632      95
1257     63
480      52
570      66
312     174
1491    113
1670     30
413      74
1273    100
600      45
869     105
1453     68
1449     38
Name: 1891, dtype: int64 0.000410
628) 504     104
815     186
296     177
348     138
261      66
811     138
192       9
11       93
658     149
1591    164
285     217
788     155
661     148
860     125
1499    204
831     218
48       48
854     165
1240    156
577     171
1517    183
1565     64
1519     25
1395    153
165     123
1024     74
1420    119
1114     55
1295    164
679     100
       ... 
1052    108
1016     92
1696     21
1337    146
282     106
1702    196
464     142
963     188
1596    200
1287    160
1599     52
1265    241
1534     97
118     172
276      98
472      75
768     180
632     157
1257    129
480      70
570     173
312      43
1491    190
1670    113
413     177
1273     41
600     167
869     143
1453     85
1449    160
Name: 621, dtype: int64 0.000408
629) 504     156
815     135
296       8
348      36
261      16
811      39
192     159
11      153
658      14
1591     74
285     253
788     123
661      20
860     223
1499     72
831      59
48      140
854     136
1240    221
577      53
1517    135
1565     36
1519     55
1395     87
165      28
1024    102
1420     84
1114    115
1295    111
679     187
       ... 
1052    183
1016     22
1696    255
1337    232
282      74
1702    118
464      51
963     183
1596    150
1287    137
1599    255
1265     94
1534     94
118      13
276     132
472     240
768     230
632      94
1257     45
480     171
570     201
312      74
1491    243
1670     73
413     224
1273    111
600     207
869     230
1453    125
1449    112
Name: 1518, dtype: int64 0.000406
630) 504     247
815     217
296     139
348     245
261      96
811     192
192     192
11       42
658     250
1591     30
285     166
788     174
661     212
860     134
1499     67
831     190
48       84
854     206
1240     38
577     167
1517    106
1565     60
1519     30
1395     77
165      27
1024     99
1420     72
1114     83
1295    101
679      86
       ... 
1052    144
1016    172
1696    255
1337    163
282     218
1702    152
464     169
963     176
1596     77
1287     27
1599     65
1265    146
1534     36
118     123
276     151
472     220
768     151
632     193
1257    255
480     159
570     145
312     183
1491    228
1670    160
413     195
1273    144
600     102
869      11
1453    219
1449    113
Name: 1181, dtype: int64 0.000406
631) 504     212
815     110
296      12
348      21
261     171
811      96
192     122
11       29
658      53
1591     80
285     253
788     153
661      12
860      27
1499    167
831      95
48      113
854     213
1240    154
577     188
1517     65
1565    105
1519    255
1395    104
165       4
1024     73
1420     33
1114    168
1295     93
679     210
       ... 
1052    156
1016     48
1696    255
1337    232
282     122
1702     96
464     202
963     156
1596     22
1287     59
1599    255
1265    109
1534     57
118      44
276      59
472     253
768     238
632     231
1257     46
480     217
570     205
312      56
1491    232
1670     24
413     231
1273    132
600     219
869      52
1453    121
1449    122
Name: 1414, dtype: int64 0.000406
632) 504      10
815     255
296     245
348      37
261     255
811     255
192     255
11      171
658     225
1591    255
285     154
788     255
661     255
860     113
1499    227
831      93
48        0
854     255
1240    175
577     220
1517    142
1565    157
1519    255
1395    255
165     255
1024    222
1420    154
1114    130
1295    125
679     255
       ... 
1052     28
1016    255
1696    255
1337     90
282     255
1702    108
464     255
963      55
1596    169
1287    156
1599    105
1265    197
1534     50
118     255
276     150
472      46
768     224
632      48
1257     43
480      91
570     255
312     255
1491    127
1670    209
413     255
1273    254
600     255
869     113
1453    240
1449    174
Name: 601, dtype: int64 0.000403
633) 504     218
815     228
296     234
348     149
261      63
811     110
192     149
11       85
658      11
1591    255
285     253
788     191
661       5
860     144
1499     73
831      61
48       54
854       6
1240    102
577     236
1517    185
1565     69
1519     22
1395     18
165      35
1024     68
1420     84
1114     96
1295    157
679     198
       ... 
1052    176
1016    255
1696    255
1337    232
282      15
1702    252
464     161
963     182
1596    100
1287     40
1599     70
1265    107
1534     23
118     111
276     164
472     250
768     243
632       1
1257     49
480     246
570     219
312     195
1491    252
1670     57
413     240
1273      5
600     216
869      45
1453    178
1449    171
Name: 1374, dtype: int64 0.000400
634) 504     222
815     232
296     199
348     160
261     145
811     154
192     194
11       89
658      17
1591     69
285     204
788     178
661      14
860     192
1499     54
831     114
48       53
854      11
1240     42
577     155
1517    175
1565     27
1519     16
1395     44
165      46
1024     22
1420     91
1114    255
1295     11
679      82
       ... 
1052     85
1016    252
1696    114
1337    170
282     203
1702    222
464      90
963     156
1596     59
1287    108
1599     34
1265    227
1534    119
118     130
276     157
472     210
768     129
632     186
1257    226
480      67
570     159
312     188
1491    238
1670    110
413     173
1273    161
600     132
869     175
1453    132
1449    170
Name: 1171, dtype: int64 0.000399
635) 504     236
815      40
296     104
348     158
261     106
811      16
192      43
11       32
658      53
1591    170
285      90
788     113
661     232
860      81
1499    246
831      58
48      101
854     128
1240    223
577      42
1517    136
1565     85
1519    110
1395    127
165      43
1024    222
1420    160
1114     68
1295     96
679      96
       ... 
1052    116
1016    144
1696    112
1337    232
282      84
1702    189
464     195
963     168
1596    118
1287     85
1599     68
1265    149
1534    226
118      89
276     159
472     185
768     175
632      79
1257    159
480     230
570     142
312      80
1491    233
1670    114
413     228
1273     81
600     191
869      40
1453    177
1449     78
Name: 1210, dtype: int64 0.000399
636) 504     189
815     108
296     225
348      52
261     233
811     151
192     168
11        0
658     140
1591    255
285      71
788      90
661     209
860       0
1499     99
831     173
48      217
854      41
1240     77
577     106
1517     47
1565    136
1519    255
1395     87
165      63
1024    222
1420    202
1114     60
1295    255
679     100
       ... 
1052     22
1016    255
1696    217
1337     63
282      98
1702    108
464     228
963     139
1596    250
1287    203
1599    213
1265    165
1534     87
118     156
276      46
472      24
768      92
632      47
1257    255
480     157
570     134
312      35
1491    167
1670    246
413     156
1273    255
600     119
869     255
1453    234
1449    243
Name: 193, dtype: int64 0.000398
637) 504     120
815      68
296      26
348     191
261     210
811      40
192      71
11        0
658     166
1591    255
285     130
788     132
661     153
860      14
1499    158
831      41
48       80
854     151
1240     39
577      24
1517    145
1565     53
1519    255
1395    162
165     198
1024    222
1420     44
1114    115
1295    255
679      88
       ... 
1052    136
1016     63
1696    255
1337     70
282     170
1702    127
464     167
963      83
1596     26
1287     59
1599     39
1265     38
1534    162
118      76
276     230
472      56
768     108
632     184
1257     49
480       8
570      33
312     104
1491     22
1670     95
413      32
1273    228
600      40
869      35
1453     28
1449    215
Name: 2209, dtype: int64 0.000396
638) 504     172
815      94
296     227
348      45
261     176
811     221
192     255
11        0
658     149
1591    255
285      37
788      72
661     223
860       0
1499    114
831     248
48        0
854      72
1240     50
577     106
1517     51
1565      0
1519    255
1395    210
165      66
1024    222
1420    204
1114    100
1295    255
679      90
       ... 
1052      9
1016    255
1696    125
1337    106
282      95
1702    108
464     133
963     148
1596    233
1287    238
1599    137
1265    166
1534    119
118     255
276      29
472     112
768      74
632      30
1257    255
480     131
570     120
312     255
1491    144
1670    238
413     154
1273    255
600      96
869     255
1453    236
1449    229
Name: 245, dtype: int64 0.000396
639) 504      96
815      92
296     143
348      86
261      24
811      75
192     125
11       91
658     234
1591    255
285     170
788      83
661      76
860      97
1499    202
831     199
48        1
854     102
1240    177
577     135
1517    150
1565    164
1519     38
1395     73
165     104
1024    187
1420    166
1114    122
1295      6
679     112
       ... 
1052    248
1016     14
1696    255
1337    114
282     210
1702    108
464      73
963       9
1596    170
1287    226
1599    255
1265    206
1534     91
118     172
276     103
472     184
768     169
632     132
1257    255
480     154
570     125
312      78
1491    145
1670    221
413     166
1273     25
600     170
869     255
1453    156
1449    183
Name: 408, dtype: int64 0.000396
640) 504      79
815     156
296     191
348     200
261      75
811     120
192      27
11      255
658     194
1591     83
285     137
788     146
661     116
860     249
1499     26
831      99
48       48
854     132
1240     95
577     147
1517     49
1565     36
1519    255
1395    106
165     118
1024    144
1420    229
1114     74
1295     84
679     114
       ... 
1052    129
1016     61
1696     12
1337    107
282      32
1702    217
464      25
963     184
1596    200
1287     52
1599     63
1265    217
1534    140
118     142
276     111
472      98
768     163
632     115
1257    226
480     160
570     148
312     101
1491    174
1670    133
413     163
1273     53
600     127
869      68
1453    132
1449     90
Name: 588, dtype: int64 0.000395
641) 504      38
815     151
296     205
348      38
261     255
811     255
192     255
11      161
658     234
1591    255
285     184
788     255
661     255
860     126
1499    214
831     182
48        0
854     198
1240    209
577      79
1517    229
1565      0
1519    255
1395    255
165     194
1024    222
1420    139
1114    116
1295    255
679     255
       ... 
1052     22
1016    255
1696    255
1337    188
282     255
1702    108
464     255
963      26
1596    202
1287    156
1599    255
1265    185
1534      9
118     255
276      86
472      38
768     131
632      45
1257     26
480      91
570     255
312     255
1491    112
1670    208
413     128
1273    255
600     255
869     255
1453    249
1449    159
Name: 302, dtype: int64 0.000394
642) 504      55
815      15
296     255
348      29
261     112
811     255
192     255
11        0
658     155
1591    248
285      40
788     255
661     231
860       0
1499     20
831     193
48       48
854     255
1240     72
577     255
1517     19
1565      0
1519    255
1395    255
165     113
1024    222
1420    248
1114    189
1295    255
679     255
       ... 
1052     15
1016     56
1696    255
1337     48
282     248
1702    108
464     119
963     199
1596    147
1287    242
1599    246
1265    122
1534    225
118     255
276     129
472      80
768     251
632      16
1257    255
480      94
570     255
312     255
1491     83
1670    252
413     123
1273    255
600     255
869     255
1453    198
1449     55
Name: 549, dtype: int64 0.000392
643) 504     187
815     186
296     213
348     118
261     217
811     172
192     146
11      164
658     191
1591     98
285     234
788     133
661     181
860      90
1499    111
831     157
48      203
854     108
1240    139
577     166
1517    174
1565    161
1519    255
1395    160
165      70
1024    167
1420    193
1114    113
1295    255
679     151
       ... 
1052    194
1016    255
1696     87
1337     23
282      66
1702     92
464      24
963     144
1596    141
1287    206
1599    245
1265    210
1534    170
118     177
276      59
472       4
768     107
632     157
1257    255
480      70
570     191
312       5
1491     59
1670    244
413     207
1273     29
600     192
869     255
1453    209
1449    197
Name: 129, dtype: int64 0.000392
644) 504     177
815     173
296      80
348     201
261     192
811      43
192      81
11      113
658     106
1591    207
285      77
788     157
661     188
860      31
1499    173
831     103
48       82
854     185
1240    204
577      79
1517     62
1565    144
1519     82
1395     49
165     133
1024     77
1420     29
1114    201
1295    149
679      83
       ... 
1052     29
1016     25
1696    255
1337    232
282     139
1702    204
464     100
963     197
1596    234
1287     78
1599    255
1265     83
1534     67
118      73
276     173
472     178
768     172
632     226
1257    170
480     106
570     111
312      25
1491    136
1670     14
413      79
1273    133
600      18
869     255
1453    112
1449    112
Name: 1765, dtype: int64 0.000390
645) 504      85
815     203
296     175
348     140
261      38
811     134
192      50
11      112
658     104
1591     32
285     207
788     164
661     159
860      88
1499    248
831     166
48      229
854     149
1240    147
577     180
1517     92
1565    121
1519     45
1395    129
165     123
1024     64
1420    127
1114    246
1295    115
679      97
       ... 
1052    152
1016     87
1696     31
1337    102
282      80
1702    183
464     108
963     193
1596    136
1287    150
1599     57
1265    231
1534     63
118      73
276      70
472      28
768     159
632     157
1257     98
480      61
570     181
312      44
1491     83
1670     17
413     165
1273    133
600     143
869      21
1453    122
1449    131
Name: 627, dtype: int64 0.000388
646) 504     124
815     124
296      64
348     203
261     201
811      87
192     125
11      235
658      99
1591     46
285     156
788      15
661      70
860     212
1499      2
831      85
48        0
854      40
1240    143
577     208
1517    160
1565      0
1519     48
1395    183
165     142
1024    222
1420     10
1114    105
1295    107
679      59
       ... 
1052    217
1016    255
1696    254
1337    114
282     198
1702    146
464     186
963     239
1596    167
1287     77
1599     41
1265     38
1534    165
118      77
276     247
472      90
768      36
632      70
1257     68
480      10
570      46
312     126
1491     57
1670    130
413      35
1273    255
600      51
869     255
1453      7
1449    251
Name: 2293, dtype: int64 0.000388
647) 504     153
815     110
296      70
348     158
261     191
811      74
192      85
11      100
658      84
1591     37
285      81
788      48
661     137
860      36
1499    166
831      35
48       83
854     124
1240     77
577     196
1517     85
1565    255
1519    255
1395    165
165     195
1024     92
1420     86
1114    183
1295     71
679      45
       ... 
1052    231
1016    255
1696    161
1337    105
282     170
1702    209
464     107
963     188
1596     39
1287     43
1599     24
1265     11
1534    125
118      35
276      90
472      75
768      31
632     217
1257    142
480     196
570      72
312     156
1491     53
1670    116
413      18
1273    171
600      73
869     255
1453     70
1449    251
Name: 2185, dtype: int64 0.000387
648) 504     114
815     190
296     192
348     136
261      79
811     144
192     119
11      255
658     204
1591     71
285     212
788      63
661     148
860      84
1499    148
831     227
48      235
854     128
1240    143
577     163
1517    132
1565     99
1519    255
1395     77
165      83
1024    215
1420    100
1114     89
1295     97
679     140
       ... 
1052    182
1016     81
1696     48
1337    112
282      30
1702    211
464      77
963     152
1596    195
1287    211
1599     72
1265    212
1534    179
118     159
276      80
472     179
768     178
632     157
1257    255
480     155
570     176
312      88
1491     42
1670    144
413     212
1273     56
600     152
869      31
1453     28
1449    133
Name: 431, dtype: int64 0.000387
649) 504     168
815      29
296      53
348     133
261     202
811     255
192     255
11        1
658     193
1591    255
285     111
788     166
661      39
860       0
1499     48
831     119
48      119
854      54
1240     60
577      33
1517    223
1565    255
1519    252
1395    206
165     231
1024     96
1420     41
1114     47
1295    132
679     158
       ... 
1052    122
1016    255
1696    255
1337    206
282     239
1702    108
464     211
963     180
1596     81
1287    202
1599    253
1265     26
1534     69
118     255
276     186
472     159
768     110
632      91
1257    255
480      13
570      62
312     255
1491     27
1670      9
413      33
1273    191
600      26
869     255
1453      4
1449    209
Name: 1854, dtype: int64 0.000384
650) 504     143
815      63
296      42
348     104
261     116
811      67
192     112
11      248
658     189
1591     87
285      34
788     103
661      67
860      46
1499     50
831     215
48      101
854     112
1240     94
577      67
1517    114
1565    175
1519    255
1395    177
165     232
1024     79
1420    155
1114    203
1295    255
679     123
       ... 
1052    114
1016    255
1696    255
1337    232
282     162
1702    108
464     106
963     190
1596    121
1287    151
1599    171
1265    107
1534    219
118     120
276      97
472      72
768     182
632     155
1257    156
480      95
570      86
312     159
1491    224
1670     68
413     104
1273    115
600      85
869      85
1453    149
1449     33
Name: 1456, dtype: int64 0.000382
651) 504     208
815     180
296     213
348     113
261     227
811     176
192     149
11       92
658     196
1591    197
285     235
788     158
661     173
860      64
1499    172
831     102
48      207
854     106
1240    162
577     178
1517    153
1565    239
1519    255
1395    234
165      67
1024    177
1420    175
1114    107
1295    255
679     152
       ... 
1052    209
1016    255
1696    119
1337     22
282      31
1702    108
464     173
963     187
1596    223
1287    188
1599    255
1265    198
1534    147
118     183
276      64
472       4
768     124
632     157
1257    255
480      77
570     193
312      24
1491     68
1670    241
413     218
1273    100
600     191
869     255
1453    222
1449    190
Name: 78, dtype: int64 0.000380
652) 504     150
815     138
296      37
348     203
261     170
811      73
192      84
11      135
658     116
1591     29
285     116
788      39
661     209
860     238
1499    203
831      42
48      106
854     165
1240     63
577     202
1517    169
1565    255
1519    255
1395    162
165     221
1024     93
1420    223
1114    215
1295    125
679      56
       ... 
1052    132
1016     17
1696     38
1337     64
282     148
1702    175
464     156
963     181
1596     26
1287     67
1599     24
1265     17
1534    197
118      39
276     212
472      65
768      33
632     220
1257     26
480     143
570      67
312     131
1491    120
1670     90
413      37
1273     96
600      66
869     183
1453     64
1449     85
Name: 2177, dtype: int64 0.000376
653) 504     124
815     181
296     190
348     125
261      83
811     154
192     111
11      125
658     190
1591    255
285     235
788      90
661     101
860      72
1499    245
831     204
48       65
854     136
1240    142
577     151
1517    132
1565    171
1519     53
1395     99
165     101
1024    215
1420    100
1114     73
1295      6
679     145
       ... 
1052    125
1016    150
1696     57
1337    112
282      99
1702    219
464      79
963     169
1596    182
1287    111
1599    131
1265    241
1534    128
118     179
276      75
472     230
768     166
632     157
1257    164
480      11
570     182
312      49
1491    183
1670    127
413     196
1273     22
600     153
869     255
1453     45
1449    195
Name: 421, dtype: int64 0.000375
654) 504      75
815      70
296      37
348     205
261     217
811      66
192      86
11      159
658      64
1591    194
285     189
788      16
661     147
860     216
1499    251
831     164
48      186
854     132
1240    183
577     205
1517    137
1565    172
1519    255
1395    205
165     126
1024    138
1420     67
1114    212
1295    255
679      69
       ... 
1052     69
1016    255
1696    255
1337     79
282     158
1702    167
464      61
963     180
1596     23
1287     12
1599     94
1265     19
1534    121
118      22
276     217
472     145
768      12
632     227
1257    255
480     220
570      40
312     132
1491     61
1670    195
413      44
1273    226
600      55
869     255
1453     29
1449    227
Name: 2430, dtype: int64 0.000373
655) 504     117
815      38
296      20
348     153
261     195
811      33
192      83
11        0
658     177
1591    255
285     126
788      52
661      58
860       5
1499    168
831      95
48        9
854      84
1240     91
577      53
1517    243
1565    158
1519    255
1395    193
165     226
1024    181
1420     37
1114     81
1295    125
679      15
       ... 
1052    135
1016    154
1696    255
1337     88
282     132
1702    108
464     206
963      44
1596    137
1287    162
1599    135
1265     47
1534     64
118     110
276     247
472      46
768      61
632     116
1257     24
480     195
570      51
312     102
1491     25
1670     13
413      36
1273    214
600      38
869      40
1453     11
1449    189
Name: 2006, dtype: int64 0.000373
656) 504     210
815     143
296      84
348       9
261       3
811     105
192     172
11      102
658      27
1591    100
285     248
788     202
661      50
860     158
1499    117
831      96
48      153
854     195
1240     50
577      77
1517    223
1565     24
1519     41
1395     82
165      17
1024     95
1420     69
1114    132
1295    120
679     215
       ... 
1052    176
1016     96
1696    255
1337    232
282      21
1702    114
464      30
963     188
1596    104
1287     16
1599    141
1265    170
1534     65
118     120
276      92
472     196
768     229
632     239
1257    157
480     165
570     211
312      72
1491    244
1670     48
413     231
1273     37
600     211
869     182
1453    149
1449    110
Name: 1471, dtype: int64 0.000373
657) 504     163
815     154
296      57
348     214
261     185
811      73
192     113
11       69
658     127
1591    174
285      74
788     169
661     173
860      52
1499     62
831     184
48       49
854     167
1240    142
577     106
1517     12
1565     99
1519     78
1395     57
165     154
1024     58
1420     79
1114    225
1295    148
679      77
       ... 
1052     20
1016     59
1696    255
1337    232
282     180
1702    119
464     142
963      91
1596    123
1287     56
1599    253
1265     71
1534     53
118      32
276     160
472     112
768     192
632     227
1257    255
480     126
570      88
312      38
1491    115
1670     62
413      88
1273    154
600      29
869     171
1453    126
1449    115
Name: 1712, dtype: int64 0.000372
658) 504     224
815     174
296     216
348     107
261     232
811     174
192     160
11        2
658     206
1591    129
285     222
788     165
661     171
860      83
1499    147
831     240
48       72
854      84
1240    150
577     177
1517    208
1565    216
1519    255
1395    232
165      61
1024    217
1420    179
1114    110
1295    255
679     153
       ... 
1052     28
1016    255
1696    154
1337     41
282      33
1702    108
464     142
963     181
1596    215
1287    208
1599    255
1265    192
1534    161
118     180
276      66
472       3
768     117
632     139
1257    255
480      81
570     185
312      22
1491     49
1670    245
413     194
1273    189
600     188
869     255
1453    221
1449    182
Name: 80, dtype: int64 0.000372
659) 504     128
815     199
296     180
348     137
261     100
811     139
192      52
11      203
658     116
1591     64
285     206
788     134
661     142
860      56
1499    248
831     126
48      100
854     116
1240     87
577     174
1517    127
1565    121
1519     51
1395     79
165      99
1024    168
1420    122
1114    240
1295    255
679     139
       ... 
1052    156
1016     76
1696     40
1337     45
282      19
1702    205
464     138
963     140
1596    152
1287    196
1599    119
1265    227
1534    130
118     168
276      78
472     125
768      76
632     157
1257    255
480      53
570     183
312      84
1491     60
1670     77
413     187
1273    114
600     156
869      39
1453     50
1449    161
Name: 528, dtype: int64 0.000371
660) 504     146
815      62
296      49
348     195
261     187
811      62
192     100
11      207
658      74
1591    254
285     158
788      14
661      77
860     227
1499      2
831     160
48        0
854      67
1240    173
577     210
1517     35
1565      0
1519    255
1395    111
165     125
1024    222
1420     73
1114    179
1295    225
679     106
       ... 
1052    250
1016    255
1696    255
1337     34
282     113
1702    145
464     215
963     129
1596    199
1287     35
1599    125
1265     22
1534    147
118     106
276     235
472     153
768       8
632     200
1257    140
480     207
570      31
312     184
1491     44
1670    198
413      49
1273    255
600      37
869     255
1453     20
1449    227
Name: 2487, dtype: int64 0.000366
661) 504      56
815     198
296      36
348     218
261     214
811      68
192      74
11      244
658     124
1591    255
285     135
788      21
661     205
860     202
1499    118
831     168
48       64
854     177
1240     32
577      83
1517    168
1565    255
1519    255
1395    190
165     164
1024     85
1420     72
1114    213
1295    255
679      69
       ... 
1052     44
1016     87
1696    255
1337     65
282     163
1702    140
464     131
963     229
1596     53
1287     89
1599     14
1265     71
1534    239
118      85
276     213
472     171
768      28
632     227
1257     32
480     147
570      42
312     121
1491    135
1670    173
413      30
1273     69
600      80
869     255
1453    100
1449    241
Name: 2321, dtype: int64 0.000366
662) 504      36
815     149
296     123
348     142
261      71
811     126
192       5
11       98
658     135
1591    255
285     182
788     147
661     115
860     143
1499     27
831     191
48      125
854     152
1240    184
577     123
1517    161
1565    128
1519     33
1395    155
165     163
1024     42
1420    127
1114    131
1295     70
679      71
       ... 
1052     57
1016     46
1696     36
1337     58
282      91
1702    198
464     142
963     154
1596     76
1287    196
1599     65
1265    196
1534    166
118      48
276     149
472     173
768     108
632     203
1257    142
480     139
570     157
312     141
1491    212
1670    138
413     139
1273    101
600     157
869     255
1453    119
1449     55
Name: 765, dtype: int64 0.000366
663) 504     194
815     234
296     230
348     220
261     118
811     151
192     123
11       95
658      15
1591     93
285       2
788     191
661     143
860     149
1499     82
831      36
48      134
854     206
1240     90
577     236
1517    210
1565    113
1519     20
1395     20
165      27
1024    102
1420     62
1114    113
1295     45
679     198
       ... 
1052    185
1016    106
1696     92
1337    232
282      11
1702    143
464      69
963     159
1596     50
1287     54
1599     37
1265    103
1534     10
118      18
276     158
472     230
768     241
632     119
1257     65
480     226
570     216
312     193
1491    252
1670     52
413     208
1273     30
600     216
869      83
1453    222
1449    165
Name: 1378, dtype: int64 0.000364
664) 504     161
815      36
296      46
348     181
261     229
811      54
192      66
11        0
658     201
1591    255
285     159
788      25
661      62
860       0
1499    154
831      81
48       86
854     151
1240    123
577      20
1517    158
1565     75
1519    255
1395    255
165     165
1024    222
1420     56
1114    112
1295    255
679     103
       ... 
1052    150
1016    163
1696    255
1337     78
282     196
1702    170
464      78
963      63
1596     37
1287     14
1599    118
1265     14
1534     90
118      42
276     224
472     101
768      22
632     111
1257    255
480     217
570      45
312     110
1491     10
1670    177
413      70
1273    255
600      40
869      50
1453    115
1449    253
Name: 2407, dtype: int64 0.000363
665) 504      85
815     105
296     217
348      63
261      83
811     118
192     192
11        0
658     190
1591    170
285      36
788      54
661     224
860       0
1499     48
831     171
48      103
854      45
1240     81
577     115
1517     31
1565    177
1519    255
1395     59
165     104
1024    222
1420    245
1114     70
1295    255
679      92
       ... 
1052    139
1016     87
1696     65
1337    117
282      27
1702    108
464       9
963      24
1596    246
1287    106
1599    139
1265    213
1534    224
118     214
276     125
472      58
768     106
632      43
1257    255
480     140
570     114
312     143
1491    124
1670    152
413     166
1273    245
600     127
869     255
1453     66
1449     32
Name: 494, dtype: int64 0.000362
666) 504     109
815     176
296     173
348     135
261      90
811     154
192     114
11      114
658     213
1591    255
285     225
788     119
661     148
860     192
1499    156
831     130
48       70
854     132
1240    190
577     162
1517    129
1565    254
1519     62
1395    141
165      92
1024    193
1420     75
1114     82
1295    236
679     140
       ... 
1052    213
1016    218
1696    159
1337    178
282     165
1702    200
464      63
963     174
1596    175
1287    139
1599    164
1265    236
1534    225
118     192
276     103
472     200
768     152
632     188
1257     48
480      35
570     187
312      94
1491    203
1670     95
413     205
1273     95
600     172
869     255
1453     62
1449    102
Name: 369, dtype: int64 0.000362
667) 504      66
815      10
296      43
348     113
261     238
811     255
192     255
11        0
658     220
1591    255
285     158
788     255
661      38
860       0
1499    148
831     126
48        0
854      39
1240    111
577      15
1517    204
1565      0
1519    255
1395    240
165     187
1024    222
1420     28
1114     30
1295    255
679     255
       ... 
1052    126
1016    182
1696    255
1337    108
282     255
1702    139
464     161
963      37
1596     94
1287     19
1599    131
1265     21
1534    131
118     255
276     241
472      88
768     155
632      68
1257    255
480     209
570     236
312     255
1491     13
1670     24
413      23
1273    255
600     123
869     255
1453     79
1449    253
Name: 2353, dtype: int64 0.000361
668) 504     107
815      35
296      49
348     211
261     178
811      36
192      89
11        1
658     159
1591    255
285     139
788     113
661     192
860     215
1499    155
831      45
48       69
854     177
1240     14
577     150
1517    128
1565     22
1519    255
1395    155
165     188
1024     16
1420     71
1114     98
1295    192
679      67
       ... 
1052    144
1016     34
1696    255
1337     41
282     155
1702    129
464     219
963      50
1596     34
1287     60
1599     36
1265     16
1534     74
118      87
276     243
472     124
768     151
632     225
1257    146
480     200
570      39
312     116
1491     48
1670     83
413      43
1273    145
600      57
869     255
1453    114
1449    193
Name: 2162, dtype: int64 0.000361
669) 504     144
815     164
296     176
348     134
261     126
811     173
192     135
11      175
658     230
1591    255
285     227
788     111
661     153
860      88
1499    205
831     182
48       41
854     132
1240     97
577     163
1517    187
1565    255
1519    163
1395    129
165      87
1024    148
1420     31
1114     91
1295    255
679     141
       ... 
1052    227
1016    252
1696    255
1337    111
282     205
1702    108
464      55
963     204
1596    148
1287    184
1599    140
1265    229
1534    214
118     198
276     147
472     102
768      86
632     139
1257     66
480      38
570     167
312     107
1491    204
1670     52
413     201
1273     68
600     180
869     255
1453     58
1449    223
Name: 268, dtype: int64 0.000359
670) 504     164
815      72
296      55
348     186
261     169
811      46
192      43
11      198
658     140
1591    255
285      69
788      41
661     183
860      53
1499    157
831      64
48       91
854     191
1240    103
577      28
1517    125
1565    102
1519    223
1395     93
165     224
1024     62
1420     41
1114    188
1295    132
679       9
       ... 
1052     16
1016      8
1696    255
1337    154
282      33
1702    194
464     211
963      29
1596    123
1287    166
1599    192
1265     77
1534     44
118     101
276     191
472      27
768     137
632     206
1257     76
480      68
570      83
312      22
1491     67
1670     61
413      30
1273    136
600      25
869     255
1453     85
1449    103
Name: 1913, dtype: int64 0.000355
671) 504      19
815     131
296      38
348     102
261     255
811     255
192     255
11        0
658     214
1591    255
285     166
788     255
661     255
860       0
1499    159
831     141
48        0
854     202
1240    100
577      21
1517    236
1565      0
1519    255
1395    255
165     238
1024    222
1420     23
1114     27
1295    255
679     255
       ... 
1052    123
1016    110
1696    255
1337     75
282     255
1702    135
464     255
963     120
1596    115
1287     56
1599    116
1265     23
1534    210
118     255
276     246
472      75
768     107
632      62
1257    255
480      97
570     255
312     255
1491      8
1670     81
413      11
1273    255
600     255
869     255
1453     58
1449    245
Name: 2302, dtype: int64 0.000354
672) 504     155
815      34
296     103
348     172
261     195
811     255
192     255
11      255
658      78
1591    158
285     152
788      89
661      64
860     219
1499      0
831      31
48        0
854     255
1240    128
577     134
1517    157
1565      0
1519    139
1395    252
165     171
1024    222
1420     67
1114    107
1295     35
679      13
       ... 
1052    199
1016    255
1696     25
1337    137
282     171
1702    142
464     109
963     132
1596    131
1287    105
1599    115
1265     56
1534    140
118     255
276     217
472      41
768      33
632      39
1257    164
480     190
570      28
312     255
1491     13
1670    196
413       9
1273    255
600      37
869     255
1453      2
1449    230
Name: 2146, dtype: int64 0.000354
673) 504      40
815     255
296     241
348      83
261     255
811     255
192     255
11        0
658     210
1591    255
285     156
788     255
661     255
860       0
1499     18
831      59
48        0
854     255
1240     91
577     203
1517     63
1565      0
1519    255
1395    255
165     255
1024    222
1420     39
1114     47
1295    255
679     255
       ... 
1052    117
1016     32
1696    255
1337    116
282     255
1702    130
464     255
963     133
1596    130
1287     31
1599    252
1265     25
1534     46
118     255
276     246
472      81
768     226
632      60
1257     40
480      77
570     255
312     255
1491     11
1670    133
413     255
1273    255
600     255
869     255
1453     29
1449    227
Name: 2201, dtype: int64 0.000354
674) 504      67
815     188
296      47
348     201
261     211
811      52
192      67
11      224
658     139
1591    255
285     115
788      73
661     206
860     234
1499    119
831     144
48       57
854     177
1240    196
577     192
1517    176
1565     38
1519    255
1395    186
165     165
1024     40
1420     78
1114    211
1295    255
679      50
       ... 
1052    167
1016     15
1696    255
1337    115
282     178
1702    101
464     175
963     196
1596     71
1287     85
1599     23
1265     45
1534    240
118      82
276     216
472     114
768     114
632     227
1257    145
480      10
570      54
312     115
1491    145
1670    121
413      14
1273    171
600      74
869     255
1453     85
1449    243
Name: 2269, dtype: int64 0.000354
675) 504     215
815     223
296     231
348     253
261      71
811     110
192     186
11       66
658      27
1591     43
285     245
788     204
661      17
860     241
1499    163
831      79
48      253
854      18
1240    127
577     234
1517     53
1565    187
1519    160
1395     41
165       3
1024     89
1420    226
1114     31
1295     14
679     181
       ... 
1052    169
1016     75
1696     39
1337    232
282      14
1702    108
464     144
963      21
1596     34
1287    170
1599     75
1265    102
1534    190
118      71
276     183
472     213
768     238
632     180
1257    230
480     202
570     212
312     184
1491    200
1670    150
413     233
1273    114
600     216
869     101
1453    208
1449     16
Name: 1388, dtype: int64 0.000353
676) 504     233
815     165
296     219
348      89
261     235
811     178
192     156
11        0
658     230
1591    173
285     201
788     183
661     171
860      63
1499     57
831     199
48      119
854     132
1240    140
577     159
1517    151
1565    255
1519    255
1395    255
165      59
1024    222
1420    189
1114     92
1295    255
679     148
       ... 
1052     45
1016    255
1696    108
1337     47
282      24
1702    108
464      82
963     172
1596    188
1287    162
1599    250
1265    173
1534    148
118     176
276      89
472      55
768     100
632     158
1257    255
480     171
570     186
312      39
1491    130
1670    248
413     215
1273    210
600     182
869     143
1453    236
1449    232
Name: 32, dtype: int64 0.000352
677) 504      96
815     172
296     176
348     230
261      84
811     126
192      23
11      255
658     192
1591     83
285     172
788     148
661     130
860     115
1499     95
831      61
48      230
854     153
1240    161
577     139
1517     62
1565     68
1519    255
1395    119
165     101
1024    199
1420    221
1114    116
1295     50
679     120
       ... 
1052    137
1016     58
1696      4
1337    104
282      35
1702    204
464     132
963     158
1596    169
1287    221
1599     60
1265    217
1534    207
118     143
276      95
472     103
768     147
632     126
1257    236
480      85
570     156
312     108
1491     58
1670    146
413     168
1273     77
600     123
869      26
1453    117
1449    135
Name: 585, dtype: int64 0.000352
678) 504     240
815     120
296     115
348     172
261      55
811      53
192      32
11       29
658      77
1591    188
285      68
788     104
661      86
860      70
1499    246
831     154
48       60
854     136
1240    241
577     213
1517    175
1565    134
1519    170
1395    127
165      43
1024    222
1420    169
1114    191
1295    194
679     203
       ... 
1052    115
1016    165
1696    139
1337    229
282      99
1702    193
464     190
963     120
1596    122
1287     60
1599     69
1265    152
1534    209
118      74
276     160
472     199
768     186
632     235
1257     50
480     238
570     111
312     166
1491    230
1670    112
413     230
1273     72
600     139
869      40
1453    190
1449     81
Name: 1209, dtype: int64 0.000350
679) 504      42
815     209
296     154
348     170
261      94
811     199
192     110
11      147
658      57
1591     69
285     207
788     109
661     179
860     161
1499     14
831     132
48       49
854     186
1240     46
577     174
1517    229
1565    112
1519      8
1395    106
165     122
1024     97
1420    121
1114    243
1295    121
679     179
       ... 
1052    234
1016    251
1696    252
1337    133
282      90
1702    222
464     125
963     169
1596     62
1287    180
1599    137
1265    220
1534     49
118     153
276     185
472     232
768     180
632     194
1257    254
480      18
570     173
312     167
1491    166
1670     88
413     189
1273    128
600     125
869     255
1453    207
1449    166
Name: 977, dtype: int64 0.000348
680) 504      37
815     121
296     191
348      91
261      81
811     105
192      41
11      255
658     178
1591     24
285     112
788     145
661     205
860      76
1499    110
831      74
48      131
854      84
1240    133
577     115
1517     33
1565     48
1519    255
1395     34
165     149
1024    145
1420    242
1114    228
1295    195
679     163
       ... 
1052     83
1016    114
1696     29
1337    179
282      44
1702    202
464      72
963      14
1596     88
1287    207
1599    174
1265    208
1534    182
118     127
276      90
472     166
768     126
632      69
1257    125
480     155
570     121
312     108
1491    173
1670     89
413     147
1273     86
600      96
869     108
1453    129
1449      9
Name: 742, dtype: int64 0.000348
681) 504     226
815     231
296     188
348     183
261     133
811     157
192     161
11       69
658      69
1591     33
285     249
788     159
661      23
860     151
1499     87
831     134
48       71
854     203
1240    139
577     235
1517    132
1565     91
1519     36
1395     58
165      30
1024    206
1420     60
1114    129
1295    103
679     199
       ... 
1052    170
1016     46
1696    130
1337    232
282      68
1702    108
464     164
963     220
1596     77
1287    155
1599     64
1265    121
1534     24
118      15
276     205
472     245
768     231
632     219
1257     91
480     243
570     209
312     190
1491    251
1670     87
413     230
1273    126
600     183
869      29
1453    227
1449    157
Name: 1331, dtype: int64 0.000347
682) 504      36
815      72
296     139
348      73
261      46
811     123
192      37
11       84
658     177
1591    255
285     123
788     152
661      43
860      85
1499    133
831     162
48       11
854      84
1240    247
577      81
1517    113
1565    255
1519    255
1395     22
165     176
1024     62
1420    182
1114    190
1295    127
679      59
       ... 
1052     97
1016    255
1696    255
1337    159
282      95
1702    108
464      94
963     154
1596    188
1287    240
1599    225
1265    176
1534     46
118     174
276     205
472      70
768     127
632      88
1257     28
480     120
570     101
312     219
1491    128
1670    146
413     126
1273     62
600     106
869       8
1453    206
1449    120
Name: 705, dtype: int64 0.000347
683) 504     131
815      42
296      51
348     169
261     206
811      29
192      75
11        0
658     175
1591    255
285     137
788      49
661     117
860     119
1499    164
831     135
48       75
854     131
1240     46
577      63
1517    163
1565     17
1519    255
1395    127
165     220
1024    191
1420     60
1114     96
1295     73
679      23
       ... 
1052    133
1016     99
1696    255
1337    114
282     123
1702    111
464     213
963      56
1596     84
1287    147
1599     32
1265     26
1534    176
118      69
276     236
472     127
768     106
632     183
1257     24
480     190
570      47
312     114
1491     72
1670     68
413      20
1273    168
600     123
869      32
1453    104
1449    190
Name: 2058, dtype: int64 0.000345
684) 504     160
815     224
296     201
348     211
261     112
811     109
192      71
11       56
658      10
1591    107
285     241
788     191
661      19
860     222
1499    131
831      21
48       77
854      11
1240     28
577      86
1517    189
1565    104
1519     41
1395     50
165      34
1024     93
1420     56
1114    115
1295    111
679     190
       ... 
1052    201
1016    134
1696     13
1337    232
282      27
1702    108
464     164
963     183
1596     94
1287    105
1599     77
1265     89
1534     41
118     117
276     121
472     210
768     236
632     228
1257     46
480     158
570     210
312      72
1491    243
1670     38
413     220
1273     47
600     218
869     255
1453    219
1449     71
Name: 1481, dtype: int64 0.000344
685) 504     154
815     194
296     196
348     118
261      68
811     153
192     121
11      255
658     146
1591     78
285     218
788     116
661     128
860     105
1499    215
831     244
48      213
854     151
1240     83
577     177
1517    123
1565    127
1519    255
1395    116
165      99
1024    186
1420     82
1114    198
1295    255
679     140
       ... 
1052    147
1016    230
1696     22
1337    177
282      49
1702    226
464      66
963     173
1596    171
1287    176
1599    104
1265    224
1534    170
118     169
276     111
472     198
768     147
632     157
1257    255
480      38
570     191
312      87
1491     99
1670     81
413     210
1273     89
600     178
869     226
1453     38
1449    134
Name: 378, dtype: int64 0.000343
686) 504     152
815     132
296      14
348      53
261      10
811      80
192     169
11       46
658      14
1591     72
285     251
788     197
661      21
860     106
1499    112
831      54
48      160
854     105
1240    212
577      55
1517    181
1565     27
1519     51
1395     82
165      11
1024    102
1420     63
1114    115
1295    111
679     203
       ... 
1052    186
1016    112
1696    255
1337    232
282      18
1702    117
464      67
963     202
1596     23
1287     82
1599    253
1265     96
1534     73
118      31
276     105
472     243
768     231
632     200
1257    144
480     170
570     172
312      70
1491    243
1670     79
413     175
1273    119
600     208
869     233
1453    142
1449    108
Name: 1519, dtype: int64 0.000343
687) 504     113
815      52
296      95
348     105
261     181
811     255
192     255
11        0
658      63
1591    255
285     155
788     255
661      47
860       9
1499      0
831      30
48        0
854     255
1240    105
577     200
1517    152
1565      0
1519    252
1395    255
165     134
1024    222
1420     57
1114    146
1295     80
679      45
       ... 
1052    198
1016    255
1696    140
1337    114
282     205
1702    139
464     173
963     214
1596    125
1287    104
1599    139
1265     29
1534    151
118     255
276     155
472      64
768      32
632      33
1257     49
480      52
570     152
312     255
1491     10
1670    193
413      15
1273    255
600     254
869     255
1453      5
1449    247
Name: 2247, dtype: int64 0.000342
688) 504      66
815      60
296      85
348     163
261     218
811      63
192     108
11        0
658      63
1591    174
285     170
788       6
661      69
860       3
1499      1
831     126
48        0
854      32
1240     99
577     203
1517    168
1565      0
1519    255
1395    223
165     125
1024    222
1420     10
1114    191
1295    138
679      89
       ... 
1052    225
1016    255
1696    255
1337     79
282      97
1702    163
464     211
963     191
1596     59
1287    142
1599     97
1265     50
1534    135
118      99
276     241
472      98
768      10
632      65
1257    245
480     220
570      23
312     125
1491     46
1670    180
413      27
1273    255
600      33
869     255
1453     19
1449    222
Name: 2443, dtype: int64 0.000342
689) 504     103
815     193
296     177
348     136
261      47
811     138
192      64
11       78
658     147
1591     85
285     227
788     160
661     148
860     136
1499    236
831     113
48       72
854     150
1240    154
577     166
1517    234
1565    111
1519     41
1395    144
165     117
1024    119
1420    121
1114     81
1295     84
679      99
       ... 
1052    130
1016    130
1696     83
1337    146
282     101
1702    200
464     127
963     192
1596    228
1287     63
1599     61
1265    241
1534     82
118     168
276      87
472      44
768     178
632     169
1257    158
480      49
570     172
312      56
1491    189
1670     13
413     170
1273     10
600     156
869      27
1453    111
1449    152
Name: 623, dtype: int64 0.000341
690) 504     170
815     114
296      90
348      15
261      41
811       2
192      37
11       45
658      22
1591     57
285     227
788      78
661      63
860      51
1499    199
831      79
48       60
854      21
1240    158
577     127
1517    135
1565     46
1519     15
1395     86
165      20
1024     58
1420     53
1114    183
1295    255
679     174
       ... 
1052     46
1016     23
1696    255
1337    232
282      13
1702    121
464      11
963     158
1596    136
1287     57
1599    255
1265     91
1534     73
118      45
276      14
472     167
768     184
632     208
1257    139
480      82
570      39
312      49
1491    122
1670     71
413      66
1273    130
600     206
869     255
1453    112
1449    116
Name: 1615, dtype: int64 0.000341
691) 504     118
815     107
296     224
348      49
261     113
811     142
192     186
11        0
658     135
1591    255
285      54
788      59
661     214
860       0
1499    116
831     203
48      222
854      36
1240     46
577     135
1517     89
1565     79
1519    255
1395    134
165      69
1024    222
1420    221
1114     66
1295    255
679      97
       ... 
1052     81
1016    255
1696     97
1337    111
282      70
1702    108
464     100
963      13
1596    241
1287    122
1599    153
1265    172
1534    187
118     200
276      61
472     178
768      98
632      37
1257    255
480     150
570     127
312     123
1491    162
1670    250
413     190
1273    255
600     108
869     255
1453    211
1449    231
Name: 294, dtype: int64 0.000339
692) 504     247
815     233
296      17
348     184
261     155
811     100
192     135
11      142
658     243
1591     75
285     200
788     149
661     157
860      50
1499     96
831     111
48      155
854     214
1240    168
577     224
1517    232
1565     79
1519    190
1395    108
165      39
1024    201
1420     39
1114    111
1295     86
679     192
       ... 
1052    124
1016     30
1696    186
1337    232
282     216
1702    169
464       7
963     194
1596     68
1287     41
1599     66
1265    121
1534     41
118      42
276     122
472     250
768     224
632     252
1257    113
480     245
570     212
312      51
1491    250
1670    147
413     239
1273    113
600     174
869      17
1453    111
1449    113
Name: 1315, dtype: int64 0.000339
693) 504      39
815     205
296     164
348     181
261      56
811     121
192      20
11       91
658      90
1591     24
285     198
788     123
661     141
860     175
1499     79
831     191
48      212
854     175
1240    212
577     156
1517    131
1565     99
1519     31
1395    113
165     154
1024     89
1420    150
1114    164
1295    137
679     215
       ... 
1052     34
1016     70
1696      3
1337     49
282      80
1702    193
464      83
963     189
1596    133
1287    239
1599     55
1265    207
1534     50
118     119
276     136
472     172
768     117
632     180
1257    103
480      77
570     173
312       8
1491     86
1670    165
413     200
1273    104
600     131
869     107
1453    206
1449    111
Name: 780, dtype: int64 0.000339
694) 504     170
815      64
296     127
348       4
261      28
811      55
192     161
11       44
658      10
1591    240
285      59
788     188
661      65
860     202
1499    205
831      17
48      104
854     172
1240     48
577     224
1517     69
1565     62
1519     46
1395     39
165       7
1024     74
1420    213
1114    132
1295    108
679     214
       ... 
1052    206
1016     46
1696     28
1337    232
282      14
1702    118
464     102
963      24
1596     97
1287    107
1599     64
1265     77
1534     23
118      33
276      33
472     232
768     225
632     248
1257     48
480     102
570      80
312      41
1491    151
1670     81
413       3
1273    120
600     199
869     253
1453    206
1449     56
Name: 1584, dtype: int64 0.000338
695) 504     216
815     138
296      88
348      99
261     255
811     255
192     255
11        4
658     217
1591    182
285     107
788     255
661     255
860       0
1499    203
831      76
48      212
854     206
1240     75
577      53
1517    191
1565    208
1519    255
1395    241
165     248
1024    211
1420     20
1114     27
1295    141
679     255
       ... 
1052    103
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     147
1596     41
1287    232
1599    217
1265     26
1534    154
118     255
276      71
472     192
768     194
632      79
1257    254
480      13
570     255
312     255
1491     56
1670     57
413      37
1273    212
600     255
869     255
1453      9
1449    127
Name: 1752, dtype: int64 0.000337
696) 504     188
815     188
296     131
348     171
261      49
811     191
192     162
11       72
658      17
1591     72
285     181
788     143
661      12
860     246
1499     50
831     232
48       59
854     143
1240     18
577     171
1517    166
1565    115
1519      8
1395    117
165     107
1024     76
1420     87
1114    241
1295     14
679      48
       ... 
1052     67
1016    197
1696     48
1337    201
282     116
1702    220
464     138
963     157
1596     91
1287    107
1599     49
1265    166
1534    150
118     104
276     163
472     222
768     155
632     213
1257    255
480      70
570     142
312     183
1491    236
1670    110
413     150
1273    140
600     136
869      23
1453     93
1449    194
Name: 1119, dtype: int64 0.000335
697) 504     208
815      82
296       4
348     105
261     145
811      59
192      46
11       83
658      86
1591     30
285      57
788      47
661     153
860     177
1499    156
831      87
48      122
854     142
1240    208
577      81
1517    174
1565     36
1519    188
1395     91
165     187
1024    119
1420    164
1114    116
1295     93
679      50
       ... 
1052    223
1016    116
1696     49
1337    155
282     111
1702    215
464       7
963      65
1596     88
1287     70
1599    241
1265     55
1534    249
118       6
276       2
472      27
768     120
632     183
1257    196
480      59
570      53
312      73
1491     39
1670     36
413      65
1273    117
600      31
869       2
1453    135
1449     26
Name: 1933, dtype: int64 0.000334
698) 504      40
815     227
296     218
348     131
261     144
811     170
192      49
11       85
658      11
1591    185
285       5
788     190
661      27
860     158
1499    101
831      28
48      147
854     150
1240     87
577     187
1517    205
1565    112
1519     35
1395     50
165      25
1024    104
1420     33
1114    114
1295     25
679     209
       ... 
1052    190
1016    152
1696     38
1337    232
282      11
1702    143
464     135
963     115
1596     26
1287     48
1599     37
1265     97
1534      9
118      26
276      59
472     227
768     240
632      56
1257     50
480     205
570     218
312     132
1491    248
1670     64
413      93
1273     75
600     219
869     163
1453    222
1449    105
Name: 1428, dtype: int64 0.000334
699) 504     159
815      60
296      58
348     206
261     180
811      64
192      88
11      142
658      73
1591    255
285     167
788      14
661      77
860     206
1499    203
831     166
48       50
854     106
1240    177
577     203
1517     75
1565      2
1519    255
1395     50
165     125
1024    221
1420     60
1114    233
1295    255
679      80
       ... 
1052     54
1016    255
1696    255
1337     34
282     155
1702    149
464     166
963     125
1596    212
1287     16
1599    115
1265     11
1534    129
118      54
276     234
472     190
768      13
632     232
1257    255
480     201
570      37
312     187
1491     13
1670    206
413      55
1273    255
600      31
869     255
1453     26
1449    227
Name: 2483, dtype: int64 0.000333
700) 504      64
815      63
296      89
348     152
261     221
811     242
192     255
11        0
658      63
1591    188
285     169
788       3
661      58
860       0
1499      0
831     186
48        0
854      74
1240    153
577     205
1517     65
1565      0
1519    204
1395    201
165     116
1024    222
1420     44
1114     98
1295     37
679      70
       ... 
1052    212
1016    255
1696    195
1337    105
282     177
1702    150
464     185
963     162
1596     58
1287     91
1599     99
1265     38
1534    146
118     255
276     242
472      95
768      12
632      43
1257    255
480     218
570      30
312     255
1491     14
1670     42
413      20
1273    255
600      28
869     255
1453     15
1449    227
Name: 2395, dtype: int64 0.000332
701) 504     134
815     132
296      58
348     192
261     205
811      88
192     121
11      240
658      95
1591     49
285     140
788      22
661      77
860     233
1499      2
831      86
48        0
854      50
1240    144
577     211
1517    171
1565      0
1519     41
1395    185
165     149
1024    222
1420     56
1114     58
1295     83
679      60
       ... 
1052    216
1016    255
1696    210
1337    114
282     189
1702    143
464     180
963     203
1596    105
1287     85
1599     36
1265     39
1534    144
118      87
276     244
472      92
768      34
632      78
1257     69
480      10
570      49
312     132
1491     70
1670    136
413      37
1273    255
600      40
869     255
1453      5
1449    245
Name: 2292, dtype: int64 0.000331
702) 504     170
815     186
296     207
348     103
261     160
811     177
192     143
11      255
658     188
1591    127
285     230
788     119
661     171
860     129
1499    223
831     127
48      243
854     106
1240    171
577     185
1517    156
1565    178
1519    255
1395    105
165      74
1024     80
1420    201
1114     80
1295    255
679     154
       ... 
1052     97
1016    255
1696     34
1337     58
282     115
1702    126
464      91
963     169
1596    237
1287    133
1599    116
1265    230
1534     31
118     187
276      50
472      76
768      90
632     174
1257    255
480      69
570     196
312      10
1491    161
1670    128
413     205
1273     61
600     167
869     255
1453    173
1449    244
Name: 177, dtype: int64 0.000330
703) 504      70
815      70
296      41
348     171
261     215
811      83
192      91
11       26
658      71
1591    172
285     163
788       5
661      82
860       8
1499      0
831     132
48        0
854      45
1240     70
577     202
1517    176
1565      0
1519    255
1395    216
165     121
1024    222
1420     54
1114     41
1295    138
679      91
       ... 
1052    183
1016    255
1696    255
1337     79
282     175
1702    161
464     208
963     203
1596     93
1287     86
1599     97
1265     28
1534     88
118     114
276     240
472     128
768      16
632      87
1257     92
480     220
570      21
312     118
1491     56
1670    201
413      30
1273    255
600      37
869     255
1453     17
1449    240
Name: 2441, dtype: int64 0.000330
704) 504     145
815     191
296     201
348     127
261     124
811     176
192     121
11      255
658     186
1591    190
285     229
788     152
661     184
860      64
1499    220
831      55
48      248
854     132
1240    142
577     174
1517    139
1565    208
1519    255
1395    111
165      83
1024    119
1420    204
1114     72
1295    255
679     152
       ... 
1052    239
1016    255
1696     59
1337    111
282     138
1702    127
464      56
963     147
1596    223
1287     68
1599     79
1265    246
1534     59
118     192
276      41
472      76
768      87
632     154
1257    255
480      31
570     195
312      15
1491    189
1670     99
413     213
1273     54
600     177
869     255
1453     42
1449    229
Name: 225, dtype: int64 0.000330
705) 504      38
815     203
296      12
348      77
261      53
811      21
192      27
11       86
658     133
1591    172
285     162
788     191
661     102
860      31
1499     44
831      20
48      156
854     179
1240    178
577     124
1517    131
1565    131
1519     44
1395    146
165      32
1024    222
1420     75
1114     87
1295     26
679     176
       ... 
1052     84
1016    165
1696     59
1337    203
282      69
1702    214
464      74
963     183
1596    149
1287    237
1599    215
1265    142
1534    208
118     135
276      23
472      89
768     148
632     230
1257    164
480     117
570      20
312      30
1491    196
1670     41
413     198
1273     80
600     127
869     255
1453    136
1449    103
Name: 962, dtype: int64 0.000329
706) 504     121
815     223
296     149
348     175
261     142
811     192
192     146
11       79
658      87
1591     64
285     170
788     133
661     222
860     192
1499     34
831     187
48       69
854     216
1240     70
577     154
1517    211
1565    100
1519     32
1395     36
165      42
1024     95
1420     78
1114    122
1295     29
679      74
       ... 
1052     91
1016    254
1696    255
1337    123
282     148
1702    165
464     174
963     211
1596     22
1287     82
1599     62
1265    163
1534     30
118     136
276     157
472     221
768     128
632     190
1257     48
480      65
570     184
312     181
1491    225
1670    160
413     193
1273      4
600     121
869     245
1453    218
1449    171
Name: 1128, dtype: int64 0.000329
707) 504       4
815     149
296     212
348      10
261     155
811     110
192      30
11       44
658       5
1591    255
285       5
788     177
661      24
860     165
1499    112
831     148
48      141
854      29
1240     35
577      84
1517    193
1565     97
1519     38
1395     58
165      20
1024     94
1420     44
1114     78
1295     24
679     212
       ... 
1052    193
1016    154
1696     94
1337    232
282      30
1702    240
464     139
963     195
1596     43
1287    170
1599    119
1265    108
1534     12
118      25
276     123
472     202
768     230
632       9
1257    119
480     142
570     217
312      94
1491    245
1670     38
413     226
1273     64
600     221
869     255
1453    204
1449     97
Name: 1477, dtype: int64 0.000329
708) 504     220
815      40
296      90
348     226
261     144
811      98
192      71
11       96
658      98
1591     26
285      70
788      37
661     116
860     139
1499    100
831      92
48      175
854     100
1240    129
577      29
1517    185
1565    255
1519     45
1395     91
165      27
1024     34
1420    180
1114    175
1295     58
679      55
       ... 
1052    210
1016     56
1696     47
1337    154
282     125
1702    192
464      37
963     225
1596     77
1287    128
1599    252
1265     48
1534     96
118      53
276     230
472      41
768     119
632     118
1257     82
480      58
570      68
312     145
1491     97
1670     91
413      87
1273     69
600      27
869      83
1453     72
1449     34
Name: 1940, dtype: int64 0.000328
709) 504      60
815     109
296      22
348     206
261     228
811      65
192      82
11      226
658     110
1591    255
285     155
788      24
661     201
860     200
1499    113
831     179
48       50
854     178
1240    191
577      26
1517    215
1565    244
1519    255
1395    104
165     151
1024     96
1420     76
1114    212
1295    255
679      58
       ... 
1052     57
1016    208
1696    255
1337     80
282     160
1702    146
464     108
963     169
1596     47
1287    147
1599     26
1265     54
1534    227
118      72
276     210
472     158
768      17
632     227
1257    147
480     220
570      48
312     128
1491    124
1670    176
413      47
1273    111
600      47
869     255
1453     56
1449    225
Name: 2371, dtype: int64 0.000326
710) 504     136
815       4
296     255
348      45
261     197
811     255
192     255
11       28
658      35
1591    235
285     102
788     255
661     176
860     110
1499      2
831     189
48        0
854     255
1240    193
577     255
1517     29
1565    254
1519    255
1395    255
165     166
1024    222
1420    207
1114    112
1295    130
679     255
       ... 
1052    169
1016    255
1696    255
1337     48
282     246
1702    108
464     108
963     150
1596    134
1287    217
1599    255
1265     68
1534    154
118     255
276     224
472     118
768     246
632      25
1257    103
480      41
570     255
312     255
1491     94
1670    237
413      82
1273    255
600     255
869     255
1453    104
1449     84
Name: 1749, dtype: int64 0.000323
711) 504     240
815     107
296     116
348     150
261      90
811      12
192     177
11       23
658      73
1591    255
285     164
788     108
661     124
860      61
1499    233
831     112
48       19
854      95
1240    241
577      28
1517    114
1565    128
1519     46
1395    141
165      40
1024    222
1420    179
1114    100
1295     53
679     170
       ... 
1052     82
1016     89
1696     50
1337    143
282       3
1702    160
464     190
963     160
1596    162
1287    191
1599    254
1265    155
1534    202
118     100
276     103
472      42
768     160
632     244
1257    133
480      55
570     104
312      76
1491    171
1670     26
413     219
1273    134
600      87
869     234
1453    167
1449    101
Name: 1009, dtype: int64 0.000323
712) 504      26
815     255
296     255
348      34
261     255
811     255
192     255
11      133
658     251
1591    255
285     169
788     255
661     255
860     147
1499    209
831      33
48        0
854     255
1240    128
577     255
1517    143
1565      3
1519    255
1395    255
165     255
1024    222
1420    137
1114    227
1295    174
679     255
       ... 
1052     22
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     113
1596    219
1287    193
1599    154
1265    216
1534     89
118     255
276     160
472     223
768     255
632      42
1257    143
480     255
570     255
312     255
1491    167
1670    202
413     255
1273    255
600     255
869      90
1453    243
1449    121
Name: 550, dtype: int64 0.000322
713) 504     144
815     181
296     202
348     127
261     134
811     173
192     120
11      255
658     190
1591    175
285     233
788     116
661     180
860      52
1499    248
831      61
48      232
854     132
1240    158
577     184
1517    137
1565    255
1519    255
1395    121
165      83
1024     99
1420    178
1114     85
1295    255
679     149
       ... 
1052    189
1016    255
1696     55
1337    111
282     116
1702     94
464      52
963     144
1596    213
1287    119
1599     45
1265    237
1534     77
118     193
276      50
472     161
768      73
632     157
1257    255
480      18
570     190
312      74
1491    165
1670     57
413     196
1273     44
600     158
869     255
1453     51
1449    174
Name: 274, dtype: int64 0.000322
714) 504     152
815     120
296      69
348      95
261     175
811      56
192      89
11       63
658      79
1591     36
285      74
788      47
661     124
860      42
1499    180
831      51
48       30
854     128
1240     45
577      87
1517     74
1565    255
1519    255
1395    165
165     214
1024     54
1420     95
1114    192
1295     41
679      27
       ... 
1052    234
1016    255
1696     49
1337     80
282     149
1702    202
464     155
963     247
1596     43
1287     71
1599     27
1265     10
1534    117
118      38
276      23
472      75
768      32
632     206
1257     29
480     190
570      50
312     146
1491     58
1670    100
413      23
1273     98
600      53
869     193
1453     41
1449    206
Name: 2134, dtype: int64 0.000322
715) 504      16
815     255
296     255
348      35
261     255
811     255
192     255
11      149
658     251
1591    255
285     159
788     255
661     255
860     121
1499    215
831      98
48        0
854     255
1240    152
577     255
1517    146
1565      9
1519    255
1395    255
165     255
1024    222
1420    137
1114    108
1295    240
679     255
       ... 
1052     19
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     146
1596    221
1287    160
1599    156
1265    217
1534     75
118     255
276     162
472      89
768     255
632      43
1257     69
480     255
570     255
312     255
1491    147
1670    204
413     255
1273    255
600     255
869      90
1453    241
1449    178
Name: 600, dtype: int64 0.000321
716) 504     225
815      27
296      83
348     139
261     203
811      61
192      75
11      151
658     186
1591    255
285      97
788      66
661      50
860       5
1499     40
831      89
48       86
854      84
1240     58
577      46
1517    230
1565    222
1519    141
1395    123
165     231
1024     86
1420     43
1114     90
1295    141
679      29
       ... 
1052    129
1016    255
1696    255
1337    233
282     171
1702    108
464     202
963     147
1596    119
1287    129
1599    157
1265     29
1534     83
118     143
276     174
472     102
768      41
632     114
1257    255
480      21
570      67
312     227
1491     16
1670     11
413      58
1273    161
600      15
869      95
1453      9
1449    235
Name: 1805, dtype: int64 0.000321
717) 504     236
815      32
296      33
348      13
261     141
811      89
192     185
11       34
658      33
1591     74
285     252
788     215
661      93
860      54
1499    193
831       6
48       98
854      85
1240    191
577     227
1517     33
1565    114
1519    255
1395    109
165       4
1024     44
1420     54
1114     51
1295    200
679     109
       ... 
1052    109
1016     54
1696    251
1337    232
282      24
1702    117
464     203
963     169
1596     95
1287     32
1599    171
1265    117
1534    119
118      22
276      81
472     226
768     236
632     234
1257     47
480      96
570      82
312      68
1491    230
1670    157
413     233
1273     96
600     198
869      13
1453    128
1449    112
Name: 1362, dtype: int64 0.000321
718) 504      35
815     255
296     245
348      31
261     255
811     255
192     255
11      205
658     234
1591    255
285     182
788     255
661     255
860     132
1499    214
831     229
48        0
854     255
1240    197
577     219
1517    172
1565      0
1519    255
1395    255
165     255
1024    222
1420    135
1114    103
1295    255
679     255
       ... 
1052     16
1016    255
1696    255
1337    114
282     255
1702    108
464     255
963      14
1596    196
1287    182
1599    255
1265    187
1534    127
118     255
276      54
472     106
768     228
632      41
1257    106
480      90
570     255
312     255
1491    121
1670    207
413     255
1273    255
600     255
869     255
1453    249
1449    212
Name: 351, dtype: int64 0.000321
719) 504     109
815     146
296      83
348      89
261     255
811     255
192     255
11      222
658     217
1591    142
285     102
788     255
661     255
860       0
1499    200
831     190
48       90
854     203
1240     39
577      54
1517    179
1565    213
1519    255
1395    140
165     248
1024    208
1420     39
1114    187
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     185
1596    100
1287    165
1599     68
1265     50
1534    175
118     255
276     115
472     116
768     174
632      79
1257     93
480      31
570     255
312     255
1491     54
1670    198
413     130
1273    184
600     255
869      18
1453     10
1449     59
Name: 1652, dtype: int64 0.000320
720) 504     219
815      12
296      72
348     168
261     191
811      60
192      64
11      214
658     147
1591    255
285      79
788     170
661     146
860     100
1499    176
831     111
48      126
854     151
1240    205
577      45
1517    247
1565     43
1519     78
1395     37
165     218
1024     55
1420     41
1114    104
1295    141
679      53
       ... 
1052    135
1016    168
1696    255
1337    233
282     174
1702     96
464     202
963      37
1596    137
1287    113
1599    156
1265     48
1534    214
118      42
276     176
472     170
768     195
632     206
1257    255
480      51
570      71
312      37
1491     93
1670     10
413      53
1273    102
600     130
869      32
1453    155
1449    243
Name: 1809, dtype: int64 0.000320
721) 504     125
815     205
296      32
348     199
261     198
811      29
192      88
11      222
658     174
1591    255
285     103
788      58
661     195
860      80
1499    152
831     144
48      210
854     185
1240     30
577      77
1517    194
1565     82
1519    255
1395    150
165     217
1024    120
1420    159
1114    190
1295    125
679      26
       ... 
1052    141
1016     64
1696    255
1337     68
282     132
1702    189
464     165
963      50
1596     46
1287    101
1599     37
1265     35
1534     31
118      99
276     221
472     161
768      73
632     221
1257     59
480     201
570      43
312      87
1491     88
1670     63
413      38
1273    130
600      47
869     255
1453     66
1449    224
Name: 2063, dtype: int64 0.000320
722) 504     126
815     188
296      32
348     199
261     205
811      29
192      84
11      180
658     172
1591    255
285     111
788      56
661     197
860     176
1499    159
831     148
48       81
854     176
1240     25
577      69
1517    207
1565     84
1519    255
1395    142
165     215
1024     97
1420     37
1114    168
1295    125
679      26
       ... 
1052    143
1016     49
1696    255
1337     67
282     134
1702    192
464     205
963      42
1596     79
1287    104
1599     34
1265     19
1534     54
118      77
276     225
472     160
768      74
632     228
1257    137
480     200
570      45
312      94
1491     83
1670     69
413      25
1273     79
600      45
869     255
1453     64
1449    193
Name: 2062, dtype: int64 0.000318
723) 504      73
815     180
296     163
348     143
261      70
811     135
192      27
11      110
658     161
1591    145
285     195
788     167
661     153
860     121
1499    157
831     236
48      126
854     165
1240    180
577     162
1517    190
1565    131
1519     32
1395    164
165     125
1024     36
1420    101
1114    246
1295    149
679     178
       ... 
1052    113
1016    146
1696     64
1337    165
282      90
1702    202
464     147
963     171
1596    203
1287     93
1599     79
1265    233
1534    103
118      60
276     117
472     102
768     153
632     184
1257    211
480      73
570     184
312      61
1491    195
1670     42
413     200
1273     72
600     133
869     255
1453     69
1449    150
Name: 669, dtype: int64 0.000318
724) 504      15
815      16
296      48
348      18
261      95
811      84
192      24
11      102
658       6
1591    255
285       2
788     177
661       7
860      97
1499    184
831      50
48      167
854      19
1240    118
577       4
1517    102
1565     95
1519     29
1395     49
165      15
1024     93
1420     60
1114    153
1295    149
679     208
       ... 
1052    211
1016     53
1696     46
1337    232
282      13
1702    146
464      95
963      20
1596    188
1287    159
1599     20
1265     83
1534     21
118      39
276       7
472     223
768     226
632     156
1257    132
480      78
570     135
312      83
1491     97
1670     80
413     201
1273     96
600     220
869     255
1453    206
1449     92
Name: 1628, dtype: int64 0.000317
725) 504     250
815     231
296     234
348     246
261      83
811     100
192     191
11       79
658     172
1591    168
285      24
788     215
661     188
860     146
1499     59
831     136
48      148
854     208
1240     80
577     225
1517    180
1565    104
1519     11
1395     15
165      25
1024     97
1420     47
1114    110
1295    111
679      94
       ... 
1052    160
1016    156
1696    224
1337    186
282     166
1702    210
464      59
963     244
1596     79
1287    145
1599     70
1265    171
1534     22
118      80
276     158
472     211
768     137
632       4
1257    144
480     167
570     200
312     193
1491    246
1670    161
413     187
1273      4
600     132
869      33
1453    163
1449    177
Name: 1277, dtype: int64 0.000317
726) 504     230
815      57
296     255
348      24
261     129
811     255
192     255
11        0
658     191
1591    255
285      50
788     255
661      59
860       0
1499     21
831     108
48        0
854     255
1240     89
577     255
1517     12
1565      0
1519    255
1395    255
165      56
1024    222
1420    183
1114    140
1295    255
679     255
       ... 
1052     15
1016    255
1696    255
1337     39
282     247
1702    108
464     105
963     239
1596     85
1287    201
1599    255
1265    142
1534     81
118     255
276      67
472       8
768     248
632      13
1257    255
480      91
570     255
312     255
1491    101
1670    223
413     109
1273    255
600     255
869     255
1453    249
1449    208
Name: 49, dtype: int64 0.000317
727) 504     162
815      86
296      27
348     199
261     107
811      43
192      29
11      132
658      87
1591    211
285      66
788      16
661     210
860     163
1499    117
831       4
48       89
854     197
1240    201
577      45
1517    224
1565    128
1519    254
1395     95
165      26
1024     83
1420     43
1114    146
1295    137
679      12
       ... 
1052     50
1016    142
1696    101
1337    154
282      24
1702    205
464       7
963      26
1596    121
1287     70
1599     21
1265    111
1534    233
118      78
276     197
472      20
768      61
632     206
1257     25
480      88
570      68
312      11
1491    166
1670     62
413      62
1273     88
600      28
869     255
1453    135
1449    118
Name: 1922, dtype: int64 0.000314
728) 504      47
815     208
296     168
348     170
261      34
811     183
192     117
11      109
658      72
1591     38
285     210
788     123
661     148
860     150
1499     57
831     178
48       34
854     177
1240    219
577     180
1517    109
1565    115
1519     37
1395    121
165     184
1024     64
1420    123
1114    144
1295    109
679     179
       ... 
1052    150
1016     61
1696     67
1337     42
282      92
1702    187
464     100
963     196
1596    200
1287    174
1599     24
1265    200
1534     98
118     122
276      24
472     223
768     117
632     189
1257     23
480      69
570     173
312      31
1491    125
1670    166
413     199
1273    127
600     118
869      22
1453    206
1449     98
Name: 827, dtype: int64 0.000313
729) 504      51
815     162
296     176
348     243
261      24
811     119
192      28
11      255
658     177
1591     52
285     121
788     158
661     116
860     231
1499     20
831      36
48      217
854     150
1240    170
577     129
1517     44
1565    102
1519    255
1395    103
165     120
1024    181
1420    234
1114     52
1295    120
679     103
       ... 
1052    116
1016    143
1696     49
1337    145
282      41
1702    221
464      96
963     134
1596    228
1287     68
1599     61
1265    216
1534    204
118     137
276      76
472     101
768     157
632     115
1257     50
480     151
570     155
312     107
1491    112
1670    156
413     185
1273     56
600     114
869     110
1453    166
1449    115
Name: 637, dtype: int64 0.000309
730) 504      75
815     173
296     182
348     136
261      94
811     132
192      30
11      255
658     202
1591     55
285     181
788     121
661     116
860      70
1499     59
831     113
48      229
854     131
1240    145
577     166
1517     96
1565     65
1519    253
1395     43
165      94
1024    213
1420    211
1114     68
1295     31
679     129
       ... 
1052    150
1016     41
1696      4
1337    112
282      37
1702    199
464      92
963     177
1596    235
1287    215
1599     55
1265    223
1534    150
118     151
276     118
472      78
768     145
632     157
1257    220
480     162
570     181
312     102
1491     74
1670    181
413     176
1273    131
600     126
869      12
1453     74
1449    127
Name: 534, dtype: int64 0.000308
731) 504     186
815     182
296      84
348     212
261     159
811       6
192      60
11       76
658      48
1591     25
285      59
788      93
661     146
860     175
1499    106
831     172
48      127
854      66
1240     64
577     177
1517     46
1565    255
1519    150
1395     13
165     204
1024     47
1420    191
1114      9
1295     94
679     194
       ... 
1052    189
1016    101
1696     91
1337    232
282     149
1702    108
464      72
963     141
1596     92
1287    170
1599    172
1265     73
1534    213
118     114
276     183
472     191
768     154
632     117
1257      7
480     198
570      12
312      59
1491     93
1670    123
413     228
1273     62
600     181
869     227
1453     94
1449     42
Name: 1692, dtype: int64 0.000308
732) 504      50
815      10
296     255
348      29
261     100
811     255
192     255
11        0
658     187
1591    243
285      36
788     255
661     229
860       0
1499     29
831     110
48      216
854     255
1240     81
577     255
1517     24
1565      0
1519    255
1395    255
165     114
1024    222
1420    250
1114    149
1295    255
679     255
       ... 
1052     31
1016     61
1696    136
1337     48
282     248
1702    108
464     120
963     122
1596    167
1287    196
1599    232
1265    158
1534    177
118     255
276      92
472      86
768     253
632      17
1257    255
480      96
570     255
312     255
1491     65
1670    252
413     133
1273    255
600     255
869     255
1453    187
1449     55
Name: 599, dtype: int64 0.000307
733) 504     251
815     181
296     149
348     231
261     128
811     194
192     138
11      109
658      52
1591    158
285     139
788      85
661     142
860     112
1499     42
831     175
48      105
854     191
1240    228
577     133
1517     52
1565     34
1519     45
1395     84
165     190
1024    194
1420    232
1114    221
1295     80
679     182
       ... 
1052    108
1016    161
1696     22
1337    171
282      88
1702    251
464     140
963     207
1596     64
1287    153
1599     75
1265    164
1534    162
118     131
276      96
472     204
768     186
632     157
1257    255
480      73
570     142
312     161
1491     92
1670     71
413     176
1273    143
600     112
869     153
1453    232
1449     74
Name: 985, dtype: int64 0.000307
734) 504     144
815      12
296      48
348     161
261     229
811      54
192      74
11        0
658     215
1591    255
285     154
788     138
661      42
860       0
1499    156
831      78
48        2
854      90
1240    116
577      16
1517    228
1565      2
1519    255
1395    255
165     176
1024    222
1420     55
1114     42
1295    255
679      82
       ... 
1052    139
1016    176
1696    255
1337     81
282     204
1702    178
464      83
963      42
1596    121
1287     15
1599    146
1265     24
1534    166
118     142
276     231
472     109
768      26
632      92
1257    255
480     213
570      20
312     239
1491     24
1670    166
413      69
1273    255
600      26
869     255
1453    115
1449    253
Name: 2405, dtype: int64 0.000303
735) 504     175
815      25
296      62
348       6
261     157
811      14
192      89
11      122
658       7
1591     43
285      70
788     139
661       8
860     239
1499    191
831      29
48      118
854       6
1240     29
577     229
1517    212
1565     46
1519     76
1395     25
165       8
1024     77
1420     29
1114    144
1295    110
679      50
       ... 
1052    224
1016     93
1696     52
1337    232
282     115
1702    220
464      32
963      67
1596    188
1287     73
1599    255
1265     78
1534     61
118      51
276      54
472     121
768     180
632      22
1257    255
480     230
570       6
312      12
1491    108
1670     28
413      39
1273    113
600      57
869     255
1453    196
1449     62
Name: 1781, dtype: int64 0.000301
736) 504     187
815     122
296     184
348      91
261     129
811     179
192     135
11      255
658     248
1591    255
285     232
788     154
661     150
860     131
1499    243
831      73
48        0
854      84
1240    153
577     141
1517    160
1565      1
1519    255
1395    249
165      81
1024    222
1420    160
1114     96
1295    255
679     133
       ... 
1052    241
1016    255
1696    255
1337     42
282      95
1702    108
464     130
963     206
1596    157
1287    178
1599    255
1265    185
1534     10
118     183
276      17
472      14
768      82
632     158
1257    255
480     164
570     164
312      37
1491    198
1670    238
413     177
1273    253
600     185
869     255
1453    248
1449    152
Name: 63, dtype: int64 0.000297
737) 504     179
815     175
296      42
348     170
261     183
811      77
192      83
11      149
658     114
1591     99
285      98
788     131
661     177
860      37
1499    179
831     128
48       87
854     183
1240     93
577      75
1517    152
1565     86
1519     83
1395     72
165      41
1024    140
1420     28
1114    218
1295    149
679      75
       ... 
1052     48
1016     16
1696    255
1337    232
282     134
1702    157
464      11
963     157
1596    216
1287     99
1599    255
1265     76
1534     41
118      38
276     163
472     104
768      50
632     227
1257    254
480     140
570     114
312      66
1491    102
1670     73
413     100
1273    139
600     161
869     255
1453    115
1449    109
Name: 1715, dtype: int64 0.000293
738) 504     252
815     212
296     145
348     204
261     126
811     186
192     131
11      101
658     142
1591     43
285     170
788     127
661     160
860     132
1499     45
831     209
48       73
854     151
1240     39
577     157
1517     91
1565     57
1519     23
1395     83
165      76
1024     97
1420     82
1114     48
1295    107
679     123
       ... 
1052    109
1016    254
1696    251
1337    137
282     152
1702    180
464     139
963     154
1596     74
1287    109
1599    162
1265    146
1534     56
118     143
276     189
472     224
768     136
632     194
1257    255
480     151
570     169
312     178
1491    219
1670    156
413     187
1273     91
600     110
869      84
1453    227
1449    149
Name: 1131, dtype: int64 0.000292
739) 504     160
815     176
296     199
348     126
261     112
811     173
192     157
11      201
658     224
1591    255
285     234
788     119
661     184
860     148
1499    228
831      85
48      199
854     132
1240    149
577     175
1517    189
1565    255
1519    255
1395     95
165      77
1024    148
1420     78
1114     87
1295    255
679     151
       ... 
1052    206
1016    255
1696    117
1337    107
282     187
1702    108
464      48
963     170
1596    161
1287    111
1599    113
1265    234
1534     80
118     197
276      28
472      84
768     123
632     154
1257    132
480      79
570     183
312      60
1491    207
1670     79
413     196
1273     75
600     182
869     255
1453     55
1449    241
Name: 220, dtype: int64 0.000290
740) 504     123
815     129
296     215
348      75
261     110
811     138
192     152
11        0
658     145
1591     75
285     104
788      89
661     176
860      43
1499     68
831     248
48      123
854     104
1240     98
577     125
1517     45
1565     65
1519    255
1395     76
165      82
1024    164
1420    217
1114     81
1295    255
679     113
       ... 
1052     31
1016    255
1696     22
1337    207
282      46
1702    108
464     207
963     145
1596    103
1287     91
1599    180
1265    188
1534     88
118     148
276      36
472     188
768     198
632      79
1257    255
480     159
570     174
312      56
1491    173
1670    225
413     191
1273    180
600     112
869      65
1453     33
1449    202
Name: 340, dtype: int64 0.000290
741) 504     126
815     132
296      51
348     201
261     160
811      73
192      87
11      191
658     113
1591     44
285     116
788      37
661     203
860     219
1499    206
831      50
48      150
854     160
1240     83
577     206
1517    154
1565    255
1519    255
1395    167
165     217
1024    118
1420    183
1114    210
1295    125
679      60
       ... 
1052     66
1016    144
1696     57
1337     60
282     164
1702    175
464     158
963     158
1596     41
1287     74
1599     27
1265     17
1534    162
118      28
276     206
472      50
768      33
632     218
1257    113
480     195
570      64
312     127
1491     94
1670     93
413      37
1273     78
600      76
869     139
1453     64
1449    109
Name: 2178, dtype: int64 0.000290
742) 504     145
815      70
296      54
348     207
261     165
811      19
192      56
11      199
658     154
1591    255
285      91
788      69
661     188
860     121
1499    158
831     105
48      199
854     176
1240     18
577      44
1517    183
1565     94
1519    255
1395    125
165     218
1024     68
1420     43
1114    169
1295    125
679      24
       ... 
1052    127
1016     49
1696    255
1337    104
282      53
1702    220
464     216
963      33
1596    101
1287    143
1599    154
1265     75
1534     32
118     100
276     240
472      31
768      60
632     199
1257    150
480     121
570      74
312      26
1491     46
1670     15
413      45
1273    149
600      28
869     255
1453     77
1449    194
Name: 1962, dtype: int64 0.000290
743) 504      32
815     127
296     182
348     233
261     139
811     191
192     194
11      123
658     106
1591     46
285      20
788     103
661     171
860     133
1499     75
831     183
48      220
854      82
1240     42
577     138
1517     20
1565     32
1519    255
1395     26
165     196
1024    170
1420    245
1114    250
1295     64
679     161
       ... 
1052    100
1016     85
1696    180
1337     54
282     106
1702    237
464     123
963       9
1596    122
1287    175
1599    189
1265    140
1534    107
118     112
276      94
472     218
768      93
632      86
1257    148
480     148
570     113
312     130
1491    129
1670    165
413     120
1273     89
600      82
869      45
1453    145
1449      7
Name: 892, dtype: int64 0.000289
744) 504      75
815     156
296      93
348      64
261     255
811     255
192     255
11       25
658     150
1591    255
285      49
788     255
661     255
860      64
1499    190
831     121
48      136
854     207
1240    253
577      66
1517    176
1565    255
1519    255
1395    255
165     248
1024    163
1420    139
1114    126
1295    174
679     255
       ... 
1052     85
1016    255
1696     56
1337    143
282     255
1702    108
464     255
963      17
1596    169
1287    146
1599     65
1265    125
1534    214
118     255
276      88
472     186
768      83
632      72
1257    173
480      90
570     255
312     255
1491    106
1670    119
413     107
1273    105
600     255
869     241
1453    215
1449     85
Name: 1152, dtype: int64 0.000289
745) 504      60
815     186
296     156
348     134
261      78
811     124
192      13
11       67
658     122
1591     83
285     201
788     147
661     153
860     167
1499     47
831     209
48      145
854     137
1240    179
577     163
1517    149
1565     48
1519     36
1395    145
165     140
1024     53
1420    140
1114    228
1295     28
679     188
       ... 
1052    116
1016    170
1696     34
1337     58
282      52
1702    168
464     143
963     138
1596     92
1287    177
1599     50
1265    231
1534     77
118     151
276      93
472     183
768     107
632     183
1257    203
480      70
570     157
312      16
1491    191
1670     96
413     174
1273    122
600     162
869     255
1453    117
1449    104
Name: 770, dtype: int64 0.000288
746) 504      40
815      98
296     110
348     112
261      24
811     114
192     113
11      122
658     140
1591    255
285     129
788     100
661      88
860      64
1499     88
831     172
48       21
854     106
1240    246
577     163
1517    104
1565    255
1519    126
1395    160
165     206
1024    114
1420    170
1114     87
1295     52
679     190
       ... 
1052     77
1016    255
1696    226
1337     30
282      63
1702    108
464     117
963     188
1596    146
1287    219
1599    189
1265    149
1534     96
118      32
276     188
472     147
768       6
632     183
1257     43
480     237
570     106
312      74
1491    153
1670     80
413     225
1273     46
600     144
869     236
1453    171
1449    169
Name: 808, dtype: int64 0.000288
747) 504      83
815     104
296     109
348       6
261     131
811      58
192      94
11       53
658       7
1591    249
285      55
788     191
661      64
860     183
1499    194
831      81
48       64
854      15
1240     39
577     229
1517    143
1565     90
1519     41
1395     41
165      25
1024     85
1420     49
1114    116
1295    105
679     215
       ... 
1052    209
1016     37
1696     23
1337    232
282      16
1702    118
464      56
963      30
1596    169
1287    167
1599    150
1265     76
1534      7
118      32
276      27
472     234
768     220
632     243
1257     98
480     238
570      83
312      63
1491    231
1670     87
413      93
1273    131
600     201
869     255
1453    195
1449     74
Name: 1582, dtype: int64 0.000285
748) 504     173
815     105
296      44
348      48
261     153
811       9
192       4
11      118
658      74
1591    240
285     125
788     117
661     224
860     139
1499    196
831     114
48      119
854     195
1240    182
577      21
1517    175
1565     74
1519     58
1395      7
165      46
1024    105
1420     47
1114    191
1295     77
679       5
       ... 
1052    119
1016    206
1696    255
1337    232
282       0
1702    202
464     123
963     137
1596    128
1287     70
1599    161
1265    121
1534     65
118      12
276      24
472     168
768      23
632     212
1257     25
480     229
570       8
312      94
1491    188
1670     25
413      42
1273     73
600      53
869     255
1453    161
1449    115
Name: 1772, dtype: int64 0.000284
749) 504     240
815     234
296     198
348     131
261      93
811     103
192     196
11      112
658     155
1591     46
285     148
788     222
661     133
860     164
1499     79
831     120
48      189
854     205
1240    203
577     225
1517     66
1565     76
1519     35
1395     57
165      20
1024    222
1420     58
1114     34
1295     39
679     193
       ... 
1052    162
1016     49
1696     76
1337    232
282     192
1702    119
464     162
963     175
1596     25
1287    111
1599     78
1265    130
1534     88
118      20
276     174
472     200
768     135
632     203
1257    148
480     203
570     211
312     105
1491    245
1670    139
413     161
1273    117
600     121
869     105
1453    195
1449    111
Name: 1284, dtype: int64 0.000284
750) 504     175
815      87
296      89
348     230
261     144
811      76
192     167
11       97
658     101
1591     25
285      84
788      62
661      86
860      61
1499    100
831      95
48        4
854      66
1240     80
577      24
1517    131
1565    251
1519     52
1395    185
165     178
1024     64
1420    145
1114    153
1295     34
679      67
       ... 
1052    206
1016    173
1696     77
1337    112
282     146
1702    108
464     103
963     168
1596     46
1287    188
1599    147
1265     44
1534    107
118      96
276     186
472      80
768      85
632      87
1257    172
480      51
570      62
312     135
1491     67
1670     63
413      62
1273     97
600      20
869     255
1453     18
1449     39
Name: 1992, dtype: int64 0.000283
751) 504     197
815     255
296     240
348      63
261     255
811     255
192     255
11      255
658     208
1591    192
285      79
788     255
661     255
860       1
1499    209
831     205
48       99
854     255
1240     42
577     209
1517    111
1565    255
1519    255
1395    255
165     255
1024    222
1420    141
1114     45
1295    255
679     255
       ... 
1052     94
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     150
1596    176
1287    232
1599    255
1265    101
1534    230
118     255
276     104
472      54
768     231
632      74
1257    255
480      30
570     255
312     255
1491    179
1670    179
413     255
1273    180
600     255
869      49
1453    190
1449     66
Name: 1501, dtype: int64 0.000283
752) 504      25
815      89
296     121
348     103
261       9
811      72
192      31
11       98
658     134
1591    255
285      94
788      62
661      49
860      72
1499     21
831      54
48       50
854      84
1240    251
577      77
1517     87
1565    255
1519    222
1395     58
165     241
1024    147
1420    181
1114     66
1295    105
679     182
       ... 
1052    128
1016    255
1696    123
1337     93
282      56
1702    108
464     146
963     196
1596    192
1287    219
1599    255
1265    127
1534    151
118     161
276      54
472     211
768     135
632     106
1257    255
480     117
570      93
312     242
1491    127
1670     48
413     110
1273     52
600      91
869       1
1453    144
1449    186
Name: 955, dtype: int64 0.000283
753) 504     204
815      67
296     247
348      28
261     105
811     255
192     255
11        0
658     171
1591    255
285      20
788     255
661     171
860       0
1499     24
831     104
48        0
854     255
1240     71
577     191
1517     24
1565      0
1519    255
1395    255
165      57
1024    222
1420    211
1114    112
1295    255
679     242
       ... 
1052     37
1016    255
1696    255
1337     62
282     156
1702    108
464     151
963     225
1596     61
1287    222
1599    255
1265    166
1534    137
118     255
276      12
472      76
768      44
632      16
1257    255
480     116
570     255
312     255
1491     59
1670    228
413     142
1273    255
600     255
869     255
1453    246
1449    248
Name: 198, dtype: int64 0.000280
754) 504     129
815      96
296      60
348     196
261     191
811      35
192      95
11      208
658     157
1591    255
285      48
788      64
661     210
860      43
1499    131
831      45
48      193
854     194
1240     22
577     194
1517    160
1565     12
1519    255
1395    165
165     209
1024     85
1420     92
1114    216
1295     65
679      66
       ... 
1052    154
1016     28
1696    255
1337     39
282     172
1702    170
464     187
963     195
1596     37
1287    130
1599     28
1265     33
1534    159
118      91
276     212
472      88
768     155
632     227
1257     44
480     204
570      53
312      56
1491    131
1670     74
413      36
1273    138
600      51
869     255
1453     94
1449    221
Name: 2167, dtype: int64 0.000280
755) 504      50
815     104
296       3
348     128
261      29
811      80
192     152
11      122
658     136
1591    255
285      88
788      77
661     160
860     108
1499     77
831     129
48        6
854     106
1240    242
577     211
1517    104
1565    255
1519    249
1395    160
165     138
1024    161
1420    171
1114    134
1295     46
679     112
       ... 
1052     93
1016    162
1696    255
1337    123
282     214
1702    108
464     121
963      86
1596    148
1287    187
1599    248
1265    191
1534     76
118      49
276     190
472      77
768       7
632     153
1257     31
480     237
570     110
312      66
1491    161
1670     90
413     228
1273     56
600     125
869     255
1453    173
1449    120
Name: 708, dtype: int64 0.000279
756) 504      35
815      94
296     250
348      47
261      51
811     255
192     255
11      126
658      67
1591    244
285      84
788     255
661      58
860     104
1499     99
831     126
48       88
854     255
1240    106
577     190
1517     72
1565    255
1519    255
1395    255
165     192
1024    183
1420    246
1114    160
1295    149
679     241
       ... 
1052      6
1016    255
1696    255
1337    107
282     160
1702    108
464      80
963     169
1596    145
1287    217
1599    223
1265    123
1534     40
118     255
276     155
472      82
768      71
632      30
1257     24
480     113
570     255
312     255
1491     98
1670    237
413      95
1273    161
600     255
869     184
1453    117
1449     46
Name: 1148, dtype: int64 0.000278
757) 504      53
815      56
296     192
348      44
261     187
811     255
192     255
11      155
658     225
1591    255
285     173
788     255
661      38
860     167
1499    232
831     122
48        0
854      35
1240    151
577      92
1517    188
1565      0
1519    101
1395    240
165     113
1024    222
1420    145
1114    134
1295    234
679     255
       ... 
1052     33
1016    159
1696    255
1337    104
282     255
1702    108
464     116
963     142
1596    159
1287    152
1599    255
1265    185
1534     71
118     255
276      94
472     172
768     152
632      64
1257     28
480      99
570     249
312     255
1491     77
1670    212
413     129
1273    255
600     165
869     255
1453    242
1449    183
Name: 403, dtype: int64 0.000278
758) 504     186
815      55
296      64
348     173
261     169
811      45
192      17
11      205
658     132
1591    252
285      89
788      93
661     171
860     192
1499    128
831      92
48      140
854     177
1240     48
577      41
1517    169
1565    108
1519    112
1395     69
165     218
1024     23
1420     47
1114    181
1295    141
679      18
       ... 
1052     86
1016     14
1696    255
1337    206
282     108
1702    211
464     205
963      51
1596    140
1287     82
1599    111
1265     84
1534     62
118      70
276     183
472     149
768     200
632     220
1257    255
480      67
570      72
312      29
1491     75
1670      6
413      51
1273    103
600      38
869      93
1453    145
1449    227
Name: 1861, dtype: int64 0.000275
759) 504     173
815      30
296     128
348     230
261      45
811     229
192     255
11       85
658      41
1591     35
285      67
788     120
661      96
860      48
1499     86
831     208
48      188
854     107
1240     58
577      77
1517     78
1565    255
1519    255
1395    152
165     197
1024     57
1420    222
1114     82
1295    158
679       5
       ... 
1052    158
1016    126
1696    232
1337    219
282     103
1702    108
464      67
963     178
1596    198
1287     91
1599    167
1265     87
1534    216
118     255
276     166
472      51
768     118
632      54
1257      9
480     110
570      84
312     255
1491    208
1670    220
413      99
1273    118
600      19
869      40
1453     82
1449     46
Name: 1495, dtype: int64 0.000272
760) 504     189
815     113
296     149
348      45
261       2
811      86
192      99
11       50
658       7
1591    176
285      52
788     186
661      14
860     223
1499    176
831      56
48       98
854       8
1240    164
577     100
1517    190
1565     96
1519     37
1395     47
165      31
1024     94
1420     50
1114    127
1295    113
679     201
       ... 
1052    202
1016     54
1696     21
1337    232
282      27
1702    110
464     121
963      78
1596    100
1287     99
1599     71
1265     85
1534     22
118      40
276      46
472     242
768     231
632     216
1257     46
480     243
570     192
312      68
1491    236
1670    102
413      64
1273     87
600     208
869     255
1453    217
1449     74
Name: 1531, dtype: int64 0.000270
761) 504     126
815      97
296     225
348      44
261     121
811     228
192     255
11        0
658     146
1591    255
285      34
788      66
661     221
860       0
1499    105
831     247
48      101
854      74
1240     58
577     115
1517     37
1565      0
1519    255
1395    203
165      63
1024    222
1420    225
1114    101
1295    255
679      90
       ... 
1052     20
1016    255
1696    161
1337    110
282      63
1702    108
464      59
963     211
1596    239
1287    238
1599    154
1265    168
1534    174
118     255
276      22
472     179
768     104
632      31
1257    255
480     117
570     124
312     255
1491    143
1670    247
413     133
1273    255
600      86
869     255
1453    222
1449    229
Name: 295, dtype: int64 0.000270
762) 504     175
815      68
296     199
348      54
261      68
811     165
192     129
11        0
658     234
1591    255
285     219
788       9
661      46
860       2
1499    237
831      31
48        0
854      53
1240    233
577     124
1517    227
1565      0
1519    255
1395    216
165     104
1024    222
1420    136
1114     71
1295    135
679     103
       ... 
1052    242
1016    195
1696    255
1337     42
282     198
1702    108
464      45
963     164
1596    124
1287    124
1599    255
1265    164
1534     12
118     196
276      47
472      78
768     101
632      74
1257    255
480     132
570     113
312      28
1491    121
1670    219
413     155
1273    255
600     168
869     255
1453    253
1449    151
Name: 56, dtype: int64 0.000269
763) 504      72
815     145
296     188
348     146
261      87
811     120
192      56
11      253
658     195
1591     58
285      99
788     152
661      97
860      73
1499     47
831     102
48      132
854     110
1240     60
577     133
1517     53
1565     50
1519    255
1395    102
165     116
1024    149
1420    240
1114     70
1295     26
679     110
       ... 
1052     85
1016     51
1696     20
1337     80
282      32
1702    219
464      13
963     181
1596    142
1287     74
1599     67
1265    209
1534    220
118     144
276     101
472      86
768     134
632      97
1257    212
480     161
570     147
312      97
1491    190
1670    190
413     133
1273     56
600     121
869      27
1453    110
1449     14
Name: 589, dtype: int64 0.000266
764) 504     175
815     164
296      81
348     226
261     167
811      25
192      68
11       56
658      57
1591     11
285      50
788     150
661     145
860     140
1499    106
831     192
48      169
854      67
1240     55
577     129
1517     81
1565    255
1519     47
1395      5
165     204
1024     44
1420    178
1114    138
1295     86
679      89
       ... 
1052    192
1016    146
1696    108
1337    232
282     149
1702    108
464      49
963     206
1596    105
1287    167
1599    237
1265     80
1534    215
118     119
276     200
472     182
768     168
632     133
1257      3
480     199
570     128
312     176
1491     76
1670     58
413     159
1273     70
600      45
869     253
1453     76
1449     42
Name: 1742, dtype: int64 0.000257
765) 504      68
815     227
296      72
348       7
261     154
811      22
192      45
11       46
658      51
1591    255
285      36
788     188
661     188
860     153
1499    208
831      15
48      128
854       9
1240     19
577     226
1517    109
1565     77
1519     31
1395     40
165      27
1024     85
1420     63
1114    107
1295    113
679     214
       ... 
1052    207
1016     57
1696     26
1337    232
282      17
1702    118
464      24
963      23
1596    158
1287     86
1599    230
1265     74
1534     20
118      30
276       6
472     188
768     214
632     230
1257    147
480     234
570      20
312      73
1491    232
1670     69
413     110
1273    100
600     179
869     255
1453    193
1449     48
Name: 1632, dtype: int64 0.000243
766) 504     167
815     161
296      54
348       6
261     165
811      67
192      89
11      109
658     130
1591     38
285      48
788     119
661     183
860     247
1499    130
831      97
48      171
854      93
1240    211
577     225
1517    241
1565     14
1519     99
1395     32
165      37
1024    106
1420    169
1114    135
1295    111
679      14
       ... 
1052    219
1016     65
1696     42
1337    233
282      47
1702    227
464      21
963      20
1596    147
1287     70
1599    255
1265     63
1534    239
118       5
276       6
472      32
768     191
632     136
1257    253
480      95
570       2
312      13
1491     41
1670    108
413      42
1273     91
600       4
869      54
1453    147
1449     42
Name: 1833, dtype: int64 0.000242
767) 504     115
815     144
296     154
348     128
261     108
811     154
192     119
11      103
658     238
1591    255
285     214
788     107
661     121
860     111
1499    169
831      91
48       43
854     131
1240    139
577     145
1517     97
1565    255
1519     41
1395     95
165      90
1024    138
1420     58
1114    175
1295    255
679     133
       ... 
1052    233
1016     20
1696    255
1337    178
282     211
1702    108
464      80
963     144
1596    179
1287    142
1599    255
1265    224
1534    131
118     196
276      80
472     243
768      46
632     183
1257     66
480     149
570     165
312      76
1491    183
1670     94
413     196
1273     31
600     156
869     255
1453     60
1449    210
Name: 365, dtype: int64 0.000241
768) 504     126
815      48
296      69
348     104
261     235
811     255
192     255
11      231
658     214
1591     98
285     120
788     255
661      35
860       5
1499    189
831     201
48      120
854      43
1240     32
577      54
1517    121
1565    255
1519    255
1395     46
165     234
1024    151
1420     47
1114    200
1295    255
679     255
       ... 
1052     81
1016    255
1696    255
1337    232
282     255
1702    108
464     194
963     174
1596    125
1287    134
1599     87
1265     56
1534    152
118     255
276     124
472     106
768     175
632      98
1257     48
480      18
570     237
312     255
1491     35
1670    195
413     164
1273    165
600     151
869      34
1453      9
1449     57
Name: 1653, dtype: int64 0.000241
769) 504     204
815     229
296     220
348     248
261     135
811     126
192      91
11       37
658      16
1591     96
285      20
788     189
661      36
860     166
1499    112
831       9
48      140
854      56
1240    122
577     214
1517    206
1565    108
1519     44
1395     56
165      23
1024    107
1420     41
1114    123
1295     84
679     207
       ... 
1052    194
1016    108
1696     25
1337    232
282      10
1702    114
464      86
963     164
1596     39
1287     48
1599     23
1265     98
1534     14
118      49
276      75
472     208
768     241
632      84
1257     47
480     215
570     218
312     104
1491    246
1670     69
413     179
1273    121
600     219
869     130
1453    224
1449    106
Name: 1429, dtype: int64 0.000241
770) 504     144
815     131
296      89
348     187
261     224
811      87
192     123
11      168
658      91
1591     48
285     160
788       9
661      69
860     104
1499      2
831     132
48        0
854      40
1240    162
577     208
1517     95
1565      0
1519     50
1395    174
165     129
1024    222
1420     14
1114    159
1295     32
679      54
       ... 
1052    217
1016    255
1696    255
1337    115
282     190
1702    148
464     204
963     233
1596     66
1287    115
1599    104
1265     44
1534    142
118      84
276     244
472     109
768      13
632      56
1257    157
480     165
570      41
312     111
1491     34
1670    136
413      23
1273    255
600      48
869     255
1453     12
1449    230
Name: 2343, dtype: int64 0.000241
771) 504     128
815     143
296     175
348     112
261      89
811     177
192     163
11      203
658     246
1591    255
285     227
788     167
661     171
860      74
1499    241
831     167
48      217
854     106
1240    146
577     148
1517    126
1565    226
1519     68
1395     67
165      84
1024    157
1420    181
1114     94
1295    255
679     140
       ... 
1052     96
1016    163
1696    255
1337    107
282     212
1702    108
464     158
963     185
1596    186
1287    145
1599    255
1265    206
1534     91
118     194
276     112
472     148
768      45
632     170
1257    129
480     149
570     151
312      53
1491    203
1670    241
413     171
1273     96
600     175
869     255
1453     72
1449    240
Name: 215, dtype: int64 0.000241
772) 504      40
815     154
296     119
348     119
261      31
811     116
192      18
11      115
658     112
1591    187
285     168
788     149
661     148
860     121
1499     16
831     179
48      130
854     176
1240     96
577     140
1517    152
1565    129
1519     35
1395    151
165     182
1024     35
1420    116
1114    161
1295     14
679     101
       ... 
1052     67
1016     25
1696     25
1337     60
282      92
1702    184
464     200
963     178
1596    118
1287    191
1599    235
1265    170
1534    197
118      69
276     187
472     224
768     145
632     220
1257    153
480     149
570     161
312     155
1491    210
1670     29
413     188
1273    138
600     130
869     255
1453    122
1449     67
Name: 865, dtype: int64 0.000241
773) 504      16
815     117
296     179
348     123
261      59
811     190
192     189
11       72
658      85
1591     76
285      15
788      71
661     151
860     194
1499    108
831     142
48      211
854      83
1240     73
577     105
1517     21
1565     24
1519    255
1395     37
165     217
1024    130
1420    240
1114    198
1295     62
679     170
       ... 
1052     79
1016    138
1696    135
1337    215
282     127
1702    133
464     111
963      13
1596    123
1287    114
1599    122
1265    127
1534     27
118     122
276     138
472     227
768     149
632      65
1257    142
480     145
570     106
312     137
1491    124
1670    130
413     136
1273     55
600      82
869      75
1453    141
1449     13
Name: 943, dtype: int64 0.000241
774) 504      96
815     186
296     190
348     118
261     104
811     158
192     117
11      185
658     196
1591    246
285     235
788      97
661     151
860      37
1499    125
831     121
48      222
854     151
1240    146
577     166
1517    125
1565    176
1519    145
1395    132
165     101
1024    219
1420    106
1114     93
1295      5
679     146
       ... 
1052    112
1016    227
1696     72
1337    178
282      60
1702    208
464      52
963     149
1596    173
1287     97
1599    117
1265    251
1534    190
118     181
276     107
472     242
768     109
632     157
1257     79
480      34
570     173
312      85
1491    182
1670    161
413     198
1273     67
600     167
869     255
1453     42
1449    139
Name: 372, dtype: int64 0.000241
775) 504      53
815     255
296     255
348      25
261     255
811     255
192     255
11        0
658     252
1591    255
285     208
788     255
661     255
860       0
1499    201
831      16
48        0
854     255
1240    215
577     255
1517    210
1565      0
1519    255
1395    255
165     255
1024    222
1420    121
1114    119
1295    255
679     255
       ... 
1052     14
1016    255
1696    255
1337     41
282     255
1702    108
464     255
963     125
1596    220
1287    194
1599    255
1265    180
1534     13
118     255
276     184
472      23
768     255
632      27
1257    255
480     255
570     255
312     255
1491    202
1670    205
413     255
1273    255
600     255
869     255
1453    254
1449    159
Name: 150, dtype: int64 0.000241
776) 504      55
815      95
296      43
348     210
261     217
811      66
192      97
11      145
658      72
1591    200
285     135
788      16
661      92
860     196
1499    204
831     191
48      202
854     106
1240    175
577     203
1517     58
1565     87
1519    255
1395    100
165     141
1024    171
1420     65
1114    191
1295    196
679      63
       ... 
1052    247
1016    255
1696    255
1337    118
282     185
1702    192
464     200
963     132
1596     53
1287     35
1599     20
1265     24
1534    134
118      55
276     212
472     132
768      16
632     212
1257    255
480     156
570      48
312     138
1491     36
1670    185
413      35
1273    255
600      74
869     255
1453     44
1449    227
Name: 2384, dtype: int64 0.000241
777) 504     104
815      93
296      45
348     212
261     187
811      37
192      87
11      224
658     154
1591    255
285     100
788      85
661     198
860      53
1499    138
831      44
48      192
854     194
1240     19
577     180
1517    169
1565     31
1519    255
1395    161
165     221
1024    116
1420     98
1114    174
1295     58
679      69
       ... 
1052    147
1016     24
1696    255
1337    108
282     183
1702    167
464     192
963     157
1596     39
1287     78
1599     30
1265     28
1534    142
118      82
276     230
472      86
768     147
632     227
1257    128
480     160
570      49
312     117
1491     64
1670     79
413      26
1273     79
600      52
869     255
1453     78
1449    227
Name: 2165, dtype: int64 0.000240
778) 504     115
815     120
296      52
348     195
261     176
811      84
192      91
11      158
658      74
1591     36
285     102
788      57
661     136
860     165
1499    180
831      68
48      160
854     132
1240     35
577     209
1517    133
1565    255
1519    255
1395    172
165     176
1024    106
1420     86
1114    194
1295     79
679      58
       ... 
1052    238
1016    255
1696    161
1337    101
282     170
1702    241
464     153
963     182
1596     95
1287     83
1599     23
1265     10
1534    178
118      25
276     212
472      91
768      50
632     206
1257    121
480      14
570      50
312     141
1491     33
1670    122
413      17
1273    149
600      61
869     255
1453     65
1449    253
Name: 2232, dtype: int64 0.000240
779) 504     240
815     105
296     108
348     156
261      74
811      12
192     173
11      155
658      35
1591    255
285     204
788     126
661     150
860      74
1499    195
831     130
48       30
854     125
1240    240
577      11
1517    102
1565    166
1519    133
1395    142
165      39
1024    222
1420    178
1114    101
1295     57
679     203
       ... 
1052     70
1016     49
1696     72
1337     79
282      12
1702    150
464     162
963     208
1596    130
1287    210
1599    255
1265    133
1534    192
118     101
276     116
472      26
768      50
632     237
1257     50
480      33
570     113
312      72
1491    170
1670     31
413     129
1273     91
600     101
869     235
1453    186
1449    145
Name: 959, dtype: int64 0.000239
780) 504     173
815      61
296      83
348       6
261      99
811      59
192     140
11       77
658      12
1591    115
285      61
788     182
661      64
860     209
1499    202
831      36
48      108
854     176
1240     48
577     225
1517     69
1565     23
1519     45
1395     37
165       8
1024     74
1420    205
1114    138
1295    103
679     202
       ... 
1052    208
1016     46
1696     21
1337    232
282      14
1702    118
464     110
963      29
1596    208
1287     72
1599     61
1265     77
1534    110
118      31
276      31
472     218
768     226
632     248
1257    125
480     222
570      81
312      39
1491     97
1670    103
413     214
1273    113
600     207
869     247
1453    206
1449     50
Name: 1585, dtype: int64 0.000239
781) 504     206
815     169
296     110
348       8
261     153
811      12
192      93
11       49
658      72
1591     16
285      50
788     161
661      94
860     177
1499     82
831      24
48       45
854     152
1240     77
577     222
1517     85
1565    205
1519     80
1395     33
165      18
1024     31
1420    205
1114     77
1295     98
679     205
       ... 
1052    205
1016    143
1696     16
1337    232
282      31
1702    108
464     149
963      39
1596     43
1287    200
1599    149
1265     70
1534    228
118      36
276      15
472      58
768     215
632     248
1257    144
480      60
570       9
312      83
1491    193
1670    128
413     214
1273     57
600     169
869     127
1453    183
1449     49
Name: 1638, dtype: int64 0.000239
782) 504      25
815     156
296     108
348      64
261     255
811     255
192     255
11       44
658     179
1591    255
285      81
788     255
661     255
860      55
1499    197
831     120
48      215
854     207
1240    253
577      74
1517    171
1565    255
1519    255
1395    255
165     244
1024     49
1420    142
1114     18
1295    255
679     255
       ... 
1052    109
1016    255
1696    137
1337    152
282     255
1702    108
464     255
963      18
1596    134
1287    204
1599    255
1265    118
1534    159
118     255
276     159
472     199
768     192
632      79
1257    255
480      98
570     255
312     255
1491    124
1670    124
413     112
1273     47
600     255
869     103
1453    220
1449    128
Name: 1002, dtype: int64 0.000238
783) 504     219
815     226
296       2
348      15
261     129
811     141
192     165
11       41
658      93
1591     70
285     199
788     225
661      18
860     170
1499     60
831      12
48      163
854     219
1240    150
577     235
1517    221
1565     29
1519     26
1395     97
165      42
1024     95
1420     53
1114    149
1295     18
679     201
       ... 
1052    168
1016     13
1696    255
1337    232
282     213
1702    137
464      60
963     138
1596     65
1287    118
1599    101
1265    108
1534     76
118      48
276     144
472     252
768     243
632     247
1257     47
480     239
570     216
312      49
1491    226
1670     36
413     238
1273      4
600     216
869      46
1453    115
1449    112
Name: 1368, dtype: int64 0.000238
784) 504     105
815     121
296     139
348     127
261      75
811     152
192     142
11      135
658     241
1591    255
285     212
788     111
661      96
860      57
1499    238
831      90
48      228
854     108
1240    199
577     140
1517     82
1565    255
1519     55
1395     74
165     102
1024    122
1420    197
1114    252
1295    255
679     121
       ... 
1052    211
1016     67
1696    255
1337    178
282     218
1702    108
464      70
963      16
1596    130
1287    221
1599    255
1265    218
1534     83
118     184
276      63
472     190
768      52
632     157
1257    149
480     165
570     142
312      74
1491    177
1670    130
413     177
1273     78
600     150
869     255
1453     72
1449    179
Name: 362, dtype: int64 0.000238
785) 504     192
815     218
296     145
348     240
261      12
811     153
192     108
11       72
658      49
1591    180
285      32
788      79
661      99
860     225
1499     55
831     136
48      251
854      76
1240     73
577     112
1517     30
1565    177
1519    255
1395     22
165     216
1024    115
1420    230
1114    126
1295     94
679     180
       ... 
1052     42
1016    255
1696    255
1337    232
282     163
1702    108
464     137
963     100
1596    110
1287    201
1599    163
1265    130
1534    211
118      35
276     203
472     142
768      98
632      88
1257     19
480     128
570      99
312     172
1491    223
1670    185
413     115
1273    130
600      81
869       8
1453    148
1449     28
Name: 1242, dtype: int64 0.000238
786) 504     188
815     196
296     255
348      45
261     204
811     255
192     255
11      111
658      40
1591    246
285     112
788     255
661      59
860     218
1499      0
831     111
48        0
854     255
1240    102
577     255
1517    154
1565     16
1519    255
1395    255
165     157
1024    222
1420    166
1114     91
1295     86
679     255
       ... 
1052    179
1016    255
1696    255
1337     48
282     251
1702    108
464     149
963     117
1596    120
1287    200
1599    255
1265     54
1534    132
118     255
276     222
472      30
768     248
632      23
1257    202
480      30
570     255
312     255
1491     44
1670    244
413      78
1273    255
600     255
869     255
1453      7
1449    121
Name: 1899, dtype: int64 0.000238
787) 504      90
815     191
296     175
348     230
261      54
811     129
192      10
11      251
658     125
1591     61
285     186
788     169
661     118
860     135
1499    175
831      74
48       45
854     164
1240     79
577     171
1517    101
1565     91
1519     61
1395    120
165     105
1024    107
1420    104
1114     63
1295    145
679     102
       ... 
1052     39
1016     82
1696     14
1337    142
282      27
1702    232
464     109
963     133
1596    100
1287    237
1599     64
1265    226
1534    228
118     144
276      83
472      78
768     164
632     157
1257     63
480     150
570     173
312     134
1491     33
1670     79
413     198
1273     86
600     123
869      20
1453    150
1449    131
Name: 632, dtype: int64 0.000237
788) 504     234
815     104
296     228
348      54
261     235
811     158
192     165
11        0
658     168
1591    255
285     104
788     137
661     225
860       0
1499    123
831      46
48        0
854      32
1240     82
577     126
1517     26
1565      1
1519    255
1395    255
165      58
1024    222
1420    196
1114     93
1295    255
679     103
       ... 
1052      7
1016    255
1696    255
1337     45
282      86
1702    108
464     228
963     209
1596    247
1287    176
1599    253
1265    144
1534     99
118     165
276       4
472     100
768     212
632      39
1257    255
480     153
570     132
312      26
1491    146
1670    235
413     183
1273    255
600     120
869     255
1453    245
1449    198
Name: 43, dtype: int64 0.000237
789) 504     168
815      65
296     108
348      73
261     133
811      31
192      95
11       53
658      77
1591     38
285      76
788      97
661     158
860      45
1499    144
831      38
48      109
854     132
1240    178
577      21
1517    237
1565    206
1519    172
1395    153
165     203
1024     66
1420     50
1114    184
1295     62
679      17
       ... 
1052    222
1016    166
1696     27
1337    116
282     128
1702    240
464      27
963     190
1596    131
1287    106
1599    136
1265     51
1534    219
118       4
276     110
472      99
768      46
632     183
1257     79
480      62
570      83
312     151
1491     65
1670     81
413     133
1273     64
600      21
869      15
1453    104
1449     48
Name: 1985, dtype: int64 0.000237
790) 504     120
815      42
296      41
348     221
261     214
811      66
192      87
11        0
658     114
1591    255
285     112
788      15
661     192
860      42
1499    109
831     174
48       99
854     185
1240    102
577      17
1517    214
1565    254
1519    255
1395    255
165     139
1024     24
1420     35
1114    234
1295    255
679      82
       ... 
1052    205
1016    179
1696    255
1337     85
282     186
1702    166
464      98
963     180
1596     34
1287     70
1599    100
1265     48
1534    247
118      90
276     213
472     152
768      14
632     219
1257     98
480     218
570      39
312     117
1491    110
1670    185
413      59
1273    226
600      49
869     255
1453     29
1449    208
Name: 2417, dtype: int64 0.000236
791) 504     139
815      18
296     255
348      45
261     194
811     255
192     255
11       31
658      35
1591    254
285      97
788     255
661     101
860      98
1499      0
831     150
48        0
854     255
1240    195
577     255
1517     91
1565    254
1519    255
1395    255
165     166
1024    222
1420    197
1114    117
1295    107
679     255
       ... 
1052    174
1016    255
1696    255
1337     47
282     246
1702    108
464     139
963     145
1596    130
1287    162
1599    255
1265     67
1534    132
118     255
276     235
472      16
768     245
632      24
1257    162
480      26
570     255
312     255
1491     71
1670    240
413      82
1273    255
600     255
869     255
1453     88
1449     84
Name: 1799, dtype: int64 0.000236
792) 504      31
815     212
296     151
348     169
261      72
811     190
192      45
11       54
658      64
1591    138
285     205
788     123
661     176
860     166
1499     20
831     115
48       48
854     165
1240     79
577     163
1517    194
1565    113
1519     22
1395    124
165     150
1024     96
1420    127
1114    133
1295     41
679     177
       ... 
1052    233
1016    227
1696    122
1337    203
282      76
1702    175
464     154
963     168
1596     90
1287    157
1599     88
1265    214
1534     53
118     157
276     200
472     234
768     159
632       7
1257    254
480      31
570     173
312     170
1491     46
1670     36
413     198
1273      6
600     118
869     162
1453    188
1449    172
Name: 975, dtype: int64 0.000236
793) 504     125
815     198
296     155
348     199
261     106
811     255
192     255
11      137
658      44
1591    255
285      97
788     255
661      63
860     211
1499    100
831      81
48      214
854     255
1240     94
577      99
1517     68
1565    255
1519    255
1395    255
165     189
1024    112
1420    239
1114     55
1295    109
679      74
       ... 
1052     19
1016    255
1696    255
1337    123
282     184
1702    108
464      65
963     188
1596    207
1287    243
1599    255
1265    108
1534    174
118     255
276     138
472      52
768      99
632      35
1257     22
480      55
570     174
312     255
1491     77
1670    229
413      95
1273    148
600     254
869      41
1453     85
1449     23
Name: 1347, dtype: int64 0.000235
794) 504     158
815     158
296      88
348      15
261     112
811       4
192      36
11       34
658       5
1591     70
285     244
788     114
661      23
860     116
1499    194
831      13
48       83
854      17
1240    196
577     190
1517    100
1565     43
1519     57
1395     77
165       6
1024     73
1420     55
1114    186
1295    170
679     195
       ... 
1052     82
1016     26
1696    255
1337    232
282       8
1702    196
464      18
963     162
1596     68
1287    172
1599    255
1265     88
1534    105
118      61
276      11
472      90
768     219
632      79
1257    255
480      87
570      25
312      68
1491    243
1670     68
413     105
1273    127
600     207
869     255
1453    119
1449    100
Name: 1617, dtype: int64 0.000235
795) 504      76
815     203
296     174
348     146
261      26
811     131
192     152
11      113
658      99
1591     16
285     208
788     180
661     160
860     163
1499    240
831     158
48      240
854     150
1240    215
577     173
1517     96
1565    121
1519     27
1395    126
165     135
1024     80
1420    114
1114    220
1295    163
679     138
       ... 
1052    148
1016    138
1696      7
1337    116
282     103
1702    195
464      80
963     213
1596     88
1287    194
1599     36
1265    230
1534     60
118      71
276      86
472      74
768     129
632     157
1257     25
480      63
570     178
312      27
1491     82
1670     30
413     187
1273    122
600     146
869      35
1453    139
1449    154
Name: 677, dtype: int64 0.000235
796) 504     124
815      75
296      55
348     211
261     198
811      30
192      85
11      219
658     167
1591    255
285     101
788      45
661     201
860      52
1499    142
831     171
48       74
854     194
1240    149
577     110
1517    180
1565     60
1519    255
1395    165
165     210
1024     84
1420    215
1114    242
1295     67
679      43
       ... 
1052    139
1016     27
1696    255
1337    109
282     158
1702    166
464     194
963     162
1596    111
1287     87
1599     46
1265     24
1534     71
118      78
276     146
472     170
768      96
632     227
1257     83
480     163
570      57
312     127
1491    101
1670     65
413      33
1273    139
600      47
869     255
1453     62
1449    217
Name: 2115, dtype: int64 0.000235
797) 504      71
815      10
296      32
348     149
261     226
811      66
192      85
11        0
658     216
1591    255
285     140
788     137
661      43
860       0
1499    156
831     163
48        3
854      86
1240    114
577      19
1517    227
1565      3
1519    255
1395    192
165     174
1024    222
1420     56
1114     73
1295    255
679      87
       ... 
1052    134
1016    176
1696    255
1337     86
282     197
1702    141
464     107
963      44
1596     54
1287     39
1599    114
1265     14
1534     53
118     134
276     236
472     118
768     115
632      98
1257    255
480     213
570      17
312     239
1491     17
1670    166
413      50
1273    255
600      32
869     255
1453     71
1449    243
Name: 2355, dtype: int64 0.000235
798) 504     179
815     255
296     238
348      57
261     255
811     255
192     255
11      253
658     134
1591    255
285      61
788     255
661     255
860      67
1499    205
831      87
48       88
854     255
1240    243
577     212
1517     89
1565    255
1519    255
1395    255
165     255
1024    197
1420    142
1114    137
1295    255
679     255
       ... 
1052     84
1016    255
1696    252
1337     99
282     255
1702    108
464     255
963     133
1596    193
1287    200
1599    182
1265    114
1534    185
118     255
276      89
472     139
768     225
632      67
1257    255
480      32
570     255
312     255
1491    113
1670    134
413     255
1273     59
600     255
869     170
1453    215
1449     61
Name: 1301, dtype: int64 0.000235
799) 504     212
815     168
296      70
348       8
261      16
811     100
192     172
11       95
658      21
1591    144
285     251
788     199
661       4
860     156
1499     95
831      97
48      163
854      78
1240     38
577      63
1517    217
1565     68
1519     40
1395     80
165      29
1024     92
1420     80
1114     93
1295     92
679     210
       ... 
1052    179
1016     88
1696    255
1337    232
282      24
1702    157
464      49
963     185
1596     16
1287    108
1599    108
1265    152
1534     93
118      42
276      58
472     201
768     224
632     198
1257    148
480     160
570     214
312      82
1491    245
1670     42
413     232
1273      5
600     216
869     152
1453    150
1449    101
Name: 1472, dtype: int64 0.000235
800) 504      31
815     215
296     137
348     159
261      35
811     130
192      64
11       72
658      69
1591     81
285     216
788     108
661     181
860     202
1499     27
831      41
48      143
854       4
1240     23
577     160
1517    157
1565     29
1519     23
1395    127
165     175
1024     50
1420    114
1114    255
1295     13
679     136
       ... 
1052     67
1016    253
1696     67
1337    169
282      69
1702    170
464     160
963     205
1596     56
1287    174
1599     44
1265    233
1534     76
118     116
276     146
472     172
768     196
632     193
1257    156
480      33
570     159
312     174
1491    208
1670     49
413     180
1273    135
600     140
869      46
1453    149
1449    185
Name: 1021, dtype: int64 0.000235
801) 504     204
815      79
296     227
348      35
261     215
811     255
192     255
11        0
658     164
1591    255
285      24
788     134
661     211
860       0
1499    116
831     206
48        0
854     255
1240     57
577     102
1517     42
1565      0
1519    255
1395    255
165      59
1024    222
1420    216
1114     97
1295    255
679      87
       ... 
1052      6
1016    255
1696    246
1337     58
282     103
1702    108
464     225
963     174
1596    219
1287    244
1599    189
1265    167
1534    115
118     255
276      29
472      47
768     174
632      22
1257    255
480     130
570     118
312     255
1491    140
1670    236
413     134
1273    255
600      99
869     255
1453    242
1449    243
Name: 196, dtype: int64 0.000234
802) 504     146
815      66
296      63
348     165
261       2
811     102
192     118
11      255
658     161
1591     71
285      45
788     175
661     136
860     107
1499    105
831     212
48      140
854     143
1240    115
577      70
1517    129
1565    121
1519    117
1395     98
165     100
1024    105
1420    150
1114     17
1295    255
679      70
       ... 
1052     60
1016    255
1696    255
1337    232
282     191
1702    108
464     198
963     168
1596    149
1287    133
1599    156
1265     97
1534    146
118      39
276      47
472     141
768     186
632     209
1257     74
480     220
570      86
312       8
1491     77
1670     60
413     109
1273    129
600      20
869      24
1453    181
1449     54
Name: 1609, dtype: int64 0.000234
803) 504     143
815       4
296     130
348     105
261      29
811     255
192     255
11       41
658      36
1591    147
285     125
788     255
661      61
860     151
1499     61
831     188
48      206
854     255
1240    140
577      96
1517     53
1565    255
1519    255
1395    255
165     196
1024    177
1420    212
1114     27
1295    159
679      58
       ... 
1052    161
1016    251
1696    255
1337    123
282     155
1702    108
464      43
963     135
1596    208
1287     70
1599    201
1265     79
1534    229
118     255
276     111
472     148
768     147
632      34
1257     66
480      60
570     171
312     255
1491     65
1670    228
413      95
1273    122
600     254
869     241
1453     78
1449     74
Name: 1547, dtype: int64 0.000234
804) 504     154
815      47
296      42
348     195
261     113
811      47
192      21
11       93
658      96
1591    208
285     104
788      45
661     202
860     138
1499    173
831      37
48      122
854     197
1240    221
577      59
1517    229
1565     42
1519    251
1395     86
165      32
1024     48
1420     50
1114    191
1295     63
679      12
       ... 
1052     43
1016     13
1696    248
1337    155
282      33
1702    204
464      12
963      84
1596    194
1287     67
1599    124
1265    237
1534    133
118      92
276     196
472      20
768      60
632     206
1257     36
480      87
570      79
312       9
1491    164
1670     23
413      59
1273    102
600      30
869     255
1453    131
1449    117
Name: 1921, dtype: int64 0.000234
805) 504     188
815     154
296      71
348     180
261     167
811      39
192      68
11       99
658      96
1591    223
285     120
788     160
661     194
860     135
1499    180
831     117
48       39
854     194
1240     24
577      53
1517    107
1565    105
1519     82
1395     11
165      53
1024    154
1420     30
1114    215
1295    149
679      70
       ... 
1052     34
1016     34
1696    255
1337    232
282     101
1702    214
464     165
963     150
1596    151
1287    176
1599    255
1265     85
1534     60
118      49
276     166
472     188
768     131
632     227
1257    156
480     155
570      23
312      31
1491    124
1670     23
413      81
1273    138
600      27
869     255
1453    124
1449    117
Name: 1767, dtype: int64 0.000233
806) 504     142
815       9
296      48
348       6
261     195
811      12
192      26
11      109
658       7
1591    255
285       5
788     130
661       4
860     177
1499    185
831     165
48      157
854       4
1240     30
577      46
1517     62
1565     80
1519     27
1395     49
165       8
1024    146
1420     55
1114     64
1295     95
679      73
       ... 
1052    211
1016     92
1696    246
1337    232
282     129
1702    162
464     228
963      29
1596    110
1287     36
1599     29
1265    194
1534     15
118      44
276      39
472      77
768      43
632      20
1257    146
480     202
570     191
312      91
1491    175
1670     35
413       2
1273    135
600      10
869     255
1453    170
1449     82
Name: 1676, dtype: int64 0.000233
807) 504     184
815      49
296      40
348     218
261     185
811      54
192      79
11        1
658     104
1591    255
285     143
788      17
661     184
860     151
1499     98
831     192
48       53
854     177
1240     67
577      59
1517    124
1565    255
1519    255
1395    255
165     131
1024    220
1420     34
1114    214
1295    255
679     114
       ... 
1052    175
1016    246
1696    255
1337     35
282     149
1702    153
464      82
963     144
1596    215
1287    132
1599    112
1265     52
1534    156
118      71
276     214
472     158
768      15
632     227
1257    103
480     207
570      38
312     197
1491    103
1670    193
413      65
1273    255
600      68
869     255
1453     39
1449    206
Name: 2470, dtype: int64 0.000233
808) 504     246
815     176
296     145
348     233
261      53
811     134
192      69
11       58
658      58
1591      9
285     150
788     113
661     144
860     143
1499     93
831      72
48       99
854     201
1240    171
577     128
1517     51
1565     38
1519     50
1395     63
165     135
1024    222
1420    239
1114    208
1295     79
679     162
       ... 
1052     41
1016    255
1696      8
1337    198
282     100
1702    158
464     123
963     187
1596    243
1287     37
1599     73
1265    141
1534    179
118     127
276     201
472     210
768     139
632     157
1257    255
480     147
570     131
312     168
1491     68
1670    131
413     154
1273     95
600      93
869     128
1453    210
1449     75
Name: 1087, dtype: int64 0.000233
809) 504     227
815     150
296     140
348     239
261      67
811     188
192      42
11       40
658      59
1591     61
285      76
788      89
661     159
860     156
1499     94
831      99
48      208
854     212
1240     94
577     131
1517     54
1565     15
1519    116
1395     59
165     203
1024    222
1420    244
1114    106
1295    103
679     173
       ... 
1052    149
1016    218
1696    159
1337    138
282     116
1702    164
464     115
963     104
1596     90
1287    165
1599     81
1265    118
1534    153
118     113
276     103
472     197
768     200
632     112
1257    255
480     147
570     135
312     159
1491    123
1670     76
413     148
1273    104
600      93
869      19
1453    190
1449      5
Name: 1039, dtype: int64 0.000233
810) 504     141
815     116
296      56
348     196
261     181
811      33
192      70
11      208
658     140
1591    251
285      79
788      40
661     221
860     125
1499    136
831     128
48       41
854     177
1240    215
577     124
1517    160
1565    161
1519    255
1395    165
165     218
1024     89
1420     54
1114    215
1295    122
679      33
       ... 
1052     43
1016     21
1696    164
1337     98
282     133
1702    187
464     198
963      28
1596     22
1287     39
1599     40
1265    184
1534     54
118     108
276      33
472     157
768      35
632     224
1257     25
480     193
570      64
312     129
1491    147
1670     69
413      39
1273     81
600      47
869     255
1453     56
1449     97
Name: 2122, dtype: int64 0.000233
811) 504      12
815      98
296     175
348      70
261      80
811     233
192     255
11       42
658      94
1591     90
285      52
788      47
661     190
860     208
1499     25
831     121
48       99
854     111
1240    200
577      89
1517     15
1565    143
1519    255
1395     42
165     203
1024    149
1420    240
1114     47
1295    211
679     165
       ... 
1052     92
1016    121
1696    121
1337    205
282     114
1702    108
464     119
963     133
1596    106
1287    126
1599    129
1265    122
1534     26
118     255
276     128
472     207
768     148
632      47
1257     94
480     122
570      94
312     255
1491    116
1670     93
413     118
1273    115
600      77
869     242
1453    110
1449     23
Name: 945, dtype: int64 0.000233
812) 504      96
815     169
296      46
348     198
261     221
811      85
192     102
11      131
658      77
1591     37
285     145
788      18
661      94
860     199
1499    138
831     132
48        0
854      85
1240    134
577     216
1517     96
1565      0
1519    210
1395    186
165     144
1024    122
1420     86
1114     36
1295     55
679      68
       ... 
1052    213
1016    255
1696    255
1337    115
282     195
1702    159
464     219
963     155
1596     65
1287     18
1599     26
1265     24
1534    123
118      83
276     226
472     119
768      16
632     159
1257    115
480     141
570      37
312     141
1491     28
1670    184
413      31
1273    230
600      56
869     255
1453     28
1449    228
Name: 2337, dtype: int64 0.000232
813) 504     103
815     200
296     182
348     132
261      72
811     144
192     101
11      216
658     129
1591    109
285     222
788     110
661     148
860      78
1499    245
831     210
48      171
854     133
1240    158
577     182
1517    102
1565    126
1519     97
1395     22
165      97
1024    207
1420     94
1114    229
1295    255
679     144
       ... 
1052    155
1016    115
1696     69
1337    115
282      28
1702    186
464     108
963     178
1596    186
1287    181
1599    170
1265    226
1534    165
118     180
276     111
472     114
768      56
632     157
1257    255
480      34
570     188
312      99
1491     96
1670    154
413     194
1273     82
600     154
869     136
1453     46
1449    162
Name: 477, dtype: int64 0.000232
814) 504     115
815     208
296      53
348     201
261     196
811      81
192      92
11      197
658     111
1591     28
285     101
788      45
661     195
860     225
1499    229
831     137
48       34
854     163
1240     63
577     215
1517    161
1565    255
1519    255
1395    182
165     184
1024     24
1420     95
1114    204
1295     81
679     105
       ... 
1052     56
1016     27
1696    173
1337    114
282     179
1702    115
464     153
963     151
1596     89
1287    142
1599     21
1265     21
1534    172
118      29
276     150
472     140
768      38
632     228
1257    178
480       8
570      52
312     134
1491    123
1670    142
413      22
1273    143
600      49
869     255
1453    136
1449    251
Name: 2277, dtype: int64 0.000232
815) 504       9
815     255
296     255
348      34
261     255
811     255
192     255
11      130
658     250
1591    255
285     147
788     255
661     255
860     145
1499    221
831      53
48        0
854     255
1240    219
577     255
1517    139
1565    206
1519    255
1395    255
165     255
1024    222
1420    138
1114    209
1295    255
679     255
       ... 
1052     23
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     167
1596    228
1287    204
1599    162
1265    223
1534     51
118     255
276     138
472      85
768     255
632      47
1257    145
480     255
570     255
312     255
1491    120
1670    204
413     255
1273    255
600     255
869     133
1453    241
1449    174
Name: 650, dtype: int64 0.000232
816) 504     137
815     108
296     219
348      66
261      88
811     138
192     156
11        0
658     138
1591    184
285      44
788      55
661     192
860       0
1499     83
831     242
48      174
854      66
1240     95
577     116
1517     36
1565    208
1519    255
1395    122
165      77
1024    222
1420    216
1114    161
1295    255
679     100
       ... 
1052     37
1016    255
1696     66
1337    207
282      32
1702    108
464      51
963      23
1596    249
1287     75
1599    182
1265    159
1534    183
118     155
276      42
472     188
768     197
632      43
1257    255
480     144
570     123
312      52
1491    165
1670    249
413     154
1273    255
600     118
869     255
1453     78
1449    198
Name: 343, dtype: int64 0.000232
817) 504     123
815     144
296     206
348      86
261      83
811     145
192     136
11        0
658     171
1591     65
285     147
788      95
661     131
860      38
1499     84
831     237
48       55
854     104
1240     79
577     130
1517    115
1565     37
1519    255
1395     74
165      82
1024    146
1420    207
1114    112
1295    255
679     120
       ... 
1052     45
1016    255
1696     66
1337    207
282      57
1702    108
464     190
963     169
1596    140
1287    102
1599    117
1265    185
1534    175
118     153
276      30
472     197
768     196
632     101
1257    255
480     172
570     143
312      61
1491    174
1670    134
413     200
1273     33
600     107
869      39
1453     43
1449    200
Name: 338, dtype: int64 0.000232
818) 504     178
815      70
296      64
348     188
261     152
811      44
192      26
11       80
658     150
1591    255
285      94
788      50
661     173
860      63
1499    156
831     113
48       90
854     187
1240    231
577      43
1517    206
1565    106
1519    239
1395    100
165     219
1024     67
1420     23
1114    198
1295    132
679       7
       ... 
1052     31
1016     10
1696    255
1337    154
282      27
1702    192
464     185
963     152
1596    232
1287    152
1599    240
1265     81
1534     13
118      89
276     147
472      22
768     123
632     227
1257     52
480      84
570      68
312       4
1491    119
1670     54
413      45
1273     85
600     119
869     255
1453    105
1449     93
Name: 1917, dtype: int64 0.000232
819) 504     166
815     210
296     139
348     235
261      71
811      82
192     135
11       83
658      40
1591    183
285      72
788      95
661      72
860      94
1499     83
831      96
48      206
854      84
1240     74
577      77
1517     55
1565    255
1519    255
1395    179
165     218
1024    126
1420    230
1114     51
1295    118
679     173
       ... 
1052    149
1016    255
1696    255
1337    232
282     180
1702    108
464     152
963     203
1596    213
1287     79
1599    197
1265    116
1534    192
118     157
276     177
472      56
768     100
632      71
1257     20
480     128
570      93
312     201
1491    228
1670    213
413      97
1273     79
600      19
869      10
1453    114
1449     24
Name: 1344, dtype: int64 0.000232
820) 504      35
815     206
296     166
348     178
261      60
811     193
192     177
11      188
658      56
1591     27
285     188
788     121
661     127
860     179
1499     15
831     166
48      132
854     161
1240    161
577     161
1517    122
1565     77
1519     40
1395    109
165     189
1024     95
1420    128
1114     83
1295     60
679     173
       ... 
1052    237
1016    147
1696     89
1337    142
282     103
1702    231
464     105
963     175
1596     49
1287    106
1599     25
1265    181
1534     50
118     141
276     109
472     231
768     168
632     180
1257    171
480      57
570     173
312     161
1491    222
1670     53
413     168
1273    133
600     118
869     248
1453    221
1449     83
Name: 929, dtype: int64 0.000232
821) 504     203
815     183
296     183
348       8
261      42
811      93
192     175
11       50
658       5
1591     22
285      56
788     126
661      13
860     218
1499    152
831      39
48       95
854     176
1240    152
577     101
1517     73
1565    147
1519    128
1395     35
165       4
1024     90
1420    220
1114     53
1295     94
679     211
       ... 
1052    199
1016    117
1696     14
1337    232
282      32
1702    108
464     197
963      19
1596    164
1287     37
1599    156
1265     73
1534    177
118      35
276      76
472     222
768     231
632     251
1257     86
480     208
570     206
312      93
1491    174
1670    187
413     230
1273    116
600     189
869     243
1453    200
1449     45
Name: 1537, dtype: int64 0.000232
822) 504     166
815      59
296     129
348     232
261      99
811     106
192     130
11       78
658      42
1591     31
285      98
788     129
661     147
860      86
1499     65
831     206
48      126
854      56
1240    104
577      98
1517     83
1565    255
1519    255
1395    165
165     211
1024     38
1420    222
1114     65
1295    158
679       8
       ... 
1052    158
1016     90
1696    120
1337    232
282     127
1702    108
464      75
963     178
1596    192
1287     17
1599    167
1265     88
1534    198
118     173
276     179
472      53
768     123
632      61
1257      4
480     115
570      84
312     209
1491    224
1670    211
413      97
1273     53
600     204
869      46
1453     92
1449     36
Name: 1494, dtype: int64 0.000231
823) 504      39
815     149
296     125
348     130
261      76
811     127
192       5
11      101
658     149
1591    255
285     189
788     182
661     106
860     128
1499     21
831     101
48      164
854      84
1240    195
577     136
1517    204
1565    124
1519     41
1395    168
165     136
1024     78
1420    102
1114    180
1295    159
679      78
       ... 
1052    171
1016     23
1696     68
1337    193
282      63
1702    209
464     135
963      16
1596    103
1287    142
1599    137
1265    224
1534    172
118      36
276     132
472     160
768     118
632     183
1257    118
480     147
570     144
312     130
1491    212
1670    105
413     166
1273     84
600     158
869     255
1453     90
1449     43
Name: 715, dtype: int64 0.000231
824) 504     135
815     127
296      94
348     192
261      11
811      84
192     126
11      203
658     102
1591     58
285      99
788     178
661     185
860      52
1499    219
831     214
48      100
854     131
1240     31
577      50
1517     54
1565     97
1519     78
1395     95
165      50
1024     70
1420    120
1114     46
1295    255
679      73
       ... 
1052     53
1016    128
1696    255
1337    232
282     184
1702    118
464     124
963     193
1596     87
1287     60
1599    255
1265     93
1534    134
118       8
276      89
472     156
768     117
632     230
1257    136
480      42
570      98
312      56
1491     98
1670     66
413      62
1273    121
600     202
869      90
1453    128
1449    104
Name: 1612, dtype: int64 0.000231
825) 504     239
815      72
296     109
348     144
261      86
811      16
192      59
11       77
658      19
1591    137
285     225
788     136
661     124
860      46
1499    115
831       4
48      119
854     139
1240    213
577     171
1517     87
1565    114
1519     52
1395    148
165      41
1024    222
1420    160
1114     89
1295     22
679     192
       ... 
1052     85
1016     16
1696     58
1337    161
282      99
1702    213
464     162
963     172
1596    142
1287    240
1599    210
1265    165
1534    223
118      98
276     123
472     151
768     199
632      10
1257    157
480     242
570       9
312      68
1491    147
1670     30
413     232
1273    127
600     192
869     255
1453    168
1449     72
Name: 1011, dtype: int64 0.000230
826) 504     167
815      17
296      80
348       5
261     164
811      36
192      77
11       81
658     120
1591     30
285      44
788     115
661     191
860     249
1499    153
831     105
48      158
854      38
1240    147
577     224
1517    241
1565     14
1519    137
1395     33
165      32
1024     81
1420    162
1114    138
1295    106
679      12
       ... 
1052    224
1016    109
1696     44
1337    233
282      55
1702    218
464      17
963      14
1596    153
1287     66
1599    255
1265     64
1534    190
118       5
276      10
472      30
768     192
632     182
1257    239
480     105
570       2
312      11
1491     81
1670    119
413      15
1273     70
600       5
869     146
1453    160
1449     62
Name: 1832, dtype: int64 0.000230
827) 504     211
815      27
296      92
348     174
261     150
811      45
192      10
11      169
658      99
1591    255
285     123
788     109
661     197
860     152
1499    167
831     107
48      108
854     197
1240     54
577      45
1517    211
1565     41
1519    168
1395     46
165      95
1024     61
1420     42
1114    104
1295    139
679      47
       ... 
1052     65
1016     25
1696    255
1337    206
282      61
1702    234
464     189
963     234
1596     90
1287    183
1599    153
1265     90
1534     54
118      79
276     177
472      48
768     191
632     201
1257     91
480     155
570     147
312       7
1491    163
1670     17
413      69
1273     88
600      22
869     255
1453    117
1449    124
Name: 1869, dtype: int64 0.000229
828) 504     238
815     230
296     147
348     194
261     135
811     193
192     194
11       91
658     211
1591     72
285     151
788     178
661     233
860     138
1499     33
831     153
48      111
854     118
1240    155
577     159
1517    174
1565    125
1519      8
1395     24
165      24
1024     94
1420    118
1114    226
1295    105
679      56
       ... 
1052    161
1016    255
1696    255
1337    169
282     215
1702    172
464     190
963     174
1596     30
1287     45
1599     69
1265    241
1534     28
118     150
276     165
472     225
768     141
632       5
1257    179
480      52
570     162
312     186
1491    231
1670    144
413     185
1273      4
600     129
869     142
1453    173
1449    167
Name: 1176, dtype: int64 0.000229
829) 504      45
815     203
296     168
348     227
261      39
811     184
192     111
11      215
658      73
1591     15
285     191
788     126
661      98
860     176
1499     34
831     187
48      185
854     176
1240    145
577     157
1517     97
1565     48
1519     32
1395    106
165     183
1024     58
1420    121
1114     77
1295    111
679     192
       ... 
1052    161
1016    116
1696     13
1337     28
282      84
1702    206
464      84
963     170
1596     21
1287    179
1599    127
1265    179
1534    105
118     158
276      82
472     228
768      88
632     195
1257     23
480     147
570     175
312      79
1491     50
1670    149
413     180
1273    113
600     132
869      55
1453    222
1449     47
Name: 831, dtype: int64 0.000229
830) 504      10
815      74
296     124
348      83
261      19
811      75
192       7
11      103
658     149
1591    255
285     113
788      88
661      47
860      85
1499    128
831     206
48       49
854      84
1240    254
577      71
1517    123
1565    255
1519    236
1395     46
165     240
1024     74
1420    187
1114    111
1295     55
679     131
       ... 
1052     68
1016    255
1696    219
1337     51
282      73
1702    108
464     152
963     132
1596    156
1287    130
1599    255
1265    140
1534    109
118     147
276     125
472     181
768     140
632     106
1257     96
480     117
570      93
312     241
1491    143
1670     50
413     131
1273     54
600     104
869       0
1453    168
1449    176
Name: 855, dtype: int64 0.000228
831) 504     119
815     155
296     152
348     236
261      23
811     181
192     191
11      101
658      49
1591    255
285      53
788      62
661      92
860     231
1499    100
831     162
48      255
854      84
1240     51
577      90
1517     55
1565    194
1519    255
1395    144
165     218
1024    136
1420    243
1114     45
1295     94
679     136
       ... 
1052      2
1016    255
1696    255
1337    170
282     183
1702    108
464     149
963     185
1596    192
1287     79
1599    178
1265    133
1534    219
118     172
276     206
472      82
768      99
632      65
1257     78
480     139
570      93
312     189
1491    220
1670    182
413     108
1273    127
600      76
869       0
1453    109
1449     26
Name: 1194, dtype: int64 0.000228
832) 504     165
815       2
296     114
348     164
261     126
811     255
192     255
11       81
658      33
1591     91
285     106
788     174
661      70
860     125
1499    106
831     189
48      221
854     255
1240    165
577      26
1517     59
1565    255
1519    255
1395    252
165     198
1024     65
1420    210
1114     82
1295    154
679      31
       ... 
1052    164
1016     84
1696    255
1337    166
282     134
1702    108
464      55
963     151
1596    207
1287    143
1599     92
1265     66
1534    234
118     255
276     106
472     155
768      62
632      43
1257     20
480     116
570      79
312     255
1491     36
1670    226
413      88
1273    166
600      25
869     254
1453     64
1449    118
Name: 1596, dtype: int64 0.000228
833) 504     201
815      79
296     203
348      51
261      81
811     170
192     148
11        0
658     236
1591    255
285     222
788      12
661      47
860       0
1499    251
831      58
48        0
854      66
1240    219
577     124
1517    221
1565      0
1519    255
1395    255
165     108
1024    222
1420    135
1114    101
1295    119
679     109
       ... 
1052    243
1016    209
1696    255
1337     45
282     175
1702    108
464      83
963     131
1596    160
1287    151
1599    255
1265    166
1534     11
118     194
276      19
472      46
768      97
632      85
1257    255
480      89
570     106
312      28
1491    153
1670    220
413     157
1273    255
600     177
869     255
1453    253
1449    151
Name: 7, dtype: int64 0.000228
834) 504      36
815     149
296     175
348     244
261      90
811     186
192     141
11      220
658     104
1591     16
285      66
788      89
661     116
860      88
1499     58
831     156
48      242
854     146
1240     61
577     130
1517     43
1565     45
1519    255
1395     75
165     207
1024    181
1420    242
1114    177
1295     67
679      97
       ... 
1052    163
1016     48
1696     54
1337     22
282      77
1702    215
464     101
963     176
1596    148
1287    141
1599    158
1265    179
1534    139
118     127
276      77
472     217
768      69
632     107
1257     40
480     159
570     133
312     131
1491    160
1670    173
413     155
1273     56
600      95
869      11
1453    185
1449      2
Name: 839, dtype: int64 0.000227
835) 504      41
815     210
296     162
348     186
261     114
811     196
192      91
11      203
658      52
1591     23
285     187
788     103
661     137
860     172
1499     14
831     141
48       44
854     167
1240    166
577     176
1517    132
1565     92
1519     38
1395    105
165     187
1024     92
1420    106
1114    241
1295     27
679     176
       ... 
1052     65
1016    190
1696    158
1337    102
282     108
1702    249
464     123
963     188
1596     50
1287    136
1599     62
1265    175
1534     52
118     162
276     175
472     222
768     186
632     174
1257    255
480      21
570     173
312     166
1491    233
1670     80
413     181
1273    165
600     125
869     255
1453    223
1449    156
Name: 979, dtype: int64 0.000227
836) 504     147
815     193
296      86
348       5
261     167
811     111
192      21
11      124
658      13
1591    255
285      78
788     140
661      27
860      70
1499    208
831      20
48      161
854       3
1240    106
577     224
1517    217
1565     76
1519     26
1395     44
165      14
1024    151
1420     84
1114    134
1295    155
679     182
       ... 
1052    208
1016    106
1696     28
1337    232
282      85
1702    117
464      50
963      19
1596    166
1287    128
1599    200
1265     79
1534     42
118      30
276      17
472      97
768     166
632      55
1257    235
480     232
570     194
312      88
1491    107
1670     47
413     223
1273     75
600     208
869     255
1453    204
1449     39
Name: 1681, dtype: int64 0.000227
837) 504     246
815     203
296     132
348     210
261      86
811     158
192      44
11       62
658      49
1591     16
285     164
788     107
661     141
860     127
1499     71
831      76
48      217
854     183
1240    226
577     128
1517     77
1565     57
1519     29
1395     75
165     164
1024    182
1420     97
1114    121
1295    128
679     163
       ... 
1052     51
1016    255
1696    162
1337    120
282     107
1702    238
464     142
963     216
1596     31
1287    176
1599    132
1265    140
1534    187
118      88
276     201
472     230
768     140
632     194
1257    255
480     174
570     142
312     170
1491    224
1670     74
413     167
1273    101
600     106
869     147
1453    234
1449    125
Name: 1084, dtype: int64 0.000227
838) 504      72
815     221
296     154
348     178
261      36
811     171
192      94
11      155
658      50
1591     58
285     195
788     120
661     216
860     206
1499     31
831     114
48       84
854     187
1240    107
577     158
1517    176
1565    125
1519     44
1395     73
165      32
1024     94
1420    127
1114    240
1295     28
679     157
       ... 
1052    238
1016    255
1696    255
1337    198
282      99
1702    225
464     155
963     210
1596    126
1287     92
1599     70
1265    246
1534     42
118     159
276     181
472     224
768     154
632       7
1257     74
480      43
570     165
312     179
1491    217
1670     11
413     193
1273      4
600     120
869     255
1453    176
1449    185
Name: 1076, dtype: int64 0.000227
839) 504     220
815     189
296      85
348     170
261     105
811     199
192     194
11       70
658      69
1591     53
285     190
788     182
661      62
860     244
1499     65
831     119
48      135
854     208
1240     20
577     157
1517    184
1565     36
1519      9
1395    117
165      33
1024     35
1420     70
1114    202
1295     17
679      80
       ... 
1052     84
1016    172
1696     82
1337    170
282     200
1702    215
464      49
963     187
1596     47
1287    117
1599     68
1265    164
1534    125
118     101
276     149
472     209
768     121
632     212
1257    255
480      75
570     142
312     187
1491    243
1670    108
413     154
1273    154
600     128
869     140
1453     99
1449    177
Name: 1169, dtype: int64 0.000226
840) 504      53
815     158
296      47
348     212
261     218
811      59
192      85
11        0
658     138
1591    255
285     121
788      78
661     178
860      46
1499    131
831     179
48      202
854     194
1240     39
577      26
1517    127
1565     23
1519    255
1395    186
165     146
1024    144
1420     81
1114    173
1295    255
679     148
       ... 
1052    168
1016    108
1696    255
1337     76
282     193
1702    164
464     127
963      79
1596     53
1287     20
1599     24
1265      8
1534    228
118      71
276     221
472     138
768      97
632     227
1257     77
480     116
570      50
312     112
1491     51
1670    169
413      27
1273    223
600      61
869     255
1453     37
1449    238
Name: 2314, dtype: int64 0.000226
841) 504     100
815     164
296     194
348     103
261      95
811     143
192     102
11      255
658     217
1591     66
285     182
788      84
661     117
860     161
1499    123
831     154
48      217
854     109
1240    115
577     147
1517     69
1565     63
1519    255
1395     78
165      86
1024     83
1420    215
1114     49
1295    228
679     134
       ... 
1052    152
1016    155
1696     25
1337    112
282      28
1702    232
464      34
963     200
1596    169
1287    201
1599     93
1265    217
1534    188
118     157
276     121
472     150
768     203
632     163
1257    255
480     168
570     180
312      85
1491     60
1670    136
413     182
1273    105
600     144
869     159
1453     41
1449     76
Name: 434, dtype: int64 0.000226
842) 504     122
815     216
296      48
348      15
261     150
811      36
192      29
11       75
658       5
1591     61
285     233
788     187
661      59
860     148
1499    171
831      12
48      147
854      11
1240    106
577     222
1517    204
1565     19
1519     44
1395     71
165      12
1024    158
1420     84
1114    123
1295     86
679     168
       ... 
1052    204
1016    255
1696    255
1337    232
282       8
1702    164
464      31
963     179
1596    106
1287     66
1599    255
1265     92
1534     52
118      58
276      14
472     180
768     221
632      10
1257    152
480      85
570     125
312      60
1491    200
1670     71
413     107
1273    107
600     210
869     255
1453    152
1449    106
Name: 1620, dtype: int64 0.000226
843) 504     215
815      63
296      10
348     188
261     165
811      78
192      27
11       46
658      83
1591    230
285      90
788     133
661     206
860     176
1499    154
831     125
48      146
854     197
1240     19
577      64
1517    212
1565     18
1519     91
1395     37
165      28
1024     58
1420     37
1114    197
1295    141
679      34
       ... 
1052     53
1016    172
1696    255
1337    233
282      11
1702    185
464      95
963     179
1596    199
1287    173
1599    148
1265    217
1534     20
118      41
276      87
472      67
768     169
632     206
1257     38
480     133
570      58
312       8
1491    188
1670     45
413      69
1273    137
600       3
869     255
1453    146
1449    107
Name: 1821, dtype: int64 0.000226
844) 504     144
815     103
296      98
348     225
261     161
811      64
192     177
11      101
658     123
1591     32
285      91
788      50
661     116
860      33
1499    100
831     146
48        1
854      66
1240     16
577      61
1517     85
1565    210
1519     51
1395    183
165     175
1024     67
1420     79
1114    169
1295     35
679      24
       ... 
1052    217
1016    218
1696     49
1337    128
282     160
1702    113
464     117
963     156
1596     51
1287    114
1599     32
1265     53
1534    171
118      75
276      73
472      78
768      66
632      88
1257    160
480     197
570      38
312     138
1491     75
1670     26
413      16
1273    148
600      38
869     255
1453     33
1449     46
Name: 2091, dtype: int64 0.000225
845) 504     139
815      96
296      38
348     209
261     186
811      26
192      73
11      197
658     206
1591    255
285     110
788      48
661     206
860     236
1499    127
831     164
48       44
854     187
1240    238
577      65
1517    198
1565     12
1519    255
1395    151
165     224
1024    119
1420     22
1114     53
1295    125
679      26
       ... 
1052     36
1016     87
1696    255
1337     68
282     146
1702    197
464     204
963     163
1596     70
1287    122
1599     20
1265    137
1534    119
118      77
276     169
472     175
768      36
632     229
1257    204
480     195
570      58
312       2
1491    122
1670     60
413      13
1273     92
600      39
869     255
1453     54
1449     97
Name: 2069, dtype: int64 0.000225
846) 504      58
815      68
296     179
348      58
261      55
811     158
192     133
11      167
658     222
1591    255
285     135
788      12
661      39
860     254
1499    237
831     166
48        0
854      66
1240    192
577      95
1517    178
1565      3
1519     67
1395     81
165     106
1024    222
1420    176
1114    114
1295    194
679      94
       ... 
1052    248
1016     24
1696    255
1337     71
282     218
1702    108
464      57
963     169
1596    122
1287    155
1599    255
1265    202
1534    122
118     202
276      76
472     139
768     156
632      79
1257    254
480     131
570     110
312     226
1491     93
1670    206
413     152
1273    255
600     161
869     255
1453    239
1449    182
Name: 355, dtype: int64 0.000225
847) 504     173
815     108
296     177
348      82
261     108
811     169
192     128
11      255
658     241
1591    255
285     229
788      84
661     125
860     143
1499    246
831     111
48        0
854      65
1240    127
577     143
1517    133
1565      0
1519    228
1395    140
165      91
1024    222
1420    159
1114     88
1295    255
679     125
       ... 
1052    215
1016    219
1696    255
1337     49
282     178
1702    108
464      74
963      70
1596    156
1287    130
1599    255
1265    189
1534     14
118     189
276      42
472      11
768      98
632     149
1257    255
480     120
570     134
312      34
1491    175
1670    232
413     162
1273    255
600     175
869     255
1453    247
1449    153
Name: 111, dtype: int64 0.000225
848) 504      82
815     186
296     186
348     141
261      74
811     150
192     121
11      110
658     177
1591    151
285     237
788      76
661     148
860      43
1499    235
831     109
48       62
854     164
1240    130
577     168
1517    135
1565     99
1519     35
1395     30
165     104
1024    197
1420    110
1114     76
1295      5
679     140
       ... 
1052    119
1016     90
1696     30
1337    117
282     105
1702    200
464     109
963     164
1596    113
1287     51
1599    172
1265    251
1534     86
118     173
276      81
472     222
768     159
632     147
1257     27
480      41
570     182
312      42
1491    194
1670     61
413     179
1273     10
600     164
869     255
1453     44
1449    191
Name: 472, dtype: int64 0.000225
849) 504     151
815     201
296      77
348      90
261     168
811      12
192      73
11      111
658     106
1591     33
285      65
788      76
661     225
860     219
1499    208
831      99
48      169
854     183
1240    105
577      26
1517    224
1565    169
1519    255
1395    148
165     223
1024     41
1420     24
1114    171
1295    107
679       9
       ... 
1052    113
1016    196
1696     27
1337    113
282      94
1702    237
464     179
963      33
1596     90
1287    126
1599     35
1265     48
1534    243
118       7
276       1
472     157
768      31
632     206
1257     68
480     207
570      25
312     151
1491    134
1670     67
413      50
1273     81
600      46
869     156
1453    149
1449     59
Name: 2028, dtype: int64 0.000225
850) 504     133
815      93
296      57
348     170
261     195
811      73
192     148
11      255
658     163
1591    130
285      81
788     162
661     118
860     208
1499    172
831     140
48      103
854     127
1240     41
577      73
1517    238
1565    112
1519     77
1395     76
165     231
1024    113
1420     90
1114    163
1295    140
679      70
       ... 
1052    126
1016    255
1696    255
1337    232
282     188
1702    108
464     181
963      70
1596    104
1287    121
1599    242
1265     23
1534    234
118      17
276     106
472     190
768     199
632     177
1257    131
480      48
570      83
312      24
1491     61
1670     89
413      86
1273    116
600      18
869      21
1453    160
1449    182
Name: 1708, dtype: int64 0.000225
851) 504     232
815      62
296     255
348      25
261     108
811     255
192     255
11        0
658     184
1591    255
285      55
788     255
661     139
860       0
1499     29
831     113
48        0
854     255
1240     68
577     255
1517     10
1565      0
1519    255
1395    255
165      56
1024    222
1420    195
1114    130
1295    255
679     255
       ... 
1052     16
1016    255
1696    255
1337     52
282     244
1702    108
464     241
963     172
1596     93
1287    189
1599    255
1265    161
1534    112
118     255
276      13
472      21
768     254
632      12
1257    255
480      91
570     255
312     255
1491     94
1670    228
413     129
1273    255
600     255
869     255
1453    249
1449    205
Name: 149, dtype: int64 0.000225
852) 504     125
815     165
296     158
348     135
261      65
811     147
192     118
11       96
658     207
1591    255
285     206
788     120
661     108
860     188
1499    148
831     148
48       87
854     132
1240    157
577     163
1517    155
1565    113
1519     53
1395    127
165     104
1024    174
1420    112
1114    196
1295      6
679     130
       ... 
1052     70
1016     65
1696     75
1337    112
282     130
1702    210
464     102
963     204
1596    220
1287     62
1599    176
1265    232
1534    130
118     181
276     116
472     134
768     128
632     190
1257     23
480      38
570     182
312      76
1491    203
1670     88
413     167
1273     57
600     179
869     255
1453     63
1449    151
Name: 518, dtype: int64 0.000225
853) 504     114
815      62
296     188
348      54
261      99
811     157
192     157
11      232
658     228
1591    255
285     178
788      12
661      36
860     211
1499    242
831      54
48        0
854      62
1240    235
577      90
1517    207
1565      0
1519    255
1395    233
165     104
1024    222
1420    153
1114    134
1295    197
679      94
       ... 
1052    246
1016    166
1696    255
1337    109
282     216
1702    108
464      78
963     182
1596    106
1287    159
1599    255
1265    184
1534     37
118     209
276      87
472      85
768      73
632      76
1257    255
480     119
570     105
312     230
1491    104
1670    215
413     150
1273    255
600     165
869     255
1453    250
1449    145
Name: 205, dtype: int64 0.000225
854) 504     179
815      20
296     106
348     105
261     135
811      39
192      91
11       67
658      79
1591     45
285      71
788      87
661     146
860     109
1499    142
831      56
48      145
854     144
1240    221
577      25
1517    236
1565    209
1519     73
1395    152
165     204
1024     93
1420     84
1114    191
1295     64
679      18
       ... 
1052    224
1016    144
1696     15
1337    113
282     133
1702    239
464      12
963     171
1596    163
1287    107
1599    153
1265     47
1534    147
118      11
276     152
472      86
768      48
632     191
1257     55
480      56
570      49
312     154
1491     79
1670     54
413      51
1273     59
600      29
869      67
1453     90
1449     54
Name: 1986, dtype: int64 0.000224
855) 504      87
815      78
296     150
348      73
261      31
811     150
192     144
11      147
658     232
1591    255
285     163
788      64
661      59
860     161
1499    237
831      22
48        0
854      86
1240    206
577     100
1517    136
1565      1
1519     68
1395     70
165     106
1024    222
1420    160
1114     94
1295      4
679     106
       ... 
1052    249
1016     25
1696    255
1337    132
282     223
1702    108
464      63
963      21
1596    181
1287    155
1599    255
1265    199
1534    134
118     171
276      64
472     151
768     159
632     107
1257    255
480      98
570     106
312      71
1491    161
1670    216
413     148
1273    193
600     166
869     255
1453    210
1449    192
Name: 357, dtype: int64 0.000224
856) 504     137
815      22
296     255
348      46
261     112
811     255
192     255
11      100
658      39
1591    100
285     114
788     255
661      74
860     217
1499      1
831     195
48        0
854     255
1240    199
577     255
1517     46
1565    255
1519    255
1395    255
165     182
1024    213
1420    221
1114     56
1295    112
679     255
       ... 
1052    154
1016    255
1696    255
1337     48
282     246
1702    108
464      68
963     206
1596    146
1287    197
1599    250
1265     76
1534    220
118     255
276     181
472     145
768     249
632      21
1257     95
480      97
570     255
312     255
1491    130
1670    223
413      86
1273    242
600     255
869     227
1453    137
1449     75
Name: 1549, dtype: int64 0.000224
857) 504     184
815      72
296      53
348       6
261     148
811       9
192     101
11      115
658     143
1591     29
285      43
788     147
661     194
860     249
1499    151
831     126
48      136
854      22
1240    177
577     229
1517    232
1565     14
1519     76
1395     16
165      13
1024     73
1420    130
1114    136
1295     89
679      15
       ... 
1052    216
1016     68
1696     48
1337    232
282     109
1702    218
464      36
963      20
1596    152
1287    103
1599    255
1265     71
1534    191
118       9
276       5
472     117
768     175
632      79
1257    255
480     123
570       4
312       5
1491     43
1670     26
413      46
1273     87
600      14
869     143
1453    141
1449     53
Name: 1783, dtype: int64 0.000223
858) 504     217
815     228
296     233
348     170
261      37
811     152
192     180
11       56
658       9
1591    255
285     247
788     163
661       3
860     147
1499     96
831      23
48       48
854       3
1240     75
577     188
1517    128
1565     40
1519     29
1395     56
165      30
1024     95
1420     72
1114    111
1295    157
679     210
       ... 
1052    180
1016    187
1696    255
1337    232
282       8
1702    243
464     119
963     186
1596    118
1287     87
1599    100
1265     98
1534     25
118     108
276     156
472     251
768     242
632       5
1257     47
480     203
570     218
312     182
1491    249
1670     55
413     211
1273      5
600     222
869     114
1453    171
1449    106
Name: 1424, dtype: int64 0.000223
859) 504     123
815     108
296      57
348     216
261     165
811      87
192     110
11       79
658     104
1591     53
285     125
788      63
661      97
860     196
1499    129
831      36
48        2
854      80
1240    216
577     209
1517    133
1565    187
1519     41
1395    170
165     181
1024     33
1420     87
1114    184
1295     43
679      58
       ... 
1052    229
1016    255
1696    216
1337    110
282     192
1702    139
464     206
963     217
1596     43
1287     58
1599     25
1265     23
1534    156
118      57
276      98
472      97
768      38
632     157
1257     31
480      59
570      58
312     149
1491     32
1670    133
413      11
1273    229
600      63
869     255
1453     47
1449    248
Name: 2238, dtype: int64 0.000223
860) 504     156
815     146
296      94
348     142
261     165
811      52
192     162
11      117
658      94
1591     40
285      68
788      50
661     148
860      47
1499    133
831     164
48       93
854     115
1240    176
577     103
1517     89
1565    255
1519    129
1395    151
165     204
1024    110
1420     91
1114    186
1295     27
679      33
       ... 
1052    228
1016    250
1696     60
1337    110
282     140
1702    212
464     162
963     180
1596     59
1287     98
1599     39
1265     22
1534     88
118      56
276      16
472     120
768      64
632     183
1257     24
480     191
570      46
312     165
1491     57
1670    106
413      53
1273     76
600      33
869      95
1453     30
1449     80
Name: 2086, dtype: int64 0.000222
861) 504     233
815     144
296     222
348      92
261     232
811     170
192     165
11        0
658     208
1591    216
285     161
788      57
661     148
860      59
1499    100
831      94
48      199
854      85
1240    103
577     143
1517    166
1565    255
1519    255
1395    236
165      65
1024    222
1420    197
1114     48
1295    255
679     126
       ... 
1052     84
1016    255
1696    125
1337     42
282      76
1702    108
464       8
963     152
1596    118
1287    210
1599    216
1265    168
1534    155
118     158
276      23
472     194
768     113
632      93
1257    255
480     159
570     174
312      41
1491    175
1670    243
413     210
1273    254
600     152
869     112
1453    234
1449    224
Name: 87, dtype: int64 0.000222
862) 504     180
815      17
296      78
348     226
261     164
811      74
192     115
11       73
658      98
1591     51
285      81
788      80
661     130
860      33
1499    104
831      93
48       88
854     104
1240     67
577      32
1517    185
1565    255
1519     47
1395     14
165      72
1024     91
1420    183
1114    176
1295     58
679      39
       ... 
1052    214
1016     38
1696     38
1337    233
282      70
1702    202
464      60
963     223
1596    103
1287    168
1599    255
1265     61
1534     99
118      90
276      37
472      11
768     176
632     167
1257    175
480     204
570       6
312     178
1491     71
1670     52
413      70
1273     49
600      19
869      24
1453    102
1449     10
Name: 1839, dtype: int64 0.000222
863) 504      56
815      98
296     117
348     122
261      55
811      94
192     146
11      104
658     126
1591    255
285     132
788      97
661     105
860      68
1499    178
831      86
48       71
854     106
1240    250
577     118
1517     61
1565    198
1519     84
1395    151
165     187
1024    196
1420    174
1114    104
1295     58
679     196
       ... 
1052     69
1016    255
1696    153
1337    141
282      77
1702    105
464     141
963     181
1596    165
1287    169
1599    255
1265    131
1534    172
118      94
276     111
472     212
768       5
632     169
1257    138
480     237
570     104
312     106
1491    161
1670     46
413     208
1273     69
600      84
869     163
1453    173
1449    164
Name: 908, dtype: int64 0.000221
864) 504     217
815     114
296     126
348     226
261      82
811     226
192     255
11       95
658      40
1591    197
285      75
788      32
661      95
860      65
1499    102
831     133
48      144
854     119
1240     71
577      84
1517     38
1565    255
1519    255
1395    140
165     218
1024    163
1420    229
1114     64
1295    132
679     149
       ... 
1052     93
1016    255
1696    250
1337    219
282     159
1702    108
464      80
963     168
1596    216
1287    132
1599    155
1265    101
1534    227
118     255
276      95
472      70
768      99
632      59
1257     20
480     124
570      92
312     255
1491    220
1670    219
413      99
1273     92
600      25
869      39
1453     84
1449     39
Name: 1395, dtype: int64 0.000221
865) 504     222
815      17
296      95
348     229
261     151
811      61
192     112
11       87
658      90
1591     30
285      85
788      40
661     111
860     138
1499    116
831      99
48        3
854      66
1240     84
577      11
1517    221
1565    255
1519     38
1395     98
165     177
1024     24
1420    158
1114    159
1295     37
679      59
       ... 
1052    209
1016     79
1696     90
1337    154
282     142
1702    108
464     117
963     198
1596     39
1287    141
1599    255
1265     49
1534     98
118      84
276     229
472      39
768     114
632      83
1257    179
480      59
570     114
312     143
1491     73
1670     33
413      68
1273    151
600      16
869     255
1453     27
1449     36
Name: 1942, dtype: int64 0.000221
866) 504     186
815     138
296     191
348      89
261     129
811     180
192     153
11      255
658     247
1591    255
285     227
788     106
661     171
860     107
1499    248
831     109
48      205
854     106
1240    131
577     165
1517    162
1565     65
1519    255
1395    158
165      78
1024    222
1420    180
1114     82
1295    255
679     145
       ... 
1052    227
1016    213
1696    255
1337     49
282     130
1702    108
464     110
963      43
1596    206
1287    179
1599    255
1265    207
1534     57
118     195
276      22
472      22
768     163
632     183
1257    255
480     147
570     168
312      41
1491    203
1670    240
413     201
1273    183
600     180
869     255
1453    237
1449    163
Name: 115, dtype: int64 0.000221
867) 504      29
815     149
296     169
348     244
261     196
811     187
192     162
11      166
658      94
1591      9
285      45
788     116
661     116
860      79
1499     75
831     192
48      242
854     147
1240     86
577     136
1517     28
1565     40
1519    255
1395     74
165     204
1024    195
1420    240
1114    232
1295     87
679     176
       ... 
1052    174
1016     76
1696     52
1337     50
282      83
1702    208
464     135
963     123
1596    227
1287    127
1599     75
1265    172
1534    143
118     122
276     116
472     226
768     109
632     113
1257     39
480     158
570     129
312     142
1491    143
1670    124
413     166
1273     81
600      95
869      36
1453    190
1449      1
Name: 889, dtype: int64 0.000221
868) 504     250
815     233
296     234
348     249
261     114
811     100
192     189
11      105
658      24
1591    154
285       2
788     228
661      92
860     152
1499     57
831     153
48      159
854      14
1240     49
577     225
1517    194
1565    121
1519     27
1395     12
165      36
1024     89
1420    105
1114    109
1295    121
679     109
       ... 
1052    166
1016    255
1696    255
1337    232
282     205
1702    250
464      68
963     202
1596     15
1287    128
1599     54
1265    197
1534     24
118     130
276     168
472     215
768     145
632       1
1257     67
480     128
570     186
312     193
1491    243
1670    136
413     177
1273      9
600     131
869       6
1453    134
1449    172
Name: 1275, dtype: int64 0.000221
869) 504     104
815     149
296     203
348      79
261      47
811     139
192     123
11        4
658     186
1591     35
285     188
788      71
661     117
860      48
1499     48
831     242
48       78
854     108
1240     46
577     134
1517     68
1565     66
1519    255
1395     76
165      92
1024     99
1420    216
1114     59
1295    255
679     125
       ... 
1052     62
1016    236
1696     49
1337    178
282       9
1702    105
464      19
963     195
1596    158
1287    180
1599     61
1265    205
1534    159
118     149
276     105
472     195
768     204
632      99
1257    255
480     156
570     164
312      70
1491    183
1670    135
413     170
1273     64
600     122
869      91
1453     54
1449    199
Name: 387, dtype: int64 0.000221
870) 504     176
815     171
296     210
348     109
261     143
811     169
192     142
11        0
658     232
1591     66
285     210
788     120
661     171
860     156
1499    131
831     251
48      118
854      87
1240    108
577     158
1517    122
1565    151
1519    255
1395     97
165      68
1024    219
1420    205
1114     56
1295    255
679     143
       ... 
1052     67
1016    255
1696     40
1337     63
282      98
1702    108
464     228
963     213
1596    202
1287    194
1599    154
1265    191
1534    197
118     167
276      76
472      21
768     221
632     127
1257    255
480     160
570     181
312      46
1491     87
1670    231
413     193
1273     23
600     146
869      41
1453    190
1449    213
Name: 183, dtype: int64 0.000220
871) 504     163
815     114
296     162
348     101
261     119
811     166
192     148
11      251
658     247
1591    255
285     218
788     177
661     148
860     200
1499    247
831     135
48        4
854      85
1240    239
577     150
1517     76
1565     30
1519     86
1395     60
165      85
1024    129
1420    187
1114    240
1295    255
679     124
       ... 
1052    233
1016    250
1696    255
1337    107
282     222
1702    108
464     176
963     129
1596    134
1287    140
1599    255
1265    197
1534     37
118     181
276      83
472     194
768      83
632     134
1257    255
480     129
570     142
312      48
1491    172
1670    238
413     155
1273     35
600     162
869     255
1453    212
1449    161
Name: 212, dtype: int64 0.000220
872) 504      66
815     178
296     142
348     168
261      54
811     171
192      67
11       67
658      18
1591     87
285     181
788     123
661      13
860     201
1499     36
831     158
48       84
854      26
1240     34
577     164
1517    167
1565    107
1519     15
1395    125
165     175
1024    111
1420     87
1114    247
1295      8
679     104
       ... 
1052     67
1016    231
1696     36
1337    198
282      86
1702    222
464     142
963     186
1596    151
1287    104
1599     81
1265    174
1534    141
118     106
276     130
472     198
768     137
632     196
1257    193
480      58
570     142
312     179
1491    228
1670    104
413     130
1273    112
600     127
869      40
1453    114
1449    185
Name: 1069, dtype: int64 0.000219
873) 504      61
815      66
296      14
348     146
261      23
811     172
192      76
11       67
658      83
1591     86
285     156
788     207
661     125
860     243
1499     26
831     223
48      150
854     174
1240     38
577     137
1517    235
1565     48
1519      8
1395    131
165     190
1024     18
1420     78
1114    181
1295     25
679     131
       ... 
1052     91
1016     12
1696     48
1337    198
282      79
1702    231
464     212
963     184
1596     79
1287     94
1599     54
1265    164
1534    153
118     104
276     142
472     191
768     165
632     185
1257    255
480     168
570     136
312     179
1491    234
1670    116
413     162
1273     44
600     112
869      35
1453    113
1449    193
Name: 1067, dtype: int64 0.000218
874) 504      38
815     158
296     136
348     149
261      64
811     127
192       5
11      113
658     183
1591    255
285     186
788     181
661     131
860     139
1499     12
831     103
48      173
854      17
1240    190
577     137
1517    162
1565    127
1519     44
1395    161
165     131
1024     41
1420     82
1114    174
1295    150
679      64
       ... 
1052    219
1016     17
1696     66
1337    193
282      51
1702    209
464     154
963      16
1596    153
1287    150
1599    138
1265    211
1534    141
118     100
276     123
472     149
768      87
632     183
1257     26
480     144
570     171
312     115
1491    211
1670     66
413     160
1273    112
600     155
869     255
1453     88
1449     74
Name: 716, dtype: int64 0.000218
875) 504      48
815     206
296     165
348     164
261      28
811     183
192     187
11      122
658      70
1591     33
285     198
788     131
661      98
860     192
1499     54
831     179
48      217
854     177
1240    222
577     139
1517    108
1565    100
1519     35
1395    115
165     173
1024     90
1420    134
1114    113
1295     59
679     184
       ... 
1052    173
1016     48
1696      6
1337     23
282      91
1702    197
464      97
963     173
1596    127
1287    171
1599     31
1265    205
1534     39
118     114
276      28
472     227
768      98
632     197
1257     24
480      78
570     173
312      24
1491     65
1670    139
413     184
1273    111
600     125
869     127
1453    214
1449     87
Name: 829, dtype: int64 0.000217
876) 504     165
815     183
296     255
348      38
261     111
811     255
192     255
11      113
658      49
1591    255
285      51
788     255
661      47
860     218
1499     23
831     100
48      254
854     255
1240    127
577     255
1517     14
1565    255
1519    255
1395    255
165     189
1024    212
1420    249
1114    209
1295     75
679     255
       ... 
1052      9
1016    255
1696    255
1337     48
282     247
1702    108
464      52
963     176
1596    161
1287    215
1599    255
1265    116
1534    171
118     255
276     194
472      46
768     252
632      25
1257    143
480      96
570     255
312     255
1491    115
1670    239
413      87
1273    217
600     255
869      68
1453    143
1449     53
Name: 1349, dtype: int64 0.000217
877) 504      69
815      90
296     252
348      33
261     102
811     255
192     255
11        0
658     163
1591    225
285      54
788     255
661     233
860       0
1499     29
831     169
48      225
854     255
1240     56
577     195
1517     12
1565      0
1519    255
1395    255
165     105
1024    222
1420    240
1114     95
1295    255
679     251
       ... 
1052     42
1016     39
1696    255
1337    109
282     154
1702    108
464     132
963     130
1596    110
1287    233
1599    248
1265    130
1534    224
118     255
276     127
472      65
768      70
632      19
1257    255
480     114
570     254
312     255
1491    111
1670    249
413     121
1273    255
600     255
869     255
1453    180
1449     51
Name: 548, dtype: int64 0.000217
878) 504     250
815     222
296     231
348     245
261       7
811      99
192     179
11       97
658      15
1591     46
285     216
788     208
661       4
860     202
1499     62
831     165
48       40
854     142
1240     29
577     222
1517    231
1565     20
1519     22
1395     21
165      44
1024     75
1420     94
1114    249
1295     14
679      42
       ... 
1052    193
1016    253
1696    107
1337    232
282     168
1702    210
464      75
963     203
1596     49
1287     82
1599     63
1265    220
1534    120
118     143
276     179
472     210
768     164
632      83
1257    251
480     166
570     190
312     193
1491    252
1670    122
413     202
1273    148
600     127
869      12
1453     92
1449    183
Name: 1271, dtype: int64 0.000217
879) 504      72
815     207
296     158
348     147
261      82
811     128
192     115
11       74
658      98
1591     13
285     205
788     171
661     131
860     164
1499    210
831      77
48      241
854     153
1240    228
577     178
1517     87
1565    109
1519     40
1395    127
165     140
1024     31
1420     98
1114    128
1295    155
679     215
       ... 
1052    154
1016     88
1696      5
1337    142
282     103
1702    191
464      71
963     151
1596    169
1287    167
1599     39
1265    225
1534     40
118      58
276      91
472     162
768     116
632     157
1257    100
480      74
570     188
312       8
1491     73
1670     75
413     198
1273    124
600     143
869      97
1453    170
1449    142
Name: 728, dtype: int64 0.000216
880) 504     161
815     219
296     246
348      52
261     149
811     255
192     255
11       34
658      49
1591    255
285      88
788     255
661      55
860     211
1499     96
831     165
48      221
854     255
1240    173
577     179
1517     35
1565    255
1519    255
1395    255
165     189
1024    165
1420    237
1114     79
1295     75
679     245
       ... 
1052      5
1016    255
1696    255
1337    107
282     164
1702    108
464      70
963     136
1596    130
1287    214
1599    255
1265    132
1534    177
118     255
276     209
472      87
768      55
632      28
1257     11
480     121
570     251
312     255
1491     86
1670    240
413      95
1273    150
600     255
869      28
1453    107
1449     47
Name: 1298, dtype: int64 0.000216
881) 504      85
815      87
296     159
348      84
261      61
811     155
192     160
11      170
658     239
1591    255
285     191
788      76
661      69
860      82
1499    241
831     232
48        0
854      67
1240    245
577     117
1517    179
1565      4
1519     18
1395     65
165      90
1024    185
1420    160
1114    150
1295      4
679     111
       ... 
1052    247
1016     53
1696    255
1337    207
282     225
1702    108
464      70
963      18
1596    170
1287    174
1599    255
1265    207
1534     71
118     182
276      78
472      71
768     156
632     110
1257    255
480     144
570     126
312      59
1491    131
1670    220
413     186
1273    203
600     177
869     255
1453    208
1449    202
Name: 308, dtype: int64 0.000216
882) 504     125
815     121
296      69
348     181
261     143
811       6
192      72
11      102
658      85
1591     17
285     105
788      22
661     130
860     242
1499    207
831      80
48      150
854     121
1240    179
577       0
1517    175
1565    156
1519    255
1395    148
165     127
1024     46
1420     40
1114    173
1295    132
679       8
       ... 
1052     62
1016    163
1696     77
1337    111
282      10
1702    235
464     176
963      34
1596     38
1287     48
1599     22
1265    241
1534    148
118      62
276       3
472      59
768       6
632     196
1257    115
480      18
570       4
312      82
1491    146
1670     29
413      34
1273     81
600       3
869     255
1453    135
1449     69
Name: 1975, dtype: int64 0.000215
883) 504     139
815      39
296     121
348     207
261      75
811     105
192     158
11       70
658      42
1591     32
285      81
788     176
661     158
860      84
1499     55
831     202
48      137
854      66
1240     92
577     102
1517     50
1565    255
1519    255
1395     98
165     204
1024     74
1420    212
1114    154
1295    107
679      22
       ... 
1052    170
1016     49
1696    132
1337    232
282      88
1702    108
464      62
963     221
1596    186
1287     50
1599     80
1265     74
1534    200
118     104
276     192
472      73
768     155
632      79
1257      3
480     140
570     158
312     189
1491    114
1670    206
413     108
1273     45
600     187
869      32
1453     87
1449     24
Name: 1543, dtype: int64 0.000215
884) 504     242
815     139
296      20
348     139
261      25
811      19
192     173
11       27
658      72
1591     68
285     159
788     139
661      26
860      66
1499    104
831       2
48      127
854     120
1240     70
577      64
1517    240
1565    116
1519     46
1395    125
165      34
1024    222
1420     58
1114    236
1295     21
679     215
       ... 
1052    119
1016     17
1696     70
1337    201
282     201
1702    225
464     192
963     155
1596    133
1287     96
1599     94
1265    182
1534    164
118      26
276      41
472     147
768     206
632      22
1257    255
480     242
570     212
312      65
1491    222
1670     87
413     233
1273    122
600     163
869     118
1453     93
1449     71
Name: 1112, dtype: int64 0.000215
885) 504     148
815     102
296      63
348       5
261     188
811      24
192      22
11      101
658      75
1591    208
285      32
788     116
661     196
860     233
1499    178
831      20
48      158
854      92
1240     18
577     207
1517    212
1565     45
1519     47
1395     68
165       8
1024     79
1420     53
1114    185
1295     86
679      33
       ... 
1052    205
1016     92
1696    255
1337    232
282       6
1702    168
464      62
963     153
1596     88
1287     92
1599    178
1265    118
1534     56
118      48
276      17
472      32
768      28
632      12
1257    118
480     136
570      18
312      58
1491    197
1670     33
413     150
1273     78
600     160
869     255
1453    152
1449     93
Name: 1672, dtype: int64 0.000215
886) 504     147
815     175
296     203
348     134
261     111
811     179
192     161
11      211
658     219
1591    255
285     237
788     154
661     184
860     182
1499    164
831      83
48      239
854     132
1240    142
577     164
1517    160
1565    255
1519    255
1395     99
165      83
1024    115
1420    102
1114     45
1295    255
679     150
       ... 
1052    208
1016    255
1696    137
1337    107
282     165
1702     95
464      46
963     194
1596    112
1287     52
1599    129
1265    240
1534     69
118     197
276      33
472      79
768      80
632     181
1257    100
480      76
570     182
312      63
1491    199
1670    127
413     202
1273     90
600     183
869     255
1453     46
1449    241
Name: 221, dtype: int64 0.000214
887) 504     248
815      88
296     109
348     162
261      23
811      18
192     108
11      139
658      56
1591     93
285      35
788     142
661      17
860      62
1499    226
831     111
48       67
854      92
1240    197
577      49
1517    132
1565    123
1519    255
1395    113
165      54
1024    172
1420    162
1114    105
1295    255
679      49
       ... 
1052     88
1016    255
1696    254
1337    232
282      16
1702     93
464      17
963     229
1596     34
1287    165
1599    146
1265    116
1534    206
118      60
276     226
472     199
768     229
632      95
1257     57
480     240
570      84
312     180
1491    252
1670    148
413      40
1273     87
600      70
869       6
1453    193
1449     30
Name: 1359, dtype: int64 0.000214
888) 504     128
815      56
296     209
348      39
261     114
811     255
192     255
11        0
658     236
1591    255
285     225
788      76
661      31
860       0
1499    228
831      19
48        0
854      39
1240    238
577      88
1517    219
1565      0
1519    255
1395    255
165     115
1024    222
1420    139
1114    142
1295    255
679     191
       ... 
1052    111
1016    255
1696    255
1337     42
282     245
1702    108
464     151
963     158
1596    136
1287    144
1599    255
1265    166
1534     65
118     255
276      58
472      96
768      91
632      63
1257    255
480      97
570     106
312     255
1491    156
1670    212
413     129
1273    255
600     172
869     255
1453    252
1449    142
Name: 54, dtype: int64 0.000212
889) 504      87
815     188
296     175
348     142
261      70
811     135
192       5
11       69
658     140
1591    126
285     217
788     173
661     138
860     150
1499    168
831     235
48       94
854     165
1240    158
577     176
1517    207
1565     58
1519     41
1395    150
165     129
1024    126
1420    133
1114     88
1295    133
679     166
       ... 
1052    109
1016     73
1696     65
1337    165
282     113
1702    195
464     147
963     195
1596    182
1287    105
1599     59
1265    241
1534    118
118      93
276     153
472      82
768     144
632     157
1257     59
480      67
570     173
312      21
1491    189
1670     72
413     184
1273     68
600     169
869     170
1453     70
1449    170
Name: 671, dtype: int64 0.000212
890) 504      42
815      83
296     123
348      91
261      18
811     122
192      34
11       82
658     171
1591    255
285     126
788     169
661      53
860     129
1499    153
831     132
48      220
854      84
1240    251
577     103
1517    101
1565    255
1519    255
1395    125
165     177
1024    102
1420    173
1114    236
1295     74
679      65
       ... 
1052    103
1016    255
1696    255
1337    186
282      98
1702    108
464      94
963     144
1596    178
1287    232
1599    255
1265    182
1534     37
118     112
276     195
472      73
768     132
632     107
1257    101
480     130
570      99
312     139
1491    129
1670     76
413     160
1273     97
600     106
869      61
1453    196
1449    121
Name: 706, dtype: int64 0.000212
891) 504     193
815     157
296       9
348     157
261      31
811     192
192     166
11       70
658      71
1591     69
285     184
788     211
661     227
860     240
1499     65
831     238
48      137
854     184
1240     19
577     151
1517    206
1565    113
1519      9
1395    116
165     150
1024     52
1420     67
1114    223
1295      6
679      62
       ... 
1052     72
1016    175
1696     39
1337    201
282      95
1702    223
464     122
963     195
1596     88
1287    149
1599     34
1265    148
1534    147
118     104
276     159
472     220
768     157
632     206
1257    255
480      50
570     145
312     184
1491    238
1670    117
413     157
1273    106
600     139
869      14
1453     97
1449    179
Name: 1118, dtype: int64 0.000212
892) 504      20
815      12
296     248
348      40
261      78
811     255
192     255
11       56
658     120
1591     80
285      46
788     255
661     191
860       0
1499     31
831     131
48      106
854     255
1240    177
577     181
1517     21
1565    255
1519    255
1395    255
165     204
1024    184
1420    242
1114    109
1295    255
679     243
       ... 
1052     93
1016    255
1696    255
1337    107
282     162
1702    108
464      82
963     191
1596    131
1287    237
1599    243
1265    121
1534     25
118     255
276      85
472     122
768     133
632      26
1257    167
480     113
570     255
312     255
1491     36
1670    237
413      95
1273    195
600     255
869     255
1453    121
1449     32
Name: 948, dtype: int64 0.000212
893) 504     253
815     234
296     221
348     248
261     127
811     139
192     193
11       43
658     249
1591    166
285     160
788     236
661     238
860     147
1499     57
831     116
48       73
854     208
1240    124
577     182
1517    188
1565    103
1519      8
1395     16
165      26
1024     97
1420     93
1114    101
1295    111
679     161
       ... 
1052    154
1016    146
1696    255
1337    221
282     156
1702    142
464     146
963     197
1596     29
1287    116
1599     60
1265    192
1534     34
118     138
276     176
472     209
768     123
632       3
1257    162
480      69
570     167
312     191
1491    237
1670    162
413     147
1273      4
600     125
869      11
1453    131
1449    162
Name: 1227, dtype: int64 0.000212
894) 504     142
815      58
296      49
348     142
261     184
811      44
192      86
11        3
658     183
1591    255
285     147
788     108
661      48
860       2
1499    163
831     113
48       31
854      84
1240     69
577      35
1517    212
1565    176
1519    255
1395    129
165     230
1024    173
1420     58
1114     41
1295    125
679      12
       ... 
1052    124
1016    224
1696    255
1337    154
282     175
1702    108
464     214
963     120
1596    100
1287    132
1599    254
1265     24
1534     40
118     145
276     180
472      53
768     131
632     105
1257    180
480      20
570     127
312     225
1491     21
1670     13
413      42
1273    180
600      19
869     137
1453      6
1449    192
Name: 1905, dtype: int64 0.000211
895) 504     171
815      74
296      58
348     109
261      35
811      40
192     128
11      137
658     144
1591    151
285      21
788     139
661      59
860      63
1499    151
831     108
48       79
854     106
1240    199
577      65
1517     78
1565    190
1519    255
1395    169
165     229
1024    187
1420    155
1114    164
1295    255
679     157
       ... 
1052    101
1016    255
1696    252
1337    232
282     150
1702    103
464     196
963     196
1596    129
1287    167
1599    213
1265    112
1534    184
118      72
276      91
472     153
768     148
632     121
1257     66
480     110
570      84
312     180
1491    240
1670    149
413     114
1273    107
600      83
869      21
1453    163
1449     55
Name: 1356, dtype: int64 0.000210
896) 504     240
815     233
296     191
348     153
261      22
811     101
192     196
11       76
658     125
1591     51
285     205
788     226
661     132
860     174
1499     87
831     129
48      231
854     204
1240    217
577     223
1517     70
1565     88
1519     16
1395     53
165      29
1024    222
1420    225
1114     39
1295     42
679     172
       ... 
1052    158
1016     41
1696     66
1337    232
282     192
1702    122
464     163
963     190
1596     18
1287    156
1599     65
1265    128
1534    109
118      37
276     165
472     189
768     138
632     183
1257    177
480     175
570     210
312      84
1491    245
1670    134
413     191
1273    117
600     128
869      83
1453    193
1449    103
Name: 1285, dtype: int64 0.000208
897) 504      21
815      69
296     132
348      68
261      70
811     255
192     255
11       99
658     194
1591    255
285     116
788     170
661      35
860      83
1499    221
831     176
48        3
854      64
1240    252
577      79
1517     95
1565    255
1519    255
1395     25
165     176
1024    158
1420    170
1114    217
1295    153
679     185
       ... 
1052    115
1016    255
1696    255
1337    148
282     238
1702    108
464     130
963     149
1596    197
1287    193
1599    196
1265    189
1534     77
118     255
276     225
472      59
768     105
632      91
1257     40
480     104
570      92
312     255
1491    110
1670     66
413     129
1273     84
600     135
869       7
1453    216
1449    125
Name: 704, dtype: int64 0.000207
898) 504     135
815      64
296      47
348     153
261     176
811      35
192      82
11        3
658     177
1591    255
285     126
788     134
661      58
860       8
1499    166
831     115
48       89
854     101
1240     27
577      42
1517    225
1565    165
1519    255
1395    183
165     227
1024    165
1420     47
1114    123
1295    125
679       9
       ... 
1052    136
1016    139
1696    255
1337    154
282     158
1702    108
464     214
963      43
1596    138
1287    158
1599    238
1265     50
1534     34
118      91
276     185
472      42
768     141
632     117
1257    164
480      20
570     133
312     128
1491     24
1670     14
413      44
1273    163
600      18
869      89
1453     17
1449    189
Name: 1906, dtype: int64 0.000207
899) 504     140
815      98
296      78
348     148
261     185
811      73
192      84
11       99
658      68
1591     35
285     104
788      43
661     136
860      41
1499    186
831      62
48       37
854     124
1240     59
577     200
1517    128
1565    255
1519    255
1395    161
165     195
1024     92
1420    102
1114    201
1295     67
679      51
       ... 
1052    240
1016    255
1696    118
1337     51
282     156
1702    203
464     150
963     202
1596     49
1287    150
1599     28
1265      6
1534    122
118      19
276     199
472      83
768      34
632     206
1257     35
480     196
570      74
312     150
1491     44
1670    107
413      21
1273     82
600      65
869     209
1453     51
1449    246
Name: 2183, dtype: int64 0.000205
900) 504     207
815     225
296     209
348     124
261      86
811     110
192     164
11       47
658       8
1591     38
285     108
788      87
661      18
860     233
1499    188
831      70
48      106
854      10
1240    100
577      95
1517    153
1565     47
1519     31
1395     43
165      20
1024    100
1420    164
1114     88
1295    103
679     188
       ... 
1052    192
1016    119
1696      9
1337    232
282      27
1702    118
464     204
963      32
1596     41
1287    157
1599    122
1265     84
1534      5
118      34
276     113
472     187
768     230
632     252
1257     47
480     103
570     213
312      60
1491    180
1670     48
413     230
1273    109
600     219
869     255
1453    221
1449     50
Name: 1484, dtype: int64 0.000204
901) 504     108
815     197
296      64
348     203
261     195
811      80
192      86
11      185
658      85
1591     41
285     133
788      28
661     141
860     151
1499    241
831     116
48      166
854     151
1240    153
577     215
1517    102
1565    255
1519    255
1395    181
165     174
1024    100
1420     68
1114    210
1295     74
679      59
       ... 
1052     72
1016    255
1696    182
1337    114
282     181
1702     98
464     158
963     184
1596    117
1287    150
1599     22
1265     19
1534    176
118      27
276     213
472     131
768      31
632     212
1257    240
480      12
570      56
312     142
1491     65
1670    156
413      28
1273    183
600      63
869     255
1453    130
1449    253
Name: 2280, dtype: int64 0.000203
902) 504     152
815     140
296      81
348     109
261     158
811      49
192     148
11      119
658      86
1591     46
285      95
788      49
661     180
860      37
1499    149
831     172
48       98
854     136
1240     79
577      91
1517     69
1565    255
1519    131
1395    151
165     208
1024     98
1420     96
1114    192
1295     29
679      34
       ... 
1052    230
1016    223
1696     54
1337    109
282     159
1702    206
464     180
963     167
1596     72
1287     78
1599     33
1265     20
1534     94
118      47
276      14
472     137
768      64
632     183
1257    121
480     188
570      57
312     158
1491     57
1670    100
413      30
1273     99
600      36
869      42
1453     39
1449     87
Name: 2085, dtype: int64 0.000202
903) 504      77
815     136
296     135
348     119
261      64
811     139
192      63
11      119
658     222
1591    255
285     192
788      93
661     116
860     175
1499    215
831      90
48      140
854     144
1240    176
577     144
1517     71
1565    244
1519     47
1395     62
165     113
1024    214
1420    108
1114    149
1295      5
679     123
       ... 
1052    200
1016     22
1696    255
1337    112
282     128
1702    108
464     120
963     188
1596    211
1287    243
1599    255
1265    215
1534    222
118     139
276     105
472     158
768      38
632     182
1257    142
480     138
570     165
312     102
1491    199
1670    126
413     175
1273     36
600     176
869     255
1453     77
1449    170
Name: 514, dtype: int64 0.000201
904) 504      77
815      62
296     255
348      27
261     109
811     255
192     255
11        0
658     135
1591    255
285      69
788     255
661     231
860       0
1499     18
831     190
48        0
854     255
1240     78
577     255
1517     11
1565      0
1519    255
1395    255
165     105
1024    222
1420    237
1114    202
1295    255
679     255
       ... 
1052      8
1016     81
1696    255
1337     48
282     248
1702    108
464      60
963     180
1596    155
1287    170
1599    255
1265    132
1534    192
118     255
276     146
472      83
768     250
632      16
1257    255
480      94
570     255
312     255
1491     68
1670    252
413     113
1273    255
600     255
869     255
1453    205
1449     54
Name: 499, dtype: int64 0.000201
905) 504      65
815      93
296      31
348     109
261      14
811     127
192      24
11       74
658     176
1591    255
285     139
788     182
661      73
860     113
1499     99
831     146
48      222
854      85
1240    233
577     106
1517     95
1565    255
1519    251
1395    173
165     134
1024    130
1420    174
1114    240
1295     47
679     190
       ... 
1052    120
1016    212
1696    255
1337    164
282     138
1702    108
464     122
963      99
1596    176
1287    222
1599    246
1265    197
1534    174
118      84
276     168
472      59
768       5
632     124
1257     38
480     227
570     114
312      94
1491    152
1670     75
413     131
1273     85
600     131
869     216
1453    183
1449    136
Name: 657, dtype: int64 0.000200
906) 504      44
815     171
296     129
348     150
261      83
811     172
192       5
11      113
658      87
1591    235
285     186
788     118
661     142
860     164
1499     14
831     167
48      153
854      11
1240    183
577     150
1517    118
1565    128
1519     31
1395    149
165     148
1024     65
1420     70
1114    151
1295     51
679      65
       ... 
1052    122
1016     61
1696     63
1337     49
282      83
1702    194
464     155
963     165
1596    135
1287    195
1599    103
1265    193
1534    167
118      86
276     177
472     163
768      84
632     218
1257     25
480     150
570     140
312     151
1491    242
1670    156
413     165
1273    108
600     142
869     255
1453    124
1449     15
Name: 817, dtype: int64 0.000200
907) 504      30
815      79
296     122
348      82
261      31
811     101
192      21
11      124
658     134
1591    255
285      68
788      93
661      57
860      82
1499    199
831     175
48       22
854      84
1240    255
577      86
1517    114
1565    255
1519    151
1395     88
165     239
1024    148
1420    178
1114     92
1295     70
679     135
       ... 
1052     70
1016    255
1696    211
1337     60
282      83
1702    108
464     148
963     195
1596    152
1287    219
1599    255
1265    138
1534    124
118      83
276     134
472     189
768     136
632     113
1257    160
480     141
570      94
312     157
1491    145
1670     37
413     124
1273     45
600     110
869       2
1453    181
1449    173
Name: 856, dtype: int64 0.000200
908) 504     213
815     235
296     229
348     249
261      39
811     135
192     169
11       72
658      21
1591     51
285     234
788     148
661      21
860     231
1499    205
831      61
48      185
854      13
1240    125
577     197
1517     67
1565     87
1519     37
1395     43
165       4
1024     39
1420    225
1114     32
1295     89
679     196
       ... 
1052    179
1016    107
1696     30
1337    232
282      17
1702    113
464     155
963      34
1596     95
1287    109
1599     84
1265     95
1534     10
118      45
276     126
472     238
768     223
632     223
1257     45
480     175
570     217
312      49
1491    153
1670     95
413     158
1273     94
600     217
869     255
1453    195
1449     48
Name: 1436, dtype: int64 0.000199
909) 504     186
815      26
296      97
348     131
261     143
811     255
192     255
11      200
658      52
1591     33
285     115
788     100
661      65
860      52
1499      0
831      87
48        0
854     255
1240    101
577      32
1517    165
1565     33
1519    122
1395    255
165     166
1024    222
1420    150
1114    101
1295     35
679      21
       ... 
1052    188
1016    255
1696     88
1337    121
282     157
1702    108
464     142
963     176
1596    138
1287    107
1599    163
1265     45
1534    150
118     255
276     215
472      69
768      67
632      41
1257    141
480      46
570      40
312     255
1491     14
1670    225
413      77
1273    255
600      39
869     255
1453      1
1449     14
Name: 1996, dtype: int64 0.000198
910) 504     214
815     222
296     152
348      11
261       2
811     161
192     173
11      104
658      33
1591    161
285     251
788     180
661      23
860     134
1499     97
831      34
48      158
854     205
1240     47
577     203
1517    227
1565     26
1519     23
1395     86
165      36
1024     93
1420     64
1114    135
1295     19
679     211
       ... 
1052    176
1016    201
1696    255
1337    232
282       6
1702    124
464     121
963     172
1596     67
1287     21
1599     57
1265    178
1534     74
118      95
276     150
472     249
768     240
632     230
1257    154
480     226
570     216
312      36
1491    251
1670     51
413     239
1273     22
600     218
869      21
1453    153
1449    105
Name: 1421, dtype: int64 0.000193
911) 504      30
815     133
296     103
348      24
261      43
811     128
192      19
11      135
658     161
1591    255
285     162
788     218
661     134
860      46
1499     72
831     105
48       39
854     128
1240    202
577     135
1517     63
1565    195
1519     56
1395    165
165      70
1024    222
1420    117
1114    136
1295    110
679      75
       ... 
1052     76
1016     13
1696    166
1337    193
282      87
1702    113
464       3
963      87
1596    182
1287    198
1599    155
1265    190
1534    199
118     121
276     146
472     132
768      52
632     235
1257     83
480     138
570      84
312      50
1491    168
1670     38
413     160
1273     69
600     144
869     255
1453    170
1449    133
Name: 712, dtype: int64 0.000193
912) 504     239
815     111
296      89
348     155
261      51
811      19
192      22
11       87
658      66
1591    255
285     142
788     134
661      73
860      69
1499     39
831       1
48      135
854      20
1240    210
577      18
1517    116
1565    113
1519     88
1395    150
165      34
1024    222
1420    185
1114     90
1295     25
679     210
       ... 
1052     72
1016     76
1696     75
1337    215
282     157
1702    207
464     134
963     153
1596    187
1287    172
1599    254
1265    144
1534    193
118      99
276     127
472     108
768     165
632     246
1257    126
480     236
570     126
312     103
1491    153
1670    113
413      66
1273    143
600     140
869     255
1453    185
1449    152
Name: 911, dtype: int64 0.000193
913) 504     243
815      31
296      45
348     200
261     137
811      78
192     190
11      120
658      39
1591     93
285      92
788     199
661     238
860      43
1499    244
831     145
48       90
854     166
1240    208
577     219
1517    154
1565    125
1519    255
1395    114
165      45
1024    222
1420    156
1114    120
1295     95
679     209
       ... 
1052    100
1016     40
1696     99
1337    232
282     122
1702    202
464     149
963     175
1596    144
1287     19
1599     44
1265    139
1534    161
118      83
276      91
472     128
768     100
632      55
1257    165
480     180
570     210
312      78
1491    240
1670    130
413     237
1273     84
600     193
869      34
1453    177
1449     45
Name: 1261, dtype: int64 0.000192
914) 504     170
815     140
296     213
348     112
261     112
811     151
192     142
11        0
658     174
1591     63
285     152
788     127
661     148
860     139
1499     83
831     235
48      170
854      84
1240    102
577     130
1517    141
1565    159
1519    255
1395     75
165      69
1024    206
1420    200
1114     98
1295    255
679     120
       ... 
1052     83
1016    255
1696    116
1337    107
282      95
1702    108
464     145
963     148
1596    138
1287    187
1599    154
1265    177
1534    171
118     144
276      72
472      81
768     102
632      92
1257    255
480     165
570     159
312      54
1491    164
1670    201
413     186
1273    213
600     119
869      41
1453    187
1449    164
Name: 238, dtype: int64 0.000192
915) 504     163
815     118
296      47
348     187
261     188
811      44
192      62
11      195
658     120
1591     31
285     111
788      33
661     218
860     182
1499    134
831     108
48      147
854     176
1240    124
577      91
1517    142
1565    255
1519    255
1395    165
165     227
1024     47
1420     35
1114    195
1295    125
679      33
       ... 
1052     89
1016     25
1696     65
1337     67
282     127
1702    184
464     201
963     141
1596     42
1287     60
1599     38
1265     26
1534    246
118     101
276      37
472     125
768      32
632     224
1257    249
480     195
570      61
312     138
1491    145
1670     74
413      31
1273     65
600      57
869     255
1453     59
1449     74
Name: 2125, dtype: int64 0.000192
916) 504     210
815     127
296     195
348      97
261     227
811     182
192     137
11      255
658     248
1591    255
285     238
788     170
661     114
860      86
1499    244
831      27
48        0
854     106
1240    162
577     130
1517    151
1565      0
1519    255
1395    255
165      69
1024    222
1420    160
1114     90
1295    255
679     140
       ... 
1052    240
1016    255
1696    255
1337     45
282      46
1702    108
464     118
963     139
1596    218
1287    133
1599    255
1265    179
1534      4
118     183
276      41
472      89
768      74
632     201
1257    255
480      83
570     154
312      33
1491    170
1670    227
413     210
1273    255
600     182
869     255
1453    249
1449    147
Name: 14, dtype: int64 0.000192
917) 504     166
815      79
296     196
348      56
261      71
811     165
192     152
11        3
658     234
1591    255
285     218
788      10
661      51
860       6
1499    251
831      74
48        0
854      66
1240    226
577     124
1517    228
1565      0
1519    255
1395    219
165     108
1024    222
1420    137
1114     94
1295      3
679     109
       ... 
1052    244
1016    223
1696    255
1337     42
282     202
1702    108
464     148
963     150
1596    172
1287    136
1599    255
1265    164
1534      4
118     196
276      21
472      34
768     133
632      84
1257    255
480      89
570     113
312      30
1491    136
1670    222
413     141
1273    255
600     173
869     255
1453    251
1449    150
Name: 57, dtype: int64 0.000192
918) 504      12
815      34
296     255
348      50
261     210
811     255
192     255
11        0
658      32
1591    255
285     241
788     255
661      34
860       0
1499      0
831     118
48        0
854     255
1240    118
577     255
1517    132
1565      0
1519    255
1395     88
165      45
1024    222
1420     56
1114    146
1295     71
679     255
       ... 
1052    171
1016    255
1696    255
1337     30
282     246
1702    153
464     181
963     111
1596    198
1287    142
1599    255
1265     38
1534    161
118     255
276     236
472      33
768     248
632      15
1257    255
480     196
570     255
312     255
1491     33
1670    216
413      39
1273    255
600     255
869     255
1453     20
1449    222
Name: 2499, dtype: int64 0.000192
919) 504     135
815      52
296      38
348     170
261     207
811      28
192     100
11        0
658     173
1591    255
285     138
788      63
661     117
860       8
1499    171
831     185
48      101
854     130
1240     44
577      85
1517    177
1565     22
1519    255
1395    129
165     224
1024    202
1420     80
1114     74
1295    104
679      46
       ... 
1052    130
1016     45
1696    255
1337    104
282     140
1702    128
464     220
963      60
1596     50
1287     95
1599     58
1265     30
1534    149
118      62
276     247
472     164
768     154
632     183
1257     23
480     193
570      43
312     108
1491     49
1670     59
413      39
1273    213
600      36
869      32
1453     73
1449    183
Name: 2108, dtype: int64 0.000192
920) 504     158
815     219
296      82
348      99
261     176
811       6
192      27
11       34
658      87
1591    162
285      57
788     141
661     171
860     132
1499    149
831       6
48       84
854     150
1240     74
577     207
1517     95
1565     40
1519     45
1395     14
165      19
1024    111
1420    199
1114     98
1295     94
679     197
       ... 
1052    208
1016     79
1696     27
1337    232
282     106
1702    123
464      25
963     155
1596    178
1287    151
1599    246
1265     64
1534    223
118      68
276      65
472      56
768     145
632     239
1257    218
480     143
570       5
312      26
1491    111
1670     84
413     217
1273     71
600     195
869      15
1453    165
1449     47
Name: 1686, dtype: int64 0.000191
921) 504     113
815      65
296      27
348     132
261     192
811     110
192     149
11      255
658     201
1591     65
285      55
788     159
661      52
860      50
1499     39
831     212
48       74
854     102
1240     97
577      60
1517    225
1565    187
1519    243
1395     93
165     235
1024     95
1420    152
1114    202
1295    255
679      61
       ... 
1052     85
1016    255
1696    255
1337    232
282     194
1702    108
464     187
963     213
1596    107
1287     87
1599     92
1265     99
1534    200
118     134
276     128
472      87
768     183
632     142
1257    110
480      21
570      78
312     241
1491     78
1670    186
413      63
1273     92
600      22
869      74
1453     96
1449     46
Name: 1605, dtype: int64 0.000191
922) 504       5
815      63
296     129
348      69
261     147
811     255
192     255
11      101
658     178
1591    255
285      93
788     255
661      36
860      81
1499     95
831      94
48      215
854      43
1240    245
577      74
1517     78
1565    255
1519    255
1395    240
165     238
1024    182
1420    162
1114    206
1295    255
679     255
       ... 
1052     86
1016    255
1696    255
1337    118
282     255
1702    108
464     183
963     152
1596    119
1287    168
1599    255
1265    133
1534     95
118     255
276      94
472     201
768     156
632      79
1257    225
480     107
570     248
312     255
1491    163
1670    140
413     115
1273     95
600     141
869      87
1453    216
1449    144
Name: 903, dtype: int64 0.000191
923) 504      51
815      39
296     250
348      83
261     228
811     255
192     255
11        0
658      40
1591    255
285     232
788     255
661      44
860       0
1499      0
831     152
48        0
854     255
1240    148
577     229
1517    174
1565      0
1519    255
1395    252
165      56
1024    222
1420     56
1114    231
1295     77
679     248
       ... 
1052    188
1016    255
1696    254
1337     56
282     166
1702    150
464     173
963     195
1596     88
1287     80
1599    206
1265     47
1534     80
118     255
276     219
472      81
768       3
632      21
1257    255
480     214
570     255
312     255
1491     26
1670    202
413      28
1273    255
600     255
869     255
1453     16
1449    227
Name: 2398, dtype: int64 0.000188
924) 504      76
815     163
296     151
348     117
261      48
811     146
192     125
11      108
658     225
1591    255
285     203
788      85
661     101
860     197
1499    170
831     138
48       86
854     133
1240    168
577     169
1517    122
1565    233
1519     32
1395     51
165     109
1024    222
1420     38
1114    185
1295      5
679     133
       ... 
1052    209
1016    177
1696    127
1337    117
282     149
1702    144
464      96
963     143
1596    190
1287    207
1599    255
1265    227
1534    174
118     193
276      95
472      78
768     176
632     183
1257     28
480     169
570     165
312     146
1491    203
1670     44
413     184
1273    112
600     179
869     255
1453     64
1449    147
Name: 467, dtype: int64 0.000188
925) 504     214
815     159
296       7
348      18
261      52
811     201
192     194
11      106
658      84
1591     65
285     172
788     214
661     167
860      53
1499     60
831     199
48      155
854     154
1240     48
577     114
1517    202
1565    100
1519      7
1395    120
165     112
1024    186
1420     73
1114     87
1295     10
679      63
       ... 
1052     95
1016     16
1696     45
1337    170
282     192
1702    208
464      13
963     164
1596     68
1287     20
1599    145
1265    143
1534    160
118      18
276     145
472     206
768     122
632     247
1257    255
480     243
570     214
312      50
1491    245
1670    103
413     130
1273    137
600     126
869      25
1453     65
1449    105
Name: 1165, dtype: int64 0.000186
926) 504       6
815     153
296     148
348      45
261     255
811     255
192     255
11      139
658     203
1591    255
285     103
788     255
661     255
860     100
1499    221
831     152
48        0
854     205
1240    252
577      77
1517    163
1565    255
1519    255
1395    255
165     243
1024    205
1420    153
1114    172
1295    255
679     255
       ... 
1052     53
1016    255
1696    255
1337     23
282     255
1702    108
464     255
963      35
1596    214
1287    243
1599    151
1265    194
1534    107
118     255
276     152
472     144
768      82
632      69
1257    246
480      95
570     255
312     255
1491    188
1670     91
413     121
1273     80
600     255
869      50
1453    227
1449    139
Name: 802, dtype: int64 0.000186
927) 504     238
815      85
296       8
348     115
261      83
811      55
192      18
11       71
658      14
1591    255
285     150
788     161
661      70
860      46
1499     88
831       1
48       38
854      18
1240    200
577      17
1517     76
1565    254
1519    163
1395    165
165      28
1024    185
1420    182
1114    135
1295     19
679     116
       ... 
1052    104
1016    155
1696    252
1337    126
282      95
1702    109
464     130
963      61
1596    172
1287    146
1599    204
1265    198
1534    175
118      99
276     173
472      13
768     102
632     245
1257     93
480     195
570       7
312      32
1491    159
1670     39
413     220
1273    116
600     164
869     255
1453    188
1449    114
Name: 710, dtype: int64 0.000181
928) 504     243
815     209
296     132
348     236
261      75
811     184
192     128
11      101
658     161
1591     28
285     136
788     128
661     132
860     132
1499     78
831     196
48      238
854     200
1240    218
577     156
1517     56
1565     65
1519     33
1395     68
165      91
1024    209
1420     91
1114    164
1295     61
679     157
       ... 
1052    122
1016    253
1696    145
1337    104
282     168
1702    249
464     159
963     178
1596     20
1287     35
1599     83
1265    139
1534    219
118      78
276     195
472     215
768     135
632     162
1257    255
480     168
570     141
312     175
1491    154
1670    145
413     164
1273     78
600     113
869      35
1453    229
1449    103
Name: 1134, dtype: int64 0.000181
929) 504      55
815     217
296     154
348     169
261     142
811     180
192      25
11      143
658      53
1591     81
285     178
788     101
661     191
860     180
1499     18
831      48
48       70
854     188
1240     72
577     152
1517    231
1565    105
1519     24
1395    105
165      43
1024     97
1420     75
1114    229
1295     64
679     164
       ... 
1052     65
1016    237
1696    169
1337    133
282     102
1702    191
464     123
963     175
1596     78
1287    185
1599     40
1265    173
1534     37
118     156
276     211
472     165
768     202
632     201
1257    124
480      25
570     172
312     171
1491     68
1670     97
413     166
1273     18
600      99
869     255
1453    226
1449    188
Name: 1028, dtype: int64 0.000181
930) 504      37
815      83
296     124
348      96
261      28
811     118
192      37
11      129
658     140
1591    255
285     117
788      97
661      57
860      82
1499    161
831     176
48       67
854      84
1240    255
577      88
1517     99
1565    255
1519    107
1395    105
165     238
1024    126
1420    180
1114     91
1295    153
679      54
       ... 
1052     71
1016    255
1696    255
1337     47
282      84
1702    108
464     109
963     213
1596     86
1287    147
1599    255
1265    163
1534    103
118      40
276     182
472     140
768      93
632     117
1257     95
480     138
570      99
312     152
1491    120
1670     77
413     130
1273     42
600     102
869       3
1453    188
1449    150
Name: 806, dtype: int64 0.000181
931) 504      89
815     108
296     155
348      99
261     106
811     159
192     156
11      229
658     242
1591    255
285     215
788     131
661     162
860     136
1499    238
831     224
48        3
854      83
1240    245
577     146
1517    100
1565     93
1519     43
1395     60
165      88
1024    169
1420    180
1114    204
1295    255
679     123
       ... 
1052    187
1016    100
1696    255
1337    111
282     226
1702    108
464     102
963      14
1596     95
1287    151
1599    255
1265    210
1534     64
118     179
276      98
472     252
768      62
632     158
1257    255
480     137
570     121
312      54
1491    173
1670    237
413     156
1273     19
600     158
869     255
1453    100
1449    153
Name: 261, dtype: int64 0.000181
932) 504     101
815     149
296     199
348      90
261      41
811     134
192     127
11      200
658     192
1591     62
285     178
788      47
661     126
860     136
1499     33
831     242
48       86
854     126
1240    123
577     151
1517     73
1565     91
1519    255
1395     61
165     101
1024    116
1420    216
1114     38
1295    241
679     122
       ... 
1052     86
1016    152
1696     31
1337    113
282       9
1702    137
464      25
963     170
1596    172
1287     86
1599     56
1265    210
1534    191
118     150
276     127
472     158
768     207
632     110
1257    255
480     148
570     152
312      79
1491    161
1670    134
413     183
1273     49
600     122
869     167
1453     59
1449     56
Name: 437, dtype: int64 0.000181
933) 504      64
815     135
296     140
348     136
261      74
811     143
192     107
11      118
658     233
1591    255
285     200
788      65
661     127
860     145
1499    237
831     209
48      108
854     127
1240    144
577     154
1517     79
1565    252
1519     48
1395     35
165     108
1024    172
1420     72
1114    171
1295    219
679     124
       ... 
1052    216
1016     60
1696    255
1337    117
282     174
1702    107
464     105
963     181
1596    211
1287    186
1599    255
1265    226
1534    196
118     181
276      80
472      57
768      40
632     183
1257    138
480     144
570     164
312      93
1491    202
1670     39
413     181
1273    137
600     179
869     255
1453     66
1449    210
Name: 464, dtype: int64 0.000181
934) 504      80
815     100
296     207
348      54
261      41
811     234
192     255
11        0
658     196
1591     65
285      39
788     172
661     230
860       1
1499     28
831      70
48       13
854     100
1240     37
577     107
1517     19
1565    170
1519    255
1395     17
165     115
1024    175
1420    245
1114    147
1295    255
679     120
       ... 
1052     38
1016    109
1696     44
1337    140
282      45
1702    108
464     103
963      31
1596    225
1287    198
1599     79
1265    166
1534    213
118     255
276     132
472      78
768     128
632      42
1257    255
480     132
570     124
312     255
1491     93
1670    165
413     147
1273    154
600      91
869     255
1453     96
1449     32
Name: 645, dtype: int64 0.000181
935) 504     100
815     205
296     167
348     198
261      34
811     183
192     110
11      117
658      74
1591     15
285     198
788     130
661     148
860     191
1499     58
831     186
48      219
854     176
1240    225
577     139
1517    110
1565     67
1519     22
1395    111
165     159
1024     80
1420    111
1114    104
1295    119
679     185
       ... 
1052    217
1016     65
1696      6
1337     26
282      87
1702    154
464     106
963     191
1596    144
1287    202
1599    114
1265    189
1534     53
118     155
276      50
472     228
768     117
632     204
1257    138
480      80
570     173
312      25
1491     48
1670    101
413     188
1273    120
600     128
869      52
1453    216
1449     63
Name: 830, dtype: int64 0.000181
936) 504     159
815      97
296      78
348     183
261     180
811      79
192     102
11       68
658     109
1591     57
285     116
788      50
661     116
860      28
1499    131
831      35
48      156
854     100
1240    215
577     195
1517    112
1565    229
1519    108
1395    157
165     197
1024     15
1420     86
1114    184
1295     36
679      40
       ... 
1052    230
1016    255
1696    108
1337    101
282     179
1702    148
464     191
963     155
1596     44
1287    130
1599     31
1265     18
1534    170
118      64
276      37
472      74
768      30
632     157
1257    112
480     194
570      54
312     164
1491     47
1670    122
413      22
1273     15
600      68
869     255
1453     83
1449    248
Name: 2187, dtype: int64 0.000181
937) 504     162
815     171
296      74
348     236
261     181
811       6
192      32
11       49
658      84
1591     18
285      48
788      79
661     151
860      86
1499    117
831      59
48       62
854     101
1240    109
577      81
1517    160
1565    255
1519     36
1395     29
165      97
1024     56
1420    208
1114     73
1295     74
679     110
       ... 
1052    208
1016    165
1696     17
1337    232
282     136
1702    110
464      29
963     173
1596     64
1287    167
1599    255
1265     76
1534    188
118     105
276      43
472     117
768      55
632     234
1257     75
480     196
570       4
312     139
1491    130
1670     62
413     203
1273     77
600     144
869       8
1453    136
1449     16
Name: 1739, dtype: int64 0.000181
938) 504      16
815      12
296     246
348      35
261      88
811     255
192     255
11        2
658     186
1591    255
285      44
788     255
661     227
860       0
1499     36
831      70
48      119
854     255
1240     78
577     186
1517     21
1565    187
1519    255
1395    255
165     162
1024    222
1420    247
1114     72
1295    255
679     244
       ... 
1052     96
1016    244
1696    146
1337    112
282     150
1702    108
464      89
963     193
1596    151
1287    202
1599    255
1265    165
1534     59
118     255
276     125
472     204
768      49
632      23
1257    255
480     115
570     255
312     255
1491     61
1670    250
413     113
1273    239
600     255
869     255
1453    140
1449     24
Name: 798, dtype: int64 0.000180
939) 504     168
815     167
296      67
348     204
261     159
811      18
192      60
11      105
658     131
1591    255
285      75
788      70
661     200
860     121
1499    146
831      86
48       89
854     196
1240    179
577      29
1517    198
1565     18
1519    255
1395    148
165     219
1024    114
1420     42
1114    136
1295    126
679      12
       ... 
1052     42
1016     18
1696    255
1337    109
282      70
1702    230
464      32
963     162
1596    111
1287     61
1599     33
1265    199
1534     96
118      69
276     164
472      66
768      42
632     206
1257    177
480     114
570      61
312       8
1491    113
1670     39
413      48
1273    116
600      22
869     255
1453    116
1449    121
Name: 1970, dtype: int64 0.000180
940) 504     159
815      60
296      32
348     190
261     196
811      59
192     102
11      115
658      76
1591    254
285     137
788      22
661      77
860     173
1499      4
831     158
48        0
854      67
1240    176
577     209
1517     63
1565      0
1519    255
1395     84
165     127
1024    222
1420     61
1114    166
1295    255
679     115
       ... 
1052    246
1016    255
1696    255
1337     34
282     121
1702    147
464     215
963     209
1596    205
1287     37
1599    123
1265     19
1534    150
118      68
276     229
472     157
768      10
632     224
1257    255
480     208
570      40
312     207
1491     40
1670    197
413      52
1273    255
600      39
869     255
1453     18
1449    227
Name: 2486, dtype: int64 0.000180
941) 504     222
815      71
296     104
348     172
261     168
811      63
192      61
11      202
658     126
1591    255
285     107
788     155
661     183
860      41
1499    172
831     147
48       42
854     194
1240    181
577      52
1517     90
1565    136
1519     76
1395     13
165     204
1024     73
1420     53
1114    191
1295    141
679      60
       ... 
1052     28
1016     44
1696    255
1337    233
282     129
1702    217
464     214
963     246
1596    221
1287    206
1599    181
1265     88
1534     67
118      95
276     179
472     190
768     194
632     196
1257     95
480     122
570     133
312      20
1491    147
1670     13
413      70
1273    136
600       7
869     255
1453    112
1449    120
Name: 1815, dtype: int64 0.000180
942) 504      17
815      44
296     176
348     174
261     131
811     255
192     255
11       88
658      71
1591     90
285      61
788     127
661      90
860     233
1499     46
831      78
48      194
854     255
1240    101
577      89
1517     26
1565    208
1519    255
1395    252
165     218
1024    189
1420    247
1114     29
1295    157
679     111
       ... 
1052      4
1016    255
1696    255
1337    156
282     121
1702    108
464      87
963     189
1596    206
1287    212
1599     73
1265    133
1534     32
118     255
276     157
472      84
768     124
632      43
1257     45
480     130
570     102
312     255
1491    147
1670    213
413     103
1273     78
600      76
869       8
1453     72
1449     38
Name: 1096, dtype: int64 0.000180
943) 504     142
815      65
296      73
348     197
261     184
811     238
192     255
11      224
658      91
1591     56
285     160
788      26
661      64
860     210
1499      0
831      31
48        0
854      83
1240     28
577     203
1517    199
1565      0
1519     49
1395    207
165     143
1024    222
1420     69
1114     66
1295    116
679      42
       ... 
1052    207
1016    255
1696    155
1337    113
282     192
1702    143
464     185
963     199
1596    108
1287    101
1599     79
1265     30
1534    119
118     255
276     242
472      73
768      38
632      48
1257     77
480      45
570      45
312     255
1491     13
1670     48
413       6
1273    255
600      69
869     255
1453      8
1449    253
Name: 2245, dtype: int64 0.000180
944) 504     189
815      73
296      72
348     170
261      13
811      38
192     102
11      178
658     168
1591     74
285      48
788     122
661     127
860      50
1499    118
831     217
48       52
854     128
1240    111
577      66
1517    165
1565     67
1519    255
1395    113
165      53
1024    129
1420    154
1114    206
1295    255
679     104
       ... 
1052     72
1016    255
1696    255
1337    232
282     164
1702    108
464     175
963     208
1596     76
1287    178
1599    177
1265    111
1534    242
118     142
276      77
472      62
768     134
632     198
1257     47
480      25
570      92
312     159
1491    227
1670     72
413      79
1273    106
600      10
869       3
1453    193
1449     33
Name: 1458, dtype: int64 0.000180
945) 504     153
815     160
296      60
348     188
261     171
811      16
192      61
11      180
658     116
1591     44
285     109
788      43
661     222
860     209
1499    213
831     180
48      164
854     178
1240     17
577      65
1517    164
1565    163
1519    255
1395    151
165     224
1024     30
1420     25
1114    213
1295    125
679      24
       ... 
1052     90
1016    160
1696     51
1337     86
282     129
1702    210
464     178
963      24
1596     47
1287    153
1599     42
1265     31
1534    237
118      11
276       9
472     167
768      58
632     206
1257    106
480     192
570      52
312     143
1491    120
1670     69
413      41
1273    101
600      37
869      16
1453    102
1449     43
Name: 2078, dtype: int64 0.000179
946) 504      24
815     255
296     245
348      37
261     255
811     255
192     255
11      155
658     230
1591    248
285     161
788     255
661     255
860     132
1499    218
831      80
48        0
854     255
1240    152
577     220
1517    126
1565      0
1519    255
1395    255
165     255
1024    222
1420    151
1114    246
1295    154
679     255
       ... 
1052     20
1016    255
1696    255
1337    109
282     255
1702    108
464     255
963      31
1596    141
1287    233
1599    242
1265    198
1534     66
118     255
276      69
472     149
768     232
632      46
1257    121
480      92
570     255
312     255
1491    170
1670    207
413     255
1273    254
600     255
869     142
1453    242
1449     92
Name: 501, dtype: int64 0.000179
947) 504      94
815     128
296     160
348     225
261     113
811     255
192     255
11      119
658      58
1591    255
285      70
788     109
661      80
860     219
1499     93
831     136
48      190
854     255
1240     68
577      91
1517     49
1565    240
1519    255
1395    253
165     217
1024     76
1420    247
1114    102
1295     87
679     164
       ... 
1052      2
1016    255
1696    255
1337    119
282     194
1702    108
464      91
963     161
1596    178
1287    223
1599    206
1265    127
1534    155
118     255
276     205
472      99
768     103
632      45
1257     38
480     127
570      89
312     255
1491    135
1670    218
413     118
1273     79
600      76
869       6
1453     81
1449     35
Name: 1196, dtype: int64 0.000179
948) 504      77
815      95
296     222
348      48
261      87
811     233
192     255
11        0
658     141
1591    255
285      36
788      33
661     221
860       0
1499    108
831     247
48      213
854      88
1240     77
577      99
1517     26
1565     94
1519    255
1395    128
165      90
1024    222
1420    223
1114     87
1295    255
679      88
       ... 
1052     21
1016    220
1696     86
1337    178
282      22
1702    108
464      54
963     199
1596    235
1287    202
1599    143
1265    190
1534    187
118     255
276      33
472     178
768     205
632      37
1257    255
480     144
570     112
312     255
1491    127
1670    250
413     146
1273    255
600      94
869     255
1453    165
1449    155
Name: 395, dtype: int64 0.000179
949) 504     129
815     134
296     171
348     124
261     113
811     165
192     150
11      202
658     246
1591    255
285     221
788     119
661     140
860     113
1499    232
831     242
48      211
854      84
1240    199
577     134
1517    130
1565    232
1519     40
1395    163
165      89
1024     61
1420     68
1114    218
1295    255
679     132
       ... 
1052    230
1016    182
1696    255
1337    111
282     222
1702    108
464      79
963     229
1596    181
1287    201
1599    255
1265    216
1534    104
118     183
276     117
472     251
768      48
632     130
1257    131
480     154
570     178
312      56
1491    200
1670    237
413     183
1273     62
600     157
869     255
1453     58
1449    199
Name: 264, dtype: int64 0.000179
950) 504     127
815      59
296      24
348     183
261     207
811      35
192      86
11        0
658     174
1591    255
285     160
788     111
661      77
860       1
1499    166
831      59
48      211
854     130
1240     72
577      24
1517    144
1565    192
1519    255
1395    131
165     195
1024    222
1420     67
1114    138
1295    255
679      53
       ... 
1052    128
1016     50
1696    255
1337     43
282     160
1702    140
464     203
963      90
1596    111
1287     34
1599     40
1265     30
1534    223
118      76
276     236
472     150
768     132
632     143
1257    132
480     194
570      34
312     106
1491     26
1670      6
413      43
1273    255
600      33
869      64
1453     19
1449    182
Name: 2157, dtype: int64 0.000179
951) 504     225
815      42
296      97
348     227
261     157
811      63
192     167
11       79
658      80
1591     19
285      83
788      31
661      93
860     120
1499     73
831     108
48        1
854      62
1240     72
577      36
1517    221
1565    255
1519     52
1395    179
165     177
1024    111
1420     21
1114    152
1295     37
679     141
       ... 
1052    197
1016     88
1696     99
1337    154
282     141
1702    108
464      99
963     204
1596    169
1287    135
1599    255
1265     49
1534    150
118     102
276     232
472      41
768     112
632      79
1257    166
480      48
570      54
312     136
1491     36
1670     23
413      69
1273     90
600      17
869     255
1453     16
1449     46
Name: 1943, dtype: int64 0.000179
952) 504     142
815      20
296      45
348     179
261       2
811      98
192     141
11      252
658     143
1591     73
285      61
788     176
661     178
860     101
1499     72
831     215
48      132
854     145
1240    115
577      75
1517     12
1565    120
1519     76
1395     96
165      52
1024    156
1420    154
1114     26
1295    255
679      83
       ... 
1052     16
1016    255
1696    255
1337    232
282     179
1702    108
464     160
963     212
1596    151
1287     96
1599    137
1265     95
1534     86
118      23
276      51
472     124
768     123
632     205
1257    166
480     166
570      88
312      21
1491    105
1670     60
413      90
1273    132
600      33
869      37
1453    172
1449     42
Name: 1610, dtype: int64 0.000179
953) 504      63
815     145
296      41
348     212
261     221
811      62
192      74
11        0
658     138
1591    255
285     100
788      89
661     184
860     133
1499    136
831     175
48       68
854     185
1240     49
577      20
1517     95
1565     33
1519    255
1395    187
165     160
1024    147
1420     73
1114    111
1295    255
679     147
       ... 
1052    156
1016     57
1696    255
1337     56
282     193
1702    145
464     133
963      55
1596     49
1287      9
1599     26
1265     11
1534    244
118      79
276     219
472     131
768     193
632     227
1257     29
480     115
570      48
312     108
1491     45
1670    167
413      32
1273    222
600      55
869     255
1453     34
1449    230
Name: 2313, dtype: int64 0.000179
954) 504      25
815     255
296     245
348      47
261     255
811     255
192     255
11       53
658     192
1591    255
285     103
788     255
661     255
860      61
1499    217
831     179
48      152
854     255
1240    250
577     212
1517    109
1565    255
1519    255
1395    255
165     255
1024    138
1420    146
1114     98
1295    255
679     255
       ... 
1052     57
1016    255
1696    192
1337     91
282     255
1702    108
464     255
963     116
1596    167
1287    228
1599    245
1265    123
1534    163
118     255
276     161
472     201
768     237
632      61
1257    255
480      93
570     255
312     255
1491    151
1670    143
413     255
1273    113
600     255
869     213
1453    226
1449    125
Name: 1001, dtype: int64 0.000179
955) 504     165
815     123
296      76
348     200
261     188
811      53
192      67
11      187
658     106
1591     41
285     113
788      34
661     216
860      39
1499    200
831     124
48      158
854     175
1240     18
577      93
1517    125
1565    240
1519    255
1395    165
165     206
1024     71
1420     39
1114    216
1295    125
679      33
       ... 
1052    111
1016    255
1696     53
1337    110
282     157
1702    185
464     144
963      86
1596     28
1287     81
1599     28
1265     26
1534    164
118      15
276      95
472      75
768      38
632     213
1257     27
480     190
570      65
312     131
1491     82
1670     83
413      36
1273     66
600      47
869      39
1453     60
1449     51
Name: 2129, dtype: int64 0.000179
956) 504      44
815     133
296      25
348     202
261     208
811      50
192      68
11        0
658     162
1591    255
285     111
788     120
661     146
860     101
1499    153
831     103
48       89
854     164
1240     24
577      14
1517    149
1565     72
1519    255
1395    180
165     171
1024    222
1420     51
1114    125
1295    255
679     116
       ... 
1052    140
1016     48
1696    255
1337    115
282     184
1702    134
464     132
963     103
1596     48
1287     74
1599     33
1265     25
1534    155
118      73
276     224
472      89
768     115
632     182
1257    236
480       8
570      46
312     113
1491     65
1670    114
413      11
1273    255
600      93
869      31
1453     40
1449    225
Name: 2260, dtype: int64 0.000179
957) 504     225
815     176
296     216
348     116
261     226
811     178
192     170
11      215
658     214
1591    255
285     234
788     188
661     171
860     127
1499    216
831     226
48      237
854     106
1240    141
577     153
1517    148
1565    255
1519    255
1395    255
165      63
1024    194
1420    180
1114     93
1295    255
679     152
       ... 
1052     54
1016    255
1696    107
1337     50
282      31
1702     61
464     218
963     222
1596    220
1287    154
1599    255
1265    211
1534    129
118     184
276     118
472     164
768     212
632     201
1257    255
480      56
570     194
312      63
1491    101
1670    244
413     194
1273    198
600     189
869     255
1453    236
1449    185
Name: 26, dtype: int64 0.000179
958) 504     224
815     170
296     213
348      99
261     232
811     172
192     149
11        0
658     222
1591     89
285     215
788     163
661     171
860      59
1499     64
831     251
48       69
854      92
1240    120
577     167
1517    151
1565    176
1519    255
1395    221
165      63
1024    221
1420    185
1114    114
1295    255
679     152
       ... 
1052     26
1016    255
1696     81
1337     31
282      39
1702    108
464      71
963     176
1596    206
1287    191
1599    255
1265    196
1534    152
118     183
276      59
472       9
768     104
632     134
1257    255
480     143
570     191
312      32
1491     76
1670    242
413     210
1273    208
600     188
869     255
1453    221
1449    188
Name: 81, dtype: int64 0.000178
959) 504     119
815     121
296      70
348     185
261     224
811      88
192     177
11        7
658      94
1591     45
285     163
788       5
661      69
860       7
1499      0
831     113
48        0
854      31
1240    151
577     207
1517    109
1565      0
1519     64
1395    169
165     126
1024    222
1420     50
1114    176
1295     33
679      54
       ... 
1052    219
1016    255
1696    220
1337     67
282     204
1702    146
464     196
963     135
1596     56
1287     60
1599     97
1265     47
1534    159
118     152
276     247
472      86
768      15
632      55
1257    154
480     163
570      44
312     175
1491     20
1670     42
413      20
1273    255
600      48
869     255
1453     13
1449    228
Name: 2344, dtype: int64 0.000178
960) 504      85
815      66
296      78
348      91
261       4
811     255
192     255
11       61
658     141
1591    255
285      40
788     121
661      41
860      96
1499    101
831     125
48       98
854     101
1240    249
577      67
1517    134
1565    255
1519    255
1395    102
165     239
1024    118
1420    159
1114    155
1295    255
679     177
       ... 
1052    140
1016    255
1696     47
1337    146
282     240
1702     60
464     183
963     178
1596    171
1287    217
1599    132
1265    141
1534    189
118     255
276     132
472     198
768      93
632      99
1257     46
480     100
570      91
312     255
1491    151
1670    109
413     105
1273     75
600      82
869      49
1453    196
1449     88
Name: 1154, dtype: int64 0.000178
961) 504      81
815      14
296      45
348     132
261     225
811     255
192     255
11        0
658     219
1591    255
285     139
788     161
661      36
860       0
1499    159
831     155
48        0
854      42
1240    113
577      17
1517    208
1565      0
1519    255
1395    208
165     176
1024    222
1420     64
1114     46
1295    255
679     186
       ... 
1052    145
1016    171
1696    255
1337     91
282     246
1702    139
464     118
963      54
1596    102
1287     41
1599    129
1265     13
1534     72
118     255
276     239
472     112
768     106
632      80
1257    255
480     213
570      21
312     255
1491     12
1670     41
413      38
1273    255
600      53
869     255
1453     76
1449    244
Name: 2354, dtype: int64 0.000176
962) 504     108
815     171
296     199
348     112
261      86
811     147
192     135
11      255
658     220
1591     39
285     195
788      61
661     115
860      93
1499     70
831     143
48      220
854     128
1240    126
577     173
1517     89
1565    103
1519    255
1395     71
165      98
1024    157
1420     90
1114     72
1295    163
679     133
       ... 
1052    164
1016    140
1696     14
1337    112
282      32
1702    212
464      61
963     143
1596    223
1287    194
1599     72
1265    216
1534    210
118     159
276     115
472     183
768     205
632     163
1257    255
480     158
570     181
312      87
1491     47
1670    156
413     200
1273     91
600     141
869     106
1453     40
1449    116
Name: 433, dtype: int64 0.000176
963) 504     218
815     225
296      47
348       7
261     152
811      49
192      55
11       97
658     100
1591     68
285      42
788      81
661     167
860     228
1499    131
831     116
48      172
854     133
1240    218
577     214
1517    232
1565     20
1519    198
1395     32
165     163
1024     44
1420    175
1114    134
1295    103
679      56
       ... 
1052    225
1016     77
1696     21
1337    206
282      77
1702    247
464       7
963      25
1596    141
1287     73
1599    255
1265     57
1534    241
118       4
276      16
472       6
768     185
632     194
1257    250
480     112
570       4
312      36
1491     45
1670     53
413      80
1273     88
600      29
869      14
1453    138
1449     37
Name: 1883, dtype: int64 0.000176
964) 504     196
815     158
296       9
348     101
261      32
811     198
192     175
11       97
658      78
1591     54
285     159
788     235
661     172
860      55
1499     61
831     235
48      111
854     172
1240     56
577     114
1517    230
1565    106
1519      9
1395    126
165     176
1024    165
1420     74
1114    122
1295     10
679     126
       ... 
1052    109
1016     19
1696     51
1337    201
282      93
1702    210
464       7
963     192
1596     66
1287     21
1599     82
1265    152
1534    122
118      36
276     150
472     217
768     132
632     246
1257    255
480     183
570     181
312      59
1491    242
1670     97
413     132
1273    157
600     126
869      19
1453     92
1449     99
Name: 1115, dtype: int64 0.000165
965) 504     156
815     161
296      74
348     191
261     121
811      18
192      63
11      156
658     108
1591    255
285      80
788      52
661     209
860      95
1499    165
831      87
48      114
854     197
1240    203
577      31
1517    193
1565     60
1519    255
1395    149
165     156
1024     82
1420     36
1114    153
1295    114
679      10
       ... 
1052     84
1016     17
1696    245
1337    124
282      79
1702    236
464      64
963      15
1596    170
1287     62
1599     25
1265    214
1534    139
118     103
276     124
472      50
768       8
632     206
1257     27
480     110
570      35
312      31
1491    129
1670     37
413      33
1273    112
600      21
869     255
1453    108
1449    124
Name: 1971, dtype: int64 0.000165
966) 504      97
815      46
296      30
348     161
261     208
811      39
192      88
11        0
658     183
1591    255
285     144
788     116
661      47
860       0
1499    159
831      97
48      227
854      85
1240    104
577      18
1517    156
1565     52
1519    255
1395    158
165     188
1024    222
1420     74
1114     81
1295    255
679     105
       ... 
1052    140
1016     43
1696    255
1337     65
282     189
1702    128
464     171
963      42
1596     98
1287     19
1599     58
1265     32
1534    211
118     156
276     233
472      65
768     108
632      99
1257     21
480      74
570      29
312     224
1491     12
1670    112
413      23
1273    255
600      27
869     175
1453     27
1449    218
Name: 2205, dtype: int64 0.000165
967) 504     228
815      98
296     253
348      57
261     177
811     255
192     255
11      219
658      41
1591    198
285     121
788     255
661      63
860     117
1499      0
831      91
48        0
854     255
1240    126
577     129
1517    149
1565      1
1519    255
1395    255
165     151
1024    222
1420    159
1114     78
1295     30
679     246
       ... 
1052    185
1016    255
1696    246
1337    109
282     166
1702    108
464     135
963     198
1596    103
1287    171
1599    255
1265     50
1534    167
118     255
276     223
472      39
768     102
632      26
1257    109
480      48
570     251
312     255
1491     18
1670    241
413      72
1273    255
600     255
869     255
1453      4
1449     56
Name: 1948, dtype: int64 0.000165
968) 504     232
815     167
296     215
348     101
261     125
811     183
192     134
11      255
658     236
1591    255
285     238
788      44
661     171
860      60
1499    175
831      67
48       58
854     132
1240    158
577     183
1517    222
1565    255
1519    255
1395    255
165      64
1024    175
1420    177
1114     94
1295    255
679     155
       ... 
1052    118
1016    255
1696    255
1337     50
282      33
1702    108
464     139
963     241
1596    184
1287    226
1599    255
1265    230
1534     13
118     175
276      15
472      86
768     110
632     183
1257     56
480      70
570     184
312      40
1491    165
1670    234
413     193
1273    204
600     190
869     255
1453    243
1449    180
Name: 20, dtype: int64 0.000165
969) 504      64
815     131
296     196
348      94
261      22
811     119
192      46
11      208
658     203
1591     74
285      57
788     147
661     206
860      79
1499     53
831     102
48      125
854     107
1240     71
577     104
1517     37
1565     61
1519    255
1395     90
165     109
1024    107
1420    227
1114    239
1295    255
679     102
       ... 
1052     42
1016     44
1696     34
1337    104
282      32
1702     83
464      41
963      24
1596     93
1287     93
1599    101
1265    202
1534    173
118     145
276      91
472      78
768     138
632      84
1257    108
480     145
570     116
312      90
1491    174
1670    198
413     129
1273     66
600     124
869      48
1453     84
1449      6
Name: 591, dtype: int64 0.000165
970) 504     120
815     176
296     175
348     124
261      89
811     149
192     109
11      111
658     213
1591    255
285     218
788      97
661     148
860     188
1499    170
831     201
48       90
854     134
1240     98
577     156
1517    117
1565    228
1519     47
1395    100
165     103
1024    218
1420     86
1114     73
1295      5
679     142
       ... 
1052     81
1016     69
1696    123
1337    112
282     156
1702    221
464      85
963     180
1596    196
1287    139
1599    169
1265    232
1534    192
118     192
276      70
472     199
768     168
632     187
1257     36
480      13
570     187
312      93
1491    203
1670    146
413     181
1273     61
600     160
869     255
1453     61
1449    162
Name: 419, dtype: int64 0.000165
971) 504     104
815      71
296      29
348     170
261     208
811      35
192      87
11        0
658     171
1591    255
285     142
788     110
661     100
860       7
1499    164
831      53
48       85
854     130
1240     97
577      48
1517    163
1565     60
1519    255
1395    133
165     209
1024    222
1420     55
1114    137
1295    255
679      56
       ... 
1052    129
1016     43
1696    255
1337    113
282     152
1702    131
464     207
963      55
1596     85
1287     42
1599     40
1265     31
1534    206
118      72
276     240
472     149
768     130
632     165
1257     23
480     197
570      41
312     105
1491     45
1670     52
413      38
1273    239
600      32
869      38
1453     31
1449    168
Name: 2158, dtype: int64 0.000165
972) 504     113
815     177
296     184
348     133
261      88
811     153
192     109
11      123
658     202
1591    255
285     232
788      89
661     148
860     183
1499    160
831     198
48       65
854     134
1240    157
577     180
1517    117
1565    195
1519     44
1395    103
165      93
1024    215
1420     91
1114     67
1295      6
679     135
       ... 
1052    134
1016    128
1696    105
1337    112
282     142
1702    207
464     102
963     166
1596    206
1287    116
1599    143
1265    238
1534    140
118     181
276      72
472     237
768     171
632     158
1257    156
480      11
570     161
312      64
1491    190
1670     89
413     194
1273     59
600     162
869     255
1453     51
1449    174
Name: 420, dtype: int64 0.000161
973) 504     204
815      59
296      68
348      75
261     167
811     255
192     255
11       79
658     136
1591    255
285      61
788     255
661      38
860      48
1499    157
831     145
48       76
854      53
1240    249
577      58
1517     38
1565    255
1519    255
1395    244
165     237
1024    173
1420    152
1114    218
1295    255
679     255
       ... 
1052    100
1016    255
1696    116
1337    185
282     255
1702    108
464     201
963     124
1596    163
1287    243
1599     58
1265    125
1534    208
118     255
276     118
472     184
768     123
632      90
1257     46
480     112
570     238
312     255
1491    120
1670    120
413     100
1273     93
600     132
869      21
1453    204
1449     63
Name: 1253, dtype: int64 0.000161
974) 504      36
815     255
296     244
348      33
261     255
811     255
192     255
11      141
658     234
1591    255
285     174
788     255
661     255
860     139
1499    208
831     140
48        0
854     255
1240    142
577     219
1517    166
1565      0
1519    255
1395    255
165     255
1024    222
1420    139
1114    173
1295    241
679     255
       ... 
1052     17
1016    255
1696    255
1337    114
282     255
1702    108
464     255
963      16
1596    204
1287    163
1599    255
1265    176
1534     87
118     255
276     120
472     152
768     232
632      46
1257    118
480      92
570     255
312     255
1491    146
1670    205
413     255
1273    255
600     255
869     255
1453    246
1449    213
Name: 401, dtype: int64 0.000161
975) 504      55
815     168
296     173
348     244
261      40
811     117
192      37
11      255
658     147
1591     18
285     107
788     152
661      92
860     128
1499     41
831     168
48      253
854     151
1240     75
577     169
1517     53
1565     44
1519    251
1395     96
165     139
1024    213
1420    227
1114    209
1295     25
679     170
       ... 
1052    111
1016     67
1696     43
1337    192
282      29
1702    201
464      43
963     169
1596    184
1287     64
1599    163
1265    212
1534    217
118     122
276     121
472     151
768     132
632     142
1257     61
480     144
570     155
312     130
1491    118
1670    130
413     148
1273     82
600      96
869      81
1453    192
1449     23
Name: 737, dtype: int64 0.000161
976) 504      66
815     189
296     158
348     236
261      58
811     182
192     135
11      255
658      90
1591      7
285     156
788     104
661      98
860     161
1499     25
831     169
48       79
854     165
1240    100
577     151
1517     41
1565     41
1519     36
1395     96
165     172
1024    160
1420    139
1114    241
1295    105
679     116
       ... 
1052    107
1016     35
1696     23
1337     18
282      85
1702    190
464      70
963     230
1596     92
1287    237
1599    149
1265    190
1534    155
118     144
276      96
472     228
768     112
632     157
1257     81
480     157
570     157
312     147
1491     66
1670    114
413     167
1273    105
600     104
869     115
1453    221
1449     20
Name: 834, dtype: int64 0.000161
977) 504      62
815      44
296      36
348     105
261     236
811     255
192     255
11        0
658     196
1591    255
285     157
788     255
661      39
860       0
1499    160
831     105
48        4
854      33
1240     98
577      23
1517    198
1565      0
1519    255
1395    255
165     211
1024    222
1420     24
1114     38
1295    255
679     255
       ... 
1052    128
1016     31
1696    255
1337     78
282     255
1702    128
464     190
963      38
1596    113
1287     35
1599    133
1265     25
1534    191
118     255
276     237
472      68
768     156
632      75
1257     71
480      73
570     232
312     255
1491     12
1670     27
413      10
1273    255
600      84
869     255
1453     26
1449    208
Name: 2203, dtype: int64 0.000161
978) 504     162
815      89
296      51
348     158
261     118
811      76
192     134
11      233
658     184
1591     82
285      60
788     160
661      89
860      53
1499     44
831     212
48       65
854     132
1240     84
577      69
1517    199
1565     55
1519    255
1395    108
165     231
1024     54
1420    152
1114    211
1295    255
679      60
       ... 
1052     79
1016    255
1696    255
1337    232
282     170
1702    108
464     208
963     160
1596    159
1287     64
1599     62
1265     96
1534    216
118      71
276     112
472     101
768     112
632     209
1257     49
480      38
570      81
312     142
1491     78
1670     74
413      89
1273    123
600      21
869      15
1453    155
1449     64
Name: 1557, dtype: int64 0.000161
979) 504     183
815      50
296      47
348       7
261     155
811      31
192      92
11       96
658     138
1591     52
285      28
788     149
661     185
860     247
1499    121
831      54
48      126
854       6
1240    155
577     230
1517    183
1565     31
1519     78
1395     40
165      14
1024     72
1420     51
1114    140
1295    125
679      31
       ... 
1052    216
1016    124
1696     48
1337    232
282     118
1702    212
464      32
963      15
1596    152
1287    115
1599    255
1265     76
1534    155
118      53
276      18
472     117
768     178
632      12
1257    255
480     209
570       3
312       7
1491     86
1670     27
413      33
1273     86
600      14
869     248
1453    156
1449     58
Name: 1782, dtype: int64 0.000161
980) 504      54
815      10
296     255
348      28
261      76
811     255
192     255
11        0
658     209
1591    235
285      25
788     255
661     229
860       0
1499     30
831      93
48      189
854     255
1240     77
577     255
1517     19
1565      1
1519    255
1395    255
165     110
1024    222
1420    248
1114    161
1295    255
679     255
       ... 
1052     26
1016    111
1696    139
1337     48
282     247
1702    108
464     113
963     109
1596    131
1287    248
1599    174
1265    197
1534    170
118     255
276     121
472      78
768     253
632      17
1257    255
480      99
570     255
312     255
1491     48
1670    244
413     112
1273    255
600     255
869     255
1453    182
1449     72
Name: 649, dtype: int64 0.000160
981) 504      30
815     151
296     202
348      37
261     255
811     255
192     255
11      164
658     231
1591    255
285     182
788     255
661     255
860     129
1499    218
831     209
48        0
854     197
1240    146
577      83
1517    214
1565      0
1519    246
1395    255
165     194
1024    222
1420    145
1114    147
1295    234
679     255
       ... 
1052     20
1016    255
1696    255
1337    110
282     255
1702    108
464     255
963      18
1596    195
1287    171
1599    255
1265    194
1534    121
118     255
276     126
472     159
768     122
632      51
1257     23
480      91
570     255
312     255
1491     90
1670    209
413     128
1273    255
600     255
869     255
1453    244
1449    190
Name: 402, dtype: int64 0.000160
982) 504     239
815     237
296     235
348     184
261      61
811     106
192     155
11       70
658      11
1591    174
285       3
788     207
661       7
860     147
1499     72
831      93
48      135
854      15
1240     60
577     235
1517    170
1565     76
1519     42
1395     14
165      37
1024     94
1420    109
1114    104
1295    154
679     164
       ... 
1052    179
1016    255
1696    255
1337    232
282     104
1702    254
464      42
963     184
1596     21
1287     44
1599     61
1265    217
1534     24
118     141
276     219
472     247
768     227
632       1
1257     67
480     245
570     211
312     194
1491    249
1670    121
413     239
1273     12
600     179
869      58
1453    162
1449    179
Name: 1325, dtype: int64 0.000160
983) 504      51
815     200
296     174
348     146
261      90
811     137
192      64
11      112
658      90
1591     70
285     211
788     173
661     116
860     153
1499    100
831     143
48       80
854     154
1240    221
577     164
1517    101
1565     99
1519     35
1395    127
165     139
1024     93
1420    123
1114    142
1295     81
679     216
       ... 
1052    162
1016     65
1696     56
1337    189
282      97
1702    201
464      90
963     139
1596    186
1287     49
1599     23
1265    246
1534     70
118      71
276     157
472     150
768     127
632     153
1257     88
480      56
570     182
312      12
1491    149
1670     68
413     180
1273     62
600     138
869      25
1453    154
1449    135
Name: 726, dtype: int64 0.000160
984) 504     237
815      80
296       9
348     152
261      99
811      12
192      97
11       93
658      28
1591    255
285     242
788     197
661     219
860      73
1499    142
831       6
48       44
854      18
1240    217
577     103
1517    149
1565    129
1519    118
1395    140
165      43
1024    222
1420    178
1114    104
1295     58
679     104
       ... 
1052     73
1016     15
1696     57
1337     68
282      43
1702    215
464     103
963     172
1596    233
1287    158
1599    255
1265    136
1534    188
118     108
276     107
472      15
768     212
632     194
1257     24
480     200
570      27
312      60
1491    108
1670     42
413     125
1273     78
600     171
869     255
1453    179
1449    133
Name: 960, dtype: int64 0.000160
985) 504     225
815      66
296     225
348     245
261      23
811     117
192     195
11       56
658      28
1591     74
285     243
788     225
661      17
860     240
1499    189
831      66
48      255
854      73
1240     84
577     228
1517     45
1565     37
1519     50
1395     45
165      14
1024    202
1420    224
1114     19
1295     34
679     191
       ... 
1052    168
1016     51
1696     14
1337    232
282      52
1702     88
464     154
963      21
1596     21
1287     59
1599     80
1265    114
1534    162
118      40
276     212
472     196
768     223
632     183
1257    132
480     243
570     218
312     115
1491    247
1670    143
413     220
1273     96
600     179
869     127
1453    204
1449    103
Name: 1337, dtype: int64 0.000160
986) 504      91
815     220
296     136
348     159
261      30
811     142
192      61
11      100
658      22
1591     75
285     199
788     125
661      21
860     140
1499     31
831     159
48      160
854       8
1240     36
577     144
1517    192
1565     29
1519     52
1395    128
165     167
1024     43
1420    111
1114    255
1295      6
679      82
       ... 
1052     31
1016    255
1696     92
1337    198
282      83
1702    186
464     158
963     164
1596     20
1287     55
1599     43
1265    230
1534     79
118     108
276     118
472     207
768     126
632     215
1257    121
480      75
570     151
312     180
1491    228
1670     99
413     167
1273    128
600     140
869      22
1453    143
1449    188
Name: 1071, dtype: int64 0.000160
987) 504     216
815      15
296     100
348     178
261     152
811      46
192       8
11      131
658      89
1591    255
285      87
788      92
661     199
860     139
1499    188
831     111
48      143
854     197
1240    139
577      76
1517    224
1565     69
1519    118
1395      7
165      36
1024     73
1420     64
1114     91
1295    143
679      51
       ... 
1052     46
1016     46
1696    255
1337    206
282      42
1702    229
464     171
963     222
1596     97
1287    143
1599    120
1265    115
1534     20
118      74
276     183
472      35
768     189
632     206
1257    169
480      87
570     121
312       9
1491    180
1670     15
413      62
1273     63
600      23
869     255
1453    143
1449    119
Name: 1870, dtype: int64 0.000160
988) 504      34
815     216
296     145
348     163
261      43
811     190
192      76
11       89
658      64
1591     81
285     211
788     121
661     232
860     154
1499     27
831      40
48      158
854      18
1240     29
577     166
1517    157
1565     25
1519     21
1395    120
165     157
1024     27
1420     99
1114    253
1295     10
679     166
       ... 
1052     34
1016    200
1696     72
1337    169
282      72
1702    156
464     146
963     161
1596     50
1287     63
1599     64
1265    247
1534     54
118     112
276     158
472     163
768     203
632     183
1257    151
480      26
570     165
312     173
1491    216
1670     82
413     178
1273     53
600     126
869      35
1453    161
1449    197
Name: 1022, dtype: int64 0.000160
989) 504      74
815     187
296      60
348     190
261     218
811      87
192     105
11      198
658      72
1591     40
285     118
788      17
661      92
860     200
1499    206
831     133
48      217
854     106
1240    162
577     214
1517    108
1565    197
1519    255
1395    184
165     145
1024    149
1420     82
1114    190
1295     47
679      64
       ... 
1052    236
1016    255
1696    255
1337    115
282     198
1702    213
464     197
963     206
1596     63
1287     56
1599     22
1265     21
1534    130
118      62
276     226
472     133
768      15
632     206
1257    231
480     103
570      46
312     133
1491     35
1670    183
413      29
1273    224
600      47
869     255
1453     48
1449    240
Name: 2334, dtype: int64 0.000160
990) 504     161
815     208
296      38
348       6
261     179
811      19
192      44
11       73
658      12
1591    225
285     131
788     106
661       5
860     225
1499    181
831     137
48      154
854      16
1240    153
577     229
1517    157
1565     70
1519     23
1395     63
165       8
1024    163
1420     38
1114    138
1295     95
679     175
       ... 
1052    211
1016    128
1696    255
1337    232
282      89
1702    216
464     197
963     180
1596    191
1287    121
1599    142
1265     88
1534      8
118      45
276      28
472      26
768      15
632      10
1257    153
480     180
570      63
312      93
1491    200
1670     29
413       1
1273     68
600       7
869     255
1453    165
1449     94
Name: 1674, dtype: int64 0.000159
991) 504       3
815     255
296     255
348      33
261     255
811     255
192     255
11      136
658     248
1591    255
285     105
788     255
661     255
860     136
1499    222
831     152
48        0
854     255
1240    222
577     255
1517    118
1565    255
1519    255
1395    255
165     255
1024    222
1420    136
1114    219
1295    255
679     255
       ... 
1052     53
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     112
1596    204
1287    201
1599     60
1265    169
1534    136
118     255
276     199
472     151
768     255
632      41
1257    137
480     255
570     255
312     255
1491    129
1670    201
413     255
1273    215
600     255
869     255
1453    237
1449    114
Name: 800, dtype: int64 0.000159
992) 504     129
815      56
296      42
348     182
261     165
811      21
192      65
11      151
658     160
1591    255
285      83
788      63
661     176
860     208
1499    173
831     111
48      172
854     151
1240     13
577      36
1517    188
1565     81
1519    255
1395    127
165     218
1024     75
1420     56
1114     45
1295    125
679      18
       ... 
1052    136
1016     36
1696    255
1337    104
282      90
1702    212
464     215
963      49
1596    123
1287    146
1599    241
1265     79
1534    165
118      69
276     234
472      27
768      62
632     195
1257     56
480     116
570      98
312      62
1491     85
1670     37
413      47
1273    131
600      21
869      39
1453     66
1449    198
Name: 1960, dtype: int64 0.000159
993) 504      33
815     101
296     200
348      60
261     113
811     244
192     255
11      227
658     133
1591     96
285      17
788      80
661     227
860      10
1499     51
831     136
48      126
854     101
1240     85
577      93
1517     20
1565    166
1519    255
1395     22
165     174
1024    108
1420    246
1114     37
1295    255
679     101
       ... 
1052     94
1016     47
1696     28
1337     58
282     105
1702    108
464      77
963      27
1596    207
1287    223
1599    157
1265    175
1534    143
118     255
276     119
472     199
768      83
632      48
1257    177
480     120
570     102
312     255
1491     80
1670    242
413     115
1273     51
600      83
869     255
1453    104
1449     27
Name: 795, dtype: int64 0.000159
994) 504     190
815     174
296     212
348      95
261     173
811     181
192     166
11      255
658     218
1591    255
285     229
788      92
661     173
860      90
1499    235
831      19
48      240
854     130
1240    114
577     184
1517    140
1565    255
1519    255
1395    236
165      69
1024    188
1420    194
1114     79
1295    255
679     154
       ... 
1052    238
1016    255
1696    232
1337     30
282      27
1702    110
464     175
963     171
1596    215
1287    146
1599    255
1265    245
1534      7
118     182
276      55
472      25
768      75
632     183
1257    255
480      17
570     192
312      43
1491    188
1670    232
413     199
1273     20
600     190
869     255
1453    223
1449    181
Name: 74, dtype: int64 0.000159
995) 504     208
815     146
296      48
348      87
261     255
811     255
192     255
11      255
658     204
1591    127
285      70
788     255
661     255
860       2
1499    208
831     207
48      105
854     198
1240     41
577      57
1517    100
1565    255
1519    255
1395    255
165     248
1024    217
1420    145
1114    183
1295    255
679     255
       ... 
1052     88
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     133
1596    170
1287    224
1599    255
1265    101
1534    167
118     255
276     100
472      64
768     138
632      84
1257    201
480      22
570     255
312     255
1491     91
1670    181
413      90
1273    145
600     255
869      66
1453    170
1449     63
Name: 1502, dtype: int64 0.000159
996) 504     146
815     129
296      54
348     166
261     155
811      86
192      96
11      106
658      78
1591     41
285      93
788      54
661     120
860     157
1499    186
831      96
48       38
854      90
1240     55
577     212
1517    128
1565    255
1519    255
1395    172
165     182
1024     96
1420     89
1114    202
1295     67
679      64
       ... 
1052    250
1016    255
1696    147
1337    113
282     175
1702    238
464     103
963     199
1596    102
1287     51
1599     27
1265     13
1534    127
118      50
276     218
472      98
768      44
632     206
1257     27
480      61
570      46
312     163
1491     45
1670    119
413      47
1273     93
600      76
869     255
1453     57
1449    253
Name: 2234, dtype: int64 0.000159
997) 504     109
815     139
296     211
348      86
261     111
811     137
192     143
11        0
658     159
1591     60
285     119
788      59
661     145
860      70
1499     58
831     160
48       60
854     106
1240    106
577     120
1517     76
1565     44
1519    255
1395     73
165      87
1024     81
1420    214
1114     55
1295    255
679     111
       ... 
1052     30
1016    229
1696     34
1337    177
282      35
1702    108
464     177
963     164
1596    125
1287    165
1599    165
1265    197
1534    137
118     159
276      74
472     196
768     210
632      84
1257    255
480     166
570     144
312      68
1491    160
1670    147
413     161
1273     34
600     122
869      42
1453     45
1449    130
Name: 389, dtype: int64 0.000159
998) 504      36
815     143
296     128
348     115
261     103
811     137
192      13
11      109
658     194
1591    255
285     182
788     154
661     116
860     103
1499     18
831     250
48      132
854     144
1240    188
577     142
1517     81
1565    166
1519     23
1395    167
165     121
1024    182
1420     74
1114    168
1295      7
679      98
       ... 
1052    217
1016     27
1696    135
1337    146
282      48
1702    150
464     168
963     190
1596    209
1287    140
1599    255
1265    216
1534    220
118      30
276      92
472      78
768      39
632     183
1257     82
480     136
570     153
312     113
1491    197
1670    127
413     165
1273    108
600     163
869     255
1453     93
1449    111
Name: 614, dtype: int64 0.000159
999) 504     238
815     122
296      17
348     138
261      58
811      73
192      10
11      129
658      56
1591    255
285     148
788     193
661     202
860      87
1499     62
831       2
48       97
854      18
1240    213
577     166
1517     67
1565    182
1519      6
1395    150
165      33
1024    183
1420    179
1114    116
1295     22
679     209
       ... 
1052     71
1016     60
1696    104
1337     52
282       3
1702     95
464     136
963     188
1596    151
1287    189
1599    238
1265    146
1534    180
118      94
276     178
472      14
768     142
632     246
1257    122
480     217
570      63
312      61
1491    181
1670    108
413     220
1273     55
600     199
869     255
1453    195
1449    162
Name: 860, dtype: int64 0.000159
1000) 504     225
815     132
296     223
348      86
261     233
811     166
192     175
11        0
658     197
1591    229
285     112
788     125
661     148
860      10
1499     60
831     242
48       56
854     107
1240     89
577     149
1517    163
1565    249
1519    255
1395    217
165      68
1024    222
1420    197
1114    154
1295    255
679     122
       ... 
1052     74
1016    255
1696    251
1337     42
282      81
1702    108
464      22
963     118
1596    143
1287    197
1599    157
1265    159
1534    164
118     152
276      23
472     213
768     125
632      92
1257    255
480     158
570     171
312      37
1491    173
1670    237
413     201
1273    255
600     141
869     154
1453    236
1449    224
Name: 88, dtype: int64 0.000159
1001) 504      30
815      40
296     252
348      73
261     221
811     255
192     255
11        0
658      39
1591    255
285     240
788     255
661      48
860       0
1499      0
831      91
48        0
854     255
1240    150
577     229
1517    205
1565      0
1519    255
1395    211
165      46
1024    222
1420     49
1114     72
1295     31
679     246
       ... 
1052    187
1016    255
1696    255
1337     50
282     115
1702    165
464     166
963     175
1596    180
1287     83
1599    224
1265     40
1534     99
118     255
276     219
472      81
768       1
632      23
1257    255
480     215
570     255
312     255
1491     29
1670    206
413      30
1273    255
600     255
869     255
1453     18
1449    227
Name: 2448, dtype: int64 0.000159
1002) 504     200
815     232
296     171
348     154
261     114
811     125
192     127
11       41
658      22
1591     80
285     247
788     162
661      13
860     153
1499     73
831      34
48       67
854     102
1240    142
577     236
1517    181
1565    108
1519     27
1395     57
165      32
1024    131
1420     53
1114     66
1295    105
679     211
       ... 
1052    181
1016     65
1696     18
1337    232
282      10
1702    108
464     156
963     223
1596     66
1287     57
1599     73
1265    106
1534     18
118      20
276     158
472     204
768     223
632      41
1257     46
480     232
570     215
312     123
1491    249
1670     52
413     236
1273    135
600     216
869      87
1453    233
1449    134
Name: 1381, dtype: int64 0.000159
1003) 504     146
815     191
296     208
348     101
261     128
811     170
192     126
11      255
658     169
1591     95
285     216
788     157
661     171
860     134
1499    165
831      60
48      254
854     106
1240    143
577     172
1517    131
1565    102
1519    255
1395    106
165      74
1024    147
1420    195
1114     85
1295    255
679     146
       ... 
1052    196
1016    255
1696     64
1337    101
282     124
1702    113
464      30
963     136
1596    224
1287    150
1599     69
1265    211
1534    140
118     186
276      56
472      70
768      74
632     157
1257    255
480      76
570     188
312      13
1491    137
1670    136
413     214
1273     75
600     170
869     255
1453     36
1449    246
Name: 228, dtype: int64 0.000159
1004) 504     237
815     108
296       3
348     126
261      65
811      38
192      24
11      117
658      38
1591    255
285     138
788     115
661     103
860      87
1499     79
831       6
48       25
854      45
1240    228
577       4
1517     94
1565    255
1519    232
1395    163
165     102
1024    120
1420    181
1114    111
1295     32
679     151
       ... 
1052     91
1016     30
1696    253
1337    117
282     180
1702    108
464     119
963      87
1596    179
1287    175
1599    241
1265    181
1534    126
118      93
276     184
472      15
768      85
632     208
1257     34
480     239
570     126
312      57
1491    171
1670     79
413     110
1273     44
600     195
869     255
1453    188
1449    108
Name: 709, dtype: int64 0.000159
1005) 504     129
815     186
296     195
348     127
261     121
811     165
192     125
11      246
658     204
1591    251
285     239
788      79
661     176
860      55
1499    211
831     175
48      225
854     149
1240    161
577     166
1517    141
1565    239
1519    116
1395     18
165      90
1024    220
1420     97
1114     77
1295    247
679     146
       ... 
1052    123
1016    255
1696     28
1337    207
282      93
1702    217
464      46
963     187
1596    237
1287     88
1599     61
1265    251
1534    138
118     189
276     136
472     240
768      95
632     157
1257    228
480      59
570     174
312      79
1491    160
1670     54
413     199
1273     43
600     165
869     255
1453     38
1449    118
Name: 322, dtype: int64 0.000157
1006) 504      48
815     207
296     161
348     179
261      57
811     122
192     181
11      135
658      91
1591     23
285     206
788     120
661     165
860     120
1499     97
831     196
48      230
854     167
1240    225
577     170
1517    102
1565    111
1519     36
1395    118
165     162
1024     49
1420    158
1114     89
1295     62
679     212
       ... 
1052    139
1016     34
1696      5
1337     53
282      88
1702    200
464      83
963     161
1596     89
1287    220
1599     56
1265    219
1534     51
118      98
276     130
472     184
768     114
632     180
1257    110
480      70
570     180
312      13
1491     86
1670    121
413     201
1273    103
600     137
869      97
1453    195
1449    127
Name: 778, dtype: int64 0.000157
1007) 504     107
815     182
296     191
348     139
261      83
811     154
192     119
11      129
658     182
1591    163
285     236
788      93
661     143
860      90
1499    212
831     106
48      219
854     150
1240    129
577     162
1517    113
1565    183
1519     47
1395     96
165     101
1024    199
1420    117
1114    101
1295      5
679     145
       ... 
1052    143
1016    144
1696     45
1337    112
282      49
1702    200
464      78
963     142
1596    204
1287     81
1599    139
1265    244
1534    150
118     175
276      77
472      97
768      67
632     187
1257     96
480       5
570     191
312      93
1491    199
1670    138
413     173
1273     64
600     166
869     255
1453     45
1449    166
Name: 423, dtype: int64 0.000157
1008) 504      73
815      99
296     132
348      88
261      30
811      13
192     137
11      118
658     191
1591    255
285     158
788     127
661     134
860     136
1499     76
831     227
48        9
854      84
1240    157
577     197
1517    120
1565    255
1519     44
1395      6
165     112
1024     48
1420    172
1114    193
1295     70
679     146
       ... 
1052     65
1016     27
1696    255
1337     88
282      89
1702    108
464      91
963       8
1596    159
1287    214
1599    255
1265    204
1534    176
118      77
276      63
472     131
768     182
632     141
1257    255
480     234
570     106
312      20
1491    166
1670    101
413     214
1273     58
600     172
869     255
1453    127
1449    148
Name: 508, dtype: int64 0.000157
1009) 504     120
815      60
296      76
348      83
261     175
811     255
192     255
11      244
658     150
1591    171
285      40
788     255
661      35
860      63
1499    209
831     101
48       76
854      68
1240    196
577      64
1517    126
1565    255
1519    255
1395    245
165     237
1024     67
1420    150
1114     21
1295    255
679     255
       ... 
1052     91
1016    255
1696    254
1337    232
282     255
1702    108
464     210
963     118
1596    155
1287    239
1599    168
1265    114
1534    175
118     255
276     118
472     133
768     147
632      86
1257     47
480      27
570     232
312     255
1491    147
1670    143
413      93
1273    101
600     122
869      30
1453    198
1449     67
Name: 1353, dtype: int64 0.000157
1010) 504      82
815     186
296     183
348     124
261      87
811     154
192     116
11      121
658     192
1591    246
285     236
788      91
661     148
860      87
1499    163
831     140
48      134
854     153
1240    179
577     159
1517    124
1565    157
1519     47
1395    101
165     103
1024    183
1420    112
1114     61
1295      6
679     145
       ... 
1052    117
1016    168
1696     50
1337    112
282      59
1702    207
464      81
963     154
1596    193
1287    108
1599    138
1265    251
1534    163
118     175
276      70
472     240
768     145
632     176
1257    102
480      12
570     176
312      85
1491    200
1670    159
413     173
1273     15
600     154
869     255
1453     38
1449    195
Name: 422, dtype: int64 0.000149
1011) 504     108
815     176
296     179
348     132
261     118
811     161
192     117
11      128
658     220
1591    255
285     228
788     110
661     148
860     210
1499    152
831      41
48       50
854     132
1240    170
577     171
1517    154
1565    255
1519    107
1395     16
165      82
1024    150
1420     68
1114     82
1295    255
679     140
       ... 
1052    176
1016    255
1696    236
1337    207
282     173
1702     82
464      52
963     187
1596    163
1287     86
1599     74
1265    230
1534    206
118     193
276      95
472     181
768     147
632     164
1257    134
480      70
570     179
312      70
1491    203
1670    128
413     208
1273     89
600     172
869     255
1453     60
1449    124
Name: 319, dtype: int64 0.000124
1012) 504      71
815      44
296      64
348     140
261     195
811      62
192     151
11        0
658      59
1591    254
285     223
788       4
661      64
860       0
1499      0
831     126
48        0
854      29
1240    155
577     211
1517    153
1565      0
1519    255
1395     52
165      78
1024    222
1420     66
1114    174
1295     21
679      83
       ... 
1052    217
1016    255
1696    255
1337     35
282     106
1702    150
464     197
963     172
1596    205
1287     81
1599    177
1265     40
1534    156
118     148
276     243
472      46
768       5
632      55
1257    255
480     200
570      29
312     205
1491     52
1670    209
413      38
1273    255
600      26
869     255
1453     24
1449    209
Name: 2494, dtype: int64 0.000124
1013) 504      98
815     177
296     190
348     119
261     102
811     157
192     110
11      114
658     208
1591    255
285     230
788     102
661     151
860     186
1499    190
831     138
48       63
854     132
1240    158
577     178
1517    147
1565    242
1519     69
1395    133
165      92
1024    188
1420     84
1114     67
1295     70
679     148
       ... 
1052     67
1016    230
1696    171
1337    178
282     123
1702    216
464      62
963     125
1596    197
1287     51
1599    147
1265    238
1534    209
118     185
276      99
472     207
768     146
632     157
1257     37
480      32
570     175
312      64
1491    199
1670    134
413     179
1273     33
600     167
869     255
1453     46
1449     92
Name: 370, dtype: int64 0.000124
1014) 504     129
815     104
296     164
348      85
261     106
811     168
192     148
11      255
658     244
1591    255
285     221
788     105
661     122
860     243
1499    247
831     106
48        0
854      64
1240    144
577     120
1517    115
1565      0
1519    255
1395     55
165      95
1024    222
1420    162
1114    141
1295    255
679     120
       ... 
1052    246
1016    155
1696    255
1337     63
282     217
1702    108
464     140
963     160
1596    144
1287    191
1599    255
1265    189
1534      7
118     190
276      26
472     157
768      90
632     124
1257    255
480     135
570     121
312      42
1491    164
1670    224
413     190
1273    254
600     176
869     255
1453    246
1449    164
Name: 160, dtype: int64 0.000124
1015) 504     232
815      97
296     227
348      48
261     235
811     150
192     203
11        0
658     155
1591    255
285     142
788      57
661     222
860       0
1499    124
831      87
48        0
854      32
1240     61
577     124
1517     44
1565      4
1519    255
1395    245
165      65
1024    222
1420    211
1114     84
1295    255
679      97
       ... 
1052     45
1016    255
1696    255
1337     49
282      92
1702    108
464     198
963     201
1596    240
1287    192
1599    172
1265    152
1534     96
118     193
276      33
472      29
768     194
632      34
1257    255
480     151
570     143
312     116
1491    162
1670    234
413     187
1273    255
600     133
869     255
1453    242
1449    230
Name: 144, dtype: int64 0.000124
1016) 504      69
815     255
296     239
348      66
261     255
811     255
192     255
11        0
658     206
1591    255
285     165
788     255
661     255
860       0
1499     38
831     153
48        1
854     255
1240     92
577     203
1517    114
1565      0
1519    255
1395    255
165     255
1024    222
1420     56
1114      7
1295    255
679     255
       ... 
1052    112
1016     31
1696    255
1337    114
282     255
1702    126
464     255
963     154
1596    130
1287     11
1599    255
1265     21
1534     62
118     255
276     243
472     141
768     211
632      61
1257     25
480     183
570     255
312     255
1491     12
1670    137
413     255
1273    255
600     255
869     255
1453     22
1449    208
Name: 2151, dtype: int64 0.000124
1017) 504     103
815     144
296     205
348      77
261      61
811     130
192     123
11       13
658     189
1591     64
285     166
788      44
661     134
860      47
1499     59
831     228
48      116
854     110
1240     58
577     128
1517     87
1565     47
1519    255
1395     77
165     101
1024     97
1420    212
1114     52
1295    233
679     119
       ... 
1052    146
1016    134
1696     18
1337    104
282      24
1702    108
464      23
963     189
1596    145
1287     56
1599    111
1265    206
1534    172
118     154
276     138
472     160
768     206
632     109
1257    255
480     167
570     141
312      77
1491    175
1670    116
413     147
1273     49
600     125
869      22
1453     54
1449     21
Name: 438, dtype: int64 0.000124
1018) 504     119
815     255
296     240
348      64
261     255
811     255
192     255
11        3
658     219
1591    187
285     112
788     255
661     255
860       0
1499    199
831     131
48      208
854     255
1240     47
577     209
1517    176
1565    182
1519    255
1395    252
165     255
1024    222
1420     40
1114      5
1295    222
679     255
       ... 
1052     77
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     127
1596    149
1287    162
1599    180
1265     27
1534    188
118     255
276     160
472     164
768     234
632      74
1257    155
480      22
570     255
312     255
1491     91
1670    195
413     255
1273    244
600     255
869     126
1453     10
1449     70
Name: 1701, dtype: int64 0.000124
1019) 504      68
815     140
296      45
348      99
261     255
811     255
192     255
11        0
658     190
1591    255
285     164
788     255
661     255
860       0
1499     26
831     161
48        8
854     198
1240     86
577      44
1517    106
1565      0
1519    255
1395    255
165     241
1024    222
1420     37
1114     36
1295    255
679     255
       ... 
1052    117
1016     29
1696    255
1337     69
282     255
1702    127
464     255
963     114
1596    128
1287    125
1599    183
1265     26
1534     57
118     255
276     242
472     136
768     214
632      76
1257     50
480     184
570     255
312     255
1491      8
1670     45
413      16
1273    255
600     255
869     255
1453     18
1449    231
Name: 2102, dtype: int64 0.000124
1020) 504      42
815      72
296     147
348      70
261      26
811     129
192      90
11      137
658     200
1591    255
285     135
788      96
661      39
860     119
1499    227
831     197
48        2
854      83
1240    166
577      79
1517    138
1565    220
1519    220
1395     15
165     130
1024    173
1420    186
1114    191
1295     62
679      64
       ... 
1052     91
1016    164
1696    255
1337    115
282      69
1702    108
464     106
963     150
1596     67
1287    175
1599    170
1265    197
1534    137
118     172
276     160
472      65
768     138
632      91
1257     26
480     115
570      99
312     236
1491    122
1670     75
413     129
1273     45
600     107
869      16
1453    215
1449    166
Name: 605, dtype: int64 0.000124
1021) 504     146
815     100
296      54
348     175
261     199
811      73
192     147
11      253
658     147
1591     37
285      71
788     164
661     123
860     188
1499    172
831     159
48       97
854     151
1240     44
577      70
1517    242
1565    110
1519     77
1395     65
165     225
1024    142
1420    186
1114     44
1295    148
679      65
       ... 
1052    119
1016    255
1696    255
1337    232
282     193
1702    109
464     184
963      46
1596    147
1287    109
1599    254
1265     28
1534    166
118      11
276     137
472     186
768     193
632     212
1257    129
480     131
570      82
312      23
1491     61
1670     83
413      75
1273    104
600     136
869      26
1453    167
1449    212
Name: 1709, dtype: int64 0.000124
1022) 504      52
815     214
296     154
348     185
261     206
811     199
192      19
11      165
658      47
1591     85
285     186
788      94
661     160
860     166
1499     20
831      52
48       60
854     183
1240     59
577     180
1517    153
1565     88
1519     30
1395    101
165     166
1024     94
1420     70
1114     86
1295     33
679     169
       ... 
1052     48
1016    212
1696    197
1337    133
282     111
1702    156
464     159
963     204
1596     12
1287    200
1599     76
1265    167
1534     51
118     136
276     203
472     160
768     203
632     175
1257    226
480      20
570     173
312     169
1491     94
1670    132
413     169
1273    109
600     142
869     255
1453    225
1449    183
Name: 1029, dtype: int64 0.000124
1023) 504     110
815     156
296     160
348     242
261     118
811     162
192     122
11       64
658      65
1591      7
285      96
788     108
661     122
860      77
1499     63
831     149
48      229
854     184
1240    115
577     129
1517     22
1565     41
1519    160
1395     73
165     197
1024    207
1420    229
1114     44
1295     89
679     178
       ... 
1052    172
1016    244
1696     47
1337    111
282     100
1702    222
464      76
963     196
1596    145
1287     82
1599     72
1265    158
1534    169
118      88
276      46
472     227
768     165
632     126
1257    158
480     147
570     130
312     151
1491    139
1670     78
413     160
1273     84
600      95
869     102
1453    217
1449      5
Name: 938, dtype: int64 0.000121
1024) 504     156
815     179
296     119
348     188
261     117
811      68
192     182
11       90
658      52
1591    109
285      62
788     176
661     136
860     215
1499     82
831      92
48      222
854      84
1240     64
577     226
1517     41
1565    255
1519    232
1395     28
165     195
1024     67
1420    203
1114     20
1295     94
679     205
       ... 
1052    197
1016     46
1696     26
1337    232
282      13
1702    108
464     125
963     157
1596     89
1287    220
1599     73
1265     69
1534    215
118     107
276      31
472      71
768     231
632     121
1257    161
480     223
570     117
312      45
1491    184
1670    200
413     224
1273    107
600     210
869      11
1453    136
1449     20
Name: 1591, dtype: int64 0.000121
1025) 504     245
815     232
296     233
348     198
261      68
811     101
192     192
11       59
658     219
1591     28
285     249
788     203
661     170
860     144
1499     72
831     140
48       60
854      98
1240     69
577     226
1517    197
1565     69
1519     44
1395     69
165      21
1024    216
1420     44
1114    125
1295    103
679     147
       ... 
1052    166
1016     43
1696    232
1337    232
282     170
1702    105
464     103
963     119
1596     54
1287    118
1599     64
1265    136
1534     29
118      26
276     173
472     215
768     147
632     250
1257    174
480     173
570     195
312     191
1491    241
1670    158
413     170
1273    145
600     137
869      59
1453    191
1449    146
Name: 1280, dtype: int64 0.000121
1026) 504      42
815     176
296     160
348     239
261      82
811     115
192      45
11      255
658      91
1591      5
285     168
788     112
661     116
860      53
1499     31
831     167
48       88
854     165
1240    182
577     156
1517     50
1565     67
1519     92
1395     96
165     156
1024    199
1420    228
1114    147
1295     57
679      70
       ... 
1052     63
1016     45
1696     45
1337     53
282      66
1702    200
464     104
963     196
1596    160
1287    196
1599     84
1265    215
1534    173
118     152
276      99
472     162
768     140
632     154
1257     28
480      81
570     158
312     108
1491     76
1670     57
413     183
1273     95
600     110
869      42
1453    213
1449     30
Name: 785, dtype: int64 0.000121
1027) 504     108
815     196
296     194
348     122
261     114
811     155
192     122
11      255
658     153
1591     90
285     223
788     116
661     170
860     148
1499    250
831     245
48      148
854     165
1240     92
577     161
1517    118
1565    124
1519    255
1395    128
165     101
1024    222
1420    103
1114    116
1295    255
679     139
       ... 
1052    149
1016    229
1696     42
1337    177
282      57
1702    238
464      59
963     192
1596    166
1287    192
1599    138
1265    246
1534    141
118     171
276      91
472     205
768      85
632     157
1257    255
480      31
570     188
312      95
1491    140
1670     76
413     204
1273    108
600     179
869     255
1453     40
1449    174
Name: 376, dtype: int64 0.000121
1028) 504     213
815      60
296      21
348     138
261     126
811      47
192     126
11      255
658     204
1591     73
285      31
788     160
661      55
860      69
1499    157
831     214
48       91
854     106
1240    133
577      59
1517    134
1565    208
1519    255
1395    101
165     235
1024     36
1420    155
1114    120
1295    255
679      70
       ... 
1052     67
1016    255
1696    255
1337    232
282     181
1702    108
464     198
963     215
1596     64
1287    109
1599    131
1265    105
1534    232
118     148
276      63
472      74
768     149
632     113
1257    113
480      35
570      84
312     247
1491    119
1670    185
413      34
1273     94
600      82
869      67
1453    136
1449     30
Name: 1505, dtype: int64 0.000121
1029) 504     136
815     255
296     246
348      25
261     255
811     255
192     255
11        0
658     242
1591    255
285     233
788     255
661     255
860       0
1499    229
831     119
48        0
854     255
1240    231
577     219
1517    225
1565      0
1519    255
1395    255
165     255
1024    222
1420     39
1114    103
1295    255
679     255
       ... 
1052     10
1016    255
1696    255
1337     40
282     255
1702    108
464     255
963     172
1596    214
1287    211
1599    255
1265    150
1534     89
118     255
276      88
472      73
768     214
632      34
1257    255
480      86
570     255
312     255
1491    182
1670    217
413     255
1273    255
600     255
869     255
1453    255
1449    143
Name: 1, dtype: int64 0.000121
1030) 504      39
815     110
296     158
348     231
261     109
811     223
192     255
11       68
658      55
1591    246
285      67
788      75
661      97
860     226
1499     63
831     148
48      227
854     124
1240    120
577      90
1517     58
1565    178
1519    255
1395     73
165     218
1024    133
1420    240
1114     28
1295    112
679      30
       ... 
1052      2
1016    255
1696    255
1337    200
282     147
1702    108
464      79
963     176
1596    222
1287    169
1599    161
1265    129
1534     60
118     255
276     183
472      57
768      79
632      59
1257     84
480     120
570      93
312     255
1491    157
1670    186
413     113
1273     99
600      79
869       3
1453     83
1449     28
Name: 1145, dtype: int64 0.000121
1031) 504     125
815     196
296     187
348     121
261      78
811     149
192     120
11      255
658     141
1591     92
285     219
788     113
661     151
860     149
1499    243
831     226
48      121
854     149
1240     50
577     177
1517    107
1565    124
1519    152
1395     89
165     103
1024    209
1420     77
1114    197
1295    255
679     140
       ... 
1052    155
1016    165
1696     20
1337    121
282      43
1702    199
464      89
963     171
1596    201
1287    159
1599    160
1265    225
1534    176
118     179
276      84
472     193
768      64
632     157
1257    255
480      12
570     191
312      94
1491    145
1670    118
413     199
1273     72
600     160
869     255
1453     40
1449    156
Name: 427, dtype: int64 0.000121
1032) 504     136
815      59
296     105
348     192
261     166
811     242
192     255
11      240
658      82
1591     39
285     119
788      28
661      72
860      72
1499      0
831     127
48        0
854      90
1240    195
577     177
1517     59
1565      3
1519     49
1395    210
165     173
1024    222
1420     61
1114    198
1295     29
679      17
       ... 
1052    197
1016    255
1696     53
1337    149
282     160
1702     76
464     161
963     173
1596    121
1287     95
1599     70
1265     55
1534    132
118     255
276     184
472     113
768      43
632      51
1257    136
480     189
570      35
312     255
1491     24
1670     62
413      14
1273    255
600      43
869     255
1453      1
1449     50
Name: 2095, dtype: int64 0.000121
1033) 504      46
815      75
296     146
348      68
261      29
811     143
192     135
11      149
658     215
1591    255
285     142
788      86
661      53
860     172
1499    205
831     107
48        0
854      66
1240    148
577      95
1517    127
1565    205
1519     89
1395      8
165     117
1024    102
1420    170
1114    219
1295     59
679     108
       ... 
1052    245
1016    117
1696    255
1337     47
282     100
1702    108
464      90
963     163
1596    124
1287    177
1599    255
1265    212
1534    102
118      46
276      94
472     160
768     139
632      98
1257    225
480     136
570     124
312     127
1491    141
1670    130
413     116
1273     19
600     170
869     173
1453    215
1449    104
Name: 506, dtype: int64 0.000121
1034) 504     241
815     240
296     232
348     231
261     103
811     104
192     148
11       65
658      11
1591    167
285     225
788     197
661       2
860     123
1499     54
831     156
48       49
854       9
1240     13
577     235
1517    184
1565     92
1519     17
1395     14
165      41
1024     83
1420    108
1114    119
1295    153
679     189
       ... 
1052    171
1016    255
1696    255
1337    232
282     120
1702    209
464     155
963     183
1596     12
1287     53
1599    100
1265    149
1534     48
118     130
276     219
472     248
768     226
632       1
1257     60
480     243
570     212
312     194
1491    252
1670     97
413     241
1273      4
600     175
869      44
1453    156
1449    179
Name: 1323, dtype: int64 0.000121
1035) 504     212
815      30
296      84
348     185
261     153
811      44
192      22
11      102
658     111
1591    255
285      61
788      99
661     192
860     151
1499    163
831      71
48       30
854     194
1240     92
577      53
1517    212
1565    105
1519    233
1395     47
165     208
1024     47
1420     21
1114    200
1295    141
679      39
       ... 
1052     41
1016     27
1696    255
1337    206
282      72
1702    241
464     205
963     146
1596    201
1287    177
1599    224
1265     83
1534     38
118      95
276     182
472      65
768     190
632     206
1257    111
480     124
570     122
312       7
1491    133
1670     18
413      63
1273    112
600      24
869     255
1453    115
1449    123
Name: 1868, dtype: int64 0.000121
1036) 504      83
815      93
296     221
348      52
261      93
811     230
192     255
11        0
658     158
1591    255
285      22
788      31
661     225
860       0
1499     99
831     225
48      194
854      88
1240     59
577     101
1517     26
1565    182
1519    255
1395     48
165      97
1024    222
1420    239
1114     71
1295    255
679      88
       ... 
1052     12
1016    132
1696     84
1337    112
282      19
1702    108
464      25
963     105
1596    229
1287    245
1599    145
1265    186
1534    199
118     255
276     113
472     153
768     204
632      38
1257    255
480     147
570     108
312     255
1491     93
1670    249
413     154
1273    255
600      96
869     255
1453    137
1449     36
Name: 445, dtype: int64 0.000121
1037) 504      72
815     204
296     174
348     152
261      76
811     137
192       5
11       95
658     103
1591     46
285     219
788     174
661     176
860     116
1499     98
831     211
48       63
854     153
1240    211
577     165
1517    235
1565     92
1519     32
1395    128
165     139
1024     99
1420    128
1114    100
1295    125
679     217
       ... 
1052    164
1016     69
1696     39
1337    193
282      98
1702    197
464      83
963     142
1596    149
1287    110
1599     53
1265    247
1534     82
118     146
276     152
472     150
768     120
632     148
1257     37
480      31
570     165
312      11
1491    168
1670    114
413     197
1273    103
600     142
869     106
1453    151
1449    139
Name: 725, dtype: int64 0.000121
1038) 504     118
815     175
296     186
348     119
261     127
811     170
192     125
11      204
658     225
1591    255
285     222
788     102
661     157
860     123
1499    141
831     132
48       39
854     132
1240    102
577     175
1517    167
1565    255
1519    186
1395     77
165      78
1024    149
1420     59
1114    171
1295    255
679     144
       ... 
1052    219
1016    255
1696    255
1337    111
282     191
1702     80
464      47
963     184
1596    171
1287    108
1599    110
1265    230
1534    178
118     195
276     147
472     113
768     120
632     172
1257     65
480      78
570     185
312      65
1491    204
1670     70
413     207
1273    124
600     174
869     255
1453     63
1449    213
Name: 269, dtype: int64 0.000121
1039) 504     107
815     190
296     186
348     112
261     111
811     157
192     138
11      200
658     169
1591    115
285     233
788     102
661     170
860      62
1499    252
831     240
48      202
854     151
1240    159
577     186
1517    109
1565    212
1519    165
1395    138
165     101
1024    222
1420    109
1114     81
1295     53
679     150
       ... 
1052    135
1016    224
1696     56
1337    178
282      57
1702    227
464      61
963     208
1596    219
1287     26
1599    159
1265    238
1534    140
118     180
276     122
472      97
768      75
632     157
1257    248
480      25
570     191
312      84
1491    191
1670     95
413     188
1273     82
600     168
869     255
1453     40
1449    174
Name: 374, dtype: int64 0.000121
1040) 504     164
815      85
296      65
348     179
261     156
811      44
192      41
11      190
658     154
1591    255
285      95
788      45
661     176
860      37
1499    153
831      81
48       91
854     194
1240    137
577      48
1517    200
1565    108
1519    205
1395    100
165     223
1024     71
1420     17
1114    185
1295    132
679       5
       ... 
1052     23
1016      8
1696    255
1337    154
282      27
1702    194
464     204
963     164
1596    202
1287    141
1599    254
1265     81
1534     23
118     109
276     177
472      22
768     135
632     206
1257     59
480      66
570      70
312       7
1491    113
1670     56
413      45
1273    131
600      80
869     255
1453    101
1449     97
Name: 1916, dtype: int64 0.000121
1041) 504      40
815      68
296     174
348      68
261      48
811     151
192     125
11      103
658     222
1591    255
285     162
788      26
661      39
860     222
1499    232
831     208
48        0
854      66
1240    165
577     104
1517    186
1565      4
1519     85
1395     86
165     113
1024    195
1420    178
1114    134
1295    203
679      94
       ... 
1052    250
1016     24
1696    255
1337    109
282     206
1702    108
464      79
963     169
1596    179
1287    229
1599    255
1265    234
1534    141
118     197
276     118
472     172
768     162
632      86
1257     95
480     132
570     108
312     228
1491     74
1670    213
413     147
1273    216
600     155
869     255
1453    235
1449    165
Name: 405, dtype: int64 0.000121
1042) 504     142
815      34
296      61
348     202
261     227
811      52
192      78
11        0
658     177
1591    255
285     178
788      17
661     125
860       5
1499    144
831      89
48      224
854     164
1240    124
577      18
1517    195
1565    255
1519    255
1395    255
165     146
1024    222
1420     41
1114    166
1295    255
679      97
       ... 
1052    164
1016    164
1696    255
1337     84
282     199
1702    170
464     115
963      46
1596     43
1287     34
1599    111
1265     32
1534    243
118      77
276     232
472     130
768      18
632     174
1257     70
480     217
570      30
312     122
1491     37
1670    177
413      70
1273    255
600      36
869      19
1453     81
1449    253
Name: 2410, dtype: int64 0.000121
1043) 504     175
815     159
296      67
348     196
261     171
811      26
192      72
11       99
658     143
1591    255
285      90
788      19
661     217
860     119
1499    136
831     104
48      142
854     191
1240    190
577      31
1517    151
1565     66
1519    255
1395    148
165     198
1024     59
1420     34
1114    171
1295    132
679      14
       ... 
1052     41
1016    115
1696    224
1337    103
282     114
1702    225
464     191
963      84
1596     78
1287     72
1599     11
1265    228
1534     74
118      88
276     208
472     138
768      10
632     226
1257     29
480     203
570      47
312     140
1491    127
1670     56
413      43
1273    101
600      46
869     255
1453    103
1449     92
Name: 2021, dtype: int64 0.000121
1044) 504     170
815      33
296       6
348      11
261     141
811       3
192      51
11      123
658      76
1591     15
285     112
788      27
661     214
860     234
1499    204
831      65
48      154
854     186
1240    235
577      45
1517    226
1565     23
1519    207
1395    102
165     111
1024     83
1420     44
1114    150
1295     80
679      17
       ... 
1052    231
1016     78
1696     83
1337    154
282      50
1702    230
464      93
963      23
1596    109
1287     19
1599    207
1265     60
1534     61
118       4
276      37
472       3
768      60
632     209
1257    146
480      58
570       9
312     124
1491    171
1670     24
413      61
1273    127
600       4
869     255
1453    180
1449     81
Name: 1928, dtype: int64 0.000121
1045) 504     123
815     200
296     189
348     133
261     107
811     143
192      85
11      157
658     129
1591     66
285     224
788     123
661     148
860      91
1499    246
831     125
48      215
854     151
1240    171
577     185
1517     97
1565     89
1519     46
1395     91
165      96
1024     56
1420    140
1114    106
1295    255
679     142
       ... 
1052    158
1016     40
1696     36
1337    113
282      26
1702    220
464      97
963     183
1596     99
1287     42
1599     66
1265    247
1534     90
118     168
276      74
472     116
768      84
632     151
1257    255
480      46
570     191
312      91
1491    126
1670     59
413     198
1273     92
600     170
869     210
1453     46
1449    178
Name: 526, dtype: int64 0.000121
1046) 504      81
815      66
296      49
348     218
261     216
811      66
192      90
11      255
658      89
1591    214
285     168
788      17
661     202
860     157
1499    119
831     210
48       79
854     165
1240     28
577     110
1517    236
1565    255
1519    255
1395    255
165     143
1024    141
1420     63
1114    211
1295    255
679      86
       ... 
1052     66
1016    189
1696    136
1337     79
282     157
1702    162
464      85
963     147
1596     30
1287    123
1599     93
1265     14
1534     94
118      42
276     209
472     138
768      12
632     227
1257    253
480     223
570      30
312     142
1491    141
1670    191
413      58
1273    218
600      63
869     255
1453     60
1449    212
Name: 2424, dtype: int64 0.000121
1047) 504     218
815      93
296       9
348      61
261      23
811     199
192     192
11       98
658      79
1591     65
285     143
788     208
661     136
860     147
1499     46
831     187
48      145
854     188
1240     39
577     142
1517    186
1565     83
1519      3
1395    121
165      83
1024    114
1420     68
1114     41
1295     12
679      23
       ... 
1052     74
1016     20
1696     48
1337    170
282     194
1702    198
464      21
963     174
1596    122
1287     25
1599    125
1265    147
1534    106
118      45
276     148
472     212
768     124
632     243
1257    255
480     226
570     146
312      84
1491    248
1670    110
413     146
1273    151
600     123
869      28
1453     69
1449    187
Name: 1166, dtype: int64 0.000121
1048) 504      62
815     191
296      30
348     203
261     217
811      66
192      72
11      207
658     127
1591    255
285      83
788      27
661     202
860     215
1499    117
831     175
48       89
854     177
1240     52
577      41
1517    173
1565    180
1519    255
1395    188
165     165
1024     26
1420     91
1114    216
1295    255
679      45
       ... 
1052    171
1016     17
1696    255
1337     64
282     170
1702    143
464     135
963     170
1596     74
1287     78
1599     18
1265     81
1534    246
118      59
276     206
472     148
768      37
632     227
1257    139
480     134
570      41
312     112
1491    136
1670    172
413      29
1273     38
600      83
869     255
1453     46
1449    243
Name: 2319, dtype: int64 0.000121
1049) 504      75
815     162
296     187
348     155
261      99
811     130
192      49
11      255
658     196
1591     27
285     158
788     112
661     118
860     245
1499     70
831     186
48      207
854     151
1240     74
577     155
1517     97
1565     63
1519    255
1395     28
165     101
1024     96
1420    223
1114     35
1295     37
679     120
       ... 
1052     83
1016     84
1696     17
1337    112
282      30
1702    228
464      27
963     213
1596    211
1287    159
1599     72
1265    217
1534    192
118     148
276     107
472      74
768     189
632     126
1257    255
480     158
570     157
312      97
1491    101
1670    156
413     178
1273     54
600     128
869     134
1453     82
1449     75
Name: 536, dtype: int64 0.000121
1050) 504     151
815     224
296     209
348     189
261     127
811     102
192      44
11       56
658       9
1591     33
285     207
788     188
661      19
860     222
1499    139
831      39
48       95
854      10
1240    119
577      89
1517    109
1565    105
1519     39
1395     46
165      32
1024     93
1420     60
1114    100
1295    111
679     192
       ... 
1052    199
1016    142
1696     14
1337    232
282      29
1702    108
464     148
963     138
1596    158
1287     32
1599     73
1265     87
1534     26
118      65
276     124
472     214
768     233
632     253
1257     94
480      75
570     213
312      74
1491    237
1670     45
413     199
1273     66
600     216
869     255
1453    217
1449     60
Name: 1482, dtype: int64 0.000121
1051) 504     120
815     255
296     240
348      66
261     255
811     255
192     255
11      255
658     166
1591    220
285      42
788     255
661     255
860       3
1499    205
831     188
48      100
854     255
1240    135
577     212
1517    169
1565    255
1519    255
1395    255
165     255
1024    189
1420    143
1114    165
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     183
1596    166
1287    195
1599    255
1265    109
1534    202
118     255
276     122
472      73
768     227
632      82
1257    255
480      99
570     255
312     255
1491    102
1670    162
413     255
1273    150
600     255
869      28
1453    208
1449     65
Name: 1401, dtype: int64 0.000121
1052) 504     181
815     146
296      61
348      23
261     189
811       5
192      52
11      108
658      98
1591    198
285      72
788      73
661     186
860     138
1499    214
831     136
48      156
854     136
1240     35
577      50
1517     44
1565     31
1519     83
1395     66
165       8
1024     60
1420     20
1114    202
1295    149
679      10
       ... 
1052     65
1016    250
1696    255
1337    232
282      88
1702    202
464      36
963     172
1596    185
1287    138
1599    255
1265     76
1534     71
118      20
276      53
472      34
768      79
632     194
1257    141
480     197
570     181
312      29
1491    238
1670      5
413      38
1273    123
600     165
869     255
1453    120
1449    121
Name: 1718, dtype: int64 0.000121
1053) 504      36
815     145
296     196
348      57
261      47
811     255
192     255
11       49
658     112
1591     85
285      36
788     111
661     206
860       9
1499     98
831     127
48      116
854     255
1240    162
577      96
1517      6
1565    233
1519    255
1395    252
165     204
1024    192
1420    245
1114     35
1295    255
679     159
       ... 
1052     76
1016     84
1696    137
1337     49
282     146
1702    108
464      64
963      35
1596    236
1287    202
1599    248
1265    129
1534     18
118     255
276      76
472     217
768      90
632      39
1257    159
480     136
570      97
312     255
1491     70
1670    208
413     107
1273     95
600      82
869     255
1453     82
1449     33
Name: 896, dtype: int64 0.000120
1054) 504     117
815      49
296      84
348      83
261     170
811     255
192     255
11      253
658     163
1591    108
285      32
788     255
661      35
860      54
1499    209
831     197
48      115
854      69
1240    191
577      59
1517    177
1565    255
1519    255
1395    248
165     238
1024    136
1420    145
1114    201
1295    255
679     255
       ... 
1052     84
1016    255
1696    255
1337    232
282     255
1702    108
464     218
963     175
1596    174
1287    240
1599    253
1265    112
1534    175
118     255
276     125
472      82
768     144
632      86
1257     46
480      25
570     233
312     255
1491    142
1670    158
413      94
1273    109
600     118
869      39
1453    190
1449     53
Name: 1403, dtype: int64 0.000120
1055) 504      48
815     168
296     133
348     131
261      75
811     124
192       6
11      122
658     145
1591    192
285     187
788     158
661     166
860     152
1499     15
831     199
48      161
854      17
1240    147
577     150
1517    133
1565    126
1519     36
1395    150
165     134
1024     30
1420    102
1114    139
1295    141
679      75
       ... 
1052    126
1016     59
1696     69
1337     58
282      61
1702    197
464     177
963     184
1596    166
1287    215
1599     46
1265    224
1534    129
118     103
276     132
472     175
768      82
632     203
1257     25
480     154
570     145
312     134
1491    238
1670    153
413     162
1273     96
600     151
869     255
1453    114
1449     62
Name: 767, dtype: int64 0.000120
1056) 504     152
815      55
296      25
348     212
261     187
811      58
192      86
11      247
658      69
1591    254
285     212
788      18
661     171
860     212
1499    251
831     179
48      214
854     132
1240    185
577     197
1517     59
1565    239
1519    255
1395     96
165     133
1024    182
1420     41
1114    167
1295    255
679     104
       ... 
1052     76
1016    255
1696    255
1337     34
282     165
1702    148
464      53
963     189
1596    200
1287     16
1599    123
1265     13
1534    106
118      42
276     224
472     166
768      15
632     222
1257    255
480     207
570      44
312     210
1491    106
1670    202
413      41
1273    255
600      45
869     255
1453     31
1449    227
Name: 2479, dtype: int64 0.000120
1057) 504     207
815      67
296      92
348     153
261     182
811      56
192     102
11      255
658     169
1591    194
285      74
788     163
661      71
860     200
1499    170
831     121
48      186
854     106
1240    211
577      67
1517    239
1565     45
1519     77
1395     42
165     231
1024     60
1420     55
1114     47
1295    141
679      79
       ... 
1052    134
1016    251
1696    255
1337    232
282     170
1702    108
464     186
963      27
1596    151
1287    214
1599    157
1265     25
1534    135
118      38
276     163
472     169
768     195
632     173
1257    254
480      18
570      74
312      55
1491     62
1670     37
413      49
1273    114
600     169
869      25
1453    105
1449    204
Name: 1757, dtype: int64 0.000120
1058) 504     216
815     142
296      46
348     184
261      37
811     199
192     194
11       76
658      85
1591     61
285     165
788     206
661     201
860     243
1499     26
831     156
48      151
854     183
1240     41
577     154
1517    200
1565     62
1519      9
1395    119
165      48
1024     31
1420     89
1114    109
1295      3
679      30
       ... 
1052     64
1016     29
1696     99
1337    170
282     194
1702    192
464      76
963     177
1596     10
1287     95
1599    103
1265    150
1534    142
118      94
276     129
472     208
768     126
632     250
1257    255
480     181
570     154
312     188
1491    248
1670    111
413     153
1273     15
600     137
869     109
1453     78
1449    172
Name: 1167, dtype: int64 0.000120
1059) 504      77
815     157
296     185
348     239
261      38
811     117
192      26
11      255
658     188
1591     75
285     131
788     159
661     116
860     250
1499     24
831      69
48      201
854     131
1240    154
577     144
1517     36
1565     46
1519    255
1395     96
165     122
1024     92
1420    226
1114     65
1295     61
679     108
       ... 
1052    166
1016     95
1696     55
1337    109
282      38
1702    224
464      96
963     144
1596    146
1287    164
1599     61
1265    215
1534     86
118     138
276      94
472      71
768     149
632     119
1257    147
480     156
570     144
312     108
1491    155
1670    141
413     150
1273     55
600     111
869      90
1453    154
1449     76
Name: 638, dtype: int64 0.000120
1060) 504      80
815     239
296      84
348       7
261     162
811      12
192      23
11      100
658      99
1591    255
285      57
788     136
661     191
860      73
1499    215
831      29
48      130
854       6
1240     24
577     231
1517    124
1565     73
1519     38
1395     41
165      24
1024     60
1420    130
1114    131
1295    154
679     194
       ... 
1052    210
1016    102
1696     29
1337    232
282      90
1702    121
464      44
963      17
1596    147
1287    173
1599    248
1265     76
1534     58
118      31
276      18
472      96
768     144
632      61
1257    233
480     235
570      10
312      82
1491     89
1670     45
413     176
1273    105
600     199
869     255
1453    179
1449     40
Name: 1682, dtype: int64 0.000120
1061) 504     168
815     167
296     202
348     107
261     153
811     179
192     142
11      255
658     231
1591    255
285     236
788      92
661     174
860      76
1499    199
831      80
48       86
854     132
1240    153
577     165
1517    209
1565    255
1519    255
1395    173
165      66
1024    163
1420    190
1114     80
1295    255
679     153
       ... 
1052    189
1016    255
1696    255
1337     40
282      71
1702    108
464      56
963     146
1596    174
1287    121
1599    255
1265    236
1534     41
118     192
276      27
472      74
768     112
632     180
1257     62
480      70
570     174
312      49
1491    202
1670    241
413     211
1273     44
600     188
869     255
1453    223
1449    241
Name: 120, dtype: int64 0.000120
1062) 504      65
815     139
296     194
348     107
261      41
811     120
192     121
11      223
658     204
1591     66
285      27
788     150
661     195
860      67
1499     37
831     101
48      133
854     106
1240     41
577     131
1517     37
1565     45
1519    255
1395     98
165     109
1024    101
1420    233
1114     78
1295    255
679     108
       ... 
1052     49
1016     49
1696     42
1337     82
282      33
1702     97
464      20
963     121
1596    134
1287     82
1599     52
1265    212
1534    209
118     144
276     101
472      94
768     110
632      92
1257    128
480     155
570     133
312      93
1491    184
1670    164
413     144
1273     66
600     101
869      39
1453     98
1449      2
Name: 590, dtype: int64 0.000120
1063) 504     168
815      35
296     125
348     208
261      83
811     102
192     191
11       81
658      46
1591     52
285      43
788     203
661      19
860     210
1499     81
831     210
48      228
854     104
1240     47
577     138
1517     90
1565    255
1519    255
1395     20
165     213
1024    129
1420    221
1114    143
1295    121
679      86
       ... 
1052    164
1016    127
1696     28
1337    232
282      58
1702    108
464     119
963     198
1596     67
1287     17
1599    187
1265     88
1534    129
118     104
276     169
472      84
768     138
632      87
1257     19
480     150
570     212
312     188
1491    194
1670    191
413     106
1273     81
600     119
869      46
1453    115
1449     18
Name: 1492, dtype: int64 0.000120
1064) 504     154
815     158
296     181
348     103
261     110
811     181
192     142
11      220
658     239
1591    255
285     220
788     160
661     171
860      58
1499    167
831     155
48       31
854     132
1240    171
577     174
1517    181
1565    251
1519    156
1395     79
165      75
1024     83
1420    208
1114    146
1295    255
679     153
       ... 
1052    226
1016    163
1696    255
1337    107
282     206
1702    108
464     102
963     217
1596    160
1287    133
1599    176
1265    226
1534     29
118     198
276      67
472     121
768      91
632     190
1257     76
480     159
570     173
312      95
1491    207
1670    186
413     182
1273     60
600     184
869     255
1453     57
1449    241
Name: 217, dtype: int64 0.000120
1065) 504     251
815     219
296     140
348     241
261     116
811     115
192     194
11      106
658     247
1591     46
285     170
788     164
661     206
860     132
1499     55
831     143
48       94
854     203
1240     68
577     164
1517    151
1565     67
1519     34
1395     78
165      26
1024    103
1420     77
1114     71
1295     98
679      46
       ... 
1052    147
1016    161
1696    255
1337    165
282     214
1702    165
464     167
963     174
1596    120
1287     25
1599     69
1265    149
1534     28
118      75
276     136
472     225
768     151
632     199
1257    255
480      72
570     142
312     183
1491    227
1670    165
413     172
1273    116
600     125
869      18
1453    213
1449    107
Name: 1180, dtype: int64 0.000120
1066) 504     163
815      81
296     226
348      38
261     128
811     255
192     255
11        0
658     147
1591    255
285      22
788     110
661     218
860       0
1499    113
831     243
48        0
854     255
1240     52
577     101
1517     44
1565      0
1519    255
1395    253
165      65
1024    222
1420    218
1114     98
1295    255
679      85
       ... 
1052     11
1016    255
1696    136
1337    103
282      99
1702    108
464     234
963     141
1596    217
1287    244
1599    149
1265    159
1534    121
118     255
276      31
472     143
768      85
632      22
1257    255
480     135
570     118
312     255
1491    129
1670    238
413     123
1273    255
600      99
869     255
1453    237
1449    227
Name: 246, dtype: int64 0.000120
1067) 504     160
815     100
296     226
348      49
261     232
811     151
192     200
11        0
658     149
1591    255
285     145
788      88
661     212
860       0
1499    102
831     213
48        4
854      35
1240     61
577     109
1517     41
1565      4
1519    255
1395    244
165      61
1024    222
1420    210
1114     80
1295    255
679      97
       ... 
1052     19
1016    255
1696    205
1337     63
282     100
1702    108
464     203
963     130
1596    241
1287    232
1599    168
1265    162
1534     90
118     203
276      48
472      51
768     120
632      33
1257    255
480     135
570     148
312     117
1491    164
1670    242
413     151
1273    255
600     107
869     255
1453    236
1449    243
Name: 194, dtype: int64 0.000120
1068) 504     113
815     207
296      39
348     213
261     203
811      65
192      76
11      167
658     129
1591    255
285     122
788      47
661     211
860     182
1499    129
831     145
48       29
854     175
1240    195
577     212
1517    155
1565    255
1519    255
1395    181
165     182
1024     50
1420     86
1114    216
1295    166
679      66
       ... 
1052     43
1016     39
1696    174
1337    115
282     177
1702    114
464     152
963     162
1596     50
1287    108
1599     22
1265     16
1534    243
118      62
276     211
472     108
768      74
632     227
1257     42
480      11
570      55
312     118
1491    155
1670    128
413      41
1273    135
600      80
869     255
1453    116
1449    243
Name: 2273, dtype: int64 0.000120
1069) 504      32
815     197
296     135
348     150
261      37
811     194
192      26
11       67
658     108
1591    151
285     203
788     119
661     183
860     145
1499     18
831     125
48      164
854      21
1240     96
577     153
1517      4
1565     69
1519     30
1395    135
165     170
1024     34
1420    122
1114    226
1295     16
679     162
       ... 
1052     85
1016    159
1696     53
1337    215
282      75
1702    202
464     161
963     212
1596     64
1287    124
1599     49
1265    219
1534     87
118     113
276     228
472     229
768     170
632     183
1257    164
480      45
570     158
312     164
1491    194
1670    107
413     189
1273    156
600     138
869      95
1453    142
1449     81
Name: 920, dtype: int64 0.000120
1070) 504      90
815      75
296     225
348      32
261      58
811     255
192     255
11        0
658     136
1591    255
285      23
788     255
661     229
860       0
1499     25
831     230
48       10
854     255
1240     70
577      88
1517     15
1565      0
1519    255
1395    255
165      81
1024    222
1420    233
1114    105
1295    255
679      89
       ... 
1052     22
1016    229
1696    229
1337    179
282      24
1702    108
464      38
963      31
1596    221
1287    230
1599    201
1265    177
1534    187
118     255
276      40
472     172
768     200
632      22
1257    255
480      73
570     194
312     255
1491     78
1670    250
413     129
1273    255
600     255
869     255
1453    206
1449    205
Name: 397, dtype: int64 0.000120
1071) 504     163
815     145
296     193
348     103
261     131
811     180
192     133
11      255
658     244
1591    255
285     236
788      86
661     154
860      57
1499    221
831      33
48      225
854     106
1240    149
577     159
1517    179
1565    197
1519    255
1395    159
165      79
1024    175
1420    179
1114    165
1295    255
679     151
       ... 
1052    226
1016    218
1696    255
1337     48
282     127
1702    108
464     114
963      56
1596    176
1287    187
1599    255
1265    213
1534     67
118     194
276      18
472      21
768     128
632     205
1257    232
480     159
570     174
312      71
1491    205
1670    245
413     202
1273    132
600     179
869     255
1453    234
1449    174
Name: 116, dtype: int64 0.000120
1072) 504     247
815     179
296     142
348     230
261      75
811     190
192      45
11       52
658      47
1591      5
285     124
788      87
661     148
860     119
1499     71
831      75
48       97
854     194
1240    153
577     148
1517     44
1565     44
1519     52
1395     72
165     195
1024    222
1420    236
1114    229
1295     95
679     173
       ... 
1052    108
1016    229
1696     15
1337    168
282      89
1702    239
464     127
963     172
1596    212
1287    156
1599     99
1265    150
1534    187
118     167
276     144
472     192
768     206
632     157
1257    255
480     161
570     132
312     163
1491     53
1670     96
413     176
1273    108
600     104
869     255
1453    221
1449     75
Name: 1036, dtype: int64 0.000120
1073) 504     139
815     140
296      54
348      82
261     255
811     255
192     255
11      255
658     191
1591    137
285      32
788     255
661     255
860      13
1499    209
831     210
48      112
854     202
1240    134
577      57
1517    135
1565    255
1519    255
1395    255
165     248
1024    208
1420    143
1114    184
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963      23
1596    185
1287    247
1599    255
1265    109
1534    179
118     255
276     114
472      65
768     177
632      73
1257    199
480      42
570     255
312     255
1491     90
1670    169
413      92
1273    106
600     255
869      85
1453    195
1449     57
Name: 1452, dtype: int64 0.000120
1074) 504      47
815     208
296     163
348     155
261      48
811     192
192      28
11      112
658      78
1591     30
285     203
788     140
661     170
860     164
1499     14
831     172
48       84
854     164
1240    143
577     141
1517    196
1565    111
1519     31
1395    120
165     159
1024     33
1420    130
1114    122
1295     81
679     178
       ... 
1052    197
1016     83
1696     72
1337     60
282      92
1702    214
464     143
963     201
1596    154
1287    122
1599    108
1265    228
1534     53
118     157
276     111
472     226
768     139
632       6
1257     93
480      36
570     171
312     161
1491    227
1670    161
413     188
1273      4
600     135
869      37
1453    183
1449     84
Name: 875, dtype: int64 0.000120
1075) 504      33
815     107
296     206
348      67
261      39
811      41
192     115
11        4
658     204
1591     57
285      30
788     176
661     227
860       8
1499     35
831      87
48       27
854      46
1240     32
577     107
1517     15
1565    116
1519    255
1395     14
165     115
1024    123
1420    244
1114     74
1295    255
679      89
       ... 
1052     60
1016     87
1696     34
1337    146
282      35
1702    108
464      87
963      25
1596    244
1287     58
1599     55
1265    181
1534    174
118     176
276     130
472      80
768     136
632      50
1257    255
480     136
570     118
312     149
1491     83
1670    142
413     140
1273     31
600     102
869     255
1453    104
1449     21
Name: 644, dtype: int64 0.000120
1076) 504     135
815      94
296      64
348     206
261     188
811      53
192     125
11      122
658     105
1591     40
285     111
788      45
661     116
860      40
1499    129
831      41
48      153
854      84
1240     48
577     113
1517     90
1565    252
1519     52
1395    167
165     214
1024    157
1420     85
1114    177
1295     37
679      20
       ... 
1052    223
1016    255
1696     49
1337     83
282     147
1702    189
464     198
963     185
1596     45
1287    109
1599     34
1265     15
1534    152
118      55
276     205
472      70
768      35
632     153
1257     35
480     200
570      53
312     175
1491     35
1670    124
413      19
1273     57
600      38
869     255
1453     60
1449    232
Name: 2138, dtype: int64 0.000120
1077) 504      99
815      71
296      17
348     164
261     210
811      39
192      72
11        0
658     168
1591    255
285     144
788     118
661      94
860       0
1499    160
831      40
48      213
854     136
1240     39
577      22
1517    185
1565    167
1519    255
1395    153
165     196
1024    222
1420     49
1114    119
1295    255
679      91
       ... 
1052    137
1016     47
1696    255
1337    112
282     173
1702    127
464     161
963      48
1596     25
1287     74
1599     41
1265     34
1534    119
118      55
276     231
472      61
768     114
632     145
1257     28
480      69
570      31
312     105
1491     36
1670     29
413      28
1273    234
600      50
869      40
1453     19
1449    217
Name: 2208, dtype: int64 0.000120
1078) 504      88
815     115
296     127
348     112
261      85
811     157
192     118
11       93
658     226
1591    255
285     181
788      67
661      93
860      56
1499     85
831      64
48      229
854      95
1240    139
577     145
1517     78
1565    247
1519     75
1395     30
165     106
1024    158
1420    183
1114    236
1295    255
679     115
       ... 
1052     51
1016     44
1696    255
1337    117
282     163
1702    108
464      77
963       9
1596    156
1287    179
1599    255
1265    209
1534     90
118     172
276     109
472     171
768      34
632     192
1257    254
480     120
570      60
312      82
1491    131
1670    140
413     156
1273     42
600     185
869     255
1453     97
1449    157
Name: 460, dtype: int64 0.000120
1079) 504     209
815     226
296     217
348      81
261      80
811     112
192     178
11       70
658       5
1591     13
285      18
788     107
661      17
860     227
1499    147
831      79
48      231
854      52
1240     99
577      65
1517     94
1565    164
1519    158
1395     36
165       7
1024     58
1420    223
1114     61
1295     93
679      96
       ... 
1052    184
1016     84
1696      5
1337    232
282      37
1702    108
464     210
963      32
1596    143
1287     42
1599     83
1265     85
1534    102
118      36
276     152
472     156
768     240
632     218
1257    144
480     155
570     214
312      99
1491    193
1670    170
413     236
1273    112
600     192
869     238
1453    209
1449     47
Name: 1488, dtype: int64 0.000120
1080) 504      29
815     128
296     128
348      66
261      47
811     127
192      25
11      139
658     174
1591    255
285     163
788     198
661     167
860      39
1499     45
831     120
48       49
854     131
1240    198
577     124
1517     79
1565    241
1519     36
1395    165
165     106
1024    222
1420    136
1114    180
1295      6
679      81
       ... 
1052    127
1016      5
1696    113
1337    167
282      85
1702     71
464      23
963     174
1596    197
1287    185
1599    196
1265    200
1534    220
118     138
276     145
472      54
768      45
632     244
1257    154
480     150
570     139
312     107
1491    158
1670     92
413     192
1273     35
600     169
869     255
1453    143
1449     75
Name: 662, dtype: int64 0.000120
1081) 504     232
815     230
296      74
348     153
261      47
811      27
192       7
11      120
658      28
1591    255
285     145
788     179
661      47
860      68
1499     23
831      13
48      175
854      20
1240    205
577      96
1517     70
1565    193
1519     12
1395    164
165      36
1024    220
1420    197
1114    106
1295     20
679      72
       ... 
1052     62
1016    113
1696    131
1337     49
282      88
1702    211
464     125
963     157
1596    184
1287    137
1599    109
1265    155
1534    168
118      32
276     148
472      11
768     103
632     246
1257     87
480     110
570      11
312      52
1491    179
1670    113
413     176
1273     61
600     147
869     255
1453    185
1449    160
Name: 811, dtype: int64 0.000120
1082) 504     240
815      72
296       5
348     117
261      36
811      17
192     130
11      103
658      21
1591    255
285     132
788     133
661     177
860     100
1499    115
831     106
48      128
854     109
1240    236
577       4
1517     92
1565    255
1519     77
1395    156
165      31
1024    182
1420    175
1114     76
1295     41
679     204
       ... 
1052     64
1016    111
1696    189
1337     20
282      73
1702     83
464     119
963     188
1596    181
1287    162
1599    116
1265    153
1534     94
118      67
276     188
472      19
768      22
632     213
1257     47
480     225
570     112
312      63
1491    177
1670     76
413     136
1273     52
600     133
869     248
1453    191
1449    161
Name: 809, dtype: int64 0.000120
1083) 504     162
815     119
296      90
348       6
261     186
811       3
192      12
11       86
658      53
1591    155
285      46
788     150
661     177
860     181
1499    164
831      11
48      131
854      35
1240     13
577     199
1517     88
1565     25
1519     72
1395     73
165      13
1024     31
1420     66
1114     82
1295    131
679     104
       ... 
1052    104
1016    240
1696    255
1337    232
282      26
1702    186
464       9
963     165
1596    102
1287    100
1599    255
1265     85
1534     47
118      49
276      25
472     146
768     204
632     137
1257    122
480     120
570      16
312      73
1491    204
1670     33
413      72
1273    101
600     206
869     255
1453    141
1449    110
Name: 1669, dtype: int64 0.000120
1084) 504     231
815     171
296     215
348      98
261     131
811     183
192     130
11      255
658     233
1591    255
285     240
788      33
661     146
860      43
1499    243
831     110
48       48
854     132
1240    159
577     176
1517    204
1565    255
1519    255
1395    255
165      67
1024    187
1420    180
1114     73
1295    255
679     154
       ... 
1052    215
1016    255
1696    255
1337     48
282      27
1702    108
464     169
963     237
1596    109
1287    222
1599    255
1265    241
1534     32
118     184
276       8
472      36
768     101
632     183
1257    111
480      70
570     194
312      40
1491    167
1670    230
413     202
1273    198
600     187
869     255
1453    242
1449    181
Name: 21, dtype: int64 0.000120
1085) 504     149
815     153
296      58
348     175
261     172
811      17
192      67
11      157
658     109
1591     36
285     119
788      42
661     217
860     208
1499    207
831     178
48      153
854     154
1240     28
577      58
1517    127
1565    174
1519    255
1395    151
165     219
1024     74
1420     55
1114    204
1295    125
679      23
       ... 
1052     61
1016     79
1696     52
1337     77
282      48
1702    204
464     199
963      82
1596     85
1287     68
1599     31
1265     27
1534    244
118      40
276      15
472     167
768      48
632     193
1257    110
480     196
570      48
312     140
1491    143
1670     67
413      32
1273    102
600      52
869     228
1453     96
1449     64
Name: 2076, dtype: int64 0.000120
1086) 504       1
815      37
296     105
348     122
261       4
811      76
192      65
11       49
658       5
1591    255
285       3
788     163
661      12
860     177
1499    182
831      71
48      131
854       8
1240     51
577      20
1517    131
1565     92
1519     46
1395     49
165      36
1024     93
1420     81
1114    143
1295    154
679     208
       ... 
1052    208
1016     66
1696     17
1337    232
282      14
1702    123
464      26
963     119
1596     51
1287    146
1599     29
1265     80
1534      5
118      51
276      35
472     238
768     229
632     242
1257     63
480      77
570      36
312      73
1491    105
1670     91
413     123
1273    113
600     214
869     255
1453    210
1449     85
Name: 1579, dtype: int64 0.000120
1087) 504     130
815      46
296      34
348     212
261     209
811      60
192      81
11        0
658     121
1591    255
285     114
788      17
661     194
860      48
1499    117
831     182
48      197
854     185
1240    217
577      18
1517    221
1565    171
1519    255
1395    255
165     135
1024     26
1420     34
1114    226
1295    255
679      86
       ... 
1052    192
1016    169
1696    255
1337     79
282     195
1702    168
464      95
963      46
1596     58
1287     27
1599    104
1265     42
1534    246
118     103
276     225
472     142
768      17
632     227
1257    100
480     217
570      45
312     114
1491     82
1670    183
413      57
1273    252
600      41
869     255
1453     36
1449    217
Name: 2416, dtype: int64 0.000119
1088) 504      90
815      62
296     189
348      54
261      92
811     159
192     156
11      227
658     225
1591    255
285     171
788       8
661      38
860     250
1499    236
831     198
48        0
854      74
1240    230
577      92
1517    188
1565      0
1519    181
1395    186
165     100
1024    222
1420    159
1114    149
1295    145
679      93
       ... 
1052    249
1016     58
1696    255
1337    116
282     224
1702    108
464      68
963     166
1596    137
1287    157
1599    255
1265    189
1534     12
118     214
276      84
472      77
768     133
632      77
1257    255
480     117
570     106
312     221
1491     93
1670    216
413     150
1273    255
600     165
869     255
1453    247
1449    148
Name: 255, dtype: int64 0.000119
1089) 504     112
815      35
296      26
348     191
261     199
811      27
192      94
11        0
658     163
1591    255
285      74
788      63
661     173
860     212
1499    160
831     184
48       95
854     150
1240     14
577     108
1517    165
1565     14
1519    255
1395    141
165     214
1024    154
1420     54
1114    131
1295     54
679      46
       ... 
1052    145
1016     65
1696    249
1337     57
282     136
1702    129
464     216
963      77
1596     58
1287     46
1599     42
1265     22
1534    189
118      67
276     239
472     151
768     146
632     219
1257     86
480     195
570      45
312     117
1491     58
1670     81
413      27
1273    146
600      38
869      33
1453    118
1449    182
Name: 2110, dtype: int64 0.000119
1090) 504      47
815     142
296     132
348     153
261      51
811     127
192      13
11       96
658     155
1591    255
285     168
788     181
661      98
860      52
1499     20
831     166
48       76
854     134
1240    194
577     132
1517    208
1565    106
1519     27
1395    165
165     133
1024    145
1420     86
1114    201
1295    154
679      79
       ... 
1052    209
1016     49
1696     88
1337    193
282      78
1702    216
464     183
963      37
1596    142
1287    134
1599     87
1265    209
1534    190
118      30
276     132
472     120
768      54
632     183
1257    148
480     131
570     132
312     132
1491    211
1670    159
413     152
1273     80
600     151
869     255
1453    109
1449     73
Name: 714, dtype: int64 0.000119
1091) 504      30
815     111
296      36
348     206
261     225
811      59
192     100
11      211
658      91
1591     35
285     182
788      17
661     195
860     169
1499    117
831     191
48       31
854     151
1240    215
577     207
1517    218
1565    255
1519    255
1395    100
165     146
1024     66
1420     61
1114    232
1295    255
679      47
       ... 
1052     68
1016    157
1696    132
1337    118
282     172
1702    155
464     108
963     141
1596     50
1287    119
1599     32
1265      7
1534    104
118      28
276     211
472     154
768      15
632     214
1257    255
480     217
570      28
312     139
1491    143
1670    184
413      36
1273     55
600      41
869     255
1453     68
1449    229
Name: 2376, dtype: int64 0.000119
1092) 504      36
815     203
296     159
348     160
261      52
811     193
192      27
11       65
658      85
1591     83
285     213
788     123
661     232
860     120
1499     14
831     115
48      144
854     155
1240    167
577     165
1517    168
1565     55
1519     41
1395    127
165     173
1024     66
1420    103
1114    225
1295      9
679     181
       ... 
1052    165
1016    142
1696     18
1337    215
282      84
1702    169
464     155
963     203
1596     36
1287     43
1599     59
1265    247
1534     73
118     110
276     195
472     227
768     163
632     183
1257     26
480      43
570     152
312     135
1491    204
1670    126
413     178
1273     82
600     126
869      43
1453    167
1449     82
Name: 922, dtype: int64 0.000119
1093) 504      83
815     185
296     147
348     225
261      79
811     176
192     131
11      218
658      57
1591     15
285     162
788      96
661     128
860     180
1499     27
831     166
48      118
854     161
1240    194
577     166
1517     80
1565     31
1519     28
1395     92
165     176
1024    114
1420     79
1114     90
1295    111
679     176
       ... 
1052    173
1016    158
1696     49
1337    152
282      86
1702    200
464      85
963     201
1596     92
1287    175
1599     67
1265    175
1534    181
118     133
276      55
472     232
768     162
632     158
1257    224
480     159
570     157
312     158
1491    137
1670    140
413     171
1273    161
600      93
869      71
1453    233
1449     58
Name: 933, dtype: int64 0.000119
1094) 504     183
815      34
296       3
348     150
261     141
811       8
192      44
11       73
658      70
1591     29
285      56
788      50
661     173
860     231
1499    175
831      77
48       57
854     169
1240     95
577      21
1517    222
1565     23
1519    255
1395     96
165     182
1024     69
1420     27
1114    129
1295     76
679      37
       ... 
1052    224
1016     56
1696     44
1337    154
282      95
1702    222
464      24
963      50
1596    121
1287     76
1599    242
1265     56
1534    242
118       3
276     224
472       9
768     121
632     206
1257     27
480      91
570      69
312      89
1491     85
1670     38
413       5
1273    123
600      26
869     111
1453    177
1449     29
Name: 1931, dtype: int64 0.000119
1095) 504      41
815     200
296      52
348     214
261     216
811      65
192      88
11      232
658     116
1591    255
285     145
788      30
661     207
860     206
1499    129
831     189
48       71
854     160
1240    209
577     180
1517    172
1565    255
1519    255
1395    191
165     166
1024     70
1420     71
1114    218
1295    255
679      60
       ... 
1052     39
1016    114
1696    249
1337    121
282     163
1702    142
464     134
963     123
1596     50
1287    121
1599     15
1265     24
1534    216
118      66
276     215
472     146
768      23
632     226
1257     48
480     132
570      62
312     118
1491    123
1670    174
413      50
1273     92
600      63
869     255
1453     94
1449    240
Name: 2323, dtype: int64 0.000119
1096) 504     172
815      86
296     106
348     104
261       7
811      46
192      60
11       24
658     133
1591    255
285      30
788      67
661      84
860     129
1499     73
831     145
48       70
854      84
1240    253
577      72
1517     82
1565    241
1519     91
1395    107
165     239
1024    114
1420    163
1114    246
1295    255
679     182
       ... 
1052    106
1016    255
1696     70
1337    202
282     142
1702    167
464     163
963     144
1596    176
1287    140
1599    239
1265    168
1534    111
118      75
276     168
472     206
768     114
632     132
1257    130
480     124
570      94
312     178
1491    182
1670    105
413     114
1273     93
600      88
869       0
1453    170
1449     77
Name: 1106, dtype: int64 0.000119
1097) 504     103
815      93
296     217
348      50
261      95
811     230
192     255
11        0
658     172
1591    247
285      30
788      43
661     229
860       0
1499     44
831     184
48       81
854      88
1240     36
577      95
1517     35
1565    195
1519    255
1395     44
165      95
1024    222
1420    238
1114     79
1295    255
679      89
       ... 
1052     28
1016     52
1696    104
1337    117
282      19
1702    108
464      15
963      31
1596    235
1287    205
1599    131
1265    195
1534    215
118     255
276     132
472      55
768     208
632      38
1257    255
480     131
570     114
312     255
1491     82
1670    187
413     156
1273    255
600     107
869     255
1453    108
1449     30
Name: 495, dtype: int64 0.000119
1098) 504     167
815      93
296     176
348      73
261      98
811     165
192     137
11      255
658     242
1591    255
285     228
788      92
661      87
860     253
1499    246
831      92
48        0
854      55
1240    218
577     118
1517    197
1565      0
1519    255
1395    159
165      98
1024    222
1420    148
1114    125
1295    181
679     124
       ... 
1052    245
1016    215
1696    255
1337     49
282     207
1702    108
464     112
963      78
1596    113
1287    145
1599    255
1265    185
1534      5
118     192
276      31
472     229
768      94
632     102
1257    255
480     146
570     127
312      36
1491    150
1670    218
413     170
1273    255
600     181
869     255
1453    250
1449    155
Name: 109, dtype: int64 0.000119
1099) 504     145
815      41
296      41
348     180
261     140
811      80
192     151
11      254
658     149
1591     71
285      73
788     170
661     171
860     115
1499     68
831     210
48      139
854     151
1240    125
577      71
1517      7
1565     99
1519     76
1395    100
165     149
1024     98
1420    147
1114     16
1295    194
679      73
       ... 
1052     13
1016    255
1696    255
1337    232
282     187
1702    108
464     168
963      44
1596    137
1287     86
1599    252
1265     63
1534    144
118       6
276     127
472     151
768     186
632     217
1257    142
480     141
570      85
312      60
1491    110
1670     35
413      69
1273     95
600      31
869      39
1453    178
1449    115
Name: 1660, dtype: int64 0.000119
1100) 504     174
815     223
296     140
348     236
261      24
811      56
192      26
11      100
658      45
1591    166
285      53
788     142
661      89
860     209
1499     58
831     159
48      255
854     130
1240    133
577     106
1517     42
1565    242
1519    255
1395     83
165     224
1024    119
1420    234
1114    137
1295    109
679     176
       ... 
1052     79
1016    255
1696    255
1337    232
282     173
1702    108
464     136
963     187
1596    166
1287    207
1599    255
1265    124
1534    199
118     109
276     191
472      98
768      74
632      79
1257     24
480     113
570      93
312     174
1491    236
1670    205
413     103
1273    115
600      82
869       0
1453    130
1449     32
Name: 1293, dtype: int64 0.000119
1101) 504     247
815     170
296     139
348     246
261      25
811     166
192     162
11       54
658     222
1591     24
285     133
788     105
661     168
860     168
1499     82
831     191
48       91
854     213
1240    169
577     127
1517     46
1565     38
1519    170
1395     52
165     106
1024    222
1420    235
1114     52
1295     77
679     132
       ... 
1052     63
1016    253
1696     49
1337     75
282     179
1702    105
464     142
963     139
1596     60
1287     98
1599     78
1265    139
1534    185
118      85
276     201
472      76
768     129
632     157
1257    255
480     154
570     133
312     170
1491    151
1670    143
413     157
1273     74
600      95
869      13
1453    205
1449     72
Name: 1138, dtype: int64 0.000119
1102) 504     249
815     212
296     137
348     217
261     115
811     190
192      99
11       47
658     150
1591     30
285     154
788     116
661     149
860     133
1499     49
831     187
48      187
854     175
1240    123
577     134
1517     62
1565     52
1519     24
1395     80
165      36
1024    107
1420     92
1114     93
1295    128
679     114
       ... 
1052    202
1016    253
1696    136
1337    117
282     155
1702    185
464     155
963     198
1596     77
1287    187
1599    145
1265    137
1534     51
118     132
276     193
472     222
768     132
632     223
1257    255
480     166
570     157
312     179
1491    192
1670    150
413     198
1273     81
600     129
869     110
1453    212
1449    141
Name: 1132, dtype: int64 0.000119
1103) 504     195
815      93
296     191
348      65
261     108
811     173
192     149
11        8
658     244
1591    255
285     236
788      97
661      70
860       6
1499    247
831      31
48        0
854      83
1240    190
577     119
1517    164
1565      0
1519    255
1395    255
165      95
1024    222
1420    141
1114    154
1295    255
679     116
       ... 
1052    242
1016    255
1696    255
1337     45
282      99
1702    108
464     109
963     133
1596     60
1287    139
1599    255
1265    166
1534     19
118     188
276      42
472      81
768     103
632      99
1257    255
480     144
570     128
312      26
1491    126
1670    221
413     176
1273    255
600     173
869     255
1453    252
1449    148
Name: 9, dtype: int64 0.000119
1104) 504      93
815     255
296     239
348      62
261     255
811     255
192     255
11        0
658     209
1591    255
285     103
788     255
661     255
860       0
1499     75
831     107
48      234
854     255
1240     73
577     205
1517    224
1565      1
1519    255
1395    255
165     255
1024    222
1420     42
1114     19
1295    125
679     255
       ... 
1052    115
1016    223
1696    255
1337     90
282     255
1702    108
464     255
963     196
1596    130
1287     61
1599    255
1265     87
1534     82
118     255
276     177
472      79
768     234
632      54
1257    182
480      13
570     255
312     255
1491     19
1670    167
413     255
1273    255
600     255
869     255
1453      7
1449    240
Name: 1901, dtype: int64 0.000119
1105) 504      79
815     204
296     176
348     151
261      58
811     132
192      12
11       97
658     109
1591     73
285     225
788     176
661     162
860      81
1499     80
831     233
48       56
854     151
1240    202
577     159
1517    205
1565    108
1519     36
1395    133
165     129
1024     61
1420    127
1114    137
1295     67
679     147
       ... 
1052    157
1016    129
1696     44
1337    165
282      92
1702    220
464      85
963     144
1596    198
1287    215
1599     28
1265    236
1534     57
118     119
276      91
472      99
768     142
632     156
1257     32
480      30
570     165
312      13
1491    168
1670     23
413     189
1273     19
600     144
869      69
1453    122
1449    152
Name: 675, dtype: int64 0.000119
1106) 504     235
815     165
296     218
348     102
261     236
811     177
192     164
11        0
658     219
1591    151
285     199
788     174
661     171
860      67
1499     48
831     169
48      128
854     112
1240    138
577     169
1517    154
1565    203
1519    255
1395    255
165      59
1024    222
1420    177
1114    115
1295    255
679     152
       ... 
1052     38
1016    255
1696    145
1337     47
282      25
1702    108
464      19
963     191
1596    206
1287    163
1599    255
1265    175
1534    144
118     187
276      76
472     106
768     110
632     178
1257    255
480     161
570     191
312      40
1491     74
1670    241
413     210
1273    216
600     191
869     255
1453    234
1449    240
Name: 31, dtype: int64 0.000119
1107) 504     242
815      85
296      19
348     149
261      59
811      25
192     193
11       50
658      44
1591     88
285     240
788     201
661     234
860      45
1499    150
831     116
48       81
854     116
1240     45
577     151
1517    177
1565    122
1519    181
1395    118
165      42
1024    222
1420     63
1114    126
1295     76
679     213
       ... 
1052     86
1016     41
1696    130
1337    232
282     212
1702    202
464     212
963     125
1596     76
1287     30
1599     64
1265    141
1534    177
118      16
276     158
472     109
768     194
632      29
1257    254
480      93
570     207
312      69
1491    235
1670    114
413     234
1273     89
600     203
869      34
1453    108
1449     79
Name: 1212, dtype: int64 0.000119
1108) 504     160
815      87
296     104
348     101
261      11
811      56
192      68
11       30
658     124
1591    255
285      51
788      71
661      62
860      84
1499     72
831     132
48       90
854      84
1240    253
577      73
1517     83
1565    255
1519    114
1395    102
165     238
1024    131
1420    166
1114     54
1295    176
679     182
       ... 
1052    125
1016    255
1696     62
1337    194
282     102
1702     77
464     164
963     183
1596    126
1287    221
1599    248
1265    145
1534    179
118      93
276     149
472     148
768     137
632     127
1257    169
480     123
570      94
312     175
1491    170
1670     91
413     114
1273     88
600      85
869       0
1453    137
1449     88
Name: 1056, dtype: int64 0.000119
1109) 504     152
815      76
296      10
348      15
261     167
811      13
192      64
11       90
658      30
1591     34
285      97
788     138
661     102
860     226
1499    193
831     124
48      168
854     172
1240    164
577       3
1517    240
1565     52
1519     78
1395     34
165      12
1024     62
1420     47
1114    147
1295     86
679      78
       ... 
1052    223
1016     40
1696    128
1337    233
282      71
1702    239
464       2
963     114
1596    198
1287      8
1599    163
1265     66
1534    222
118       2
276       1
472      10
768     221
632     188
1257    148
480      74
570       9
312      51
1491    165
1670    110
413     229
1273     91
600      51
869     255
1453    185
1449     62
Name: 1828, dtype: int64 0.000119
1110) 504      51
815     192
296     162
348     226
261      38
811     194
192     132
11      201
658      69
1591      7
285     172
788      88
661     120
860     143
1499     34
831     167
48      226
854     158
1240    198
577     163
1517    103
1565     26
1519     36
1395    101
165     176
1024     97
1420     91
1114    240
1295    111
679     179
       ... 
1052    243
1016    142
1696     45
1337    133
282      88
1702    220
464     106
963     207
1596    122
1287    120
1599     69
1265    184
1534    152
118     136
276      80
472     232
768     168
632     198
1257    233
480     165
570     157
312     161
1491    111
1670     96
413     209
1273    145
600     103
869     108
1453    225
1449     77
Name: 932, dtype: int64 0.000119
1111) 504      29
815     208
296     157
348     162
261      46
811     196
192      42
11      109
658      63
1591     92
285     209
788     119
661     199
860     172
1499     14
831     105
48       91
854     166
1240    103
577     170
1517    168
1565    100
1519     39
1395    124
165     176
1024     87
1420    130
1114    137
1295     45
679     176
       ... 
1052    208
1016    252
1696     84
1337    203
282      74
1702    166
464     171
963     169
1596     92
1287    198
1599     85
1265    211
1534     41
118     147
276     221
472     233
768     160
632      11
1257    246
480      24
570     147
312     170
1491    125
1670     23
413     168
1273      4
600     129
869      62
1453    184
1449    175
Name: 974, dtype: int64 0.000119
1112) 504      50
815     170
296      38
348     209
261     217
811      80
192      98
11      196
658      77
1591     27
285     124
788      17
661     114
860     210
1499    215
831     163
48       74
854     132
1240    170
577     214
1517    125
1565    255
1519    255
1395    189
165     144
1024     31
1420     90
1114    170
1295    138
679      59
       ... 
1052     75
1016    255
1696    255
1337    115
282     179
1702    160
464     116
963     132
1596     54
1287     20
1599     20
1265     14
1534    137
118      35
276     224
472     136
768      17
632     206
1257    201
480     170
570      51
312     143
1491     25
1670    186
413      31
1273    113
600      47
869     255
1453     35
1449    241
Name: 2332, dtype: int64 0.000118
1113) 504      19
815      37
296      21
348     144
261     212
811     255
192     255
11        0
658     193
1591    255
285     139
788     133
661      36
860       0
1499    156
831      61
48        5
854      50
1240    101
577      18
1517    224
1565      0
1519    255
1395    216
165     194
1024    222
1420     62
1114     86
1295    255
679     176
       ... 
1052    129
1016     50
1696    255
1337    116
282     239
1702    135
464     134
963      38
1596     84
1287     23
1599    111
1265     25
1534    112
118     255
276     241
472      76
768     104
632      87
1257    149
480       8
570      24
312     255
1491     12
1670     36
413      18
1273    255
600      70
869     255
1453     39
1449    228
Name: 2254, dtype: int64 0.000118
1114) 504      58
815      85
296     214
348      46
261      66
811     255
192     255
11        0
658     197
1591     90
285      26
788     196
661     232
860       0
1499     36
831      95
48       34
854     255
1240     34
577     100
1517     14
1565    193
1519    255
1395    246
165      91
1024    206
1420    239
1114     81
1295    255
679      78
       ... 
1052     35
1016     81
1696     56
1337    102
282      65
1702    108
464     111
963      20
1596    222
1287    243
1599     66
1265    163
1534    135
118     255
276     124
472      73
768     111
632      33
1257    255
480     130
570     101
312     255
1491     79
1670    181
413     120
1273    226
600      85
869     255
1453    111
1449     31
Name: 646, dtype: int64 0.000118
1115) 504     121
815     148
296     210
348     103
261      73
811     145
192     138
11        1
658     186
1591     37
285     180
788      91
661     116
860      45
1499     72
831     242
48       96
854      89
1240     75
577     139
1517    123
1565     35
1519    255
1395     88
165      82
1024    147
1420    212
1114     64
1295    255
679     127
       ... 
1052     47
1016    255
1696     50
1337    207
282      55
1702    109
464     132
963     186
1596    148
1287     90
1599     67
1265    195
1534    182
118     150
276      37
472     200
768     154
632      99
1257    255
480     167
570     176
312      62
1491    185
1670    152
413     174
1273     82
600     124
869      18
1453     56
1449    218
Name: 337, dtype: int64 0.000118
1116) 504     152
815     106
296      71
348     146
261     198
811     255
192     255
11        1
658      61
1591    202
285     131
788      74
661      51
860       7
1499      0
831      88
48        0
854     255
1240    138
577     210
1517     91
1565      0
1519    108
1395    254
165     124
1024    222
1420     48
1114     70
1295    100
679      62
       ... 
1052    210
1016    255
1696     44
1337    114
282     192
1702    148
464     178
963     173
1596    116
1287    109
1599    146
1265     59
1534    130
118     255
276     195
472      83
768      34
632      39
1257    178
480      10
570      35
312     255
1491     12
1670    186
413      18
1273    255
600      43
869     255
1453      9
1449    253
Name: 2296, dtype: int64 0.000118
1117) 504     114
815     165
296     143
348     137
261      90
811     135
192      17
11       99
658     206
1591    157
285     185
788     148
661     116
860     169
1499    101
831     242
48      160
854     129
1240    165
577     141
1517    196
1565    104
1519     32
1395    161
165     129
1024     57
1420     61
1114    206
1295     11
679      92
       ... 
1052     25
1016     61
1696     41
1337    146
282      97
1702    232
464     126
963     195
1596    181
1287    206
1599    119
1265    221
1534    152
118     173
276     135
472      90
768     181
632     183
1257     25
480     153
570     181
312      25
1491    206
1670    153
413     181
1273     74
600     164
869     255
1453     61
1449    136
Name: 617, dtype: int64 0.000118
1118) 504     106
815     114
296     214
348      72
261      72
811     123
192     139
11        0
658     154
1591    161
285      27
788      38
661     187
860       9
1499     66
831     244
48       54
854      84
1240    112
577     125
1517     46
1565     75
1519    255
1395     69
165     100
1024    182
1420    215
1114    234
1295    255
679     103
       ... 
1052     32
1016    149
1696     35
1337    112
282      30
1702    108
464     201
963      98
1596     74
1287     32
1599    155
1265    202
1534    221
118     177
276     129
472     166
768     200
632      61
1257    255
480     160
570     130
312      62
1491    163
1670    239
413     134
1273    178
600     128
869     121
1453     58
1449     17
Name: 442, dtype: int64 0.000118
1119) 504      14
815     114
296     191
348      86
261      30
811     178
192     205
11       27
658     105
1591     79
285      22
788      73
661     193
860     202
1499     43
831     151
48      106
854      53
1240    123
577      96
1517     11
1565     83
1519    255
1395     39
165     208
1024    164
1420    235
1114     70
1295    163
679     162
       ... 
1052     57
1016     81
1696    135
1337     60
282     126
1702     95
464      80
963      84
1596    193
1287     61
1599    189
1265    140
1534     34
118     176
276      87
472     217
768      90
632      50
1257     63
480     131
570     106
312     174
1491    115
1670    145
413     125
1273     97
600      82
869     255
1453    134
1449     22
Name: 894, dtype: int64 0.000118
1120) 504      19
815     141
296     156
348     242
261      59
811     193
192     121
11       44
658      78
1591     58
285      52
788      88
661     143
860     135
1499    144
831     195
48      230
854     151
1240     76
577     126
1517     59
1565     74
1519    255
1395     58
165     196
1024    218
1420    237
1114    222
1295     87
679     177
       ... 
1052     91
1016    168
1696    149
1337     95
282     118
1702    109
464      75
963     151
1596    201
1287    101
1599    112
1265    126
1534    119
118     118
276      52
472     182
768     187
632     108
1257    153
480     145
570     113
312     147
1491    107
1670     92
413     137
1273     89
600      88
869      20
1453    187
1449      3
Name: 990, dtype: int64 0.000118
1121) 504     102
815      35
296      21
348     132
261     204
811     255
192     255
11        0
658     180
1591    255
285     147
788      96
661      43
860       0
1499    177
831      86
48        5
854      54
1240     93
577      30
1517    245
1565    158
1519    255
1395    202
165     226
1024    222
1420     58
1114     82
1295    126
679     165
       ... 
1052    139
1016     56
1696    255
1337     94
282     233
1702    108
464     215
963      42
1596     83
1287     87
1599    204
1265     33
1534     43
118     255
276     241
472      37
768      70
632      98
1257     58
480     192
570      55
312     255
1491     10
1670     25
413      26
1273    236
600     148
869     255
1453     11
1449    166
Name: 2004, dtype: int64 0.000118
1122) 504      29
815     130
296     155
348     235
261      43
811     171
192     154
11      114
658      55
1591    238
285      48
788      83
661      92
860     238
1499     71
831     162
48      255
854      85
1240     54
577      90
1517     61
1565    160
1519    255
1395    123
165     218
1024    186
1420    247
1114    122
1295    120
679      91
       ... 
1052      2
1016    255
1696    255
1337    201
282     155
1702    108
464      87
963     118
1596     80
1287     77
1599    147
1265    136
1534    129
118     168
276     195
472      48
768      86
632      70
1257     67
480     135
570      93
312     186
1491    224
1670    171
413     124
1273     68
600      76
869       0
1453     72
1449     23
Name: 1144, dtype: int64 0.000118
1123) 504     179
815     189
296     255
348      36
261      86
811     255
192     255
11      158
658      58
1591    255
285      33
788     255
661      48
860     110
1499     95
831     156
48      235
854     255
1240    135
577     255
1517     49
1565    255
1519    255
1395    255
165     181
1024    209
1420    250
1114    154
1295    141
679     255
       ... 
1052      7
1016    255
1696    255
1337     48
282     248
1702    108
464     133
963     209
1596    173
1287    182
1599    255
1265    124
1534    183
118     255
276     218
472     104
768     250
632      22
1257     53
480      96
570     255
312     255
1491    105
1670    241
413      90
1273    207
600     255
869     192
1453    145
1449     51
Name: 1249, dtype: int64 0.000118
1124) 504      97
815     255
296     255
348      47
261     255
811     255
192     255
11      255
658     247
1591    184
285      55
788     255
661     255
860       0
1499    206
831     190
48      107
854     255
1240     79
577     255
1517    110
1565    249
1519    255
1395    255
165     255
1024    222
1420    119
1114    119
1295    255
679     255
       ... 
1052     75
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     168
1596    175
1287    185
1599    255
1265    104
1534    240
118     255
276     182
472      80
768     255
632      60
1257    255
480     255
570     255
312     255
1491    102
1670    188
413     255
1273    205
600     255
869      88
1453    175
1449     50
Name: 1550, dtype: int64 0.000118
1125) 504     184
815      40
296      62
348     217
261     185
811      55
192      61
11        0
658     103
1591    255
285     136
788      19
661     184
860     171
1499    108
831     180
48      199
854     170
1240     79
577      66
1517    207
1565    255
1519    255
1395    255
165     121
1024    207
1420     45
1114    209
1295    255
679     117
       ... 
1052    187
1016    249
1696    255
1337     34
282     162
1702    157
464      82
963     128
1596    232
1287    114
1599    114
1265     49
1534    196
118      71
276     207
472     148
768      15
632     227
1257     87
480     207
570      47
312     189
1491     91
1670    196
413      63
1273    255
600      67
869     255
1453     40
1449    197
Name: 2469, dtype: int64 0.000118
1126) 504      62
815      67
296      67
348     174
261     212
811      70
192     114
11        1
658      78
1591     51
285     183
788       8
661      69
860       4
1499      2
831     197
48        0
854      38
1240    154
577     206
1517    144
1565      0
1519    112
1395    154
165     123
1024    222
1420     13
1114    202
1295     38
679      71
       ... 
1052    223
1016    255
1696    255
1337    118
282     135
1702    147
464     205
963     168
1596     45
1287     27
1599     90
1265     36
1534    134
118     109
276     228
472     120
768      10
632      65
1257    226
480     218
570      20
312     115
1491     32
1670    144
413      14
1273    255
600      41
869     255
1453     14
1449    222
Name: 2393, dtype: int64 0.000118
1127) 504     132
815      95
296      57
348     148
261      11
811     105
192     128
11      255
658     163
1591     84
285      64
788     176
661     117
860      98
1499    166
831     211
48       90
854     145
1240    128
577      71
1517    211
1565     95
1519    166
1395    104
165     205
1024     78
1420    147
1114    193
1295    255
679      68
       ... 
1052    102
1016    255
1696    255
1337    232
282     192
1702    108
464     205
963     197
1596    108
1287    113
1599    122
1265     96
1534    234
118      61
276      62
472     113
768     190
632     222
1257     47
480     225
570      85
312      36
1491     82
1670     55
413      72
1273    116
600      77
869      18
1453    178
1449     46
Name: 1608, dtype: int64 0.000118
1128) 504     208
815      65
296      73
348      13
261     184
811      83
192     158
11       43
658     109
1591     81
285     252
788     210
661      12
860      65
1499    164
831     121
48      125
854     196
1240    128
577     228
1517      1
1565    115
1519    255
1395    104
165      11
1024     51
1420     15
1114    106
1295    222
679     209
       ... 
1052    158
1016     57
1696    255
1337    232
282      14
1702    169
464     203
963     141
1596    117
1287     83
1599    214
1265    110
1534     52
118      11
276      56
472     239
768     233
632     175
1257     69
480     114
570      69
312      59
1491    248
1670     28
413     230
1273    141
600     215
869      49
1453    104
1449    126
Name: 1413, dtype: int64 0.000117
1129) 504      15
815     143
296     131
348     162
261      40
811     197
192      35
11       62
658      15
1591    168
285     178
788     210
661      61
860     172
1499     24
831      69
48       94
854      16
1240     90
577     151
1517    130
1565     81
1519     22
1395    131
165     182
1024     48
1420     48
1114    171
1295     13
679      26
       ... 
1052    110
1016    104
1696     51
1337    203
282      65
1702    181
464     141
963     187
1596    115
1287     99
1599    141
1265    177
1534    145
118     114
276     165
472     228
768     172
632     206
1257     61
480      32
570     151
312     170
1491    161
1670     78
413     171
1273     10
600     126
869      91
1453    119
1449     82
Name: 968, dtype: int64 0.000113
1130) 504     194
815     153
296      11
348     217
261      23
811     196
192     170
11       74
658      81
1591     80
285     166
788     209
661     147
860     157
1499     50
831     237
48      152
854     185
1240     47
577     143
1517    237
1565     78
1519      3
1395    121
165     171
1024     52
1420     68
1114     89
1295     14
679      23
       ... 
1052     99
1016     11
1696     50
1337    201
282      86
1702    222
464      33
963     210
1596    134
1287     23
1599     39
1265    152
1534     85
118      58
276     131
472     219
768     141
632     243
1257    255
480     167
570     153
312     173
1491    247
1670    118
413     140
1273    152
600     122
869      39
1453    107
1449    182
Name: 1116, dtype: int64 0.000112
1131) 504     105
815     201
296      54
348     212
261     205
811      61
192      68
11      203
658     126
1591    255
285     117
788      52
661     210
860     214
1499    137
831     147
48       99
854     177
1240     13
577     208
1517    160
1565    223
1519    255
1395    181
165     184
1024     56
1420     93
1114    220
1295    175
679      56
       ... 
1052     38
1016     24
1696    234
1337    115
282     184
1702    115
464     161
963     184
1596     56
1287     94
1599     23
1265     32
1534    241
118      94
276     215
472     126
768      85
632     227
1257     23
480      10
570      37
312     127
1491    154
1670    126
413      47
1273    140
600      54
869     255
1453    115
1449    243
Name: 2272, dtype: int64 0.000110
1132) 504     140
815     163
296      67
348     193
261     145
811      18
192      45
11       84
658     185
1591    255
285      92
788      66
661     200
860     226
1499    137
831      84
48       98
854     194
1240    198
577      33
1517    171
1565     84
1519    255
1395    151
165     225
1024     63
1420     17
1114    153
1295    132
679      15
       ... 
1052     31
1016     22
1696    255
1337    104
282      66
1702    239
464      18
963     226
1596     88
1287    160
1599    120
1265     79
1534     21
118      83
276     216
472      52
768      51
632     206
1257    124
480     120
570      34
312       5
1491    114
1670     62
413      40
1273    145
600      27
869     255
1453     83
1449    101
Name: 1968, dtype: int64 0.000079
1133) 504     239
815      49
296     117
348     146
261      78
811      18
192      32
11       83
658      24
1591    160
285     180
788     155
661     113
860      61
1499     82
831       2
48       83
854      57
1240    210
577      66
1517    162
1565    105
1519     56
1395    149
165      40
1024    222
1420    182
1114     76
1295     23
679     212
       ... 
1052     65
1016     34
1696     46
1337    202
282     113
1702    224
464      60
963     165
1596    141
1287    209
1599    254
1265    142
1534    211
118     102
276     109
472     152
768     212
632     209
1257     79
480     241
570      11
312      72
1491    163
1670     42
413     179
1273    110
600     142
869     255
1453    180
1449    124
Name: 961, dtype: int64 0.000077
1134) 504     166
815      87
296      29
348     193
261     180
811      31
192      74
11      205
658     184
1591    255
285     103
788      89
661     189
860      39
1499    151
831      99
48      155
854     194
1240    204
577      19
1517    240
1565     89
1519    255
1395    145
165     218
1024     17
1420     77
1114    157
1295    125
679      24
       ... 
1052     23
1016    149
1696    255
1337    119
282     103
1702    225
464      35
963     136
1596    151
1287    149
1599     22
1265     71
1534     36
118      74
276     242
472     108
768      75
632     227
1257     65
480     205
570      40
312      77
1491     90
1670     58
413      42
1273    109
600      40
869     255
1453     67
1449    104
Name: 2015, dtype: int64 0.000074
1135) 504      65
815     255
296     238
348      75
261     255
811     255
192     255
11        0
658     219
1591    255
285     168
788     255
661     255
860       0
1499    117
831      78
48        0
854     255
1240    102
577     202
1517    135
1565      0
1519    255
1395    255
165     255
1024    222
1420     32
1114    107
1295    255
679     255
       ... 
1052    124
1016    201
1696    255
1337    107
282     255
1702    139
464     255
963      55
1596    110
1287     16
1599    147
1265     11
1534    111
118     255
276     245
472      70
768     227
632      57
1257    255
480     206
570     255
312     255
1491     34
1670    132
413     255
1273    255
600     255
869     255
1453     85
1449    253
Name: 2351, dtype: int64 0.000054
1136) 504     116
815     203
296      59
348     205
261     195
811      74
192      95
11      193
658     110
1591     29
285      94
788      49
661     199
860     226
1499    124
831     136
48       20
854     151
1240     59
577     214
1517    166
1565    255
1519    255
1395    180
165     173
1024     28
1420     90
1114    237
1295    138
679      50
       ... 
1052     50
1016     28
1696     57
1337    114
282     169
1702    125
464     153
963     165
1596     67
1287    137
1599     22
1265     18
1534    183
118      35
276     137
472     125
768      47
632     227
1257    252
480       9
570      47
312     117
1491    145
1670    140
413      21
1273    135
600      66
869     255
1453    110
1449    251
Name: 2276, dtype: int64 0.000054
1137) 504      48
815      60
296     163
348      58
261      45
811     255
192     255
11      178
658     211
1591    255
285     129
788     145
661      33
860     114
1499    230
831     146
48        0
854      45
1240    136
577      90
1517    117
1565    191
1519    227
1395     18
165     120
1024    222
1420    171
1114    181
1295     60
679     188
       ... 
1052     28
1016     47
1696    255
1337     70
282     228
1702    108
464      91
963     194
1596    154
1287    174
1599    144
1265    206
1534     80
118     255
276     164
472     212
768     154
632      79
1257     42
480     102
570      88
312     255
1491     83
1670    186
413     153
1273    166
600     125
869       5
1453    229
1449    119
Name: 554, dtype: int64 0.000000
1138) 504      39
815      71
296     154
348      74
261      36
811     135
192     157
11      140
658     207
1591    255
285     162
788      95
661      39
860     143
1499    227
831     202
48        0
854      69
1240    143
577      88
1517    142
1565    213
1519    200
1395     18
165     119
1024    188
1420    179
1114    191
1295     46
679      78
       ... 
1052     21
1016     85
1696    255
1337    118
282      57
1702    108
464      95
963     168
1596    134
1287    193
1599    201
1265    192
1534     78
118     158
276     156
472     124
768      88
632      87
1257     23
480     113
570      95
312     226
1491    121
1670    114
413     135
1273     25
600     116
869      63
1453    220
1449    106
Name: 555, dtype: int64 0.000000
1139) 504      45
815      58
296     172
348      54
261     174
811     255
192     255
11      182
658     215
1591    255
285     151
788     255
661      37
860     119
1499    228
831     200
48        0
854      34
1240    134
577      83
1517    185
1565    215
1519    255
1395    237
165     121
1024    222
1420    150
1114    167
1295    135
679     255
       ... 
1052     21
1016    155
1696    255
1337    109
282     255
1702    108
464     142
963     123
1596    131
1287    152
1599    117
1265    210
1534    100
118     255
276     166
472     224
768     150
632      67
1257    113
480      99
570     245
312     255
1491     84
1670    214
413     132
1273    199
600     138
869       9
1453    234
1449    122
Name: 553, dtype: int64 0.000000
1140) 504      56
815     146
296      62
348     101
261     255
811     255
192     255
11        0
658     200
1591    255
285     165
788     255
661     255
860       0
1499    133
831      77
48        0
854     199
1240     96
577      20
1517    211
1565      0
1519    255
1395    255
165     239
1024    222
1420     29
1114     37
1295    255
679     255
       ... 
1052    121
1016     32
1696    255
1337     70
282     255
1702    130
464     255
963     139
1596    127
1287     29
1599    162
1265     26
1534    174
118     255
276     241
472      71
768     137
632      75
1257     67
480      72
570     255
312     255
1491      7
1670     66
413       3
1273    255
600     255
869     255
1453     27
1449    209
Name: 2202, dtype: int64 0.000000
1141) 504      18
815     255
296     245
348      37
261     255
811     255
192     255
11      130
658     228
1591    255
285     138
788     255
661     255
860     123
1499    226
831      61
48        0
854     255
1240    154
577     220
1517    144
1565      4
1519    255
1395    255
165     255
1024    222
1420    155
1114    225
1295    157
679     255
       ... 
1052     21
1016    255
1696    255
1337    119
282     255
1702    108
464     255
963      41
1596    141
1287    141
1599    163
1265    207
1534     72
118     255
276     130
472     203
768     231
632      45
1257    102
480      92
570     255
312     255
1491    181
1670    209
413     255
1273    254
600     255
869      97
1453    241
1449    130
Name: 551, dtype: int64 0.000000
1142) 504      79
815      76
296     139
348      67
261      19
811     135
192     149
11      100
658     208
1591    255
285     138
788     127
661      50
860     133
1499    178
831     196
48        0
854      69
1240    133
577      90
1517    144
1565    215
1519    142
1395    153
165     119
1024    173
1420    174
1114    226
1295     44
679      90
       ... 
1052     44
1016    170
1696    255
1337     79
282      63
1702    108
464     110
963     161
1596     55
1287    218
1599    254
1265    194
1534     71
118      49
276     144
472     126
768     153
632     106
1257    212
480     129
570     101
312     108
1491    146
1670     46
413     136
1273     72
600     149
869     169
1453    209
1449     93
Name: 556, dtype: int64 0.000000
1143) 504      63
815      87
296     130
348      97
261      22
811     140
192     149
11      101
658     207
1591    255
285     116
788     156
661      68
860     128
1499    156
831     220
48        3
854      84
1240    142
577      94
1517    149
1565    255
1519     51
1395    179
165     119
1024     89
1420    169
1114    211
1295     45
679     170
       ... 
1052     92
1016    141
1696    255
1337     84
282      68
1702    108
464     122
963     119
1596    198
1287    209
1599    255
1265    211
1534     65
118      33
276     108
472     126
768       6
632     107
1257    231
480     235
570     109
312      51
1491    140
1670     58
413     157
1273     62
600     199
869     255
1453    167
1449     88
Name: 557, dtype: int64 0.000000
1144) 504      74
815      99
296     128
348     119
261      41
811      20
192     158
11       99
658     145
1591    255
285     152
788     187
661     204
860     152
1499    113
831     122
48      179
854      87
1240    137
577     107
1517    133
1565    255
1519     22
1395    194
165     113
1024    107
1420    171
1114    218
1295     46
679     205
       ... 
1052     79
1016     43
1696    255
1337    103
282      80
1702    108
464     151
963       7
1596    158
1287    169
1599    255
1265    213
1534    182
118      29
276      82
472      22
768      96
632     145
1257    237
480     234
570     117
312      64
1491    145
1670     43
413     228
1273     50
600     200
869     255
1453    135
1449     88
Name: 558, dtype: int64 0.000000
1145) 504     177
815     255
296     238
348      59
261     255
811     255
192     255
11        0
658     218
1591    255
285     171
788     255
661     255
860       0
1499    143
831      14
48        0
854     255
1240    103
577     197
1517    224
1565      0
1519    255
1395    255
165     255
1024    222
1420      5
1114     91
1295    255
679     255
       ... 
1052    123
1016    255
1696    255
1337     35
282     255
1702    151
464     255
963     165
1596    103
1287     21
1599    255
1265     33
1534    168
118     255
276     218
472      63
768     232
632      48
1257    255
480     208
570     255
312     255
1491     22
1670    185
413     255
1273    255
600     255
869     255
1453    151
1449    253
Name: 2451, dtype: int64 0.000000
1146) 504      70
815      47
296      32
348     158
261     211
811     255
192     255
11        0
658     186
1591    255
285     149
788     146
661      39
860       0
1499    156
831     117
48      102
854      53
1240    103
577      22
1517    170
1565      2
1519    255
1395    250
165     197
1024    222
1420     54
1114     67
1295    255
679     178
       ... 
1052    125
1016     39
1696    255
1337     72
282     238
1702    128
464     156
963      47
1596     93
1287     15
1599    158
1265     32
1534    214
118     255
276     237
472      64
768     143
632      90
1257     66
480      75
570      20
312     255
1491     12
1670     37
413      13
1273    255
600      50
869     255
1453     27
1449    217
Name: 2204, dtype: int64 0.000000
1147) 504      89
815      35
296     121
348     126
261      52
811      18
192     109
11      113
658      72
1591    255
285     161
788     203
661      92
860      79
1499     79
831      13
48      225
854      18
1240    173
577      36
1517    110
1565    255
1519     24
1395    186
165     112
1024    142
1420    178
1114    217
1295     59
679     101
       ... 
1052     89
1016    157
1696    255
1337     71
282     102
1702    108
464     174
963      11
1596    170
1287    210
1599    255
1265    222
1534    171
118      23
276      68
472      17
768     136
632     152
1257    233
480     207
570      51
312      53
1491    123
1670     23
413     230
1273     37
600     153
869     255
1453    117
1449     97
Name: 559, dtype: int64 0.000000
1148) 504     167
815     115
296     184
348      93
261     119
811     175
192     144
11      255
658     246
1591    255
285     236
788      67
661     152
860     166
1499    246
831      99
48        0
854      84
1240    158
577     140
1517    152
1565      0
1519    255
1395    228
165      82
1024    222
1420    165
1114     85
1295    255
679     128
       ... 
1052     20
1016    255
1696    255
1337     42
282      93
1702    108
464     137
963     197
1596    183
1287    169
1599    255
1265    195
1534     29
118     187
276      25
472      16
768      99
632     128
1257    255
480     152
570     142
312      33
1491    189
1670    233
413     184
1273    254
600     170
869     255
1453    249
1449    155
Name: 62, dtype: int64 0.000000
1149) 504      72
815      54
296      31
348     172
261     209
811      39
192      80
11        0
658     176
1591    255
285     155
788     109
661      55
860       0
1499    166
831      76
48      253
854     139
1240    103
577      22
1517     70
1565    187
1519    255
1395    137
165     196
1024    222
1420     48
1114    105
1295    255
679      97
       ... 
1052    131
1016     51
1696    255
1337     66
282     196
1702    128
464     165
963      43
1596     42
1287     42
1599     45
1265     29
1534    143
118      67
276     231
472      69
768     111
632     113
1257    146
480      69
570      26
312     106
1491     17
1670     17
413      53
1273    255
600      40
869      84
1453     26
1449    212
Name: 2206, dtype: int64 0.000000
1150) 504     163
815     189
296     211
348     100
261     156
811     172
192     130
11      255
658     183
1591     99
285     231
788     128
661     171
860      74
1499    104
831     125
48      248
854     106
1240    146
577     172
1517    145
1565    143
1519    255
1395    101
165      70
1024    122
1420    190
1114     83
1295    255
679     152
       ... 
1052    179
1016    255
1696     36
1337     59
282     113
1702    125
464      41
963     170
1596    221
1287    139
1599    142
1265    226
1534     59
118     188
276      68
472      11
768      92
632     157
1257    255
480      70
570     194
312       7
1491     79
1670    135
413     207
1273     79
600     179
869     255
1453    177
1449    216
Name: 178, dtype: int64 0.000000
1151) 504      93
815      90
296     218
348      41
261      90
811     255
192     255
11        0
658     174
1591    202
285      27
788     139
661     231
860       0
1499     19
831     179
48       53
854     255
1240    112
577      97
1517     29
1565    198
1519    255
1395    226
165      89
1024    222
1420    228
1114     86
1295    255
679      86
       ... 
1052     34
1016     43
1696     91
1337    109
282      29
1702    108
464     115
963      35
1596    221
1287    232
1599    170
1265    163
1534    209
118     255
276     103
472      70
768     163
632      31
1257    255
480     133
570      98
312     255
1491    124
1670    240
413     134
1273    240
600     106
869     255
1453    140
1449     22
Name: 546, dtype: int64 0.000000
1152) 504     128
815      66
296      44
348     190
261     207
811      41
192      74
11        0
658     153
1591    255
285     109
788     156
661     171
860     220
1499    152
831      45
48       72
854     175
1240     14
577      42
1517    124
1565     13
1519    255
1395    171
165     189
1024    128
1420     86
1114    115
1295    255
679      73
       ... 
1052    140
1016     52
1696    255
1337     71
282     187
1702    121
464     184
963      45
1596     66
1287     31
1599     37
1265     29
1534    188
118      80
276     221
472      64
768     124
632     223
1257     43
480      69
570      36
312     111
1491     81
1670     97
413      41
1273    220
600     106
869     163
1453    100
1449    191
Name: 2211, dtype: int64 0.000000
1153) 504      63
815     184
296     187
348     132
261     109
811     136
192      81
11      255
658     192
1591     81
285     186
788     115
661     143
860      68
1499    106
831     114
48      235
854     132
1240    160
577     163
1517    113
1565    103
1519    231
1395     23
165      96
1024    212
1420    134
1114     59
1295     40
679     127
       ... 
1052    174
1016     47
1696      5
1337    112
282      41
1702    188
464     117
963     144
1596    243
1287    219
1599     58
1265    220
1534     94
118     154
276     108
472      74
768     201
632     157
1257    185
480     159
570     173
312     103
1491     49
1670     64
413     206
1273     69
600     128
869       9
1453     68
1449    144
Name: 533, dtype: int64 0.000000
1154) 504     133
815      87
296      23
348     212
261     205
811      44
192      75
11        0
658     144
1591    255
285     115
788     130
661     184
860     100
1499    145
831      46
48      201
854     185
1240     14
577      30
1517     85
1565     13
1519    255
1395    172
165     194
1024     29
1420     57
1114    135
1295    255
679      58
       ... 
1052    145
1016     33
1696    255
1337     71
282     180
1702     89
464     200
963     117
1596     21
1287     41
1599     34
1265     30
1534    135
118      85
276     219
472      93
768     148
632     225
1257     33
480      66
570      41
312     113
1491     29
1670     93
413      48
1273    137
600      70
869     255
1453     68
1449    222
Name: 2213, dtype: int64 0.000000
1155) 504      86
815     167
296     179
348     135
261      90
811     130
192      30
11      255
658     205
1591     71
285     169
788     115
661     152
860     154
1499    104
831      30
48      226
854     151
1240    157
577     143
1517     85
1565     69
1519    255
1395     55
165      86
1024    189
1420    225
1114     59
1295     30
679     127
       ... 
1052     87
1016     46
1696      7
1337    112
282      34
1702    237
464      80
963     203
1596    194
1287    185
1599     73
1265    220
1534    209
118     149
276     105
472      81
768     197
632     126
1257    255
480      95
570     157
312      98
1491     56
1670    194
413     176
1273    107
600     132
869      17
1453     76
1449    112
Name: 535, dtype: int64 0.000000
1156) 504     208
815     134
296     194
348      92
261     174
811     182
192     137
11      255
658     248
1591    255
285     237
788      89
661     152
860     158
1499    246
831      98
48       14
854     106
1240    160
577     149
1517    162
1565      1
1519    255
1395    217
165      76
1024    222
1420    159
1114    199
1295    255
679     135
       ... 
1052    152
1016    255
1696    255
1337     42
282      68
1702    108
464      70
963     190
1596    184
1287    157
1599    255
1265    207
1534     19
118     190
276      14
472      10
768      76
632     176
1257    255
480     157
570     169
312      35
1491    205
1670    234
413     190
1273    253
600     187
869     255
1453    245
1449    149
Name: 65, dtype: int64 0.000000
1157) 504      78
815     157
296     188
348     110
261     101
811     127
192      52
11      255
658     190
1591     70
285     157
788     118
661     125
860     251
1499     55
831     190
48       48
854     132
1240    106
577     151
1517     44
1565     90
1519    255
1395      7
165     107
1024    100
1420    226
1114     65
1295     78
679     122
       ... 
1052     94
1016     51
1696     16
1337    107
282      18
1702    215
464      27
963     206
1596    206
1287     73
1599     73
1265    214
1534    218
118     147
276      98
472     112
768     193
632     115
1257    255
480     163
570     143
312      95
1491    157
1670    145
413     169
1273     59
600     114
869     148
1453     90
1449    122
Name: 537, dtype: int64 0.000000
1158) 504     107
815      65
296      33
348     216
261     210
811      41
192      73
11        0
658     148
1591    255
285     130
788     132
661     185
860     223
1499    154
831      45
48       84
854     178
1240     14
577      44
1517    118
1565     13
1519    255
1395    172
165     173
1024     29
1420     65
1114    104
1295    255
679      75
       ... 
1052    142
1016     39
1696    255
1337     67
282     172
1702    124
464     187
963      75
1596     24
1287     22
1599     36
1265     29
1534    219
118      85
276     226
472      81
768     132
632     227
1257    110
480      66
570      40
312     114
1491     43
1670     96
413      39
1273    188
600      89
869     255
1453    100
1449    212
Name: 2212, dtype: int64 0.000000
1159) 504      79
815     135
296     203
348      89
261      46
811     121
192     119
11      135
658     201
1591     83
285      52
788     120
661     176
860      64
1499     57
831     178
48       98
854     106
1240     39
577     126
1517     46
1565     36
1519    255
1395     90
165     104
1024     84
1420    220
1114     72
1295    255
679     111
       ... 
1052     43
1016     32
1696     18
1337     66
282      32
1702    106
464      25
963     149
1596    115
1287     77
1599     67
1265    212
1534    206
118     157
276      78
472      91
768      80
632      94
1257    161
480     157
570     135
312      85
1491    178
1670    157
413     156
1273     83
600      97
869      41
1453     93
1449     13
Name: 540, dtype: int64 0.000000
1160) 504      86
815      94
296     213
348      46
261      84
811     243
192     255
11        0
658     188
1591    203
285      37
788      99
661     230
860       0
1499     18
831     171
48       72
854      88
1240     52
577     100
1517     29
1565    227
1519    255
1395     38
165      96
1024    222
1420    235
1114     81
1295    255
679      88
       ... 
1052     16
1016     43
1696     73
1337    112
282      28
1702    108
464      45
963      31
1596    238
1287    127
1599    129
1265    187
1534    222
118     255
276      97
472      65
768     169
632      38
1257    255
480     129
570     110
312     255
1491    100
1670    187
413     131
1273    221
600     121
869     255
1453     97
1449     23
Name: 545, dtype: int64 0.000000
1161) 504      80
815     128
296     203
348      77
261      23
811     119
192      68
11        2
658     203
1591     87
285      65
788     109
661     214
860     192
1499     29
831     190
48       88
854     107
1240     75
577     106
1517     51
1565     47
1519    255
1395     43
165     108
1024     58
1420    225
1114    187
1295    255
679     103
       ... 
1052    145
1016     38
1696     52
1337    112
282      30
1702     96
464     101
963      22
1596     79
1287     38
1599     73
1265    210
1534    222
118     163
276      72
472      71
768     156
632      75
1257    181
480     146
570     118
312      80
1491    169
1670    130
413     125
1273     74
600     113
869      38
1453     83
1449     14
Name: 541, dtype: int64 0.000000
1162) 504     178
815     127
296     189
348      98
261     157
811     177
192     136
11      255
658     249
1591    255
285     234
788     171
661     169
860     100
1499    243
831      68
48        1
854     106
1240    159
577     149
1517    156
1565      0
1519    255
1395    213
165      73
1024    222
1420    162
1114     84
1295    255
679     140
       ... 
1052     29
1016    255
1696    255
1337     42
282      86
1702    108
464      99
963     202
1596    219
1287    170
1599    255
1265    214
1534      2
118     187
276      38
472      18
768      90
632     163
1257    255
480     133
570     152
312      37
1491    199
1670    235
413     203
1273    254
600     176
869     255
1453    246
1449    145
Name: 64, dtype: int64 0.000000
1163) 504     108
815      54
296      26
348     196
261     210
811      40
192      66
11        0
658     160
1591    255
285     133
788     147
661     148
860     211
1499    160
831      43
48       95
854     154
1240     13
577      38
1517    137
1565     28
1519    255
1395    162
165     182
1024    216
1420     88
1114    123
1295    255
679      79
       ... 
1052    141
1016     55
1696    255
1337     72
282     182
1702    128
464     177
963      81
1596     39
1287     28
1599     38
1265     30
1534    166
118      92
276     230
472      56
768     137
632     200
1257    111
480      68
570      37
312     107
1491     61
1670     99
413      35
1273    221
600      54
869      31
1453     57
1449    200
Name: 2210, dtype: int64 0.000000
1164) 504     161
815     255
296     255
348      60
261     255
811     255
192     255
11        0
658     248
1591    255
285     190
788     255
661     255
860       0
1499     48
831      13
48        0
854     255
1240    145
577     255
1517    144
1565      0
1519    255
1395    255
165     255
1024    222
1420      7
1114    119
1295    255
679     255
       ... 
1052    115
1016    255
1696    255
1337     37
282     255
1702    151
464     255
963     117
1596    121
1287     21
1599    255
1265     33
1534      5
118     255
276     230
472      64
768     255
632      39
1257    255
480     255
570     255
312     255
1491     57
1670    186
413     255
1273    255
600     255
869     255
1453    157
1449    253
Name: 2450, dtype: int64 0.000000
1165) 504      75
815     106
296     215
348      62
261      72
811      93
192     182
11        0
658     199
1591    138
285      23
788      95
661     226
860       0
1499     31
831     145
48       81
854      45
1240     44
577      96
1517     24
1565    186
1519    255
1395    113
165     104
1024    220
1420    243
1114     71
1295    255
679      92
       ... 
1052    177
1016     69
1696     56
1337    112
282      25
1702    108
464      17
963      31
1596    238
1287     69
1599     85
1265    195
1534    169
118     206
276      75
472      58
768      80
632      44
1257    255
480     139
570     113
312     155
1491    108
1670    240
413     126
1273    195
600     131
869     255
1453     70
1449     14
Name: 544, dtype: int64 0.000000
1166) 504      67
815     127
296     121
348     137
261      65
811     151
192     105
11      143
658     214
1591    255
285     168
788     216
661     116
860      47
1499     19
831      44
48       22
854     137
1240    177
577     135
1517     90
1565    255
1519     53
1395    181
165     100
1024     99
1420    199
1114    244
1295     45
679      99
       ... 
1052     95
1016     45
1696    255
1337    102
282      43
1702    108
464     217
963     145
1596    186
1287    245
1599    255
1265    208
1534    195
118      17
276     124
472      66
768      38
632     196
1257    110
480     129
570      98
312      86
1491    106
1670     75
413     154
1273     32
600     179
869     255
1453    107
1449    128
Name: 561, dtype: int64 0.000000
1167) 504     105
815     206
296     126
348     108
261      58
811      39
192      95
11      125
658     206
1591    255
285     174
788     204
661     103
860      48
1499     37
831      10
48       82
854      80
1240    176
577     188
1517     95
1565    255
1519     45
1395    180
165     112
1024    162
1420    183
1114    142
1295     54
679     106
       ... 
1052     79
1016    156
1696    255
1337     73
282      59
1702    108
464     226
963      68
1596    178
1287    243
1599    255
1265    225
1534    219
118      39
276      60
472      66
768      38
632     240
1257    163
480     134
570      12
312      39
1491    108
1670     76
413     160
1273     27
600     137
869     255
1453    114
1449    100
Name: 560, dtype: int64 0.000000
1168) 504     184
815     100
296     184
348      72
261     115
811     171
192     140
11      253
658     244
1591    255
285     230
788     118
661      96
860     231
1499    246
831      75
48        0
854      67
1240    195
577     121
1517    193
1565      0
1519    255
1395    219
165      90
1024    222
1420    153
1114    147
1295    255
679     124
       ... 
1052    243
1016    255
1696    255
1337     42
282     124
1702    108
464      80
963     180
1596    137
1287    149
1599    255
1265    173
1534     19
118     187
276      18
472      19
768      97
632     120
1257    255
480     146
570     116
312      31
1491    188
1670    230
413     185
1273    255
600     184
869     255
1453    250
1449    148
Name: 60, dtype: int64 0.000000
1169) 504      63
815     127
296     125
348      98
261      78
811     135
192     118
11      108
658     209
1591    255
285     174
788     143
661     122
860      48
1499     21
831     240
48       32
854     132
1240    185
577     126
1517     73
1565    255
1519     66
1395    184
165     109
1024    183
1420    154
1114    235
1295      8
679      99
       ... 
1052     34
1016     34
1696    189
1337    102
282      46
1702    108
464     205
963     150
1596    221
1287    245
1599    255
1265    217
1534    203
118      19
276     149
472      70
768      42
632     193
1257    144
480     146
570     138
312     104
1491    148
1670     86
413     175
1273     68
600     178
869     255
1453    104
1449    140
Name: 562, dtype: int64 0.000000
1170) 504     124
815     195
296     190
348     226
261     113
811     137
192      35
11      255
658     149
1591     76
285     206
788     112
661     141
860      92
1499    154
831     244
48      177
854     132
1240    155
577     161
1517    137
1565    100
1519    158
1395     51
165      94
1024    159
1420    154
1114     38
1295     98
679     134
       ... 
1052    183
1016     49
1696     45
1337    111
282      40
1702    211
464     104
963     169
1596    114
1287    219
1599     88
1265    223
1534    142
118     166
276      87
472      77
768     130
632     157
1257    169
480     148
570     167
312      22
1491     60
1670    158
413     185
1273     66
600     154
869      10
1453     53
1449    144
Name: 531, dtype: int64 0.000000
1171) 504      85
815     199
296     176
348     137
261     106
811     133
192      42
11      201
658     106
1591     64
285     210
788     143
661     118
860      70
1499    251
831     244
48      183
854     139
1240     75
577     170
1517    115
1565    118
1519     29
1395    140
165     113
1024     25
1420     93
1114    240
1295    255
679     130
       ... 
1052    156
1016    103
1696     33
1337     65
282      30
1702    197
464     117
963     182
1596    186
1287    215
1599     97
1265    233
1534     71
118     165
276      76
472     145
768     138
632     157
1257    224
480      59
570     182
312      51
1491     82
1670     20
413     200
1273    129
600     146
869       5
1453     65
1449    156
Name: 578, dtype: int64 0.000000
1172) 504     102
815     203
296     182
348     170
261     102
811     135
192      25
11      193
658     122
1591     57
285     207
788     139
661     116
860      54
1499    223
831     245
48      104
854     132
1240     94
577     173
1517    129
1565    115
1519     36
1395    141
165     112
1024     25
1420    103
1114    172
1295    248
679     164
       ... 
1052     40
1016     74
1696     22
1337     74
282      24
1702    214
464     126
963     193
1596     95
1287    201
1599     71
1265    231
1534    135
118     165
276      72
472      81
768     137
632     157
1257    228
480      61
570     183
312      45
1491     54
1670     64
413     187
1273    134
600     152
869      13
1453     60
1449    164
Name: 579, dtype: int64 0.000000
1173) 504      95
815     195
296     186
348     214
261      95
811     135
192      35
11      229
658     120
1591     62
285     217
788     150
661     116
860      87
1499    234
831     245
48       84
854     134
1240     54
577     168
1517    131
1565     87
1519     50
1395    135
165     103
1024     35
1420     95
1114    143
1295    121
679     169
       ... 
1052     40
1016     62
1696     27
1337    106
282      33
1702    199
464     137
963     195
1596    112
1287    154
1599     64
1265    225
1534    206
118     158
276      70
472      98
768     128
632     157
1257    212
480      70
570     187
312      54
1491     33
1670    170
413     196
1273    111
600     153
869      11
1453     70
1449    143
Name: 580, dtype: int64 0.000000
1174) 504     121
815      89
296      66
348     207
261     168
811      80
192     102
11      116
658     112
1591     49
285     104
788      54
661     115
860      32
1499    134
831      35
48        6
854      85
1240    116
577     197
1517    105
1565    234
1519     48
1395    168
165     195
1024     26
1420     91
1114    178
1295     39
679      36
       ... 
1052    228
1016    255
1696    206
1337    106
282     174
1702    137
464     200
963     196
1596     40
1287    105
1599     31
1265     33
1534    168
118      52
276      95
472      64
768      30
632     155
1257     81
480     202
570      69
312     155
1491     37
1670    127
413       8
1273     68
600      54
869     255
1453     56
1449    248
Name: 2188, dtype: int64 0.000000
1175) 504     108
815     191
296     182
348     231
261      87
811     133
192      11
11      255
658     154
1591     69
285     191
788     150
661     119
860     100
1499    190
831     102
48      123
854     152
1240    192
577     171
1517     94
1565     88
1519    123
1395    130
165      97
1024     84
1420     86
1114     76
1295     90
679     128
       ... 
1052     17
1016     54
1696     46
1337    104
282      30
1702    198
464     117
963     186
1596    200
1287    146
1599     69
1265    227
1534    201
118     151
276      69
472      81
768     149
632     157
1257    149
480     139
570     164
312      49
1491     28
1670    116
413     186
1273     86
600     127
869      17
1453     79
1449    138
Name: 582, dtype: int64 0.000000
1176) 504     106
815     186
296     172
348     188
261      79
811     132
192      42
11      255
658     166
1591     50
285     180
788     151
661     117
860      82
1499    109
831      98
48      207
854     152
1240    166
577     163
1517     78
1565    100
1519    116
1395    129
165      99
1024    216
1420     91
1114     36
1295     28
679     122
       ... 
1052    176
1016     49
1696     16
1337    104
282      40
1702    199
464     132
963     126
1596    198
1287    156
1599     56
1265    220
1534    166
118     146
276      98
472      83
768     140
632     157
1257    129
480     160
570     168
312      89
1491     55
1670     76
413     180
1273     91
600     120
869      16
1453     88
1449    146
Name: 583, dtype: int64 0.000000
1177) 504     193
815      38
296      65
348     165
261     201
811      47
192      70
11        0
658     214
1591    255
285     155
788      38
661      39
860       0
1499    152
831      25
48        0
854      90
1240    119
577      15
1517    234
1565      0
1519    255
1395    255
165     176
1024    222
1420      8
1114     62
1295    255
679      79
       ... 
1052    139
1016    245
1696    255
1337     35
282     203
1702    154
464     103
963     102
1596    228
1287     47
1599    235
1265      7
1534    190
118     128
276     218
472      94
768      13
632      86
1257    255
480     212
570      33
312     238
1491     17
1670    175
413      76
1273    255
600      28
869     255
1453    153
1449    253
Name: 2455, dtype: int64 0.000000
1178) 504     150
815     108
296      86
348     170
261     181
811      79
192      99
11       59
658      87
1591     52
285      91
788      51
661     147
860      42
1499    150
831      37
48       77
854     102
1240    172
577     198
1517    102
1565    254
1519    202
1395    164
165     204
1024     45
1420     76
1114    186
1295     70
679      40
       ... 
1052    233
1016    255
1696    185
1337    105
282     174
1702    206
464     154
963     207
1596     58
1287     67
1599     30
1265     17
1534    147
118      42
276      57
472      68
768      28
632     183
1257     22
480     196
570      68
312     163
1491     88
1670    119
413      25
1273     87
600      71
869     255
1453     84
1449    253
Name: 2186, dtype: int64 0.000000
1179) 504     147
815     118
296      81
348     143
261     184
811      73
192      77
11       99
658      82
1591     43
285      95
788      46
661     136
860      41
1499    182
831      39
48       38
854     100
1240     65
577     195
1517    100
1565    255
1519    255
1395    161
165     195
1024     75
1420     99
1114    187
1295     72
679      49
       ... 
1052    236
1016    255
1696    125
1337    105
282     165
1702    208
464     114
963     221
1596     57
1287     75
1599     31
1265      9
1534    110
118      31
276     173
472      71
768      30
632     206
1257     29
480     196
570      63
312     162
1491     55
1670    111
413      27
1273    157
600     129
869     168
1453     41
1449    230
Name: 2184, dtype: int64 0.000000
1180) 504      88
815     161
296     182
348     229
261      53
811     123
192      32
11      255
658     185
1591     77
285     142
788     147
661     116
860     250
1499     59
831      98
48      219
854     134
1240     65
577     152
1517     24
1565     89
1519    255
1395    115
165     114
1024    107
1420    229
1114     54
1295     53
679     116
       ... 
1052    123
1016     86
1696     54
1337    102
282      33
1702    240
464      52
963     121
1596    210
1287     56
1599     56
1265    220
1534    196
118     141
276      99
472     101
768     156
632     116
1257    232
480     152
570     146
312     102
1491    118
1670    167
413     166
1273     59
600     114
869     157
1453    147
1449    116
Name: 587, dtype: int64 0.000000
1181) 504     144
815     118
296      82
348     175
261     188
811      74
192      74
11      187
658      66
1591     39
285      94
788      42
661     174
860     210
1499    178
831     123
48      134
854     132
1240     50
577     199
1517    106
1565    255
1519    255
1395    161
165     195
1024     79
1420     96
1114    195
1295    117
679      51
       ... 
1052    238
1016    255
1696    142
1337     59
282     126
1702    193
464     168
963     156
1596     49
1287     78
1599     26
1265     11
1534    117
118      15
276     205
472      91
768      37
632     206
1257    118
480     146
570      26
312     145
1491     40
1670    105
413      20
1273     87
600      68
869     127
1453     61
1449    221
Name: 2182, dtype: int64 0.000000
1182) 504     128
815     129
296      60
348     187
261     165
811      74
192      90
11      198
658      94
1591     41
285     129
788      40
661     205
860     223
1499    185
831     128
48      167
854     160
1240      8
577     206
1517    110
1565    255
1519    255
1395    161
165     208
1024     94
1420     88
1114    209
1295    125
679      53
       ... 
1052    141
1016    255
1696    127
1337     58
282     163
1702    181
464     128
963     101
1596     36
1287     76
1599     32
1265     28
1534    235
118      29
276     207
472      68
768      33
632     206
1257    142
480     192
570      66
312     140
1491     86
1670     97
413      35
1273     92
600      97
869     155
1453     75
1449    182
Name: 2180, dtype: int64 0.000000
1183) 504     160
815      51
296     216
348      31
261     199
811     255
192     255
11        0
658     239
1591    255
285     214
788     255
661      32
860       0
1499    225
831      21
48        0
854      30
1240    236
577      86
1517    225
1565      0
1519    255
1395    255
165     112
1024    222
1420    130
1114    121
1295    255
679     255
       ... 
1052     11
1016    255
1696    255
1337     42
282     255
1702    108
464      87
963     158
1596    130
1287    142
1599    255
1265    164
1534     77
118     255
276      78
472      69
768      72
632      53
1257    255
480      93
570     248
312     255
1491    159
1670    207
413     135
1273    255
600     183
869     255
1453    254
1449    153
Name: 53, dtype: int64 0.000000
1184) 504     203
815      22
296      72
348     201
261     184
811      46
192      90
11        0
658     173
1591    255
285     204
788      12
661     117
860       0
1499    147
831      17
48      248
854     164
1240    139
577      23
1517    201
1565    218
1519    255
1395    255
165     138
1024    222
1420     35
1114    158
1295    255
679     104
       ... 
1052    169
1016    247
1696    255
1337     34
282     197
1702    154
464      87
963     103
1596    194
1287     34
1599    238
1265     38
1534    248
118      78
276     218
472     113
768      21
632     174
1257    102
480     209
570      27
312     175
1491     20
1670    185
413      75
1273    255
600      39
869      85
1453    140
1449    253
Name: 2460, dtype: int64 0.000000
1185) 504     199
815      26
296      46
348     208
261     188
811      49
192      72
11        0
658     173
1591    255
285     170
788      13
661     148
860       3
1499    135
831      14
48      241
854     177
1240    141
577      18
1517    154
1565    249
1519    255
1395    255
165     130
1024    222
1420     74
1114    158
1295    255
679     128
       ... 
1052    172
1016    245
1696    255
1337     35
282     197
1702    151
464      77
963      70
1596    177
1287     71
1599    226
1265     44
1534    249
118      79
276     218
472     112
768      18
632     201
1257     81
480     211
570      33
312     188
1491     20
1670    184
413      75
1273    255
600      56
869     126
1453    126
1449    253
Name: 2461, dtype: int64 0.000000
1186) 504     139
815     125
296      57
348     202
261     172
811      68
192      68
11      214
658     149
1591    236
285     115
788      36
661     215
860     129
1499    136
831      40
48       51
854     177
1240    175
577     200
1517    130
1565    192
1519    255
1395    165
165     218
1024     65
1420    241
1114    215
1295     69
679      63
       ... 
1052     36
1016     26
1696    101
1337    109
282     156
1702    170
464     192
963     101
1596     27
1287     62
1599     27
1265     34
1534    203
118      97
276      40
472      61
768      91
632     216
1257     25
480     198
570      55
312     124
1491    147
1670     82
413      51
1273    121
600      69
869     255
1453     77
1449    118
Name: 2172, dtype: int64 0.000000
1187) 504      46
815     115
296     206
348      72
261      46
811      59
192      30
11        1
658     207
1591     80
285      48
788     159
661     218
860      14
1499     59
831      88
48       36
854      79
1240    121
577     107
1517     29
1565     76
1519    255
1395     12
165     106
1024    178
1420    238
1114     95
1295    255
679      94
       ... 
1052     26
1016     54
1696     29
1337    104
282      32
1702    108
464      24
963      11
1596    247
1287     39
1599    103
1265    203
1534    185
118     148
276      83
472      64
768     117
632      62
1257    234
480     144
570     110
312      82
1491    145
1670    211
413     147
1273     28
600      91
869     255
1453     79
1449     26
Name: 593, dtype: int64 0.000000
1188) 504     138
815      85
296      64
348     202
261     163
811      78
192     104
11      134
658     115
1591     52
285     112
788      50
661     115
860      28
1499    128
831      35
48        2
854      62
1240     17
577     195
1517    116
1565    215
1519     40
1395    178
165     113
1024     72
1420     90
1114    183
1295     39
679      34
       ... 
1052    225
1016    255
1696    253
1337     95
282     160
1702    133
464     201
963     182
1596     49
1287     98
1599     26
1265     50
1534    150
118      72
276     219
472      63
768      30
632     113
1257     84
480     200
570      61
312     166
1491     58
1670    129
413      21
1273    189
600      76
869     255
1453     42
1449    238
Name: 2189, dtype: int64 0.000000
1189) 504     155
815      76
296      63
348     212
261     186
811      72
192     115
11      129
658     115
1591     59
285     142
788      43
661     115
860      73
1499      9
831      31
48        0
854      66
1240      8
577     194
1517     84
1565      2
1519     59
1395    186
165     157
1024    214
1420     65
1114    159
1295     41
679      26
       ... 
1052    236
1016    255
1696     63
1337    105
282     169
1702    137
464     178
963     204
1596     47
1287     48
1599     30
1265     54
1534    129
118      90
276     237
472      68
768      32
632      90
1257    157
480     195
570      60
312     146
1491     72
1670     16
413       5
1273    255
600      88
869     255
1453     24
1449    252
Name: 2191, dtype: int64 0.000000
1190) 504     159
815      62
296     205
348      45
261      86
811     166
192     131
11        0
658     236
1591    255
285     216
788       5
661      36
860       1
1499    231
831      22
48        0
854      50
1240    236
577     104
1517    226
1565      0
1519    255
1395    236
165     109
1024    222
1420    136
1114    173
1295    255
679      95
       ... 
1052    243
1016    255
1696    255
1337     42
282     203
1702    108
464      58
963     164
1596    110
1287    151
1599    255
1265    170
1534     57
118     221
276      57
472      89
768      86
632      71
1257    255
480     110
570     107
312     213
1491    160
1670    216
413     169
1273    255
600     170
869     255
1453    253
1449    145
Name: 55, dtype: int64 0.000000
1191) 504      80
815     170
296     153
348     135
261      63
811     142
192      58
11      120
658     196
1591    255
285     195
788     135
661     147
860     201
1499    144
831      86
48       68
854     150
1240    164
577     176
1517    166
1565     97
1519     41
1395    179
165     113
1024    150
1420    100
1114    211
1295      6
679     129
       ... 
1052    128
1016    115
1696     46
1337    104
282     129
1702    204
464      77
963     165
1596    132
1287    102
1599    157
1265    229
1534    107
118     180
276      61
472      94
768     153
632     183
1257     33
480      39
570     183
312      41
1491    203
1670    148
413     167
1273      6
600     159
869     255
1453     71
1449    106
Name: 568, dtype: int64 0.000000
1192) 504     128
815      40
296     255
348      56
261     198
811     255
192     255
11        0
658      53
1591    255
285     152
788     255
661      39
860       8
1499      0
831      56
48        0
854     255
1240    121
577     255
1517    191
1565      0
1519    255
1395    253
165     139
1024    222
1420     83
1114     24
1295     80
679     255
       ... 
1052    192
1016    255
1696    252
1337     48
282     248
1702    141
464     115
963     164
1596     93
1287     76
1599    238
1265     59
1534    172
118     255
276     245
472      39
768     249
632      22
1257    255
480     174
570     255
312     255
1491      6
1670    196
413       5
1273    255
600     255
869     255
1453      9
1449    239
Name: 2199, dtype: int64 0.000000
1193) 504     166
815      54
296     100
348     185
261     184
811     221
192     255
11      255
658      91
1591     68
285     133
788      31
661      67
860     215
1499      0
831      28
48        0
854      86
1240     30
577     193
1517    114
1565      0
1519     45
1395    195
165     158
1024    222
1420     65
1114     66
1295     42
679      16
       ... 
1052    207
1016    255
1696     42
1337    148
282     178
1702    136
464     172
963     187
1596    115
1287     90
1599     45
1265     55
1534    151
118     255
276     248
472     108
768      31
632      46
1257     27
480     182
570      44
312     255
1491     13
1670     54
413       7
1273    255
600      72
869     255
1453      2
1449    253
Name: 2195, dtype: int64 0.000000
1194) 504      72
815     151
296     132
348     150
261      94
811     139
192       8
11      101
658     208
1591    255
285     201
788     136
661      98
860     111
1499    198
831     147
48      164
854     148
1240    174
577     156
1517     91
1565    188
1519     32
1395    169
165     119
1024    222
1420    116
1114    172
1295      6
679     119
       ... 
1052    208
1016     22
1696    127
1337    104
282      83
1702    111
464     122
963     158
1596    204
1287    228
1599    249
1265    224
1534    198
118     165
276      63
472      76
768      61
632     183
1257    165
480     147
570     156
312     104
1491    187
1670     87
413     167
1273    135
600     166
869     255
1453    102
1449    124
Name: 565, dtype: int64 0.000000
1195) 504      54
815     157
296     139
348     140
261     113
811     139
192      23
11       96
658     219
1591    255
285     202
788     139
661     137
860     100
1499    140
831      82
48      156
854     151
1240    174
577     141
1517     99
1565    110
1519     57
1395    172
165     115
1024    188
1420    122
1114    192
1295      6
679     124
       ... 
1052    219
1016     33
1696    103
1337    104
282     111
1702    210
464     105
963      19
1596    195
1287    199
1599    185
1265    211
1534    144
118     172
276      60
472      96
768     159
632     183
1257     38
480     134
570     153
312      32
1491    187
1670     62
413     182
1273    101
600     170
869     255
1453    102
1449    138
Name: 566, dtype: int64 0.000000
1196) 504     165
815      93
296     184
348      80
261     108
811     169
192     135
11      236
658     242
1591    255
285     230
788      85
661      81
860     102
1499    247
831      65
48        0
854      67
1240    200
577     119
1517    201
1565      0
1519    255
1395    219
165      95
1024    222
1420    145
1114    127
1295    255
679     120
       ... 
1052    243
1016    255
1696    255
1337     42
282     165
1702    108
464     112
963     199
1596     84
1287    127
1599    255
1265    161
1534     28
118     190
276      36
472      61
768     105
632      99
1257    255
480     144
570     128
312      31
1491    125
1670    227
413     161
1273    255
600     180
869     255
1453    250
1449    149
Name: 59, dtype: int64 0.000000
1197) 504     183
815      86
296     189
348      67
261      87
811     169
192     147
11       23
658     239
1591    255
285     226
788      13
661      58
860       8
1499    250
831      48
48        0
854      66
1240    213
577     116
1517    212
1565      0
1519    255
1395    222
165     108
1024    222
1420    141
1114    198
1295     46
679     116
       ... 
1052    244
1016    255
1696    255
1337     42
282     188
1702    108
464     143
963     191
1596    153
1287    142
1599    255
1265    160
1534      7
118     194
276      44
472     244
768     105
632     100
1257    255
480     144
570     128
312      31
1491    169
1670    216
413     137
1273    255
600     171
869     255
1453    251
1449    151
Name: 58, dtype: int64 0.000000
1198) 504     149
815      58
296      83
348     216
261     190
811      77
192     177
11      255
658     115
1591     97
285     139
788      34
661      77
860     237
1499      0
831      29
48        0
854      39
1240     15
577     194
1517    104
1565      0
1519     41
1395    181
165     174
1024    222
1420     54
1114     27
1295     39
679      17
       ... 
1052    203
1016    255
1696     81
1337    148
282     169
1702    137
464     178
963     131
1596    103
1287     98
1599     40
1265     56
1534    138
118     163
276     245
472      45
768      33
632      59
1257     88
480      80
570      43
312     184
1491     16
1670     39
413       5
1273    255
600      68
869     255
1453      3
1449    253
Name: 2194, dtype: int64 0.000000
1199) 504      70
815     176
296     167
348     130
261      79
811     143
192      75
11      120
658     183
1591    253
285     212
788     140
661     105
860     135
1499    197
831     236
48       74
854     153
1240    172
577     150
1517    212
1565     93
1519     36
1395    165
165     106
1024    177
1420    112
1114    245
1295      6
679     131
       ... 
1052    127
1016     84
1696     54
1337    104
282     120
1702    208
464      61
963     197
1596    150
1287     65
1599    103
1265    233
1534    119
118     178
276      66
472      81
768     202
632     150
1257    174
480      65
570     183
312      53
1491    203
1670    170
413     174
1273      7
600     163
869     255
1453     57
1449    182
Name: 569, dtype: int64 0.000000
1200) 504     102
815     200
296     190
348     142
261      59
811     139
192     107
11       85
658     123
1591     74
285     225
788     138
661     148
860     102
1499    207
831     237
48      206
854     152
1240    196
577     169
1517    104
1565    126
1519     51
1395    148
165     108
1024     45
1420    121
1114    123
1295    114
679     121
       ... 
1052    153
1016     63
1696     19
1337    104
282      87
1702    213
464      40
963     176
1596    139
1287    168
1599     81
1265    245
1534     91
118     164
276      86
472      57
768     121
632     158
1257    227
480      33
570     188
312      47
1491    168
1670     73
413     165
1273      4
600     151
869      23
1453     56
1449    179
Name: 575, dtype: int64 0.000000
1201) 504     159
815      60
296      79
348     220
261     198
811      76
192     123
11      241
658     121
1591     46
285     126
788      37
661      90
860      94
1499      1
831      29
48        0
854      44
1240      9
577     194
1517     82
1565      0
1519     32
1395    169
165     167
1024    222
1420     10
1114    151
1295     39
679      21
       ... 
1052    210
1016    255
1696    124
1337    148
282     165
1702    137
464     170
963     198
1596     72
1287    113
1599     35
1265     55
1534    136
118      86
276     245
472      53
768      38
632      72
1257     40
480     163
570      54
312     134
1491     37
1670     79
413      14
1273    255
600      90
869     255
1453      4
1449    253
Name: 2193, dtype: int64 0.000000
1202) 504     128
815     187
296     176
348     128
261      88
811     143
192      16
11       95
658     154
1591    221
285     218
788     125
661     148
860      89
1499    227
831     243
48       89
854     165
1240    153
577     172
1517    238
1565     64
1519     29
1395    161
165     117
1024     40
1420    138
1114     50
1295    151
679     135
       ... 
1052    111
1016     64
1696     12
1337    104
282     119
1702    198
464     107
963     127
1596    143
1287    157
1599    112
1265    241
1534     70
118     176
276      91
472     116
768     198
632     157
1257     39
480      60
570     169
312      60
1491    200
1670     40
413     195
1273      8
600     165
869     202
1453     48
1449    183
Name: 571, dtype: int64 0.000000
1203) 504     150
815      67
296      72
348     224
261     195
811      68
192     127
11      199
658     119
1591     45
285     131
788      53
661      81
860      80
1499      2
831      32
48        0
854      54
1240      8
577     195
1517     51
1565      3
1519     54
1395    184
165     170
1024    222
1420     77
1114    141
1295     41
679      20
       ... 
1052    213
1016    255
1696     49
1337    140
282     173
1702    135
464     179
963     239
1596     53
1287     88
1599     35
1265     53
1534    120
118      70
276     239
472      58
768      35
632      81
1257     85
480     197
570      55
312     128
1491     51
1670     15
413      12
1273    255
600     118
869     255
1453     17
1449    253
Name: 2192, dtype: int64 0.000000
1204) 504     133
815     194
296     183
348     142
261      47
811     143
192     112
11       86
658     141
1591     83
285     228
788     139
661     148
860     143
1499    203
831     242
48       81
854     151
1240    152
577     173
1517    204
1565    115
1519     29
1395    161
165     111
1024    123
1420    117
1114     84
1295    144
679     130
       ... 
1052    131
1016    112
1696     14
1337    104
282     122
1702    193
464     102
963     168
1596    165
1287     47
1599     86
1265    243
1534     68
118     168
276     101
472      36
768     125
632     162
1257    141
480      44
570     175
312      49
1491    189
1670     90
413     186
1273     30
600     151
869     120
1453     56
1449    144
Name: 573, dtype: int64 0.000000
1205) 504     114
815     197
296     188
348     142
261      50
811     139
192     145
11       85
658     132
1591     71
285     227
788     143
661     148
860     163
1499    102
831     241
48      110
854     135
1240    190
577     169
1517    109
1565    137
1519     36
1395    152
165     110
1024     76
1420    133
1114     89
1295    120
679     132
       ... 
1052    176
1016     66
1696     21
1337    104
282     120
1702    189
464      66
963     177
1596    151
1287    199
1599     99
1265    238
1534     70
118     168
276      98
472      64
768     105
632     168
1257    223
480      18
570     188
312      43
1491    183
1670     81
413     187
1273     22
600     158
869     108
1453     56
1449    180
Name: 574, dtype: int64 0.000000
1206) 504     186
815     126
296      81
348      77
261     255
811     255
192     255
11        0
658     221
1591    255
285     159
788     255
661     255
860       0
1499    147
831      18
48        0
854     202
1240    115
577      16
1517    235
1565      0
1519    255
1395    255
165     238
1024    222
1420     18
1114     24
1295    255
679     255
       ... 
1052    130
1016    252
1696    255
1337     40
282     255
1702    150
464     255
963     128
1596    138
1287     45
1599    255
1265     27
1534    188
118     255
276     221
472      64
768     174
632      62
1257    255
480     206
570     255
312     255
1491     17
1670    146
413      72
1273    255
600     255
869     255
1453    144
1449    253
Name: 2452, dtype: int64 0.000000
1207) 504     193
815       9
296      66
348     111
261     233
811     255
192     255
11        0
658     221
1591    255
285     153
788     255
661      37
860       0
1499    146
831      20
48        0
854      36
1240    112
577      19
1517    239
1565      0
1519    255
1395    255
165     188
1024    222
1420     62
1114     23
1295    255
679     255
       ... 
1052    148
1016    253
1696    255
1337     38
282     255
1702    153
464     141
963     119
1596    230
1287     25
1599    255
1265     21
1534    163
118     255
276     227
472      37
768      51
632      73
1257    255
480     208
570     233
312     255
1491     19
1670     54
413      75
1273    255
600      86
869     255
1453    157
1449    253
Name: 2453, dtype: int64 0.000000
1208) 504      98
815     191
296     187
348     221
261     114
811     136
192      19
11      255
658     189
1591     77
285     193
788     117
661     157
860      91
1499    184
831     119
48      225
854     132
1240    120
577     174
1517    121
1565     93
1519    244
1395     39
165      96
1024    186
1420    150
1114     79
1295     79
679     129
       ... 
1052    124
1016     40
1696     64
1337    112
282      39
1702    211
464     104
963     187
1596    181
1287    225
1599     71
1265    228
1534    166
118     161
276      89
472      67
768     197
632     157
1257    190
480     147
570     161
312      25
1491     36
1670     52
413     207
1273     80
600     143
869      10
1453     57
1449    146
Name: 532, dtype: int64 0.000000
1209) 504     137
815      92
296      51
348     206
261     197
811      46
192      85
11        2
658     141
1591    255
285     127
788     128
661     191
860      49
1499    136
831      46
48       74
854     194
1240     21
577      94
1517     87
1565     11
1519    255
1395    172
165     180
1024     66
1420     78
1114    129
1295    255
679      67
       ... 
1052    149
1016     31
1696    255
1337     78
282     185
1702    180
464     198
963     112
1596     74
1287     52
1599     31
1265     32
1534    137
118      99
276     235
472      98
768     145
632     225
1257     26
480      66
570      43
312     115
1491     61
1670     94
413      48
1273    132
600      55
869     255
1453     70
1449    237
Name: 2214, dtype: int64 0.000000
1210) 504     217
815     142
296     196
348      87
261     174
811     182
192     137
11      255
658     245
1591    255
285     237
788      46
661     148
860      62
1499    241
831      24
48      227
854     106
1240    164
577     153
1517    181
1565      7
1519    255
1395    228
165      76
1024    221
1420    170
1114     82
1295    255
679     153
       ... 
1052    221
1016    255
1696    255
1337     41
282      54
1702    108
464      41
963     138
1596    147
1287    159
1599    255
1265    210
1534     26
118     189
276      17
472       9
768      80
632     221
1257    250
480     159
570     173
312      84
1491    206
1670    236
413     205
1273    246
600     186
869     255
1453    242
1449    145
Name: 66, dtype: int64 0.000000
1211) 504     104
815     131
296     204
348      86
261      71
811     123
192     135
11        3
658     182
1591     77
285      51
788      60
661     147
860     111
1499     51
831     213
48      110
854     106
1240     45
577     132
1517     56
1565     43
1519    255
1395     58
165     104
1024    135
1420    220
1114     88
1295    255
679     111
       ... 
1052     32
1016     58
1696     50
1337    118
282      38
1702    108
464      35
963     197
1596    114
1287     95
1599    143
1265    210
1534    213
118     163
276     107
472      70
768     108
632      94
1257    254
480     151
570     146
312      77
1491    175
1670    133
413     159
1273     92
600      97
869      40
1453     70
1449     42
Name: 490, dtype: int64 0.000000
1212) 504      96
815     163
296     182
348      92
261      98
811     135
192      58
11      255
658     212
1591     25
285     161
788      65
661     148
860     187
1499    111
831     139
48      214
854     150
1240    151
577     133
1517     56
1565     68
1519    255
1395     30
165      79
1024     94
1420    220
1114     80
1295     40
679     131
       ... 
1052    147
1016     46
1696     18
1337    117
282      38
1702    221
464      52
963     197
1596    210
1287    208
1599    121
1265    215
1534    198
118     152
276     107
472      95
768     209
632     126
1257    255
480     100
570     157
312      92
1491     61
1670     74
413     190
1273     96
600     138
869     158
1453     60
1449     96
Name: 485, dtype: int64 0.000000
1213) 504     105
815     157
296     185
348     133
261      93
811     132
192     109
11      247
658     199
1591     13
285     165
788      55
661     101
860     251
1499     74
831     209
48       83
854     150
1240    157
577     135
1517     51
1565     61
1519    255
1395     25
165      87
1024    143
1420    219
1114     36
1295     30
679     120
       ... 
1052     76
1016     96
1696     20
1337    117
282      29
1702    219
464      14
963     207
1596    192
1287    216
1599     62
1265    210
1534    197
118     151
276     112
472     108
768     201
632     126
1257    255
480     153
570     157
312      89
1491    127
1670    196
413     190
1273     64
600     125
869     117
1453     67
1449     85
Name: 486, dtype: int64 0.000000
1214) 504      87
815      67
296      30
348     187
261     215
811      69
192      97
11      212
658      71
1591    178
285     159
788       9
661      77
860     109
1499      1
831     143
48        0
854      45
1240     38
577     203
1517    158
1565      0
1519    255
1395    191
165     130
1024    222
1420     76
1114    141
1295    124
679      86
       ... 
1052    251
1016    255
1696    255
1337     79
282     180
1702    169
464     219
963     220
1596     97
1287     39
1599     96
1265     18
1534    104
118     103
276     234
472     130
768      15
632      99
1257    108
480     217
570      26
312     115
1491     56
1670    199
413      43
1273    255
600      42
869     255
1453     14
1449    227
Name: 2440, dtype: int64 0.000000
1215) 504      70
815      63
296      70
348     174
261     219
811      67
192      99
11        0
658      69
1591    176
285     163
788       5
661      73
860       5
1499      0
831     133
48        0
854      40
1240     86
577     205
1517    197
1565      0
1519    255
1395    203
165     120
1024    222
1420     43
1114    130
1295    126
679      88
       ... 
1052    124
1016    255
1696    255
1337     79
282     163
1702    161
464     217
963     154
1596     68
1287     87
1599     98
1265     41
1534    103
118     110
276     238
472     117
768      18
632      78
1257    220
480     219
570      28
312     120
1491     46
1670    198
413      47
1273    255
600      31
869     255
1453     18
1449    219
Name: 2442, dtype: int64 0.000000
1216) 504     146
815      88
296      59
348     198
261     175
811      79
192     117
11      181
658     100
1591     49
285     141
788      53
661      97
860      90
1499      2
831      31
48        0
854      66
1240     54
577     201
1517    135
1565      1
1519     38
1395    189
165     155
1024    218
1420     76
1114    157
1295     42
679      51
       ... 
1052    254
1016    255
1696    106
1337    108
282     193
1702    139
464     184
963     215
1596     80
1287     83
1599     30
1265     47
1534    125
118      79
276     239
472      90
768      35
632      88
1257     82
480      38
570      66
312     158
1491     69
1670     23
413      25
1273    255
600      77
869     255
1453     16
1449    251
Name: 2241, dtype: int64 0.000000
1217) 504     103
815     147
296     204
348      99
261      43
811     127
192     129
11      224
658     191
1591     72
285     170
788      54
661     128
860      62
1499     40
831     210
48       84
854     130
1240    105
577     138
1517     64
1565     48
1519    255
1395     16
165     108
1024    168
1420    218
1114     42
1295     68
679     116
       ... 
1052     37
1016     69
1696     22
1337    109
282      22
1702     91
464      10
963     194
1596    143
1287     72
1599     77
1265    209
1534    171
118     154
276      90
472      94
768     212
632     107
1257    255
480     159
570     131
312      87
1491    178
1670    148
413     173
1273     71
600     123
869      41
1453     80
1449     24
Name: 488, dtype: int64 0.000000
1218) 504     105
815     140
296     199
348      84
261      64
811     126
192      86
11       59
658     189
1591     89
285     145
788      54
661      98
860      50
1499     58
831     164
48       84
854     106
1240     43
577     121
1517     44
1565     46
1519    255
1395     42
165     105
1024    181
1420    227
1114     60
1295    228
679     111
       ... 
1052     32
1016     49
1696     37
1337    105
282      30
1702    120
464      70
963     144
1596    127
1287     75
1599    135
1265    209
1534    135
118     160
276     105
472      78
768     214
632     109
1257    255
480     168
570     153
312      84
1491    170
1670    165
413     168
1273     64
600     119
869      42
1453     75
1449     17
Name: 489, dtype: int64 0.000000
1219) 504     114
815     124
296     206
348      75
261      37
811     122
192     102
11        2
658     196
1591     79
285      67
788      41
661     207
860     138
1499     52
831     232
48       44
854     106
1240     56
577     106
1517     64
1565     52
1519    255
1395     64
165     109
1024    119
1420    221
1114    114
1295    255
679     102
       ... 
1052     84
1016     59
1696     71
1337    117
282      34
1702    108
464     133
963     130
1596     76
1287     45
1599     78
1265    210
1534    197
118     169
276     104
472      73
768     144
632      74
1257    254
480     135
570     128
312      75
1491    162
1670     90
413     163
1273     37
600     103
869     132
1453     64
1449     23
Name: 491, dtype: int64 0.000000
1220) 504     122
815      67
296      77
348     215
261     174
811      84
192     172
11      255
658     110
1591     48
285     159
788      27
661      70
860     205
1499      0
831      33
48        0
854      34
1240     32
577     199
1517    196
1565      0
1519     60
1395    146
165     148
1024    222
1420     63
1114    102
1295     82
679      42
       ... 
1052    208
1016    255
1696    170
1337    112
282     183
1702    138
464     184
963     113
1596     50
1287    103
1599     36
1265     31
1534    162
118     154
276     247
472      71
768      36
632      55
1257    122
480       7
570      46
312     188
1491     21
1670     39
413      13
1273    255
600      51
869     255
1453      5
1449    253
Name: 2244, dtype: int64 0.000000
1221) 504     234
815     165
296     218
348     107
261     223
811     175
192     155
11        0
658     230
1591    134
285     200
788     127
661     148
860     115
1499    148
831     251
48      113
854     106
1240    128
577     162
1517    116
1565    252
1519    255
1395    220
165      60
1024    222
1420    195
1114     97
1295    255
679     145
       ... 
1052     22
1016    255
1696     67
1337     42
282      55
1702    108
464     160
963     189
1596    203
1287    199
1599    166
1265    179
1534    174
118     169
276      55
472       4
768     130
632     149
1257    255
480     166
570     186
312      32
1491    108
1670    235
413     206
1273    248
600     185
869      87
1453    224
1449    200
Name: 83, dtype: int64 0.000000
1222) 504     219
815     170
296     218
348     104
261     232
811     173
192     163
11        0
658     230
1591     97
285     190
788     165
661     171
860      86
1499     63
831     251
48      120
854     132
1240    112
577     133
1517    151
1565    242
1519    255
1395    240
165      63
1024    221
1420    190
1114     81
1295    255
679     144
       ... 
1052     20
1016    255
1696     73
1337     48
282      45
1702    108
464     224
963     204
1596    211
1287    210
1599    250
1265    187
1534    178
118     178
276      60
472      19
768     108
632     156
1257    255
480     159
570     190
312      31
1491    104
1670    242
413     202
1273    220
600     174
869     174
1453    223
1449    209
Name: 82, dtype: int64 0.000000
1223) 504      92
815     116
296     211
348      77
261      33
811     121
192     138
11        0
658     176
1591     81
285      18
788      62
661     210
860      18
1499     30
831     230
48       36
854      84
1240    116
577     131
1517     41
1565     52
1519    255
1395     69
165      97
1024    128
1420    227
1114    199
1295    255
679     103
       ... 
1052    160
1016     79
1696     54
1337    117
282      32
1702    108
464     170
963      15
1596     77
1287     36
1599     73
1265    211
1534    230
118     173
276     105
472      78
768     196
632      61
1257    254
480     154
570     128
312      69
1491    171
1670    107
413     142
1273     67
600     114
869     166
1453     64
1449     25
Name: 492, dtype: int64 0.000000
1224) 504      74
815     112
296     216
348      69
261      65
811     119
192     140
11        0
658     178
1591    151
285      37
788      49
661     210
860       4
1499     56
831     220
48      156
854      57
1240    114
577     115
1517     33
1565    127
1519    255
1395     66
165     108
1024    199
1420    241
1114    125
1295    255
679      97
       ... 
1052    165
1016     45
1696     76
1337    117
282      33
1702    108
464      99
963      19
1596    247
1287     42
1599    146
1265    193
1534    203
118     189
276     120
472      57
768      83
632      60
1257    255
480     156
570     121
312      64
1491    168
1670    134
413     143
1273    178
600     109
869     255
1453     74
1449     30
Name: 493, dtype: int64 0.000000
1225) 504     134
815      85
296      50
348     181
261     177
811      80
192     109
11      115
658     104
1591     49
285     131
788      55
661      92
860      80
1499      6
831      35
48        0
854      66
1240     36
577     205
1517     84
1565      1
1519     59
1395    185
165      47
1024    184
1420     81
1114    165
1295     42
679      55
       ... 
1052    254
1016    255
1696    201
1337    110
282     184
1702    136
464     201
963     201
1596     74
1287     90
1599     30
1265     46
1534    162
118      63
276     218
472      90
768      36
632     107
1257     46
480      64
570      58
312     155
1491     44
1670    116
413      16
1273    254
600      71
869     255
1453     23
1449    243
Name: 2240, dtype: int64 0.000000
1226) 504      31
815      46
296     100
348     127
261     225
811     255
192     255
11        0
658      47
1591    255
285     201
788      71
661      52
860       0
1499      0
831     111
48        0
854     255
1240    157
577     207
1517     90
1565      0
1519    255
1395    212
165      49
1024    222
1420     61
1114     51
1295     49
679      79
       ... 
1052    207
1016    255
1696    255
1337     79
282     117
1702    164
464     186
963     162
1596    173
1287    156
1599    136
1265     32
1534    140
118     255
276     184
472      89
768       4
632      39
1257    255
480     214
570      27
312     255
1491     34
1670    190
413      10
1273    255
600      25
869     255
1453     19
1449    227
Name: 2446, dtype: int64 0.000000
1227) 504     104
815      84
296     220
348      41
261     101
811     255
192     255
11        0
658     160
1591    255
285      41
788      85
661     229
860       0
1499     31
831     210
48      206
854     255
1240     51
577      94
1517     32
1565     97
1519    255
1395    180
165      98
1024    222
1420    231
1114     90
1295    255
679      83
       ... 
1052     30
1016     61
1696    124
1337    117
282      20
1702    108
464      72
963      25
1596    221
1287    198
1599    141
1265    190
1534    224
118     255
276     137
472      58
768     208
632      29
1257    255
480     138
570     104
312     255
1491    109
1670    243
413     121
1273    255
600     107
869     255
1453    144
1449     26
Name: 496, dtype: int64 0.000000
1228) 504     149
815      91
296      62
348     216
261     170
811      84
192     122
11      202
658     111
1591     48
285     131
788      49
661      77
860     119
1499      3
831      34
48        0
854      53
1240     56
577     205
1517    161
1565      0
1519     43
1395    190
165     163
1024    222
1420     66
1114    109
1295     43
679      48
       ... 
1052    218
1016    255
1696     94
1337    112
282     196
1702    139
464     186
963     169
1596     46
1287     76
1599     31
1265     38
1534    145
118      76
276     238
472      82
768      40
632      81
1257     38
480      56
570      52
312     127
1491     47
1670     18
413      27
1273    255
600     105
869     255
1453      8
1449    253
Name: 2242, dtype: int64 0.000000
1229) 504     233
815     148
296     220
348      86
261     233
811     174
192     164
11        0
658     216
1591    183
285     170
788      92
661     148
860      51
1499     82
831      91
48       13
854     106
1240     95
577     165
1517    193
1565    255
1519    255
1395    234
165      70
1024    222
1420    199
1114     62
1295    255
679     131
       ... 
1052     87
1016    255
1696    138
1337     42
282      75
1702    108
464      16
963     165
1596    185
1287    206
1599    252
1265    176
1534    176
118     165
276      22
472      13
768     101
632     107
1257    255
480     147
570     174
312      41
1491    165
1670    240
413     209
1273    254
600     158
869      65
1453    230
1449    210
Name: 86, dtype: int64 0.000000
1230) 504      24
815      38
296     255
348      57
261     220
811     255
192     255
11        0
658      33
1591    255
285     241
788     255
661      36
860       0
1499      0
831     105
48        0
854     255
1240    136
577     255
1517    196
1565      0
1519    255
1395    229
165      49
1024    222
1420     66
1114    109
1295     72
679     255
       ... 
1052    177
1016    255
1696    255
1337     49
282     246
1702    166
464     173
963     178
1596    140
1287    121
1599    255
1265     43
1534    140
118     255
276     247
472      89
768     251
632      16
1257    255
480     211
570     255
312     255
1491     48
1670    210
413      44
1273    255
600     255
869     255
1453     18
1449    217
Name: 2449, dtype: int64 0.000000
1231) 504     136
815     186
296     182
348     152
261      88
811     150
192     118
11      110
658     166
1591    109
285     231
788     103
661     148
860     151
1499    112
831     104
48      178
854     151
1240    157
577     174
1517    129
1565    164
1519     33
1395     27
165     103
1024    185
1420    119
1114     98
1295    139
679     140
       ... 
1052    147
1016    114
1696     41
1337    117
282      65
1702    205
464      86
963     200
1596    154
1287     35
1599    144
1265    242
1534    117
118     172
276      78
472     181
768      73
632     182
1257     53
480      23
570     189
312      76
1491    192
1670    100
413     192
1273     73
600     154
869     255
1453     50
1449    181
Name: 473, dtype: int64 0.000000
1232) 504      19
815      29
296      39
348     106
261     233
811     255
192     255
11        0
658     200
1591    255
285     158
788     255
661      39
860       0
1499    155
831      57
48        0
854      40
1240     98
577      17
1517    215
1565      0
1519    255
1395    241
165     199
1024    222
1420     37
1114     65
1295    255
679     255
       ... 
1052    126
1016     38
1696    255
1337    136
282     255
1702    138
464     169
963      41
1596     96
1287     14
1599    115
1265     18
1534    205
118     255
276     242
472      82
768     102
632      74
1257    250
480       4
570     232
312     255
1491      8
1670     28
413       9
1273    255
600      97
869     255
1453     38
1449    209
Name: 2253, dtype: int64 0.000000
1233) 504      90
815     176
296     169
348     127
261      87
811     149
192     113
11      117
658     202
1591    255
285     219
788     101
661     148
860     185
1499    184
831     241
48       95
854     150
1240    128
577     169
1517    127
1565    166
1519     52
1395     35
165     107
1024    222
1420     85
1114    221
1295      6
679     149
       ... 
1052    114
1016     54
1696     88
1337    117
282     135
1702    190
464     116
963     137
1596    223
1287     40
1599    253
1265    234
1534    145
118     196
276      89
472      83
768     154
632     183
1257    136
480      39
570     178
312      98
1491    203
1670     45
413     174
1273    108
600     170
869     255
1453     55
1449    181
Name: 469, dtype: int64 0.000000
1234) 504     230
815     121
296     224
348      67
261     234
811     162
192     170
11        0
658     169
1591    255
285      79
788     137
661     201
860       0
1499     80
831     240
48      251
854      66
1240     57
577     122
1517     80
1565    255
1519    255
1395    225
165      63
1024    222
1420    196
1114     54
1295    255
679     118
       ... 
1052     55
1016    255
1696    255
1337     42
282      83
1702    108
464      38
963     110
1596     78
1287    205
1599    155
1265    163
1534    125
118     151
276      26
472     214
768     121
632      73
1257    255
480     168
570     169
312      35
1491    185
1670    227
413     167
1273    255
600     119
869     255
1453    240
1449    205
Name: 90, dtype: int64 0.000000
1235) 504     109
815     176
296     177
348     137
261      75
811     150
192     114
11      123
658     189
1591    255
285     221
788      94
661     148
860     146
1499    149
831     244
48      105
854     150
1240    143
577     180
1517    144
1565    145
1519     37
1395     33
165      86
1024    222
1420     90
1114    125
1295      6
679     130
       ... 
1052    124
1016     56
1696     60
1337    117
282     142
1702    210
464     141
963     160
1596    178
1287     40
1599    209
1265    238
1534    159
118     186
276      94
472     145
768     161
632     191
1257    150
480      39
570     169
312     101
1491    196
1670    116
413     177
1273     52
600     169
869     255
1453     47
1449    189
Name: 470, dtype: int64 0.000000
1236) 504     116
815     184
296     180
348     139
261      61
811     150
192     104
11      121
658     180
1591    250
285     229
788      91
661     119
860      66
1499    239
831     238
48       53
854     162
1240    145
577     151
1517    147
1565    112
1519     46
1395     31
165     112
1024    219
1420    116
1114     78
1295      5
679     140
       ... 
1052    106
1016     74
1696     25
1337    117
282     135
1702    213
464     110
963     177
1596    180
1287     32
1599    178
1265    241
1534    145
118     176
276      95
472     155
768     180
632     157
1257     34
480      41
570     168
312      71
1491    193
1670    124
413     192
1273      7
600     149
869     255
1453     43
1449    184
Name: 471, dtype: int64 0.000000
1237) 504      42
815      86
296      37
348     206
261     215
811      67
192      92
11      206
658      79
1591    175
285     156
788      13
661     113
860     229
1499      2
831     149
48        0
854      54
1240     56
577     204
1517     41
1565      0
1519    255
1395    180
165     126
1024    222
1420     92
1114     84
1295     34
679     102
       ... 
1052    254
1016    255
1696    255
1337     79
282     185
1702    178
464     210
963     245
1596    101
1287     26
1599     95
1265     24
1534    121
118     120
276     236
472     149
768      10
632     145
1257     77
480     220
570      34
312     141
1491     48
1670    200
413      24
1273    255
600      38
869     255
1453     13
1449    227
Name: 2438, dtype: int64 0.000000
1238) 504      11
815     132
296      60
348     102
261     255
811     255
192     255
11        0
658     206
1591    255
285     165
788     255
661     255
860       0
1499    157
831      50
48        0
854     202
1240    100
577      15
1517    234
1565      0
1519    255
1395    255
165     238
1024    222
1420     38
1114     40
1295    255
679     255
       ... 
1052    125
1016     50
1696    255
1337    115
282     255
1702    142
464     255
963      58
1596    117
1287     15
1599    124
1265     17
1534    207
118     255
276     243
472      73
768      80
632      72
1257    254
480       3
570     255
312     255
1491      6
1670     68
413       4
1273    255
600     255
869     255
1453     38
1449    209
Name: 2252, dtype: int64 0.000000
1239) 504     114
815      46
296     255
348      53
261     195
811     255
192     255
11        0
658      48
1591    255
285     161
788     255
661      36
860       2
1499      0
831      61
48        0
854     255
1240     94
577     255
1517    138
1565      0
1519    255
1395    249
165     128
1024    222
1420     83
1114    205
1295     71
679     255
       ... 
1052    185
1016    255
1696    250
1337     49
282     247
1702    138
464     153
963     193
1596     76
1287     75
1599    253
1265     30
1534    152
118     255
276     238
472      55
768     249
632      21
1257    255
480      46
570     255
312     255
1491      8
1670    199
413       5
1273    255
600     255
869     255
1453      9
1449    238
Name: 2249, dtype: int64 0.000000
1240) 504     115
815     194
296     192
348     212
261      78
811     139
192      82
11      255
658     191
1591     19
285     211
788      64
661     148
860      80
1499    164
831     237
48      236
854     109
1240    204
577     173
1517    114
1565     99
1519    194
1395     27
165      84
1024    222
1420     98
1114     60
1295     76
679     138
       ... 
1052    178
1016     49
1696     77
1337    117
282      43
1702    221
464     100
963     182
1596    114
1287    144
1599     62
1265    221
1534    212
118     169
276      82
472     135
768     106
632     157
1257    254
480     147
570     180
312      46
1491     64
1670    103
413     193
1273     57
600     158
869      15
1453     38
1449    142
Name: 481, dtype: int64 0.000000
1241) 504     144
815     200
296     192
348     133
261     102
811     146
192     101
11      194
658     146
1591     81
285     225
788      92
661     148
860     171
1499    252
831      90
48      236
854     176
1240    187
577     173
1517    100
1565    131
1519     62
1395     28
165      95
1024    159
1420    114
1114     64
1295    255
679     136
       ... 
1052    148
1016     56
1696     55
1337    117
282      40
1702    227
464     114
963     125
1596    217
1287     33
1599    107
1265    244
1534    131
118     170
276      98
472      39
768      89
632     147
1257    255
480      31
570     190
312     103
1491    179
1670    187
413     200
1273     97
600     168
869     255
1453     47
1449    160
Name: 475, dtype: int64 0.000000
1242) 504     114
815      50
296     249
348      83
261     190
811     255
192     255
11        0
658      56
1591    255
285     160
788     255
661      43
860       4
1499      0
831      30
48        0
854     255
1240    167
577     224
1517    143
1565      0
1519    255
1395    255
165     125
1024    222
1420     60
1114    224
1295     75
679     238
       ... 
1052    197
1016    255
1696    136
1337    110
282     169
1702    143
464     166
963     174
1596     79
1287     90
1599    231
1265     29
1534    150
118     255
276     167
472      59
768      31
632      26
1257    203
480       6
570     255
312     255
1491      7
1670    196
413       6
1273    255
600     255
869     255
1453      7
1449    243
Name: 2248, dtype: int64 0.000000
1243) 504     133
815      62
296      88
348     149
261     181
811     255
192     255
11      117
658      63
1591    199
285     164
788      86
661      55
860     110
1499      0
831      31
48        0
854     255
1240     67
577     201
1517    196
1565      0
1519    163
1395    253
165     136
1024    222
1420     60
1114     43
1295     85
679      38
       ... 
1052    199
1016    255
1696     37
1337    109
282     187
1702    139
464     186
963     212
1596    119
1287     95
1599    120
1265     23
1534    133
118     255
276     204
472      76
768      35
632      39
1257    101
480      27
570      31
312     255
1491     11
1670    189
413      29
1273    255
600      56
869     255
1453      7
1449    253
Name: 2246, dtype: int64 0.000000
1244) 504     125
815     199
296     179
348     133
261      62
811     143
192      67
11      252
658     128
1591     98
285     204
788     103
661     148
860      62
1499    248
831      52
48       98
854     136
1240     75
577     175
1517    100
1565    122
1519    151
1395     26
165      96
1024    222
1420     87
1114    240
1295    255
679     138
       ... 
1052    155
1016    128
1696     61
1337    107
282      29
1702    220
464     116
963     119
1596    130
1287    162
1599    189
1265    222
1534    131
118     175
276     110
472     146
768      65
632     157
1257    255
480      35
570     183
312      98
1491     60
1670    146
413     198
1273     81
600     165
869     135
1453     43
1449    165
Name: 478, dtype: int64 0.000000
1245) 504     120
815     202
296     187
348     162
261      68
811     143
192      99
11      255
658     128
1591     85
285     205
788      81
661      95
860      75
1499    243
831     237
48       67
854     132
1240     70
577     179
1517    108
1565    114
1519    167
1395     26
165     101
1024    222
1420     77
1114    195
1295    119
679     145
       ... 
1052    148
1016     57
1696     61
1337    118
282      36
1702    195
464     113
963     168
1596    186
1287    143
1599    107
1265    229
1534    195
118     172
276      88
472     155
768     119
632     157
1257    255
480      31
570     183
312      97
1491     51
1670     98
413     179
1273    100
600     163
869      56
1453     37
1449    159
Name: 479, dtype: int64 0.000000
1246) 504     100
815     190
296     188
348     150
261      57
811     141
192     112
11      255
658     151
1591     24
285     216
788      77
661     117
860      82
1499    241
831     195
48      207
854     132
1240     82
577     180
1517    120
1565     77
1519    201
1395     26
165      95
1024    222
1420     78
1114     74
1295    128
679     138
       ... 
1052    177
1016    110
1696     60
1337    117
282      40
1702    218
464     100
963     149
1596    178
1287    140
1599    101
1265    230
1534    185
118     171
276      86
472     153
768      85
632     157
1257    255
480      33
570     189
312      70
1491     40
1670     64
413     210
1273     56
600     156
869      50
1453     32
1449    156
Name: 480, dtype: int64 0.000000
1247) 504      66
815      75
296      44
348     202
261     213
811      51
192      95
11      219
658      66
1591    165
285     161
788      10
661      87
860     213
1499      1
831     145
48        0
854      42
1240     81
577     205
1517     67
1565      0
1519    255
1395    195
165     126
1024    222
1420     73
1114    169
1295     90
679     103
       ... 
1052    254
1016    255
1696    255
1337     79
282     189
1702    178
464     222
963     156
1596     93
1287     18
1599     95
1265     19
1534    151
118      90
276     235
472     135
768      12
632     121
1257    108
480     218
570      27
312     128
1491     57
1670    202
413      36
1273    255
600      39
869     255
1453     12
1449    227
Name: 2439, dtype: int64 0.000000
1248) 504     125
815     100
296      57
348     210
261     167
811      84
192     108
11       72
658     104
1591     52
285     132
788      58
661      97
860      75
1499    120
831      34
48        0
854      56
1240     60
577     206
1517     88
1565      7
1519     34
1395    178
165     127
1024    114
1420     87
1114    179
1295     40
679      60
       ... 
1052    228
1016    255
1696    255
1337    115
282     192
1702    135
464     209
963     187
1596     81
1287    108
1599     24
1265     43
1534    158
118      72
276      94
472      96
768      40
632     114
1257     29
480      61
570      55
312     169
1491     40
1670    130
413      15
1273    233
600      76
869     255
1453     28
1449    243
Name: 2239, dtype: int64 0.000000
1249) 504      91
815      77
296     254
348      30
261     107
811     255
192     255
11        0
658     150
1591    255
285      49
788     255
661     232
860       0
1499     27
831     191
48      127
854     255
1240     62
577     197
1517     16
1565      0
1519    255
1395    255
165     104
1024    222
1420    236
1114     88
1295    255
679     250
       ... 
1052     48
1016     39
1696    255
1337    104
282     160
1702    108
464      83
963     145
1596    112
1287    187
1599    255
1265    156
1534    209
118     255
276     149
472      41
768     130
632      19
1257    255
480     108
570     254
312     255
1491    115
1670    250
413     110
1273    255
600     255
869     255
1453    191
1449     50
Name: 498, dtype: int64 0.000000
1250) 504     209
815     180
296     216
348     105
261     231
811     176
192     152
11        3
658     195
1591    150
285     230
788     159
661     179
860     119
1499    140
831      79
48       35
854      85
1240    152
577     184
1517    207
1565    242
1519    255
1395    234
165      67
1024    184
1420    183
1114     89
1295    255
679     152
       ... 
1052     59
1016    255
1696    158
1337     26
282      38
1702    108
464      95
963     179
1596    137
1287    216
1599    255
1265    205
1534    147
118     174
276      71
472       4
768     113
632     157
1257    255
480      74
570     191
312      20
1491     40
1670    242
413     206
1273    154
600     188
869     255
1453    222
1449    173
Name: 79, dtype: int64 0.000000
1251) 504     114
815     119
296      65
348     214
261     194
811      47
192      98
11      210
658     148
1591    255
285     111
788      85
661     205
860     209
1499    119
831      43
48      148
854     185
1240     80
577     211
1517    197
1565     10
1519    255
1395    171
165     189
1024    102
1420    103
1114    218
1295    196
679      68
       ... 
1052    142
1016     32
1696    255
1337     68
282     175
1702    200
464     179
963     130
1596     77
1287    115
1599     24
1265     20
1534    157
118      74
276     217
472     103
768     149
632     227
1257     62
480       8
570      42
312     112
1491    140
1670     82
413      42
1273     75
600      73
869     255
1453     91
1449    243
Name: 2218, dtype: int64 0.000000
1252) 504      93
815     163
296     144
348     127
261      65
811     144
192     132
11      103
658     220
1591    255
285     196
788     116
661     104
860     190
1499    174
831     165
48      105
854     151
1240    167
577     162
1517    100
1565    141
1519     37
1395    112
165     109
1024    188
1420    127
1114    198
1295      6
679     129
       ... 
1052     96
1016    157
1696     96
1337    112
282     137
1702    218
464      84
963     154
1596    208
1287    234
1599    230
1265    220
1534    149
118     184
276     109
472     145
768     179
632     183
1257     21
480     162
570     180
312      61
1491    203
1670    126
413     181
1273     97
600     169
869     255
1453     65
1449    144
Name: 517, dtype: int64 0.000000
1253) 504     132
815     158
296      61
348     195
261     178
811      80
192      89
11      195
658     117
1591     32
285     113
788      56
661     202
860     211
1499    222
831      38
48       65
854     165
1240    119
577     213
1517    147
1565    255
1519    255
1395    171
165     209
1024     82
1420    111
1114    200
1295     64
679      46
       ... 
1052     51
1016     17
1696    149
1337     96
282     183
1702    129
464     163
963     184
1596     30
1287     97
1599     22
1265     28
1534    235
118      44
276     204
472      72
768      59
632     225
1257     40
480       8
570      61
312     143
1491    119
1670    107
413      35
1273    110
600      79
869     255
1453    125
1449    222
Name: 2227, dtype: int64 0.000000
1254) 504     200
815     167
296     208
348     114
261     150
811     180
192     131
11      255
658     233
1591    255
285     239
788      51
661     171
860      75
1499    186
831      79
48       40
854     132
1240    155
577     171
1517    223
1565    255
1519    255
1395    215
165      65
1024    188
1420    186
1114     74
1295    255
679     154
       ... 
1052    225
1016    255
1696    255
1337     30
282      29
1702    108
464      89
963     181
1596    191
1287    147
1599    255
1265    234
1534     15
118     185
276      16
472      60
768     106
632     183
1257     63
480      72
570     189
312      41
1491    200
1670    241
413     192
1273    122
600     188
869     255
1453    235
1449    231
Name: 70, dtype: int64 0.000000
1255) 504     139
815     147
296      51
348     199
261     186
811      80
192      82
11      205
658     120
1591     25
285     114
788      58
661     206
860     199
1499    149
831      40
48       19
854     151
1240     52
577     213
1517    159
1565    255
1519    255
1395    172
165     195
1024     99
1420    111
1114    223
1295     72
679      55
       ... 
1052     51
1016     19
1696     59
1337     97
282     181
1702    134
464     142
963     169
1596     35
1287    114
1599     19
1265     11
1534    235
118      56
276      71
472      78
768      67
632     223
1257    101
480      63
570      59
312     110
1491    144
1670    103
413      13
1273    116
600     101
869     255
1453     97
1449    225
Name: 2226, dtype: int64 0.000000
1256) 504      92
815     178
296     176
348     144
261      87
811     146
192     120
11      119
658     177
1591    255
285     225
788     124
661     148
860     107
1499    152
831     247
48       74
854     151
1240    117
577     173
1517    163
1565    128
1519     39
1395    121
165     102
1024    184
1420    134
1114    197
1295      5
679     134
       ... 
1052    128
1016     43
1696     27
1337    112
282     128
1702    216
464     116
963     174
1596    205
1287    207
1599    197
1265    238
1534    162
118     184
276     101
472     100
768     177
632     190
1257    125
480      56
570     187
312      71
1491    191
1670     48
413     200
1273      7
600     174
869     255
1453     44
1449    193
Name: 520, dtype: int64 0.000000
1257) 504     148
815     151
296      54
348     213
261     171
811      77
192      69
11      201
658     133
1591    213
285      93
788      56
661     213
860     120
1499    142
831      42
48       44
854     177
1240    118
577     214
1517    120
1565    238
1519    255
1395    170
165     184
1024     71
1420    113
1114    213
1295     62
679      60
       ... 
1052     39
1016     27
1696     31
1337    119
282     172
1702     92
464     167
963     173
1596     44
1287     91
1599     22
1265     23
1534    248
118      86
276     113
472      98
768      88
632     227
1257     40
480      65
570      60
312     128
1491    163
1670     92
413      38
1273    112
600     106
869     255
1453    137
1449    226
Name: 2223, dtype: int64 0.000000
1258) 504     107
815     139
296      61
348     197
261     169
811      70
192      63
11      163
658     155
1591    255
285     136
788      56
661     207
860     237
1499    126
831      43
48       83
854     182
1240     55
577     215
1517    187
1565    169
1519    255
1395    172
165     197
1024    139
1420    113
1114    220
1295     62
679      81
       ... 
1052     35
1016     63
1696    181
1337     77
282     186
1702    107
464     190
963     231
1596     25
1287     69
1599     25
1265     40
1534    242
118      88
276     151
472     104
768     115
632     227
1257     27
480      61
570      51
312     128
1491    150
1670     90
413      36
1273     88
600      89
869     255
1453    130
1449    218
Name: 2221, dtype: int64 0.000000
1259) 504     132
815     197
296     191
348     142
261      81
811     144
192     136
11       91
658     139
1591     85
285     232
788     122
661     148
860     150
1499    162
831     125
48      207
854     149
1240    162
577     151
1517    104
1565    138
1519     35
1395     96
165     104
1024     75
1420    147
1114     92
1295    232
679     145
       ... 
1052    147
1016     52
1696     19
1337    112
282      75
1702    222
464     100
963     187
1596    161
1287    160
1599     80
1265    237
1534     90
118     169
276      87
472      50
768      66
632     142
1257    247
480      14
570     185
312      69
1491    188
1670     92
413     200
1273     74
600     168
869     210
1453     51
1449    176
Name: 524, dtype: int64 0.000000
1260) 504     133
815     109
296      64
348     195
261     159
811      87
192     103
11      127
658      99
1591     39
285     110
788      59
661     116
860     156
1499    133
831      35
48       21
854      85
1240    206
577     212
1517    125
1565    175
1519    133
1395    167
165     176
1024     21
1420     84
1114    190
1295     76
679      59
       ... 
1052    231
1016    255
1696    205
1337    108
282     190
1702    125
464     190
963     159
1596     60
1287     53
1599     30
1265     19
1534    138
118      58
276     185
472      91
768      38
632     157
1257     76
480      58
570      55
312     160
1491     43
1670    130
413      27
1273    159
600      61
869     255
1453     72
1449    248
Name: 2237, dtype: int64 0.000000
1261) 504      98
815     111
296      66
348     210
261     190
811      46
192     100
11      214
658     135
1591    255
285      96
788      91
661     206
860      48
1499    128
831      43
48       68
854     191
1240     13
577     208
1517    174
1565     14
1519    255
1395    170
165     195
1024    153
1420     99
1114    207
1295    161
679      65
       ... 
1052    148
1016     24
1696    255
1337     65
282     179
1702    200
464     179
963     227
1596     96
1287    115
1599     30
1265     29
1534    194
118      78
276     225
472     114
768     145
632     227
1257     20
480      66
570      47
312     119
1491    148
1670     86
413      37
1273    105
600      64
869     255
1453     85
1449    243
Name: 2217, dtype: int64 0.000000
1262) 504     193
815     161
296     209
348     115
261     155
811     180
192     137
11      255
658     238
1591    255
285     238
788      48
661     171
860     103
1499    193
831     116
48       94
854     132
1240    156
577     175
1517    151
1565    210
1519    255
1395    218
165      65
1024    193
1420    184
1114     67
1295    255
679     152
       ... 
1052    229
1016    255
1696    255
1337     26
282      26
1702    108
464      43
963     162
1596    167
1287    136
1599    255
1265    225
1534     40
118     189
276      19
472      15
768      74
632     216
1257     51
480      78
570     178
312      43
1491    195
1670    238
413     186
1273    162
600     189
869     255
1453    236
1449    225
Name: 69, dtype: int64 0.000000
1263) 504     122
815     108
296      56
348     205
261     192
811      47
192      96
11      176
658     138
1591    255
285     111
788     102
661     194
860      37
1499    133
831      44
48       88
854     194
1240     16
577     173
1517    161
1565     11
1519    255
1395    171
165     195
1024    138
1420     97
1114    207
1295    167
679      69
       ... 
1052    156
1016     35
1696    255
1337     74
282     184
1702    201
464     179
963     177
1596     65
1287     75
1599     30
1265     27
1534    179
118      99
276     229
472     106
768     138
632     227
1257     29
480      31
570      42
312     115
1491     82
1670     83
413      46
1273    170
600      86
869     255
1453     77
1449    243
Name: 2216, dtype: int64 0.000000
1264) 504     127
815      92
296      34
348     199
261     192
811      46
192      97
11        8
658     142
1591    255
285     113
788     115
661     193
860      59
1499    135
831      44
48      119
854     194
1240     25
577     151
1517    177
1565      9
1519    255
1395    172
165     190
1024     50
1420     81
1114    135
1295    255
679      68
       ... 
1052    153
1016     35
1696    255
1337    111
282     193
1702    198
464     198
963     166
1596     43
1287     66
1599     28
1265     31
1534    161
118      90
276     226
472      94
768     133
632     227
1257    104
480      48
570      49
312     124
1491     81
1670     89
413      33
1273    182
600      65
869     255
1453     78
1449    243
Name: 2215, dtype: int64 0.000000
1265) 504     120
815     203
296     188
348     160
261     101
811     142
192      38
11      250
658     123
1591     57
285     206
788     112
661     113
860      64
1499    234
831     241
48       83
854     132
1240     63
577     167
1517    132
1565    116
1519     90
1395     67
165     101
1024    154
1420    128
1114     89
1295    151
679     142
       ... 
1052     42
1016     49
1696     39
1337     59
282      26
1702    192
464     139
963     158
1596    142
1287    207
1599    102
1265    231
1534    172
118     169
276      77
472      75
768     136
632     157
1257    255
480      55
570     183
312      60
1491     51
1670     87
413     207
1273    108
600     159
869      17
1453     43
1449    166
Name: 529, dtype: int64 0.000000
1266) 504     172
815     150
296     197
348     117
261     147
811     180
192     132
11      255
658     242
1591    255
285     237
788      54
661     173
860     118
1499    176
831     100
48      218
854     132
1240    154
577     175
1517    167
1565    195
1519    255
1395    230
165      68
1024    218
1420    183
1114     99
1295    255
679     152
       ... 
1052    105
1016    255
1696    255
1337     20
282      34
1702    108
464      30
963     195
1596    177
1287    118
1599    255
1265    220
1534     32
118     187
276      13
472      15
768     120
632     216
1257     83
480      38
570     189
312      54
1491    206
1670    243
413     183
1273    193
600     188
869     255
1453    238
1449    177
Name: 68, dtype: int64 0.000000
1267) 504      73
815      99
296     210
348      45
261      54
811     243
192     255
11        0
658     197
1591     87
285      36
788     151
661     230
860       1
1499     22
831      96
48       33
854      90
1240     53
577     118
1517     35
1565    208
1519    255
1395     16
165     110
1024    222
1420    244
1114     90
1295    255
679      92
       ... 
1052     35
1016     81
1696     67
1337    103
282      37
1702    108
464     112
963      32
1596    227
1287    138
1599    103
1265    168
1534    142
118     255
276      79
472      52
768     113
632      38
1257    255
480     130
570     119
312     255
1491    115
1670    220
413     147
1273    199
600     106
869     255
1453     99
1449     38
Name: 595, dtype: int64 0.000000
1268) 504     197
815     171
296     213
348     102
261     134
811     180
192     127
11      255
658     228
1591    255
285     239
788      47
661     172
860      64
1499    240
831     136
48      136
854     132
1240    150
577     171
1517    202
1565    255
1519    255
1395    215
165      67
1024    149
1420    189
1114     53
1295    255
679     154
       ... 
1052     43
1016    255
1696    253
1337     23
282      25
1702    108
464      25
963     130
1596    106
1287    148
1599    255
1265    242
1534      5
118     185
276      30
472      12
768     108
632     183
1257     67
480      75
570     192
312      47
1491    188
1670    244
413     202
1273     83
600     185
869     255
1453    233
1449    202
Name: 71, dtype: int64 0.000000
1269) 504      71
815     158
296     142
348     140
261      76
811     143
192      64
11       98
658     223
1591    255
285     199
788     116
661     159
860     193
1499    112
831     129
48      162
854     132
1240    164
577     143
1517    101
1565    169
1519     28
1395     97
165     104
1024    204
1420    114
1114    193
1295      6
679     137
       ... 
1052    217
1016    106
1696    135
1337    112
282     149
1702    197
464     100
963      42
1596    204
1287    241
1599    239
1265    226
1534    188
118     179
276     111
472     158
768      70
632     183
1257     88
480     134
570     151
312     100
1491    199
1670    113
413     196
1273    109
600     171
869     255
1453     70
1449    133
Name: 516, dtype: int64 0.000000
1270) 504      72
815     148
296     142
348     141
261      91
811     142
192       8
11      115
658     218
1591    255
285     194
788      99
661     112
860     141
1499    236
831     146
48      160
854     144
1240    167
577     154
1517     81
1565    174
1519     66
1395     81
165     109
1024    220
1420    110
1114    159
1295      5
679     126
       ... 
1052    213
1016     12
1696    223
1337    112
282     140
1702     70
464     113
963     179
1596    232
1287    240
1599    255
1265    224
1534    207
118     177
276      98
472     157
768      49
632     183
1257    159
480     156
570     157
312      98
1491    198
1670    112
413     172
1273     60
600     175
869     255
1453     69
1449    112
Name: 515, dtype: int64 0.000000
1271) 504     123
815     131
296      36
348     193
261     171
811      81
192      83
11      136
658      90
1591     36
285     128
788      54
661     187
860     220
1499    207
831      42
48      165
854     151
1240     50
577     211
1517    122
1565    255
1519    255
1395    172
165     191
1024    101
1420     86
1114    213
1295     71
679      56
       ... 
1052     87
1016    255
1696    156
1337     94
282     168
1702    115
464     124
963     203
1596     31
1287    119
1599     23
1265     27
1534    214
118      26
276     215
472      93
768      46
632     210
1257    117
480      49
570      65
312     139
1491     66
1670    116
413      43
1273     66
600     121
869     255
1453    139
1449    251
Name: 2230, dtype: int64 0.000000
1272) 504      21
815     255
296     255
348      28
261     255
811     255
192     255
11      158
658     251
1591    238
285     170
788     255
661     255
860      87
1499    205
831      35
48        0
854     255
1240    123
577     255
1517    132
1565      0
1519    255
1395    255
165     255
1024    222
1420    136
1114    223
1295    137
679     255
       ... 
1052     21
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     145
1596    221
1287    231
1599    237
1265    216
1534     82
118     255
276     165
472     231
768     255
632      38
1257    144
480     255
570     255
312     255
1491    170
1670    204
413     255
1273    255
600     255
869     205
1453    244
1449     88
Name: 500, dtype: int64 0.000000
1273) 504      49
815      42
296      93
348      94
261     221
811     255
192     255
11        0
658      44
1591    255
285     181
788     255
661      46
860       0
1499      0
831     103
48        0
854     255
1240    153
577     208
1517    207
1565      0
1519    255
1395    205
165      46
1024    222
1420     51
1114    177
1295     40
679      87
       ... 
1052    197
1016    255
1696    255
1337     79
282     131
1702    163
464     185
963     234
1596    186
1287     60
1599    182
1265     39
1534    110
118     255
276     155
472      95
768       2
632      31
1257    255
480     217
570     152
312     255
1491     25
1670    210
413      32
1273    255
600     255
869     255
1453     19
1449    227
Name: 2447, dtype: int64 0.000000
1274) 504     149
815     123
296      65
348     171
261     151
811      87
192     101
11      153
658      77
1591     39
285      93
788      57
661     146
860     174
1499    177
831      54
48       54
854     106
1240     59
577     210
1517    122
1565    255
1519    255
1395    170
165     175
1024     75
1420     84
1114    188
1295     75
679      61
       ... 
1052    245
1016    255
1696    137
1337    115
282     178
1702    247
464     127
963     152
1596     52
1287     83
1599     27
1265     19
1534    142
118      54
276     219
472     104
768      38
632     206
1257    137
480      61
570      61
312     159
1491     48
1670    123
413      44
1273     20
600      59
869     255
1453     80
1449    253
Name: 2235, dtype: int64 0.000000
1275) 504     186
815     180
296     218
348     109
261     222
811     177
192     162
11      229
658     198
1591    221
285     230
788     133
661     171
860      86
1499    213
831     163
48      226
854     106
1240    157
577     188
1517    168
1565    241
1519    255
1395    222
165      67
1024    121
1420    192
1114     83
1295    255
679     152
       ... 
1052    138
1016    255
1696     88
1337     24
282      25
1702    108
464     176
963     179
1596    227
1287    144
1599    255
1265    203
1534    120
118     191
276      61
472      67
768     193
632     174
1257    255
480      65
570     173
312      51
1491     95
1670    235
413     213
1273     52
600     187
869     255
1453    222
1449    191
Name: 77, dtype: int64 0.000000
1276) 504      55
815      60
296     157
348      58
261      45
811     255
192     255
11      126
658     214
1591    255
285     146
788     119
661      34
860     114
1499    234
831     140
48        0
854      45
1240    151
577      87
1517    152
1565    154
1519    134
1395     23
165     118
1024    222
1420    170
1114    219
1295     53
679     189
       ... 
1052    236
1016     34
1696    255
1337     59
282     230
1702    108
464      71
963     180
1596    127
1287    165
1599    227
1265    216
1534     78
118     255
276     116
472     225
768     164
632      81
1257     51
480     100
570      98
312     255
1491     63
1670    209
413     125
1273    203
600     122
869       9
1453    232
1449     89
Name: 504, dtype: int64 0.000000
1277) 504     126
815      34
296      60
348     177
261     162
811      87
192      97
11      187
658      63
1591     43
285     106
788      55
661     148
860     145
1499    185
831      93
48      105
854     106
1240     33
577     209
1517    137
1565    255
1519    255
1395    172
165     182
1024    111
1420     90
1114    193
1295    105
679      62
       ... 
1052    252
1016    255
1696    154
1337    101
282     175
1702    242
464     126
963     227
1596    142
1287     51
1599     28
1265      9
1534     87
118      28
276     212
472      97
768      43
632     206
1257     38
480      61
570      66
312     161
1491     35
1670    121
413      27
1273    173
600      61
869     255
1453     51
1449    253
Name: 2233, dtype: int64 0.000000
1278) 504     156
815     179
296     214
348     114
261     186
811     181
192     160
11      250
658     212
1591    255
285     229
788     174
661     161
860     121
1499    240
831     149
48      253
854     130
1240    118
577     183
1517    160
1565    255
1519    255
1395    234
165      67
1024    187
1420    193
1114     56
1295    255
679     148
       ... 
1052    246
1016    255
1696    126
1337     27
282      25
1702    122
464     229
963     173
1596    208
1287    180
1599    255
1265    238
1534     24
118     187
276      59
472      79
768     110
632     185
1257    255
480      31
570     194
312      56
1491    170
1670    239
413     203
1273     20
600     192
869     255
1453    223
1449    167
Name: 75, dtype: int64 0.000000
1279) 504      88
815      88
296     138
348      84
261      23
811     142
192     135
11      102
658     219
1591    255
285     129
788      72
661      67
860     191
1499    178
831     156
48        2
854      84
1240    154
577     112
1517    129
1565    255
1519     29
1395      8
165     117
1024     54
1420    168
1114    201
1295     85
679     139
       ... 
1052     29
1016    103
1696    255
1337     56
282      95
1702    108
464     129
963      15
1596    186
1287    164
1599    255
1265    222
1534     96
118      39
276      78
472     147
768      68
632     109
1257    255
480     236
570     110
312      23
1491    128
1670    104
413     163
1273    101
600     209
869     255
1453    170
1449    118
Name: 507, dtype: int64 0.000000
1280) 504     199
815     173
296     212
348     115
261     147
811     181
192     149
11      255
658     220
1591    255
285     226
788      60
661     173
860     116
1499    227
831      21
48      223
854     132
1240    111
577     180
1517    162
1565    255
1519    255
1395    215
165      70
1024    176
1420    182
1114     93
1295    255
679     156
       ... 
1052     41
1016    255
1696    218
1337     35
282      25
1702    108
464     184
963     177
1596    233
1287    140
1599    255
1265    243
1534      3
118     186
276      76
472      18
768      90
632     183
1257    228
480      50
570     194
312      12
1491    191
1670    237
413     205
1273     26
600     192
869     255
1453    229
1449    200
Name: 73, dtype: int64 0.000000
1281) 504      80
815      80
296     123
348     112
261      40
811      18
192     129
11      103
658     203
1591    255
285     164
788     119
661     161
860      77
1499    127
831     152
48      214
854      43
1240    163
577     210
1517    108
1565    255
1519     76
1395     25
165     114
1024    122
1420    178
1114    221
1295     51
679     113
       ... 
1052     88
1016    164
1696    255
1337     61
282      95
1702    108
464      83
963       8
1596    167
1287    185
1599    255
1265    203
1534    217
118      81
276      54
472     137
768     137
632     163
1257    255
480     212
570      18
312      30
1491    139
1670     65
413     209
1273     56
600     162
869     255
1453    104
1449    172
Name: 509, dtype: int64 0.000000
1282) 504     231
815     174
296     210
348     115
261     134
811     180
192     133
11      255
658     224
1591    255
285     234
788     105
661     184
860      77
1499    240
831      22
48      159
854     132
1240    138
577     175
1517    193
1565    255
1519    255
1395    215
165      69
1024    128
1420    185
1114     61
1295    255
679     154
       ... 
1052     46
1016    255
1696    209
1337     30
282      20
1702    108
464      19
963     173
1596    229
1287    155
1599    255
1265    251
1534      6
118     186
276     173
472      14
768     106
632     205
1257    138
480      68
570     191
312      45
1491    172
1670    247
413     206
1273     46
600     193
869     255
1453    231
1449    189
Name: 72, dtype: int64 0.000000
1283) 504      96
815     140
296     125
348      96
261      59
811     139
192     129
11      134
658     216
1591    255
285     172
788     126
661      89
860      56
1499     29
831     149
48      221
854     127
1240    164
577     154
1517     82
1565    255
1519     88
1395     19
165     106
1024    133
1420    184
1114    168
1295    218
679     116
       ... 
1052     93
1016    124
1696    255
1337     60
282      80
1702    108
464     133
963       7
1596    164
1287    199
1599    255
1265    207
1534    179
118     118
276      69
472     131
768      40
632     231
1257    171
480     135
570      12
312      37
1491    108
1670     57
413     165
1273     61
600     175
869     255
1453    108
1449    150
Name: 510, dtype: int64 0.000000
1284) 504     118
815     132
296      51
348     195
261     182
811      81
192      76
11      191
658      79
1591     37
285     120
788      62
661     185
860     201
1499    196
831      46
48      168
854     132
1240     38
577     211
1517    142
1565    255
1519    255
1395    172
165     175
1024     96
1420     87
1114    236
1295     71
679      57
       ... 
1052    147
1016    255
1696    147
1337     97
282     166
1702    223
464     142
963     102
1596     93
1287    110
1599     21
1265     23
1534    204
118      29
276     213
472      91
768      40
632     206
1257     82
480      31
570      64
312     140
1491     49
1670    119
413      36
1273     83
600      59
869     255
1453    115
1449    253
Name: 2231, dtype: int64 0.000000
1285) 504      64
815     127
296     128
348      48
261      82
811     139
192     130
11      131
658     220
1591    255
285     191
788      96
661     116
860      44
1499     63
831     182
48       37
854     132
1240    176
577     114
1517     68
1565    255
1519     43
1395     65
165     112
1024    112
1420    165
1114    203
1295    214
679     117
       ... 
1052    119
1016     16
1696    255
1337    115
282      99
1702    108
464     129
963     184
1596    195
1287    243
1599    255
1265    199
1534    178
118     128
276     148
472     145
768      43
632     240
1257    135
480     130
570     132
312      98
1491    137
1670     69
413     153
1273     33
600     182
869     255
1453     90
1449    145
Name: 512, dtype: int64 0.000000
1286) 504      59
815     129
296     132
348     146
261      67
811     139
192     100
11      106
658     214
1591    255
285     186
788      93
661     141
860      53
1499    145
831     213
48       75
854     132
1240    171
577     126
1517     58
1565    255
1519     53
1395     58
165     118
1024    193
1420    126
1114    183
1295    160
679     120
       ... 
1052    212
1016     36
1696    255
1337    112
282     118
1702    108
464     155
963     107
1596    153
1287    243
1599    255
1265    216
1534    210
118     169
276      98
472     148
768      37
632     175
1257     68
480     145
570     135
312      98
1491    191
1670     87
413     157
1273     91
600     180
869     255
1453     80
1449    218
Name: 513, dtype: int64 0.000000
1287) 504     140
815     125
296      69
348     200
261     165
811      64
192      70
11      207
658     165
1591    255
285     113
788      33
661     210
860     233
1499    130
831      44
48       44
854     185
1240    207
577     201
1517    151
1565    103
1519    255
1395    162
165     218
1024     69
1420    240
1114    221
1295     62
679      62
       ... 
1052     32
1016    111
1696    221
1337     44
282     163
1702    168
464     193
963     161
1596     34
1287     37
1599     28
1265     38
1534    116
118      85
276      40
472      70
768     111
632     227
1257     26
480     192
570      61
312     126
1491    146
1670     77
413      47
1273    127
600      56
869     255
1453     77
1449    131
Name: 2171, dtype: int64 0.000000
1288) 504     199
815      44
296      62
348     217
261     188
811      51
192      79
11        0
658     159
1591    255
285     148
788      15
661     171
860     134
1499    139
831      39
48      194
854     185
1240    135
577      21
1517    178
1565    178
1519    255
1395    255
165     130
1024    222
1420     65
1114    150
1295    255
679     114
       ... 
1052    186
1016    249
1696    255
1337     36
282     198
1702    153
464      84
963      96
1596    162
1287     31
1599    153
1265     43
1534    230
118      62
276     217
472     122
768      18
632     206
1257     76
480     209
570      40
312     178
1491     21
1670    185
413      74
1273    255
600      58
869     255
1453     91
1449    253
Name: 2462, dtype: int64 0.000000
1289) 504      72
815      89
296     217
348      41
261      77
811     255
192     255
11        0
658     192
1591    162
285      22
788     180
661     231
860       0
1499      8
831      96
48       75
854     255
1240     45
577     107
1517     29
1565    170
1519    255
1395    242
165      99
1024    222
1420    238
1114     71
1295    255
679      85
       ... 
1052    121
1016     45
1696     74
1337    106
282      40
1702    108
464     141
963      56
1596    223
1287    209
1599    115
1265    150
1534    193
118     255
276      78
472      64
768      98
632      30
1257    255
480     132
570      98
312     255
1491    104
1670    226
413     111
1273    247
600      90
869     255
1453    129
1449     36
Name: 596, dtype: int64 0.000000
1290) 504     129
815      23
296      32
348     171
261     201
811      26
192     103
11        0
658     171
1591    255
285     112
788      62
661     169
860     213
1499    167
831     185
48       94
854     112
1240     14
577      91
1517    133
1565     20
1519    255
1395    133
165     224
1024    180
1420     58
1114    113
1295     56
679      42
       ... 
1052    135
1016     51
1696    178
1337     72
282     137
1702    115
464     218
963      44
1596     31
1287     90
1599     54
1265     30
1534    213
118      75
276     238
472     163
768     158
632     194
1257     66
480     193
570      40
312     114
1491     45
1670     84
413      35
1273    181
600      38
869      40
1453    105
1449    190
Name: 2109, dtype: int64 0.000000
1291) 504      57
815     171
296     176
348     240
261      52
811     118
192      27
11      255
658     153
1591     46
285     157
788     184
661      79
860     128
1499     22
831      56
48      254
854     151
1240     56
577     156
1517     51
1565     60
1519    253
1395    103
165     129
1024    220
1420    241
1114     54
1295    139
679     165
       ... 
1052    126
1016    164
1696     48
1337    168
282      34
1702    212
464      90
963     181
1596    163
1287    126
1599    105
1265    211
1534    187
118     134
276      82
472      93
768     143
632     126
1257     27
480     139
570     138
312     121
1491     79
1670     92
413     159
1273     69
600     108
869     139
1453    191
1449    117
Name: 686, dtype: int64 0.000000
1292) 504      71
815     162
296     178
348     245
261      23
811     116
192      36
11      255
658     163
1591     30
285     118
788     183
661     104
860     193
1499     29
831      70
48      244
854     151
1240     50
577     169
1517     75
1565     56
1519    255
1395     97
165     127
1024    172
1420    233
1114    123
1295     64
679     158
       ... 
1052    104
1016    165
1696     61
1337    167
282      31
1702    217
464      61
963     148
1596    135
1287     77
1599     74
1265    219
1534    214
118     134
276      82
472      95
768     140
632     131
1257     67
480     144
570     156
312     118
1491    114
1670    121
413     144
1273     80
600     106
869     112
1453    185
1449     79
Name: 687, dtype: int64 0.000000
1293) 504      74
815     157
296     180
348     244
261      22
811     116
192      36
11      255
658     177
1591     10
285     126
788     182
661     109
860     228
1499     36
831      64
48      240
854     130
1240     59
577     149
1517     63
1565     48
1519    255
1395     93
165     127
1024    178
1420    230
1114     72
1295     45
679     154
       ... 
1052    147
1016    149
1696     49
1337     49
282      44
1702    216
464      65
963     169
1596    184
1287    207
1599     85
1265    207
1534    175
118     135
276      78
472      98
768     115
632     114
1257     36
480     145
570     144
312     119
1491    175
1670    130
413     170
1273     92
600     100
869      96
1453    173
1449     31
Name: 688, dtype: int64 0.000000
1294) 504     143
815      74
296      55
348     201
261     198
811      27
192      80
11      181
658     175
1591    255
285      96
788      43
661     201
860      45
1499    136
831     165
48       69
854     194
1240    138
577     107
1517    171
1565     44
1519    255
1395    165
165     222
1024     87
1420    196
1114    190
1295     81
679      43
       ... 
1052    137
1016     33
1696    255
1337     74
282     149
1702    167
464     195
963     131
1596     42
1287    149
1599     46
1265     16
1534    119
118      82
276     132
472     169
768      95
632     227
1257     57
480     193
570      47
312     108
1491     86
1670     65
413      22
1273    126
600      48
869     255
1453     51
1449    221
Name: 2116, dtype: int64 0.000000
1295) 504     109
815      68
296      57
348     201
261     205
811      30
192      91
11      215
658     166
1591    255
285      97
788      47
661     183
860      41
1499    149
831     172
48       82
854     194
1240     86
577     111
1517    132
1565     65
1519    255
1395    165
165     195
1024     84
1420    105
1114     88
1295     60
679      48
       ... 
1052    141
1016     72
1696    255
1337     43
282     146
1702    169
464     203
963      81
1596     52
1287    119
1599     37
1265     24
1534     24
118      82
276     178
472     161
768     121
632     231
1257     44
480     199
570      53
312     112
1491     72
1670     68
413      36
1273     82
600      47
869     255
1453     77
1449    220
Name: 2114, dtype: int64 0.000000
1296) 504      54
815     134
296     194
348     144
261      77
811     114
192      38
11      254
658     196
1591     42
285      58
788     178
661     192
860      57
1499     47
831      38
48      121
854     107
1240     99
577     111
1517     20
1565     80
1519    255
1395     76
165     124
1024    149
1420    237
1114    235
1295    201
679     142
       ... 
1052     76
1016    137
1696     13
1337     99
282      32
1702    141
464      80
963      14
1596    164
1287     46
1599    165
1265    187
1534    227
118     136
276      99
472     102
768     133
632      81
1257     68
480     130
570     121
312     105
1491    193
1670    103
413     141
1273     84
600      97
869      42
1453    110
1449      4
Name: 691, dtype: int64 0.000000
1297) 504     182
815     150
296     205
348     103
261     163
811     183
192     143
11      255
658     244
1591    255
285     238
788      59
661     149
860     155
1499    197
831     118
48      239
854     132
1240    160
577     175
1517    178
1565     37
1519    255
1395    255
165      68
1024    220
1420    183
1114    104
1295    255
679     152
       ... 
1052     11
1016    255
1696    255
1337     48
282      31
1702    108
464      23
963     182
1596    137
1287    219
1599    255
1265    219
1534      1
118     181
276      13
472      73
768     202
632     189
1257    155
480      42
570     185
312      44
1491    180
1670    234
413     202
1273    217
600     190
869     255
1453    245
1449    139
Name: 18, dtype: int64 0.000000
1298) 504     206
815     145
296     209
348     100
261     234
811     184
192     136
11      255
658     245
1591    255
285     239
788      46
661     169
860      61
1499    237
831      49
48      252
854     130
1240    163
577     154
1517    227
1565      4
1519    255
1395    255
165      71
1024    222
1420    176
1114     81
1295    255
679     152
       ... 
1052     15
1016    255
1696    255
1337     47
282      30
1702    108
464      32
963     210
1596    162
1287    201
1599    255
1265    212
1534      1
118     185
276      11
472      84
768     124
632     202
1257    179
480     167
570     183
312      56
1491    181
1670    233
413     200
1273    213
600     191
869     255
1453    246
1449    142
Name: 17, dtype: int64 0.000000
1299) 504     230
815     157
296     214
348      86
261     141
811     183
192     142
11      255
658     240
1591    255
285     238
788      35
661     171
860      77
1499    181
831     118
48      222
854     132
1240    157
577     175
1517    183
1565    197
1519    255
1395    255
165      63
1024    193
1420    176
1114     68
1295    255
679     152
       ... 
1052     30
1016    255
1696    255
1337     48
282      25
1702    108
464      33
963     197
1596    172
1287    222
1599    255
1265    219
1534      3
118     178
276      19
472      71
768      73
632     189
1257     89
480      77
570     187
312      41
1491    154
1670    241
413     203
1273    211
600     189
869     255
1453    243
1449    155
Name: 19, dtype: int64 0.000000
1300) 504      34
815     106
296     201
348      69
261      44
811      57
192     111
11      160
658     189
1591     35
285      31
788     172
661     224
860       7
1499     43
831      48
48      121
854      45
1240     31
577     108
1517     22
1565    119
1519    255
1395     15
165     126
1024    113
1420    240
1114     58
1295    255
679     128
       ... 
1052     57
1016     60
1696     25
1337    165
282      51
1702    106
464      72
963      21
1596    243
1287     58
1599     76
1265    201
1534    174
118     176
276     112
472     147
768     103
632      48
1257    255
480     118
570     110
312     152
1491     70
1670    183
413     123
1273     48
600     101
869     255
1453    112
1449     19
Name: 694, dtype: int64 0.000000
1301) 504     233
815     130
296     200
348     106
261     236
811     184
192     135
11      255
658     248
1591    255
285     239
788      44
661     118
860     101
1499    243
831      37
48        3
854     106
1240    159
577     130
1517    161
1565      0
1519    255
1395    255
165      71
1024    222
1420    158
1114    205
1295    255
679     135
       ... 
1052    201
1016    255
1696    255
1337     45
282      40
1702    108
464      25
963     197
1596    183
1287    131
1599    255
1265    189
1534      5
118     183
276      30
472      92
768      69
632     176
1257    255
480     137
570     171
312      34
1491    180
1670    230
413     200
1273    255
600     186
869     255
1453    248
1449    146
Name: 15, dtype: int64 0.000000
1302) 504      43
815     100
296     206
348      58
261      65
811     230
192     255
11        5
658     180
1591     53
285      23
788     168
661     230
860       0
1499     48
831      23
48      117
854     101
1240     31
577      98
1517     22
1565    173
1519    255
1395     21
165     125
1024    169
1420    246
1114     93
1295    255
679     163
       ... 
1052     50
1016     86
1696     22
1337    172
282      74
1702    108
464      77
963      33
1596    219
1287    189
1599     64
1265    183
1534    171
118     255
276     105
472     140
768      99
632      47
1257    255
480     134
570     115
312     255
1491     78
1670    114
413     116
1273     82
600      88
869     255
1453     98
1449     29
Name: 695, dtype: int64 0.000000
1303) 504      59
815      85
296     213
348      48
261      79
811     255
192     255
11        4
658     190
1591     98
285      59
788     188
661     233
860       0
1499     49
831     199
48       99
854     255
1240     88
577      94
1517     16
1565    208
1519    255
1395    246
165     123
1024    189
1420    245
1114    170
1295    255
679     112
       ... 
1052     50
1016    166
1696     44
1337    153
282      95
1702    108
464      73
963      24
1596    223
1287    204
1599     97
1265    176
1534    158
118     255
276     115
472     144
768      92
632      35
1257    255
480     134
570      95
312     255
1491     85
1670    218
413     116
1273    191
600      86
869     255
1453    111
1449     28
Name: 696, dtype: int64 0.000000
1304) 504     141
815      62
296      66
348     200
261     175
811      65
192     102
11      216
658      73
1591    255
285     165
788       9
661      77
860     209
1499      1
831     153
48        0
854      53
1240    166
577     208
1517     31
1565      0
1519    255
1395     71
165     125
1024    222
1420     77
1114    176
1295     35
679     104
       ... 
1052    254
1016    255
1696    255
1337     34
282     106
1702    147
464     216
963     177
1596    214
1287     34
1599    128
1265     24
1534    149
118     117
276     241
472     155
768       7
632     186
1257    150
480     207
570      33
312     187
1491     28
1670    205
413      39
1273    255
600      45
869     255
1453     19
1449    227
Name: 2488, dtype: int64 0.000000
1305) 504     189
815     119
296     191
348      76
261     191
811     183
192     144
11      255
658     248
1591    255
285     237
788     107
661     123
860     131
1499    246
831      41
48        0
854      84
1240    161
577     144
1517    170
1565      0
1519    255
1395    255
165      80
1024    222
1420    155
1114     94
1295    255
679     140
       ... 
1052    241
1016    255
1696    255
1337     45
282      43
1702    108
464     131
963     125
1596    150
1287    143
1599    255
1265    174
1534     30
118     179
276      16
472     104
768      77
632     159
1257    255
480     156
570     168
312      33
1491    171
1670    230
413     200
1273    255
600     182
869     255
1453    249
1449    150
Name: 13, dtype: int64 0.000000
1306) 504     194
815     113
296     191
348      74
261     147
811     182
192     143
11      255
658     246
1591    255
285     237
788      80
661     118
860     128
1499    246
831      41
48        0
854      84
1240    166
577     144
1517    144
1565      0
1519    255
1395    255
165      86
1024    222
1420    155
1114    100
1295    255
679     128
       ... 
1052    235
1016    255
1696    255
1337     45
282      47
1702    108
464     195
963     111
1596    184
1287    146
1599    255
1265    187
1534     49
118     182
276      31
472     102
768      82
632     127
1257    255
480     163
570     142
312      29
1491    173
1670    229
413     183
1273    255
600     166
869     255
1453    250
1449    148
Name: 12, dtype: int64 0.000000
1307) 504     163
815     101
296      43
348     191
261     201
811      21
192      84
11      183
658     191
1591    255
285      78
788      40
661     207
860     231
1499    137
831     159
48       58
854     196
1240    237
577     113
1517    170
1565     14
1519    255
1395    165
165     222
1024     94
1420     69
1114    139
1295    113
679      41
       ... 
1052     29
1016     43
1696    255
1337     56
282     164
1702    167
464     189
963     112
1596     26
1287    138
1599     50
1265     36
1534     88
118      77
276      52
472     166
768      74
632     224
1257    149
480     196
570      58
312       3
1491    141
1670     64
413      42
1273    116
600      43
869     255
1453     56
1449    133
Name: 2118, dtype: int64 0.000000
1308) 504      66
815     186
296     172
348     239
261      47
811     119
192      37
11      255
658     138
1591     55
285     170
788     179
661     117
860      72
1499     35
831      53
48      191
854     165
1240    123
577     142
1517     73
1565     67
1519    149
1395    107
165     123
1024    168
1420    209
1114     45
1295     58
679     160
       ... 
1052    154
1016    133
1696     53
1337     93
282      25
1702    215
464     105
963     173
1596    171
1287    170
1599     69
1265    221
1534    110
118     136
276      85
472     106
768     126
632     157
1257    104
480     162
570     153
312      62
1491     57
1670    119
413     196
1273     85
600     126
869      52
1453    195
1449    134
Name: 684, dtype: int64 0.000000
1309) 504      47
815      11
296     255
348      28
261      81
811     255
192     255
11        0
658     214
1591    235
285      34
788     255
661     228
860       0
1499     19
831     186
48       23
854     255
1240     85
577     255
1517      6
1565      3
1519    255
1395    255
165     114
1024    222
1420    251
1114    154
1295    255
679     255
       ... 
1052     40
1016    248
1696    240
1337     48
282     248
1702    108
464     111
963     173
1596    115
1287    181
1599    194
1265    181
1534    117
118     255
276     130
472     133
768     249
632      17
1257    255
480      93
570     255
312     255
1491     54
1670    248
413      99
1273    255
600     255
869     255
1453    175
1449     74
Name: 699, dtype: int64 0.000000
1310) 504     171
815      51
296      66
348     214
261     200
811      59
192      72
11      244
658      64
1591    254
285     207
788      15
661     146
860     211
1499    251
831     173
48      216
854     132
1240    182
577     200
1517     24
1565    179
1519    255
1395     51
165     122
1024    219
1420     45
1114    203
1295    255
679      99
       ... 
1052     69
1016    255
1696    255
1337     34
282     151
1702    146
464      81
963     188
1596    199
1287     11
1599    121
1265      6
1534    124
118      29
276     227
472     177
768      17
632     227
1257    255
480     206
570      38
312     188
1491     64
1670    200
413      46
1273    255
600      39
869     255
1453     32
1449    227
Name: 2480, dtype: int64 0.000000
1311) 504      81
815     196
296     175
348     145
261      68
811     134
192      20
11       73
658     124
1591     88
285     226
788     172
661     167
860     164
1499    214
831     132
48       51
854     165
1240    162
577     169
1517    229
1565     51
1519     30
1395    149
165     133
1024     94
1420    116
1114     61
1295    126
679     166
       ... 
1052    121
1016    128
1696     61
1337    165
282     111
1702    173
464     155
963     176
1596    154
1287     51
1599     60
1265    250
1534    101
118     110
276     155
472      87
768     156
632     157
1257     34
480      62
570     165
312      31
1491    189
1670     37
413     180
1273     71
600     160
869      22
1453     84
1449    168
Name: 672, dtype: int64 0.000000
1312) 504     151
815     123
296      41
348     199
261     180
811      48
192      62
11      198
658     119
1591     33
285     107
788      37
661     215
860     228
1499    197
831     160
48      175
854     165
1240     13
577     110
1517    175
1565    255
1519    255
1395    165
165     229
1024     41
1420     25
1114    214
1295    125
679      33
       ... 
1052     65
1016     20
1696     49
1337     97
282     106
1702    189
464     174
963      60
1596     66
1287     77
1599     50
1265     18
1534    236
118      25
276      69
472     107
768      34
632     206
1257     22
480     188
570      64
312     138
1491    135
1670     75
413      43
1273     82
600      46
869     100
1453     59
1449     62
Name: 2127, dtype: int64 0.000000
1313) 504      80
815     195
296     175
348     129
261      88
811     131
192      87
11       72
658     121
1591     91
285     226
788     174
661     148
860      88
1499    137
831     192
48       50
854     151
1240    197
577     169
1517    233
1565    131
1519     28
1395    142
165     129
1024     49
1420    119
1114    126
1295    152
679     147
       ... 
1052    121
1016    144
1696     56
1337    165
282     101
1702    187
464      98
963     199
1596    140
1287    214
1599     65
1265    232
1534     70
118     109
276     113
472      85
768     150
632     136
1257     74
480      22
570     181
312      16
1491    171
1670     17
413     194
1273    128
600     147
869      16
1453    105
1449    161
Name: 674, dtype: int64 0.000000
1314) 504     234
815     176
296     219
348     117
261     236
811     181
192     162
11        0
658     202
1591    180
285     235
788     163
661     179
860      77
1499    202
831      40
48       95
854      67
1240    153
577     171
1517    217
1565    255
1519    255
1395    255
165      63
1024    200
1420    183
1114    103
1295    255
679     152
       ... 
1052     41
1016    255
1696    119
1337     50
282      22
1702    108
464     211
963     210
1596    129
1287    149
1599    255
1265    186
1534    129
118     173
276      62
472       3
768      96
632     157
1257    255
480      72
570     191
312      57
1491     35
1670    241
413     200
1273    207
600     185
869     255
1453    233
1449    239
Name: 29, dtype: int64 0.000000
1315) 504     233
815     180
296     214
348     112
261     236
811     179
192     159
11        5
658     204
1591    168
285     228
788     173
661     149
860      64
1499    186
831     102
48       48
854     106
1240    151
577     162
1517    167
1565    255
1519    255
1395    255
165      64
1024    189
1420    171
1114     98
1295    255
679     152
       ... 
1052    182
1016    255
1696    140
1337     48
282      19
1702    108
464     224
963     210
1596    217
1287    158
1599    255
1265    193
1534    132
118     179
276      74
472       7
768     110
632     157
1257    255
480      69
570     196
312      41
1491     44
1670    242
413     215
1273    219
600     189
869     255
1453    233
1449    213
Name: 28, dtype: int64 0.000000
1316) 504      69
815     200
296     174
348     145
261      32
811     132
192     168
11      102
658     102
1591     44
285     208
788     178
661     132
860     112
1499    158
831     119
48      202
854     150
1240    219
577     173
1517     88
1565     78
1519     39
1395    130
165     131
1024     81
1420    131
1114    147
1295    147
679     139
       ... 
1052    156
1016    158
1696      8
1337    165
282      97
1702    205
464      76
963     169
1596    136
1287     65
1599     48
1265    247
1534     64
118     126
276      86
472      72
768     135
632     155
1257     67
480      50
570     183
312      67
1491    139
1670     52
413     201
1273     29
600     135
869      83
1453    134
1449    146
Name: 676, dtype: int64 0.000000
1317) 504     155
815     109
296      60
348     189
261     178
811      40
192      64
11      189
658     143
1591    208
285      86
788      37
661     224
860      63
1499    138
831     120
48       88
854     178
1240    212
577     108
1517    154
1565    220
1519    255
1395    165
165     209
1024     54
1420     58
1114    220
1295     47
679      36
       ... 
1052     44
1016     32
1696      8
1337     85
282     142
1702    184
464     205
963      51
1596     44
1287     37
1599     36
1265    127
1534    138
118     109
276      37
472     153
768      32
632     227
1257     40
480     192
570      59
312     135
1491    158
1670     70
413      31
1273    111
600      46
869     255
1453     59
1449     95
Name: 2123, dtype: int64 0.000000
1318) 504     135
815     106
296      54
348     200
261     177
811      29
192      69
11      191
658     171
1591    255
285     126
788      41
661     217
860     169
1499    132
831     137
48       61
854     185
1240    230
577     116
1517    200
1565     45
1519    255
1395    167
165     218
1024     73
1420     42
1114    216
1295    125
679      39
       ... 
1052     36
1016    133
1696    235
1337     45
282     156
1702    185
464     194
963     131
1596     20
1287     18
1599     26
1265    170
1534     46
118      92
276      33
472     161
768      39
632     227
1257     29
480     187
570      65
312     120
1491    146
1670     67
413      38
1273    111
600      46
869     255
1453     52
1449     97
Name: 2121, dtype: int64 0.000000
1319) 504      80
815     188
296     174
348     234
261      37
811     141
192      27
11      255
658     115
1591     29
285     179
788     182
661     115
860      77
1499     70
831      65
48       41
854     165
1240    170
577     168
1517     69
1565     74
1519     55
1395    112
165     122
1024    113
1420    101
1114     40
1295     46
679      59
       ... 
1052     40
1016    129
1696     47
1337    110
282      19
1702    205
464      95
963     227
1596    202
1287    157
1599     71
1265    221
1534    177
118     139
276      75
472     105
768     136
632     157
1257     24
480     147
570     177
312     106
1491     41
1670    112
413     182
1273     77
600     132
869      35
1453    189
1449    139
Name: 683, dtype: int64 0.000000
1320) 504      69
815     204
296     171
348     154
261      33
811     124
192      32
11       65
658     102
1591     17
285     199
788     183
661     109
860     162
1499    198
831     168
48      178
854     151
1240    202
577     174
1517    112
1565     88
1519     45
1395    125
165     133
1024    117
1420     95
1114    213
1295    106
679     202
       ... 
1052    126
1016    143
1696      3
1337     98
282      70
1702    227
464      91
963     174
1596    119
1287    212
1599     58
1265    228
1534     49
118     145
276      92
472      73
768     130
632     157
1257     21
480      72
570     183
312      45
1491     61
1670     73
413     198
1273     95
600     144
869      20
1453    168
1449    148
Name: 679, dtype: int64 0.000000
1321) 504     152
815      94
296      48
348     209
261     193
811      26
192      78
11      202
658     190
1591    255
285     142
788      39
661     216
860     201
1499    132
831     142
48       82
854     185
1240    231
577     128
1517    193
1565     13
1519    255
1395    157
165     216
1024     33
1420     44
1114    203
1295    125
679      40
       ... 
1052     33
1016     57
1696    255
1337     56
282     167
1702    177
464     202
963     165
1596     45
1287     60
1599     28
1265    200
1534     61
118      60
276      32
472     171
768      49
632     227
1257    158
480     193
570      63
312      41
1491    121
1670     66
413      35
1273    116
600      48
869     255
1453     53
1449    105
Name: 2120, dtype: int64 0.000000
1322) 504     232
815     174
296     215
348      91
261     168
811     181
192     169
11      255
658     221
1591    255
285     224
788      84
661     149
860      89
1499    205
831      94
48      242
854     150
1240    136
577     179
1517    125
1565    255
1519    255
1395    255
165      60
1024    181
1420    185
1114    102
1295    255
679     154
       ... 
1052     98
1016    255
1696    255
1337     47
282      40
1702    116
464     233
963     188
1596    215
1287    144
1599    255
1265    248
1534      1
118     183
276      58
472      27
768     104
632     183
1257    255
480      16
570     193
312      71
1491    159
1670    230
413     213
1273    201
600     192
869     255
1453    238
1449    181
Name: 24, dtype: int64 0.000000
1323) 504     154
815      98
296      30
348     211
261     195
811      22
192      80
11      205
658     197
1591    255
285     106
788      39
661     214
860     234
1499    132
831     151
48       73
854     193
1240    235
577      97
1517    196
1565     10
1519    255
1395    165
165     224
1024     52
1420     35
1114    158
1295    124
679      41
       ... 
1052     34
1016     43
1696    255
1337     38
282     158
1702    172
464     196
963     181
1596     29
1287    117
1599     23
1265    136
1534     35
118      67
276      37
472     172
768      60
632     227
1257    253
480     199
570      58
312       3
1491    134
1670     65
413      16
1273     92
600      45
869     255
1453     49
1449    117
Name: 2119, dtype: int64 0.000000
1324) 504     175
815      53
296      35
348     210
261     193
811      62
192      75
11      229
658      65
1591    254
285     188
788      14
661     116
860     209
1499    250
831     167
48      211
854     132
1240    181
577     201
1517     51
1565    122
1519    255
1395     94
165     124
1024    221
1420     68
1114    206
1295    255
679      88
       ... 
1052     51
1016    255
1696    255
1337     34
282     154
1702    149
464     177
963     125
1596    191
1287     10
1599    119
1265     14
1534    100
118      24
276     233
472     187
768      16
632     231
1257    255
480     200
570      47
312     204
1491     21
1670    202
413      48
1273    255
600      43
869     255
1453     31
1449    227
Name: 2481, dtype: int64 0.000000
1325) 504      80
815     193
296     176
348     227
261      34
811     125
192      21
11      223
658     104
1591     52
285     183
788     180
661     111
860     160
1499     75
831      59
48       63
854     165
1240     86
577     181
1517    115
1565     87
1519     51
1395    118
165     121
1024     63
1420    102
1114     65
1295    162
679     134
       ... 
1052     41
1016     84
1696     46
1337    101
282      28
1702    205
464     103
963     169
1596    174
1287    168
1599     58
1265    228
1534    172
118     142
276      84
472      94
768     132
632     157
1257    116
480     160
570     173
312     108
1491     37
1670     72
413     181
1273     83
600     138
869      23
1453    178
1449    136
Name: 682, dtype: int64 0.000000
1326) 504     233
815     174
296     213
348     105
261     146
811     183
192     128
11      255
658     229
1591    255
285     238
788     106
661     184
860      98
1499    243
831      62
48      148
854     132
1240    142
577     178
1517    191
1565    255
1519    255
1395    255
165      65
1024    167
1420    179
1114     87
1295    255
679     154
       ... 
1052     35
1016    255
1696    255
1337     48
282      26
1702    108
464      73
963     205
1596    248
1287    223
1599    255
1265    250
1534     29
118     182
276     172
472      35
768      98
632     206
1257    156
480      67
570     191
312      43
1491    151
1670    233
413     208
1273    203
600     192
869     255
1453    241
1449    184
Name: 22, dtype: int64 0.000000
1327) 504      43
815      15
296     245
348      34
261      69
811     255
192     255
11        0
658     207
1591    118
285      33
788     255
661     232
860       0
1499     36
831     174
48       56
854     255
1240     47
577     189
1517      8
1565     37
1519    255
1395    255
165     118
1024    222
1420    208
1114    211
1295    255
679     246
       ... 
1052     57
1016    239
1696    134
1337    105
282     155
1702    108
464      96
963     148
1596    103
1287    185
1599    176
1265    176
1534    115
118     255
276     137
472     148
768      91
632      20
1257    255
480     111
570     254
312     255
1491    103
1670    245
413     107
1273    239
600     255
869     255
1453    154
1449     26
Name: 698, dtype: int64 0.000000
1328) 504       6
815     255
296     255
348      33
261     255
811     255
192     255
11      127
658     250
1591    255
285     146
788     255
661     255
860     133
1499    221
831     180
48        0
854     255
1240    222
577     255
1517    116
1565    248
1519    255
1395    255
165     255
1024    222
1420    137
1114    226
1295    255
679     255
       ... 
1052     20
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     178
1596    216
1287    181
1599     44
1265    207
1534    111
118     255
276     152
472      50
768     255
632      41
1257    144
480     255
570     255
312     255
1491    118
1670    207
413     255
1273    243
600     255
869     255
1453    240
1449    160
Name: 700, dtype: int64 0.000000
1329) 504      62
815     255
296     255
348      24
261     255
811     255
192     255
11        0
658     252
1591    255
285     226
788     255
661     255
860       0
1499    204
831     129
48        0
854     255
1240    214
577     255
1517    223
1565      0
1519    255
1395    255
165     255
1024    222
1420    116
1114    121
1295    255
679     255
       ... 
1052     11
1016    255
1696    255
1337     33
282     255
1702    108
464     255
963      66
1596    212
1287    166
1599    255
1265    218
1534     59
118     255
276     147
472      66
768     255
632      25
1257    255
480     255
570     255
312     255
1491    205
1670    200
413     255
1273    255
600     255
869     255
1453    255
1449    147
Name: 50, dtype: int64 0.000000
1330) 504     223
815     148
296     222
348      29
261     255
811     255
192     255
11        0
658     242
1591    255
285     228
788     255
661     255
860       0
1499    229
831      70
48        0
854     202
1240    226
577      76
1517    233
1565      0
1519    255
1395    255
165     195
1024    222
1420     26
1114     97
1295    255
679     255
       ... 
1052     13
1016    255
1696    255
1337     45
282     255
1702    108
464     255
963     178
1596    197
1287    213
1599    255
1265    160
1534     78
118     255
276      60
472      80
768      63
632      38
1257    255
480      87
570     255
312     255
1491    172
1670    215
413     122
1273    255
600     255
869     255
1453    254
1449    144
Name: 2, dtype: int64 0.000000
1331) 504      68
815     193
296     170
348     142
261      82
811     129
192       4
11       66
658     128
1591     92
285     217
788     178
661     149
860     159
1499     72
831     228
48       30
854     164
1240    164
577     159
1517    175
1565     45
1519     45
1395    140
165     135
1024     54
1420    153
1114     69
1295    136
679     208
       ... 
1052    108
1016     70
1696     55
1337    193
282      93
1702    192
464     153
963     190
1596    130
1287     64
1599     38
1265    239
1534     96
118     145
276      45
472     109
768     139
632     157
1257     77
480      70
570     167
312       8
1491    193
1670    141
413     184
1273     99
600     159
869     165
1453     88
1449    126
Name: 721, dtype: int64 0.000000
1332) 504      74
815     196
296     175
348     151
261      62
811     133
192      17
11       69
658     119
1591     91
285     226
788     177
661     164
860     122
1499     69
831     162
48       71
854     165
1240    156
577     155
1517    201
1565     64
1519     29
1395    145
165     138
1024     38
1420    122
1114    139
1295     75
679     215
       ... 
1052    125
1016     54
1696     54
1337    193
282     102
1702    185
464     146
963     188
1596    105
1287     61
1599     51
1265    250
1534     76
118     145
276      68
472     116
768     148
632     157
1257     25
480      64
570     153
312      10
1491    193
1670    132
413     194
1273     57
600     152
869     130
1453    100
1449    127
Name: 722, dtype: int64 0.000000
1333) 504      74
815     190
296     174
348     151
261      59
811     130
192      23
11       66
658     109
1591     81
285     224
788     176
661     131
860      87
1499     57
831     157
48       88
854     152
1240    157
577     181
1517    209
1565    119
1519     34
1395    146
165     137
1024     35
1420    112
1114     33
1295    125
679     206
       ... 
1052    155
1016     79
1696     66
1337    193
282     101
1702    189
464     133
963     156
1596     77
1287     70
1599     57
1265    240
1534     69
118     145
276     115
472     124
768     140
632     156
1257     23
480      55
570     183
312      11
1491    188
1670    112
413     172
1273     86
600     150
869     121
1453    116
1449    134
Name: 723, dtype: int64 0.000000
1334) 504      57
815     197
296     172
348     135
261      79
811     128
192      39
11       80
658     108
1591     69
285     224
788     175
661     148
860      91
1499     78
831     194
48       45
854     151
1240    203
577     175
1517    234
1565    131
1519     24
1395    131
165     143
1024     53
1420    122
1114    122
1295    114
679     213
       ... 
1052    156
1016     78
1696     54
1337    193
282     107
1702    225
464     119
963     178
1596    169
1287    166
1599     63
1265    234
1534     93
118     146
276     143
472     144
768     143
632     140
1257    137
480      21
570     177
312      12
1491    166
1670     67
413     197
1273    141
600     147
869     142
1453    130
1449    131
Name: 724, dtype: int64 0.000000
1335) 504     187
815      54
296     212
348      35
261     120
811     255
192     255
11        0
658     238
1591    255
285     233
788      69
661      31
860       0
1499    224
831      22
48        0
854      39
1240    227
577     100
1517    219
1565      0
1519    255
1395    255
165     111
1024    222
1420     49
1114    150
1295    255
679     191
       ... 
1052    241
1016    255
1696    255
1337     45
282     245
1702    108
464     166
963     131
1596    138
1287    208
1599    255
1265    158
1534     52
118     255
276      39
472      91
768      81
632      54
1257    255
480     100
570     111
312     255
1491    144
1670    218
413     137
1273    255
600     180
869     255
1453    254
1449    139
Name: 4, dtype: int64 0.000000
1336) 504     226
815      49
296     218
348      30
261     199
811     255
192     255
11        0
658     242
1591    255
285     229
788     255
661      32
860       0
1499    233
831      24
48        0
854      30
1240    227
577      99
1517    224
1565      0
1519    255
1395    255
165     117
1024    222
1420     56
1114    139
1295    255
679     255
       ... 
1052     14
1016    255
1696    255
1337     45
282     255
1702    108
464      79
963     191
1596    151
1287    209
1599    255
1265    157
1534     85
118     255
276      63
472      91
768      87
632      47
1257    255
480      93
570     246
312     255
1491    142
1670    217
413     135
1273    255
600     198
869     255
1453    254
1449    138
Name: 3, dtype: int64 0.000000
1337) 504      45
815     203
296     174
348     148
261      78
811     130
192     180
11      133
658      92
1591     35
285     195
788     174
661     148
860     149
1499    208
831     132
48      225
854     152
1240    224
577     168
1517     86
1565    108
1519     31
1395    126
165     147
1024     55
1420    114
1114    162
1295    123
679     216
       ... 
1052    159
1016     57
1696     35
1337    117
282     102
1702    200
464      69
963     169
1596    186
1287    166
1599     46
1265    230
1534     69
118     152
276     138
472     162
768     139
632     157
1257     24
480      64
570     182
312      12
1491     85
1670     36
413     203
1273    113
600     148
869      56
1453    158
1449    136
Name: 727, dtype: int64 0.000000
1338) 504     103
815      40
296     250
348      53
261     200
811     255
192     255
11      254
658      58
1591    255
285     157
788     255
661      52
860     200
1499      0
831     114
48        0
854     255
1240    138
577     218
1517     73
1565      0
1519    255
1395    255
165     149
1024    222
1420    110
1114     82
1295     92
679     237
       ... 
1052    189
1016    255
1696    172
1337    113
282     162
1702     80
464     156
963     187
1596     95
1287    155
1599    218
1265     58
1534    171
118     255
276     231
472      45
768      39
632      26
1257    198
480     193
570     255
312     255
1491      9
1670    213
413      14
1273    255
600     255
869     255
1453      4
1449     54
Name: 2098, dtype: int64 0.000000
1339) 504      53
815     180
296     156
348     137
261      47
811     138
192      17
11      107
658     144
1591    123
285     202
788     180
661     148
860     143
1499    139
831     223
48      148
854     158
1240    182
577     163
1517    144
1565    131
1519     41
1395    150
165     131
1024     45
1420    121
1114    247
1295    141
679     199
       ... 
1052    121
1016    102
1696     65
1337    193
282      60
1702    204
464     136
963     173
1596    153
1287     49
1599     56
1265    233
1534     99
118     101
276      48
472     110
768     144
632     195
1257    154
480      79
570     168
312      20
1491    189
1670    119
413     187
1273     94
600     144
869     255
1453     84
1449    130
Name: 719, dtype: int64 0.000000
1340) 504      58
815     207
296     171
348     147
261      54
811     127
192     121
11       57
658      99
1591     48
285     206
788     172
661     131
860     168
1499     67
831     105
48      216
854     166
1240    224
577     174
1517    118
1565    104
1519     44
1395    117
165     143
1024     54
1420    111
1114    213
1295    153
679     208
       ... 
1052    159
1016     83
1696      1
1337    123
282     100
1702    186
464      86
963     136
1596    166
1287    140
1599     47
1265    216
1534     34
118     125
276      69
472     168
768     105
632     157
1257     22
480      76
570     179
312       5
1491     62
1670    106
413     193
1273    108
600     132
869      51
1453    182
1449    135
Name: 729, dtype: int64 0.000000
1341) 504      55
815     203
296     165
348     167
261      41
811     127
192      14
11      118
658      98
1591     42
285     200
788     170
661     104
860     166
1499     47
831      98
48      118
854     155
1240    228
577     167
1517    115
1565     99
1519     45
1395    115
165     138
1024     44
1420    115
1114    123
1295    132
679     220
       ... 
1052     73
1016    101
1696      1
1337    143
282      90
1702    179
464      68
963     213
1596    184
1287    150
1599     32
1265    214
1534     89
118      94
276      90
472     170
768     121
632     157
1257     98
480      80
570     163
312       6
1491     63
1670    138
413     182
1273    106
600     123
869      47
1453    187
1449    134
Name: 730, dtype: int64 0.000000
1342) 504      59
815     202
296     159
348     224
261      35
811     125
192      21
11      197
658      99
1591     41
285     193
788     167
661     116
860     172
1499     55
831      39
48      103
854     167
1240    156
577     170
1517    115
1565     91
1519     41
1395    114
165     142
1024     27
1420    116
1114     89
1295    109
679     207
       ... 
1052     39
1016     73
1696     21
1337    138
282      61
1702    190
464      79
963     207
1596    101
1287    156
1599     76
1265    215
1534     67
118     137
276     108
472     177
768     131
632     157
1257     23
480     147
570     178
312      35
1491     52
1670    125
413     192
1273     97
600     129
869      40
1453    195
1449    127
Name: 731, dtype: int64 0.000000
1343) 504      54
815     198
296     171
348     230
261      36
811     123
192      22
11      236
658      97
1591     55
285     182
788     157
661     101
860     167
1499     40
831      51
48       79
854     163
1240     80
577     158
1517    106
1565     85
1519     46
1395    110
165     132
1024     36
1420    108
1114     38
1295     82
679     207
       ... 
1052     40
1016     63
1696     31
1337    139
282      47
1702    225
464     100
963     188
1596    145
1287    166
1599     60
1265    219
1534     34
118     133
276     115
472     179
768     128
632     157
1257    101
480     146
570     162
312      43
1491     42
1670    147
413     196
1273    103
600     128
869      28
1453    197
1449    123
Name: 732, dtype: int64 0.000000
1344) 504      78
815     192
296     166
348     234
261      58
811     142
192      16
11      255
658     104
1591     11
285     167
788     158
661      98
860     137
1499     33
831      53
48       51
854     165
1240    172
577     153
1517     71
1565     75
1519     45
1395    109
165     133
1024     53
1420    106
1114     46
1295    151
679      74
       ... 
1052     35
1016     65
1696     21
1337    139
282      37
1702    222
464      64
963     159
1596     83
1287    192
1599     60
1265    218
1534     24
118     135
276     112
472     170
768     121
632     157
1257     24
480     149
570     163
312      31
1491     50
1670    175
413     195
1273    108
600     123
869      54
1453    199
1449    120
Name: 733, dtype: int64 0.000000
1345) 504      45
815     186
296     167
348     241
261      98
811     121
192      38
11      255
658     118
1591     10
285     178
788     154
661     116
860      83
1499     22
831      67
48       58
854     165
1240    119
577     168
1517     61
1565     70
1519     64
1395    106
165     135
1024    151
1420    183
1114     51
1295     65
679     159
       ... 
1052    134
1016     61
1696     34
1337    141
282      29
1702    204
464      50
963     150
1596    115
1287    209
1599     39
1265    222
1534     81
118     126
276     113
472     177
768     122
632     157
1257     75
480     168
570     151
312      28
1491     60
1670    163
413     169
1273     88
600     112
869      58
1453    199
1449    101
Name: 734, dtype: int64 0.000000
1346) 504      50
815     175
296     157
348     242
261     101
811     116
192      38
11      255
658     118
1591     12
285     152
788     161
661     116
860      69
1499     36
831      88
48      206
854     165
1240    178
577     144
1517     41
1565     62
1519    171
1395    102
165     140
1024    196
1420    227
1114     56
1295     36
679     167
       ... 
1052    147
1016     84
1696     21
1337    163
282      29
1702    196
464      46
963     210
1596    168
1287    227
1599     45
1265    219
1534    104
118     136
276     105
472     170
768     123
632     126
1257     26
480      80
570     158
312      17
1491     62
1670    142
413     170
1273     57
600     111
869      42
1453    199
1449     77
Name: 735, dtype: int64 0.000000
1347) 504      77
815     186
296     160
348     140
261      86
811     129
192      13
11       89
658     135
1591     87
285     198
788     180
661     121
860     177
1499    188
831     230
48       62
854     165
1240    187
577     147
1517    199
1565    126
1519     44
1395    142
165     132
1024     61
1420    116
1114    242
1295    124
679     192
       ... 
1052    119
1016    168
1696     62
1337    193
282      76
1702    184
464     154
963     161
1596    118
1287    216
1599     58
1265    233
1534     90
118     132
276      40
472     107
768     145
632     195
1257     78
480      73
570     169
312      16
1491    188
1670    102
413     184
1273     35
600     159
869     255
1453     84
1449    128
Name: 720, dtype: int64 0.000000
1348) 504      55
815     176
296     140
348     140
261      39
811     128
192      15
11      129
658     151
1591    124
285     198
788     179
661     131
860      93
1499     85
831     136
48      179
854     148
1240    183
577     152
1517    192
1565    131
1519     35
1395    150
165     131
1024     39
1420     77
1114    192
1295    153
679      86
       ... 
1052    128
1016     51
1696     40
1337    193
282      49
1702    188
464     141
963     147
1596    176
1287     77
1599     61
1265    223
1534    159
118     122
276      85
472     113
768     152
632     183
1257     88
480      46
570     155
312      17
1491    214
1670    109
413     152
1273    137
600     146
869     255
1453     83
1449    115
Name: 718, dtype: int64 0.000000
1349) 504       7
815     255
296     244
348      38
261     255
811     255
192     255
11      166
658     218
1591    255
285     128
788     255
661     255
860     102
1499    226
831     179
48        0
854     255
1240    251
577     220
1517    139
1565    245
1519    255
1395    255
165     255
1024    222
1420    156
1114     81
1295    252
679     255
       ... 
1052     20
1016    255
1696    255
1337     90
282     255
1702    108
464     255
963      50
1596    175
1287    171
1599    123
1265    212
1534     67
118     255
276      83
472      35
768     221
632      49
1257    245
480      92
570     255
312     255
1491    185
1670    196
413     255
1273    232
600     255
869     164
1453    237
1449    144
Name: 701, dtype: int64 0.000000
1350) 504      96
815      38
296      48
348     135
261     207
811     255
192     255
11        0
658     181
1591    255
285     155
788     111
661      43
860       0
1499    163
831     181
48      209
854      54
1240     91
577      94
1517    120
1565     28
1519    255
1395    195
165     214
1024    222
1420     57
1114     44
1295    255
679     173
       ... 
1052    125
1016     43
1696    255
1337     39
282     238
1702    124
464     203
963      52
1596     85
1287     38
1599     83
1265     15
1534     99
118     255
276     244
472     147
768     126
632      98
1257     66
480     190
570      26
312     255
1491     12
1670     40
413      16
1273    255
600      54
869     255
1453     17
1449    228
Name: 2104, dtype: int64 0.000000
1351) 504       6
815     152
296     175
348      50
261     255
811     255
192     255
11      124
658     210
1591    255
285     106
788     255
661     255
860     121
1499    226
831     174
48        0
854     201
1240    248
577      79
1517    159
1565    255
1519    255
1395    255
165     236
1024    211
1420    154
1114     94
1295     67
679     255
       ... 
1052    117
1016    255
1696    255
1337    170
282     255
1702    108
464     255
963      28
1596    176
1287    182
1599    171
1265    203
1534     39
118     255
276      89
472      49
768     128
632      71
1257    255
480      92
570     255
312     255
1491    183
1670    170
413     112
1273    191
600     255
869      62
1453    231
1449    142
Name: 702, dtype: int64 0.000000
1352) 504      21
815      61
296     152
348      60
261     182
811     255
192     255
11      157
658     205
1591    255
285     131
788     255
661      39
860      86
1499    223
831     175
48        0
854      40
1240    244
577      79
1517    161
1565    255
1519    255
1395    243
165     162
1024    172
1420    159
1114    229
1295    142
679     255
       ... 
1052    106
1016    255
1696    255
1337    116
282     255
1702    108
464     151
963     127
1596    146
1287    135
1599    183
1265    195
1534     26
118     255
276     208
472      62
768     127
632      80
1257    252
480     102
570     248
312     255
1491    141
1670     90
413     123
1273     31
600     169
869      21
1453    225
1449    134
Name: 703, dtype: int64 0.000000
1353) 504     123
815      50
296      35
348     170
261     208
811      27
192     104
11        0
658     169
1591    255
285     166
788      57
661      78
860       4
1499    169
831     181
48      141
854     129
1240     90
577      51
1517    198
1565    154
1519    255
1395    123
165     214
1024    221
1420     58
1114    100
1295    169
679      41
       ... 
1052    129
1016     49
1696    255
1337     44
282     131
1702    124
464     213
963      41
1596    136
1287     13
1599     40
1265     18
1534    204
118      85
276     243
472     159
768     152
632     139
1257    151
480     196
570      38
312     107
1491     24
1670      7
413      42
1273    220
600      34
869      58
1453     27
1449    177
Name: 2107, dtype: int64 0.000000
1354) 504     129
815      45
296      35
348     151
261     208
811      27
192     118
11        0
658     177
1591    255
285     156
788      56
661      58
860       0
1499    166
831     185
48      212
854     110
1240     93
577      16
1517    213
1565    223
1519    255
1395    147
165     224
1024    222
1420     50
1114     85
1295    170
679      39
       ... 
1052    128
1016     46
1696    200
1337     67
282     155
1702    127
464     213
963      45
1596    105
1287     36
1599     44
1265     18
1534    176
118      96
276     247
472     156
768     146
632     125
1257    158
480     196
570      32
312     103
1491     19
1670     12
413      46
1273    237
600      37
869      59
1453     15
1449    173
Name: 2106, dtype: int64 0.000000
1355) 504     107
815      41
296      39
348     143
261     207
811      25
192     130
11        0
658     175
1591    255
285     158
788      61
661      48
860       0
1499    165
831     179
48      216
854      85
1240     90
577      55
1517    206
1565    181
1519    255
1395    153
165     214
1024    222
1420     43
1114     50
1295    173
679      38
       ... 
1052    128
1016     45
1696    200
1337     48
282     165
1702    126
464     209
963      39
1596     69
1287     39
1599     53
1265     17
1534    132
118     152
276     244
472     151
768     131
632     112
1257     25
480     195
570      30
312     237
1491     15
1670    103
413      29
1273    255
600      61
869     170
1453     16
1449    189
Name: 2105, dtype: int64 0.000000
1356) 504      34
815      93
296      62
348     102
261      13
811     124
192      35
11       91
658     161
1591    255
285     112
788     180
661      78
860     111
1499    119
831     114
48      118
854      88
1240    249
577     110
1517    103
1565    255
1519    255
1395    168
165     151
1024    136
1420    175
1114    221
1295     57
679     165
       ... 
1052     94
1016    206
1696    255
1337    193
282      97
1702    108
464     101
963     157
1596    185
1287    221
1599    255
1265    199
1534     28
118      69
276     192
472      78
768       9
632     134
1257     54
480     216
570     110
312     118
1491    164
1670     59
413     138
1273    118
600     131
869     172
1453    181
1449    125
Name: 707, dtype: int64 0.000000
1357) 504     104
815      48
296      59
348     172
261     181
811      62
192      96
11        0
658      65
1591    254
285     173
788       5
661      78
860       7
1499      0
831     138
48        0
854      45
1240    140
577     210
1517     93
1565      0
1519    255
1395     64
165      67
1024    222
1420     73
1114    116
1295     19
679      88
       ... 
1052    127
1016    255
1696    255
1337     34
282     117
1702    150
464     213
963     224
1596    228
1287     89
1599    134
1265     23
1534     90
118     105
276     244
472      97
768       7
632      95
1257    150
480     206
570      29
312     182
1491     51
1670    205
413      30
1273    255
600      30
869     255
1453     24
1449    229
Name: 2491, dtype: int64 0.000000
1358) 504     192
815      97
296     191
348      78
261     117
811     180
192     147
11      159
658     245
1591    255
285     236
788     142
661      81
860      30
1499    246
831      73
48        0
854      83
1240    181
577     142
1517    165
1565      0
1519    255
1395    255
165      90
1024    222
1420    148
1114    140
1295    255
679     124
       ... 
1052    231
1016    255
1696    255
1337     45
282      64
1702    108
464      73
963     172
1596    127
1287    137
1599    255
1265    166
1534     30
118     182
276      17
472      78
768     112
632     110
1257    255
480     137
570     116
312      29
1491    167
1670    227
413     185
1273    255
600     186
869     255
1453    251
1449    145
Name: 10, dtype: int64 0.000000
1359) 504      66
815     167
296     133
348     139
261      47
811     125
192       8
11      109
658     167
1591    168
285     190
788     180
661     131
860     100
1499     14
831     156
48      161
854      99
1240    157
577     157
1517    150
1565    127
1519     49
1395    150
165     135
1024     51
1420     61
1114    229
1295    149
679      81
       ... 
1052    123
1016     47
1696     64
1337    193
282      42
1702    186
464     162
963     212
1596    216
1287    168
1599    124
1265    214
1534    156
118      86
276     104
472     130
768     124
632     183
1257     25
480     164
570     163
312      17
1491    212
1670     68
413     173
1273     76
600     155
869     255
1453     84
1449     91
Name: 717, dtype: int64 0.000000
1360) 504      72
815      41
296      68
348     165
261     192
811      38
192     102
11        0
658      59
1591    255
285     173
788       5
661      65
860       2
1499      0
831     138
48        0
854      40
1240    145
577     209
1517    116
1565      0
1519    255
1395     80
165     103
1024    222
1420     64
1114    181
1295     20
679      83
       ... 
1052    120
1016    255
1696    255
1337     34
282     108
1702    150
464     215
963     218
1596    236
1287     83
1599    146
1265     35
1534    125
118     121
276     245
472      72
768       8
632      93
1257    254
480     203
570      26
312     176
1491     44
1670    203
413      48
1273    255
600      41
869     255
1453     22
1449    225
Name: 2492, dtype: int64 0.000000
1361) 504     165
815     151
296      10
348     118
261      52
811      52
192      21
11      116
658     155
1591    255
285     141
788     218
661     133
860      36
1499     83
831      17
48       65
854      29
1240    199
577     179
1517     70
1565    177
1519    145
1395    165
165      22
1024    222
1420    194
1114    239
1295    105
679      75
       ... 
1052    103
1016    160
1696    252
1337    193
282      61
1702     19
464     104
963      79
1596    123
1287    148
1599    138
1265    194
1534    219
118     129
276     148
472     115
768      42
632     228
1257     25
480     141
570      11
312      45
1491    143
1670     35
413     172
1273     54
600     171
869     255
1453    192
1449    134
Name: 711, dtype: int64 0.000000
1362) 504      36
815      35
296      59
348      77
261     209
811     255
192     255
11        0
658      41
1591    255
285     218
788     255
661      47
860       0
1499      0
831     107
48        0
854     255
1240    141
577     203
1517    187
1565      0
1519    255
1395     96
165      46
1024    222
1420     44
1114    172
1295     21
679      84
       ... 
1052    201
1016    255
1696    255
1337     38
282      83
1702    153
464     188
963     159
1596    243
1287    155
1599    246
1265     45
1534    129
118     255
276     143
472      47
768       2
632      31
1257    255
480     199
570     152
312     255
1491     28
1670    214
413      29
1273    255
600     255
869     255
1453     22
1449    223
Name: 2497, dtype: int64 0.000000
1363) 504      44
815     138
296     135
348     166
261      38
811     122
192      15
11      105
658     157
1591    255
285     161
788     183
661     101
860      42
1499     23
831     203
48       42
854     147
1240    192
577     142
1517     67
1565    142
1519     41
1395    165
165     136
1024    201
1420     85
1114    230
1295    114
679      76
       ... 
1052     65
1016     25
1696    130
1337    193
282      96
1702    218
464      61
963      87
1596    183
1287    192
1599     79
1265    185
1534    195
118      26
276     147
472     118
768      64
632     164
1257     59
480     144
570     142
312     138
1491    206
1670    145
413     149
1273     83
600     148
869     255
1453    140
1449     80
Name: 713, dtype: int64 0.000000
1364) 504     227
815      63
296     208
348      45
261     106
811     169
192     130
11        0
658     239
1591    255
285     225
788       5
661      36
860       0
1499    234
831      28
48        0
854      44
1240    227
577     104
1517    226
1565      0
1519    255
1395    255
165     109
1024    222
1420    134
1114    173
1295    255
679      95
       ... 
1052    245
1016    255
1696    255
1337     45
282     193
1702    108
464      63
963     181
1596    143
1287    189
1599    255
1265    155
1534     66
118     221
276      60
472      98
768      81
632      72
1257    255
480     110
570     107
312     226
1491    146
1670    216
413     150
1273    255
600     174
869     255
1453    254
1449    142
Name: 5, dtype: int64 0.000000
1365) 504      86
815     255
296     239
348      67
261     255
811     255
192     255
11        0
658     202
1591    255
285     156
788     255
661     255
860       0
1499     57
831     155
48        2
854     255
1240     91
577     209
1517    113
1565      0
1519    255
1395    255
165     255
1024    222
1420     42
1114     10
1295    255
679     255
       ... 
1052    116
1016     19
1696    255
1337    109
282     255
1702    127
464     255
963     193
1596    147
1287     16
1599    252
1265     28
1534     60
118     255
276     238
472     140
768     219
632      61
1257     40
480     183
570     255
312     255
1491     10
1670    140
413     255
1273    255
600     255
869     255
1453     19
1449    208
Name: 2101, dtype: int64 0.000000
1366) 504     128
815      38
296     255
348      45
261     204
811     255
192     255
11      229
658      58
1591    255
285     115
788     255
661      44
860     200
1499      0
831     127
48        0
854     255
1240    128
577     255
1517     36
1565      0
1519    255
1395    255
165     148
1024    222
1420    133
1114     82
1295     86
679     255
       ... 
1052    185
1016    255
1696    233
1337     48
282     248
1702     58
464     158
963     117
1596    107
1287     91
1599    255
1265     58
1534    156
118     255
276     249
472      40
768     250
632      20
1257    255
480     188
570     255
312     255
1491      8
1670    215
413      30
1273    255
600     255
869     255
1453      4
1449     54
Name: 2099, dtype: int64 0.000000
1367) 504     154
815      66
296      23
348     218
261     171
811      52
192      86
11      255
658      72
1591    255
285     202
788      18
661     184
860     211
1499     98
831     181
48       90
854     126
1240    169
577     204
1517     97
1565    255
1519    255
1395    102
165     130
1024    171
1420     41
1114    165
1295    255
679     108
       ... 
1052     64
1016    254
1696    255
1337     34
282     163
1702    150
464      88
963     167
1596    219
1287     17
1599    111
1265     17
1534     91
118      48
276     218
472     164
768      16
632     217
1257    255
480     206
570      36
312     191
1491    120
1670    198
413      52
1273    255
600      44
869     255
1453     29
1449    227
Name: 2477, dtype: int64 0.000000
1368) 504     160
815     117
296      77
348     197
261     191
811      55
192      74
11      107
658      89
1591     35
285     120
788      42
661     212
860      34
1499    176
831      87
48      152
854     175
1240     18
577     102
1517    103
1565    245
1519    255
1395    165
165     206
1024     99
1420    135
1114    193
1295    128
679      32
       ... 
1052    179
1016    255
1696     41
1337    110
282     159
1702    190
464     115
963      93
1596     49
1287    111
1599     28
1265     28
1534    224
118      11
276     101
472      68
768      36
632     206
1257    160
480     194
570      59
312     138
1491     90
1670     87
413      22
1273     90
600      46
869      20
1453     57
1449     42
Name: 2130, dtype: int64 0.000000
1369) 504     150
815     119
296      75
348     185
261     195
811      54
192      77
11      143
658      74
1591     53
285      55
788      44
661     171
860      39
1499    193
831      73
48      156
854     163
1240     40
577      91
1517    105
1565    255
1519    255
1395    165
165     199
1024     73
1420    216
1114    195
1295     83
679      29
       ... 
1052    192
1016    255
1696     22
1337    111
282     153
1702    190
464     108
963     159
1596     65
1287    139
1599     33
1265     17
1534    241
118      10
276     109
472      60
768      37
632     206
1257     24
480     194
570      66
312     144
1491     66
1670     90
413      26
1273     94
600      39
869      21
1453     54
1449     44
Name: 2131, dtype: int64 0.000000
1370) 504      85
815     196
296     174
348     140
261      54
811     138
192      26
11       77
658     136
1591    154
285     234
788     156
661     159
860     132
1499    241
831     142
48       63
854     165
1240    155
577     159
1517    209
1565     53
1519     33
1395    148
165     123
1024    104
1420    127
1114     58
1295    167
679     102
       ... 
1052    122
1016     84
1696     58
1337    146
282     103
1702    200
464     133
963     218
1596    234
1287     41
1599     75
1265    250
1534     85
118     167
276      83
472      58
768     184
632     157
1257    162
480      60
570     181
312      49
1491    191
1670     15
413     192
1273     91
600     162
869     121
1453    104
1449    151
Name: 622, dtype: int64 0.000000
1371) 504     232
815      92
296     228
348      47
261     236
811     155
192     186
11        0
658     166
1591    255
285      99
788     122
661     232
860       0
1499    124
831      47
48        0
854      29
1240     93
577     116
1517    131
1565      0
1519    255
1395    255
165      59
1024    222
1420    201
1114     92
1295    255
679      97
       ... 
1052     29
1016    255
1696    255
1337     45
282      94
1702    108
464     226
963     229
1596    242
1287    152
1599    255
1265    153
1534     81
118     210
276       5
472     221
768     132
632      33
1257    255
480     149
570     141
312     113
1491    144
1670    235
413     175
1273    255
600     120
869     255
1453    246
1449    214
Name: 44, dtype: int64 0.000000
1372) 504      57
815     151
296     133
348     141
261     107
811     134
192       8
11       97
658     193
1591    255
285     195
788     156
661     131
860     113
1499     47
831     247
48      160
854     161
1240    151
577     136
1517    142
1565    115
1519     61
1395    161
165     129
1024    183
1420     59
1114    185
1295      7
679      91
       ... 
1052    206
1016     22
1696    159
1337    146
282      49
1702    204
464     133
963     177
1596    170
1287    164
1599    252
1265    219
1534    132
118      56
276      98
472      98
768     103
632     183
1257    151
480     159
570     138
312      78
1491    197
1670    128
413     168
1273    133
600     159
869     255
1453     78
1449     92
Name: 615, dtype: int64 0.000000
1373) 504      62
815     158
296     139
348     148
261     104
811     134
192       8
11      107
658     207
1591    255
285     184
788     153
661     136
860      51
1499    137
831     241
48      185
854     142
1240    167
577     148
1517    219
1565    113
1519     48
1395    160
165     127
1024    177
1420     85
1114    184
1295      6
679      89
       ... 
1052    216
1016     15
1696     66
1337    146
282      68
1702    222
464     120
963      44
1596    155
1287    175
1599    168
1265    212
1534    134
118     173
276     129
472     101
768     182
632     183
1257     23
480     137
570     160
312       6
1491    198
1670    110
413     163
1273    113
600     157
869     255
1453     69
1449    114
Name: 616, dtype: int64 0.000000
1374) 504     200
815      38
296      71
348     216
261     187
811      52
192      76
11        0
658     124
1591    255
285     106
788      22
661     194
860      52
1499    108
831     201
48       91
854     185
1240     98
577      23
1517    214
1565    255
1519    255
1395    255
165     124
1024    159
1420     74
1114    195
1295    255
679     105
       ... 
1052    194
1016    245
1696    255
1337     34
282     198
1702    155
464      77
963      89
1596    233
1287     96
1599    126
1265     53
1534    235
118     111
276     214
472     155
768      16
632     227
1257     62
480     209
570      41
312     182
1491     49
1670    189
413      50
1273    255
600      51
869     255
1453     58
1449    217
Name: 2466, dtype: int64 0.000000
1375) 504      57
815     178
296     167
348     144
261      65
811     138
192      42
11      118
658     172
1591    188
285     198
788     153
661     111
860     104
1499    173
831     228
48       75
854     164
1240    167
577     174
1517    203
1565     54
1519     38
1395    162
165     116
1024     89
1420     97
1114    247
1295    149
679     105
       ... 
1052    122
1016    119
1696     59
1337    146
282     113
1702    208
464     103
963     171
1596    211
1287    104
1599     72
1265    234
1534     96
118     163
276     111
472     105
768     188
632     144
1257    252
480      69
570     192
312      72
1491    199
1670    173
413     203
1273     39
600     146
869     255
1453     64
1449    162
Name: 619, dtype: int64 0.000000
1376) 504     118
815      59
296      39
348     162
261     210
811      34
192      94
11        0
658     180
1591    255
285     156
788     110
661      58
860       0
1499    165
831      60
48      221
854     133
1240     92
577      14
1517    121
1565    193
1519    255
1395    132
165     209
1024    222
1420     65
1114    112
1295    255
679      47
       ... 
1052    130
1016     49
1696    255
1337     55
282     178
1702    129
464     183
963      64
1596     83
1287     18
1599     44
1265     21
1534    204
118      76
276     238
472     148
768     136
632     124
1257    157
480     193
570      41
312     102
1491     17
1670     14
413      38
1273    255
600      50
869     117
1453     21
1449    189
Name: 2156, dtype: int64 0.000000
1377) 504     103
815      49
296      38
348     157
261     208
811      34
192     104
11        0
658     178
1591    255
285     141
788     113
661      47
860       0
1499    158
831      65
48      217
854      85
1240     95
577      21
1517    145
1565    191
1519    255
1395    149
165     195
1024    222
1420     62
1114     97
1295    255
679      54
       ... 
1052    126
1016     45
1696    255
1337     43
282     171
1702    124
464     180
963      48
1596     65
1287     33
1599     48
1265     26
1534    187
118     149
276     241
472     142
768     126
632     103
1257     24
480     196
570      32
312     237
1491     12
1670    111
413      33
1273    255
600      40
869     147
1453     22
1449    212
Name: 2155, dtype: int64 0.000000
1378) 504      87
815      46
296      28
348     109
261     236
811     255
192     255
11        0
658     191
1591    255
285     145
788     255
661      40
860       0
1499    163
831      81
48       35
854      32
1240     89
577      26
1517    204
1565      3
1519    255
1395    255
165     217
1024    222
1420     26
1114     36
1295    255
679     255
       ... 
1052    125
1016     35
1696    255
1337     54
282     255
1702    127
464     201
963      42
1596    141
1287     34
1599    159
1265     29
1534    199
118     255
276     245
472     126
768     199
632      95
1257     34
480     190
570     234
312     255
1491     12
1670     26
413      15
1273    255
600      86
869     255
1453     20
1449    218
Name: 2153, dtype: int64 0.000000
1379) 504      61
815     137
296     126
348     226
261      90
811     131
192      16
11      133
658     188
1591    255
285     191
788     153
661     159
860      45
1499     19
831     226
48       95
854     150
1240    190
577     138
1517     82
1565    240
1519     20
1395    169
165     122
1024    209
1420     74
1114    135
1295      8
679      97
       ... 
1052    216
1016     34
1696    121
1337    146
282      48
1702     90
464     161
963     202
1596    207
1287    206
1599    255
1265    227
1534    226
118      30
276      91
472      92
768      39
632     181
1257     51
480     144
570     154
312     111
1491    185
1670     71
413     143
1273     72
600     170
869     255
1453    107
1449    154
Name: 613, dtype: int64 0.000000
1380) 504      83
815     197
296     180
348     129
261      49
811     134
192     113
11       78
658     140
1591     90
285     223
788     164
661     148
860      99
1499    150
831     129
48       82
854     150
1240    171
577     182
1517    227
1565    136
1519     33
1395    145
165     119
1024     80
1420    128
1114     66
1295    118
679      97
       ... 
1052    186
1016     92
1696     51
1337    146
282     103
1702    175
464     110
963     144
1596    195
1287    201
1599     54
1265    226
1534     82
118     165
276      86
472      31
768     178
632     170
1257    145
480      21
570     188
312      64
1491    171
1670     45
413     185
1273      5
600     150
869      17
1453    109
1449    156
Name: 624, dtype: int64 0.000000
1381) 504      81
815     202
296     184
348     148
261      49
811     134
192      40
11       87
658     118
1591     83
285     220
788     161
661     148
860      90
1499    122
831     219
48      139
854     151
1240    196
577     180
1517     98
1565    120
1519     36
1395    136
165     119
1024     33
1420    135
1114    135
1295    180
679      97
       ... 
1052    157
1016     89
1696      9
1337    146
282     106
1702    209
464      83
963     181
1596    195
1287    208
1599     42
1265    246
1534     53
118     162
276      74
472      38
768     171
632     160
1257    129
480      31
570     181
312      52
1491    184
1670     97
413     192
1273      5
600     148
869      15
1453    110
1449    152
Name: 625, dtype: int64 0.000000
1382) 504      90
815     200
296     183
348     142
261      40
811     134
192     184
11      109
658     115
1591     38
285     208
788     159
661     148
860     103
1499    226
831      88
48      224
854     150
1240    216
577     162
1517    101
1565     69
1519     30
1395    136
165     122
1024     45
1420    138
1114    106
1295    147
679      95
       ... 
1052    152
1016    104
1696     14
1337    146
282     105
1702    194
464      91
963     154
1596    224
1287     73
1599     55
1265    248
1534     85
118     156
276      80
472      29
768     170
632     182
1257     38
480      56
570     183
312     102
1491    152
1670     23
413     184
1273     23
600     136
869      31
1453    118
1449    137
Name: 626, dtype: int64 0.000000
1383) 504      75
815     146
296      47
348     100
261     255
811     255
192     255
11        0
658     192
1591    255
285     165
788     255
661     255
860       0
1499     81
831     111
48        2
854     198
1240     90
577      22
1517    206
1565      0
1519    255
1395    255
165     241
1024    222
1420     33
1114     26
1295    255
679     255
       ... 
1052    124
1016     30
1696    255
1337     58
282     255
1702    126
464     255
963     174
1596    136
1287     73
1599    179
1265     29
1534    166
118     255
276     245
472     141
768     196
632      76
1257     53
480     185
570     255
312     255
1491      7
1670     57
413      11
1273    255
600     255
869     255
1453     20
1449    218
Name: 2152, dtype: int64 0.000000
1384) 504      80
815     201
296     168
348     129
261      50
811     129
192      29
11      115
658     106
1591     44
285     203
788     165
661     117
860     107
1499    244
831     151
48      213
854     151
1240    160
577     159
1517     87
1565    116
1519     29
1395    127
165     123
1024     69
1420    110
1114    166
1295    160
679      99
       ... 
1052    163
1016    152
1696     19
1337    120
282      55
1702    199
464     106
963     160
1596    130
1287    141
1599     51
1265    222
1534     56
118     153
276      75
472      47
768     175
632     157
1257     83
480      65
570     183
312      43
1491     90
1670    117
413     203
1273    105
600     132
869      33
1453    132
1449    127
Name: 628, dtype: int64 0.000000
1385) 504     233
815     112
296     227
348      56
261     235
811     158
192     157
11        0
658     164
1591    255
285     133
788      19
661     225
860       0
1499    102
831      55
48        5
854      41
1240     81
577     122
1517     70
1565      9
1519    255
1395    255
165      59
1024    222
1420    183
1114     77
1295    255
679     110
       ... 
1052     20
1016    255
1696    255
1337     45
282      79
1702    108
464      92
963     236
1596    143
1287    167
1599    252
1265    145
1534     71
118     159
276       4
472     173
768     201
632      49
1257    255
480     147
570     157
312      26
1491    148
1670    238
413     209
1273    255
600     142
869     255
1453    244
1449    204
Name: 42, dtype: int64 0.000000
1386) 504      94
815     203
296     175
348     158
261      67
811     129
192      24
11      164
658     111
1591     32
285     198
788     166
661     116
860      81
1499    224
831     155
48      133
854     133
1240     96
577     162
1517    103
1565    118
1519     24
1395    129
165     113
1024     72
1420    104
1114    152
1295    196
679     192
       ... 
1052    111
1016    115
1696     11
1337    121
282      43
1702    205
464     126
963     182
1596    232
1287    166
1599     52
1265    231
1534     89
118     152
276      77
472      59
768     172
632     157
1257     60
480      68
570     183
312      43
1491     71
1670    125
413     190
1273    125
600     149
869      22
1453    137
1449    125
Name: 629, dtype: int64 0.000000
1387) 504     232
815      85
296     228
348      35
261     236
811     234
192     255
11        0
658     176
1591    255
285      40
788      72
661     227
860       0
1499    127
831      65
48        0
854      70
1240     97
577      93
1517     40
1565      0
1519    255
1395    255
165      57
1024    222
1420    201
1114     92
1295    255
679      94
       ... 
1052     42
1016    255
1696    255
1337     45
282      91
1702    108
464     233
963     237
1596    239
1287    175
1599    255
1265    144
1534     99
118     255
276       4
472     108
768     139
632      26
1257    255
480     143
570     120
312     255
1491    150
1670    228
413     189
1273    255
600     129
869     255
1453    247
1449    227
Name: 45, dtype: int64 0.000000
1388) 504      63
815     127
296     125
348      98
261      70
811     130
192      53
11      109
658     195
1591    255
285     169
788     164
661     159
860      43
1499     21
831     216
48       33
854     132
1240    195
577     131
1517     96
1565    244
1519     27
1395    161
165     116
1024    213
1420    121
1114    238
1295      8
679      82
       ... 
1052    200
1016     52
1696    191
1337    131
282      52
1702    108
464     137
963     152
1596    216
1287    162
1599    255
1265    216
1534    202
118      41
276     148
472      63
768      39
632     236
1257    135
480     144
570     139
312     111
1491    146
1670    108
413     180
1273     38
600     182
869     255
1453    124
1449     83
Name: 612, dtype: int64 0.000000
1389) 504      97
815     176
296     145
348     142
261      58
811     133
192      16
11      109
658     168
1591    129
285     198
788     163
661     132
860      95
1499    142
831     210
48      156
854     150
1240    157
577     142
1517    189
1565    131
1519     44
1395    166
165     126
1024     72
1420     71
1114    188
1295    155
679      95
       ... 
1052    131
1016    122
1696     71
1337    165
282      75
1702    207
464     145
963     186
1596    204
1287    105
1599     97
1265    232
1534    130
118      88
276      79
472      93
768     162
632     183
1257     71
480      39
570     165
312      61
1491    210
1670     84
413     152
1273     18
600     158
869     255
1453     73
1449    135
Name: 668, dtype: int64 0.000000
1390) 504      87
815      51
296      25
348     182
261     210
811      35
192      83
11        0
658     168
1591    255
285     112
788     118
661     162
860     102
1499    160
831      51
48       74
854     137
1240     18
577      51
1517    166
1565     21
1519    255
1395    142
165     209
1024    222
1420     72
1114    106
1295    255
679      54
       ... 
1052    128
1016     50
1696    255
1337     59
282     156
1702    134
464     210
963      76
1596     54
1287     45
1599     40
1265     24
1534    160
118      68
276     241
472     143
768     137
632     194
1257     85
480     151
570      43
312     106
1491     39
1670     94
413      26
1273    217
600      35
869      36
1453     65
1449    182
Name: 2159, dtype: int64 0.000000
1391) 504      51
815      82
296     219
348      40
261      84
811     255
192     255
11        0
658     183
1591    177
285      45
788     255
661     233
860       0
1499     11
831      91
48       55
854     255
1240     99
577      93
1517     29
1565     66
1519    255
1395    208
165      97
1024    222
1420    242
1114    156
1295    255
679      87
       ... 
1052     58
1016     64
1696    164
1337    100
282      45
1702    108
464     133
963      97
1596    231
1287    207
1599    132
1265    135
1534    181
118     255
276      79
472      54
768      97
632      24
1257    255
480      68
570     190
312     255
1491     80
1670    237
413     121
1273    255
600     254
869     255
1453    151
1449     46
Name: 597, dtype: int64 0.000000
1392) 504      86
815     159
296     150
348     141
261      88
811     146
192     105
11      119
658     228
1591    255
285     201
788      91
661     166
860     101
1499    151
831     171
48       70
854     109
1240    131
577     150
1517     71
1565    228
1519     49
1395     50
165     104
1024    200
1420     28
1114    188
1295      5
679     133
       ... 
1052    203
1016    124
1696    156
1337    117
282     154
1702    102
464      82
963      40
1596    162
1287    211
1599    255
1265    226
1534    212
118     191
276      92
472     127
768      46
632     183
1257    155
480     150
570     170
312      95
1491    203
1670     52
413     171
1273     66
600     173
869     255
1453     63
1449     92
Name: 466, dtype: int64 0.000000
1393) 504     141
815     108
296      54
348     209
261     181
811      54
192      84
11      166
658     182
1591    255
285     155
788      35
661     217
860     228
1499    127
831      42
48       52
854     185
1240    222
577     195
1517    167
1565     15
1519    255
1395    156
165     216
1024     23
1420    228
1114    220
1295     61
679      67
       ... 
1052     33
1016     59
1696    255
1337     52
282     169
1702    169
464     199
963     167
1596     37
1287     51
1599     32
1265     38
1534     75
118      81
276      48
472      67
768     126
632     227
1257    167
480     164
570      56
312      91
1491    129
1670     78
413      36
1273    126
600      56
869     255
1453     75
1449    159
Name: 2170, dtype: int64 0.000000
1394) 504     231
815      68
296     250
348      26
261     143
811     255
192     255
11        0
658     191
1591    255
285      37
788     255
661     174
860       0
1499    121
831      83
48        0
854     255
1240     99
577     196
1517     21
1565      0
1519    255
1395    255
165      56
1024    222
1420    189
1114    131
1295    255
679     251
       ... 
1052     31
1016    255
1696    255
1337     34
282     168
1702    108
464     209
963     219
1596     79
1287    212
1599    255
1265    143
1534    138
118     255
276      40
472       9
768      83
632      13
1257    255
480      97
570     255
312     255
1491     70
1670    226
413     141
1273    255
600     255
869     255
1453    248
1449    225
Name: 48, dtype: int64 0.000000
1395) 504     151
815     109
296      64
348     195
261     195
811      37
192      91
11      198
658     174
1591    255
285     127
788      52
661     210
860     226
1499    129
831      43
48       52
854     191
1240    180
577     196
1517    186
1565     10
1519    255
1395    162
165     212
1024     48
1420    151
1114    217
1295     72
679      70
       ... 
1052     42
1016     29
1696    255
1337     42
282     174
1702    171
464     182
963     188
1596     59
1287    118
1599     28
1265     34
1534    120
118      80
276     180
472      72
768     152
632     216
1257    137
480     153
570      55
312      21
1491    148
1670     75
413      37
1273    122
600      55
869     255
1453     91
1449    233
Name: 2168, dtype: int64 0.000000
1396) 504     111
815      54
296      30
348     207
261     176
811      35
192      83
11        0
658     161
1591    255
285     126
788     117
661     174
860     216
1499    152
831      53
48       80
854     167
1240     12
577     155
1517    127
1565     11
1519    255
1395    148
165     212
1024     72
1420     62
1114    145
1295    198
679      57
       ... 
1052    144
1016     51
1696    255
1337     36
282     169
1702    129
464     222
963      82
1596     77
1287     52
1599     37
1265     14
1534    171
118      84
276     240
472     126
768     157
632     218
1257     25
480     199
570      39
312     111
1491     47
1670     85
413      37
1273    153
600      63
869     126
1453    127
1449    192
Name: 2161, dtype: int64 0.000000
1397) 504     102
815      29
296      24
348     200
261     197
811      35
192      78
11        0
658     160
1591    255
285     127
788     120
661     153
860     223
1499    160
831      50
48       81
854     150
1240     15
577     146
1517    134
1565     18
1519    255
1395    152
165     195
1024    207
1420     50
1114     74
1295    255
679      57
       ... 
1052    138
1016     49
1696    254
1337     55
282     161
1702    141
464     211
963      77
1596     32
1287     15
1599     37
1265     24
1534    146
118      78
276     247
472     139
768     144
632     219
1257     88
480     197
570      40
312     111
1491     61
1670     88
413      26
1273    196
600      42
869      37
1453     95
1449    178
Name: 2160, dtype: int64 0.000000
1398) 504      27
815      60
296     166
348      53
261     170
811     255
192     255
11      132
658     212
1591    255
285     134
788     255
661      39
860      95
1499    230
831     240
48        0
854      40
1240    152
577      73
1517    182
1565    206
1519    255
1395    243
165     129
1024    186
1420    154
1114    234
1295    155
679     255
       ... 
1052     43
1016    182
1696    255
1337    106
282     255
1702    108
464     147
963     129
1596    106
1287    205
1599     76
1265    209
1534     54
118     255
276     181
472     135
768     129
632      67
1257    158
480      98
570     248
312     255
1491    104
1670    187
413     137
1273    187
600     140
869      11
1453    232
1449    197
Name: 603, dtype: int64 0.000000
1399) 504      72
815     128
296     114
348     139
261      53
811     173
192      51
11       91
658     201
1591    255
285     163
788     216
661     116
860      37
1499     41
831      27
48       13
854     101
1240    183
577     123
1517     90
1565    255
1519     60
1395    161
165      57
1024    204
1420    196
1114    241
1295      7
679      87
       ... 
1052     86
1016    153
1696    255
1337    130
282      55
1702    108
464     194
963     159
1596    150
1287    150
1599    255
1265    230
1534    193
118      14
276     132
472      80
768      39
632     234
1257     47
480     128
570      19
312      46
1491    120
1670    106
413     145
1273     29
600     175
869     255
1453    132
1449     95
Name: 611, dtype: int64 0.000000
1400) 504     231
815      75
296     228
348      30
261     217
811     255
192     255
11        0
658     194
1591    255
285      22
788     255
661     208
860       0
1499    123
831     141
48        0
854     255
1240     95
577      98
1517     51
1565      0
1519    255
1395    255
165      55
1024    222
1420    203
1114    134
1295    255
679      93
       ... 
1052     59
1016    255
1696    255
1337     33
282      79
1702    108
464      26
963     188
1596    191
1287    199
1599    255
1265    142
1534    112
118     255
276      34
472      87
768     146
632      16
1257    255
480      71
570     211
312     255
1491     92
1670    222
413     128
1273    255
600     254
869     255
1453    248
1449    237
Name: 47, dtype: int64 0.000000
1401) 504     193
815      33
296      68
348     216
261     164
811      49
192      83
11        0
658     129
1591    255
285     155
788      21
661     171
860      86
1499    118
831     194
48       88
854     185
1240    146
577      23
1517    214
1565    192
1519    255
1395    255
165     129
1024    180
1420     47
1114    158
1295    255
679     101
       ... 
1052    199
1016    254
1696    255
1337     35
282     195
1702    154
464      80
963     102
1596    208
1287     34
1599    139
1265     51
1534    238
118      94
276     212
472     143
768      20
632     227
1257     76
480     210
570      52
312     177
1491     20
1670    185
413      69
1273    255
600      71
869     255
1453     63
1449    228
Name: 2464, dtype: int64 0.000000
1402) 504      67
815      80
296     131
348      98
261      20
811     129
192      74
11       91
658     199
1591    255
285     124
788     179
661      50
860     126
1499    175
831     238
48        4
854      83
1240    167
577     107
1517    111
1565    224
1519    113
1395    138
165     130
1024    144
1420    177
1114    226
1295     46
679      71
       ... 
1052     98
1016    176
1696    255
1337    123
282      71
1702    108
464     126
963     150
1596    131
1287    161
1599    211
1265    190
1534    116
118     126
276     156
472      67
768     144
632     108
1257    130
480     129
570      99
312     116
1491    158
1670    109
413     169
1273     85
600     130
869     127
1453    204
1449    159
Name: 606, dtype: int64 0.000000
1403) 504      67
815      90
296     109
348      91
261      20
811     133
192     103
11      103
658     189
1591    255
285     112
788     193
661      68
860     131
1499     79
831     219
48      121
854      85
1240    157
577     102
1517    119
1565    255
1519    204
1395    177
165     126
1024    178
1420    172
1114    226
1295     37
679     179
       ... 
1052     97
1016    166
1696    255
1337    110
282     144
1702    108
464     194
963     148
1596    177
1287    168
1599    235
1265    193
1534    130
118     128
276     157
472     140
768       6
632     111
1257     73
480     236
570     108
312     119
1491    141
1670     96
413     157
1273     64
600     133
869     116
1453    182
1449    157
Name: 607, dtype: int64 0.000000
1404) 504      62
815     102
296      99
348     112
261      31
811      34
192     168
11       90
658     149
1591    255
285     124
788     165
661     205
860     146
1499     91
831     134
48      223
854     106
1240    168
577     159
1517    129
1565    255
1519    150
1395    169
165     119
1024    146
1420    174
1114    153
1295     33
679     187
       ... 
1052     90
1016    128
1696    255
1337    101
282     189
1702    108
464     196
963     132
1596    143
1287    166
1599    255
1265    204
1534    161
118     127
276     153
472      13
768      26
632     156
1257     41
480     232
570     114
312     104
1491    163
1670    107
413     228
1273     75
600     177
869     255
1453    148
1449    137
Name: 608, dtype: int64 0.000000
1405) 504     220
815      68
296      71
348     113
261      37
811      15
192      43
11      131
658      34
1591    255
285     153
788     177
661     101
860      70
1499     59
831       2
48       84
854      19
1240    171
577      13
1517    104
1565    255
1519     55
1395    161
165     118
1024    136
1420    182
1114    123
1295     33
679     136
       ... 
1052     97
1016    115
1696    255
1337    120
282     176
1702    108
464     173
963     167
1596    163
1287    192
1599    255
1265    207
1534    121
118      93
276     140
472      16
768     126
632     178
1257    133
480     236
570      90
312      96
1491    146
1670     67
413     231
1273     61
600     134
869     255
1453    130
1449    108
Name: 609, dtype: int64 0.000000
1406) 504     236
815     229
296      80
348     136
261      54
811      22
192      36
11      138
658     142
1591    255
285     155
788     186
661      90
860      51
1499     45
831       1
48       22
854      21
1240    182
577     204
1517     92
1565    255
1519     45
1395    161
165      87
1024    102
1420    187
1114    220
1295     30
679      84
       ... 
1052     86
1016    164
1696    255
1337    120
282     116
1702    108
464     170
963     155
1596    167
1287    198
1599    255
1265    208
1534    138
118      39
276     108
472      54
768      39
632     245
1257    112
480     137
570      10
312      57
1491    119
1670     53
413     179
1273     26
600     132
869     255
1453    131
1449     89
Name: 610, dtype: int64 0.000000
1407) 504      80
815     196
296     176
348     213
261      56
811     130
192      23
11      210
658     109
1591     46
285     206
788     168
661     116
860      85
1499    197
831     139
48      106
854     149
1240    181
577     179
1517    105
1565     94
1519     36
1395    123
165     117
1024     68
1420    103
1114     96
1295    170
679     203
       ... 
1052     81
1016     87
1696     14
1337    124
282      35
1702    235
464     157
963     155
1596    112
1287    199
1599     50
1265    226
1534    193
118     148
276      78
472     110
768     165
632     157
1257     60
480      74
570     181
312      33
1491     45
1670    120
413     211
1273    139
600     154
869      18
1453    152
1449    122
Name: 630, dtype: int64 0.000000
1408) 504      78
815     198
296     165
348     221
261      57
811     129
192      33
11      202
658     114
1591     48
285     196
788     167
661     116
860     115
1499    170
831      39
48       82
854     164
1240    127
577     136
1517    107
1565     94
1519     52
1395    123
165     113
1024     89
1420    110
1114    103
1295    150
679     162
       ... 
1052     39
1016    133
1696     23
1337    140
282      28
1702    182
464     141
963     154
1596    120
1287    230
1599     52
1265    224
1534    187
118     147
276      79
472      80
768     152
632     157
1257     32
480     146
570     180
312      58
1491     35
1670     76
413     203
1273    117
600     145
869      27
1453    146
1449    133
Name: 631, dtype: int64 0.000000
1409) 504     234
815     117
296     226
348      73
261     235
811     158
192     162
11        0
658     162
1591    255
285     126
788      64
661     227
860       0
1499    101
831     137
48      163
854      53
1240     82
577     142
1517     62
1565    208
1519    255
1395    255
165      62
1024    222
1420    192
1114     73
1295    255
679     111
       ... 
1052     48
1016    255
1696    255
1337     45
282      70
1702    108
464      61
963     196
1596     42
1287    173
1599    254
1265    143
1534     97
118     154
276       4
472      26
768     120
632      50
1257    255
480     158
570     158
312      28
1491    151
1670    239
413     175
1273    255
600     130
869     255
1453    243
1449    223
Name: 41, dtype: int64 0.000000
1410) 504     237
815     100
296      47
348     141
261      33
811      15
192      29
11      135
658      24
1591    255
285     127
788     109
661     183
860      74
1499     53
831       2
48       13
854      24
1240    213
577       6
1517     92
1565    255
1519    130
1395    165
165     122
1024    105
1420    181
1114    107
1295     24
679     108
       ... 
1052     96
1016     61
1696    255
1337     98
282     206
1702    108
464     155
963     133
1596    169
1287    236
1599    253
1265    198
1534    102
118      74
276     137
472      15
768     165
632     206
1257     50
480     238
570     103
312      54
1491    161
1670    135
413     229
1273     39
600     157
869     255
1453    177
1449    121
Name: 659, dtype: int64 0.000000
1411) 504     181
815      54
296      51
348     218
261     177
811      55
192      69
11        1
658      96
1591    255
285     134
788      15
661     191
860     164
1499    107
831     170
48       28
854     182
1240     44
577     121
1517    120
1565    255
1519    255
1395    255
165     129
1024    221
1420     69
1114    211
1295    255
679     127
       ... 
1052     75
1016    250
1696    255
1337     35
282     164
1702    152
464      75
963     157
1596    215
1287     85
1599    111
1265     42
1534    137
118      60
276     212
472     152
768      18
632     227
1257    148
480     208
570      26
312     201
1491    113
1670    194
413      63
1273    255
600      81
869     255
1453     40
1449    208
Name: 2471, dtype: int64 0.000000
1412) 504     162
815      84
296      65
348     217
261     186
811      58
192     147
11       97
658     117
1591     38
285     106
788      41
661     115
860     153
1499     95
831      38
48        0
854      67
1240     14
577     113
1517     67
1565    183
1519     44
1395    185
165      32
1024    180
1420     86
1114    171
1295     37
679      21
       ... 
1052    221
1016    255
1696     30
1337    123
282     142
1702    149
464     184
963     161
1596     37
1287     39
1599     38
1265     50
1534    145
118      76
276     231
472      75
768      37
632     103
1257     29
480     199
570      56
312     149
1491     73
1670    130
413       8
1273    183
600      36
869     255
1453     33
1449    215
Name: 2140, dtype: int64 0.000000
1413) 504     154
815      88
296      60
348     214
261     191
811      57
192     133
11      110
658     123
1591     41
285      97
788      42
661     116
860      37
1499    118
831      41
48        3
854      80
1240     16
577     112
1517     68
1565    253
1519     57
1395    178
165     105
1024    132
1420     84
1114    173
1295     37
679      19
       ... 
1052    223
1016    255
1696     37
1337     90
282     143
1702    145
464     187
963     179
1596     45
1287    109
1599     34
1265     34
1534    189
118      62
276     219
472      79
768      38
632     112
1257     71
480     197
570      62
312     165
1491     62
1670    127
413      19
1273     29
600      41
869     255
1453     67
1449    234
Name: 2139, dtype: int64 0.000000
1414) 504      49
815      85
296      73
348      97
261      16
811     126
192      24
11       99
658     186
1591    255
285     134
788     152
661      50
860     116
1499    177
831     151
48       44
854      84
1240    235
577     106
1517     86
1565    255
1519    226
1395    119
165     144
1024     62
1420    172
1114    242
1295     60
679      72
       ... 
1052    106
1016    252
1696    255
1337    167
282      89
1702    108
464     106
963      60
1596    204
1287    188
1599    239
1265    195
1534    193
118     104
276     183
472      48
768     132
632     107
1257     94
480     128
570      99
312     125
1491    169
1670     86
413     127
1273     80
600     106
869     122
1453    200
1449    140
Name: 656, dtype: int64 0.000000
1415) 504     151
815      49
296      32
348     218
261     178
811      56
192      75
11      255
658      88
1591    254
285     171
788      14
661     198
860     133
1499    116
831     195
48       90
854     165
1240    148
577     199
1517    218
1565    255
1519    255
1395    255
165     130
1024    205
1420     62
1114    221
1295    255
679     124
       ... 
1052     86
1016    250
1696    221
1337     34
282     148
1702    153
464      83
963     177
1596    224
1287     89
1599    109
1265      8
1534    113
118      51
276     211
472     174
768      20
632     227
1257    255
480     209
570      37
312     206
1491    112
1670    197
413      64
1273    255
600      50
869     255
1453     32
1449    209
Name: 2474, dtype: int64 0.000000
1416) 504     235
815     161
296     217
348     102
261     234
811     180
192     152
11        0
658     232
1591    192
285     184
788     111
661     148
860      72
1499    136
831     207
48       69
854     106
1240    132
577     158
1517    127
1565    255
1519    255
1395    255
165      60
1024    222
1420    193
1114    105
1295    255
679     146
       ... 
1052     58
1016    255
1696    122
1337     45
282      26
1702    108
464     127
963     163
1596    192
1287    194
1599    163
1265    166
1534    194
118     166
276      79
472      46
768     137
632     117
1257    255
480     173
570     191
312      40
1491    134
1670    241
413     200
1273    232
600     188
869     150
1453    237
1449    227
Name: 33, dtype: int64 0.000000
1417) 504      42
815     104
296      53
348     115
261      23
811      55
192     163
11      125
658     108
1591    255
285     124
788      82
661     192
860     106
1499     71
831     153
48       98
854     107
1240    226
577     196
1517    103
1565    255
1519    144
1395    169
165     126
1024    125
1420    175
1114    123
1295     36
679     149
       ... 
1052     97
1016    161
1696    255
1337     80
282     212
1702    108
464     163
963     151
1596    149
1287    244
1599    255
1265    197
1534     97
118      63
276     154
472      20
768      15
632     164
1257     26
480     231
570     114
312      65
1491    161
1670    122
413     228
1273    118
600     139
869     255
1453    162
1449    132
Name: 658, dtype: int64 0.000000
1418) 504     238
815     185
296      45
348     126
261      41
811      23
192      18
11      131
658      36
1591    255
285     121
788     137
661      79
860      40
1499    108
831       1
48       28
854      19
1240    189
577      74
1517     80
1565    255
1519    105
1395    165
165      40
1024    155
1420    183
1114    159
1295      6
679      79
       ... 
1052     94
1016    149
1696    255
1337     84
282     101
1702    105
464     139
963     179
1596    186
1287    198
1599    241
1265    217
1534    163
118      91
276     141
472      12
768      56
632     245
1257     37
480     115
570       8
312      28
1491    150
1670    118
413     223
1273     37
600     165
869     255
1453    163
1449    125
Name: 660, dtype: int64 0.000000
1419) 504     118
815     185
296     171
348     231
261      51
811     128
192      23
11      255
658     139
1591     37
285     181
788     172
661     116
860      84
1499    158
831      72
48      169
854     164
1240    157
577     174
1517     78
1565     96
1519    148
1395    112
165     112
1024    163
1420    108
1114     45
1295     32
679      90
       ... 
1052    168
1016     80
1696     20
1337    142
282      34
1702    214
464     130
963     159
1596    251
1287    237
1599     46
1265    227
1534    212
118     142
276      89
472      73
768     171
632     157
1257     24
480     155
570     162
312     124
1491     44
1670     74
413     188
1273     63
600     134
869      36
1453    158
1449    125
Name: 633, dtype: int64 0.000000
1420) 504     101
815     130
296      67
348     129
261      44
811     156
192      28
11       90
658     172
1591    255
285     149
788     210
661     126
860      39
1499     84
831      17
48       24
854      85
1240    190
577     140
1517     83
1565    255
1519     66
1395    165
165      27
1024    220
1420    197
1114    237
1295      6
679      84
       ... 
1052     74
1016    157
1696    255
1337    171
282      72
1702    112
464      94
963     131
1596    205
1287    152
1599    211
1265    209
1534    201
118      92
276     151
472      49
768      40
632     225
1257     22
480     137
570      12
312      39
1491    139
1670     96
413     132
1273     35
600     179
869     255
1453    152
1449    102
Name: 661, dtype: int64 0.000000
1421) 504     135
815      74
296      39
348     216
261     176
811      51
192      78
11      255
658      85
1591    254
285     186
788      18
661     174
860     219
1499    108
831     178
48       96
854     151
1240    164
577     200
1517    153
1565    255
1519    255
1395    250
165     127
1024    210
1420     76
1114    162
1295    255
679     132
       ... 
1052     78
1016    252
1696    247
1337     34
282     149
1702    148
464      82
963     173
1596    228
1287     33
1599    111
1265      6
1534    121
118      56
276     215
472     161
768      20
632     231
1257    255
480     207
570      36
312     210
1491    122
1670    199
413      63
1273    255
600      61
869     255
1453     34
1449    212
Name: 2475, dtype: int64 0.000000
1422) 504      47
815     138
296     136
348     111
261      59
811     126
192      15
11      113
658     167
1591    255
285     178
788     156
661     137
860      43
1499     18
831     179
48       51
854     150
1240    188
577     146
1517     59
1565    175
1519     62
1395    165
165     130
1024    213
1420     84
1114    247
1295      6
679      94
       ... 
1052    209
1016      8
1696    120
1337    165
282      78
1702    132
464     117
963     181
1596    149
1287    195
1599    200
1265    226
1534    221
118      21
276     150
472      51
768      42
632     181
1257     56
480     144
570     164
312     122
1491    196
1670     67
413     163
1273     72
600     159
869     255
1453    111
1449     76
Name: 663, dtype: int64 0.000000
1423) 504      61
815     143
296     134
348     111
261      61
811     131
192      12
11       99
658     170
1591    255
285     179
788     161
661     107
860      60
1499     16
831     155
48      121
854     138
1240    151
577     134
1517     77
1565    128
1519     49
1395    165
165     122
1024    187
1420     86
1114    188
1295     25
679      98
       ... 
1052    214
1016     44
1696    107
1337    165
282      55
1702    213
464     214
963     210
1596    179
1287    203
1599    196
1265    213
1534    187
118      22
276      98
472      47
768      38
632     183
1257    152
480     134
570     136
312     123
1491    209
1670     62
413     151
1273     81
600     157
869     255
1453     96
1449     73
Name: 664, dtype: int64 0.000000
1424) 504     154
815     124
296      75
348     118
261     186
811      58
192      82
11      124
658      78
1591     46
285     103
788      43
661     112
860      39
1499    186
831      55
48       42
854     147
1240     81
577     107
1517     66
1565    241
1519    255
1395    165
165     214
1024     59
1420     94
1114    196
1295     71
679      30
       ... 
1052    229
1016    255
1696     38
1337     81
282     151
1702    195
464     153
963     164
1596     62
1287     97
1599     23
1265     12
1534    102
118      18
276      51
472      59
768      35
632     206
1257     31
480     189
570      60
312     146
1491     47
1670    100
413      28
1273    100
600      45
869      63
1453     49
1449    136
Name: 2133, dtype: int64 0.000000
1425) 504      62
815     157
296     142
348     152
261      52
811     131
192       5
11      106
658     194
1591    255
285     196
788     165
661     126
860     120
1499     43
831     225
48      159
854     112
1240    186
577     144
1517    182
1565    125
1519     34
1395    165
165     129
1024     62
1420     88
1114    142
1295    162
679      85
       ... 
1052    212
1016     26
1696     69
1337    165
282      46
1702    229
464     167
963      56
1596    206
1287    209
1599    192
1265    226
1534    130
118      82
276      49
472      86
768     144
632     183
1257     22
480     144
570     155
312      15
1491    209
1670    137
413     181
1273    124
600     154
869     255
1453     78
1449     98
Name: 666, dtype: int64 0.000000
1426) 504      74
815     167
296     137
348     142
261      57
811     132
192      11
11      117
658     195
1591    221
285     196
788     158
661     116
860     109
1499     62
831     228
48      162
854     144
1240    157
577     160
1517    165
1565    126
1519     33
1395    165
165     131
1024     80
1420     66
1114    224
1295    155
679      89
       ... 
1052    116
1016     98
1696     71
1337    165
282      58
1702    218
464     148
963     212
1596    195
1287    135
1599    149
1265    228
1534    145
118      86
276      56
472      67
768     155
632     183
1257     25
480     164
570     175
312       8
1491    209
1670     39
413     158
1273    101
600     159
869     255
1453     79
1449    124
Name: 667, dtype: int64 0.000000
1427) 504      33
815      61
296     165
348      54
261     172
811     255
192     255
11      168
658     209
1591    255
285     131
788     255
661      39
860     107
1499    223
831     160
48        0
854      40
1240    236
577      79
1517    133
1565    251
1519    255
1395    240
165     141
1024    174
1420    157
1114    227
1295    155
679     255
       ... 
1052    121
1016    250
1696    255
1337    124
282     255
1702    108
464     146
963      21
1596    141
1287    132
1599    136
1265    202
1534     25
118     255
276     197
472      39
768     126
632      76
1257    223
480      96
570     248
312     255
1491    115
1670     85
413     123
1273    104
600     163
869      12
1453    229
1449    155
Name: 653, dtype: int64 0.000000
1428) 504     147
815      71
296      80
348     226
261     189
811      61
192     155
11       83
658     126
1591     46
285     111
788      34
661     116
860     206
1499     72
831      38
48        0
854      66
1240     13
577     110
1517     51
1565    153
1519     49
1395    183
165     166
1024    173
1420     76
1114    170
1295     38
679      19
       ... 
1052    217
1016    255
1696     30
1337    120
282     157
1702    141
464     190
963     175
1596     32
1287     29
1599     45
1265     53
1534    126
118      83
276     234
472      67
768      36
632      92
1257    152
480     197
570      48
312     127
1491     74
1670     25
413       7
1273    234
600      34
869     255
1453     27
1449    218
Name: 2141, dtype: int64 0.000000
1429) 504       9
815     255
296     245
348      37
261     255
811     255
192     255
11      154
658     223
1591    255
285     122
788     255
661     255
860      96
1499    226
831     102
48        0
854     255
1240    244
577     220
1517    122
1565    220
1519    255
1395    255
165     255
1024    222
1420    155
1114     87
1295    128
679     255
       ... 
1052     23
1016    255
1696    255
1337     91
282     255
1702    108
464     255
963      23
1596    187
1287    202
1599    118
1265    201
1534     55
118     255
276      50
472      27
768     225
632      49
1257    222
480      90
570     255
312     255
1491    111
1670    201
413     255
1273    254
600     255
869     108
1453    238
1449    161
Name: 651, dtype: int64 0.000000
1430) 504     148
815      43
296     105
348     209
261     188
811      70
192     197
11      222
658     108
1591     46
285     133
788      37
661      84
860      67
1499      0
831      31
48        0
854      36
1240     35
577     117
1517     61
1565      1
1519     57
1395    203
165     197
1024    220
1420     54
1114    103
1295     34
679      12
       ... 
1052    204
1016    255
1696     32
1337    240
282     169
1702    136
464     118
963     141
1596    127
1287     83
1599     38
1265     56
1534    158
118     164
276     244
472      48
768      31
632      65
1257     24
480     123
570      43
312     169
1491     22
1670     40
413       9
1273    254
600      34
869     255
1453      1
1449    233
Name: 2144, dtype: int64 0.000000
1431) 504      78
815     182
296     169
348     238
261      68
811     122
192      29
11      255
658     162
1591     64
285     181
788     171
661     117
860      67
1499     83
831      68
48      222
854     163
1240    125
577     153
1517     64
1565     67
1519    170
1395    112
165     113
1024    183
1420    209
1114     52
1295     65
679     106
       ... 
1052    151
1016     82
1696     68
1337    147
282      42
1702    233
464     137
963     113
1596    148
1287    232
1599     74
1265    221
1534    179
118     140
276      82
472      73
768     164
632     157
1257    156
480     158
570     168
312     114
1491     43
1670    135
413     174
1273     61
600     124
869      42
1453    168
1449    124
Name: 634, dtype: int64 0.000000
1432) 504      82
815     174
296     169
348     242
261      63
811     123
192      21
11      255
658     165
1591     69
285     161
788     170
661      98
860      73
1499     57
831      63
48      253
854     164
1240    165
577     152
1517     55
1565     75
1519    152
1395    108
165     108
1024    195
1420    231
1114     42
1295     92
679     111
       ... 
1052    136
1016     85
1696     63
1337    147
282      42
1702    225
464     134
963     165
1596    123
1287    225
1599     43
1265    218
1534    137
118     139
276      79
472      76
768     165
632     126
1257    144
480      79
570     167
312     110
1491     82
1670    148
413     182
1273     48
600     113
869      33
1453    174
1449    112
Name: 635, dtype: int64 0.000000
1433) 504      86
815     171
296     176
348     241
261      45
811     121
192      21
11      255
658     183
1591     75
285     151
788     162
661      81
860     156
1499     55
831      50
48      254
854     151
1240     56
577     153
1517     40
1565     62
1519    255
1395    105
165     120
1024    189
1420    240
1114     52
1295    154
679     105
       ... 
1052    117
1016    129
1696     37
1337    146
282      40
1702    215
464     118
963     168
1596    201
1287     93
1599     59
1265    215
1534    177
118     137
276      80
472      97
768     161
632     126
1257     58
480     134
570     150
312     112
1491     76
1670    142
413     190
1273     62
600     118
869     117
1453    175
1449     97
Name: 636, dtype: int64 0.000000
1434) 504     133
815      28
296     255
348      43
261     208
811     255
192     255
11       45
658      58
1591    255
285     153
788     255
661      40
860     106
1499      0
831      56
48        0
854     255
1240     89
577     255
1517    103
1565      0
1519    255
1395    255
165     147
1024    222
1420     73
1114     43
1295     80
679     255
       ... 
1052    187
1016    255
1696    251
1337     47
282     246
1702    117
464     173
963     185
1596     99
1287     74
1599    240
1265     60
1534    137
118     255
276     247
472      33
768     251
632      21
1257    255
480     179
570     255
312     255
1491      5
1670    205
413      11
1273    255
600     255
869     255
1453      6
1449    204
Name: 2149, dtype: int64 0.000000
1435) 504     232
815     121
296     225
348      67
261     234
811     166
192     167
11        0
658     180
1591    255
285     112
788     142
661     213
860       0
1499     74
831     169
48      255
854      66
1240    104
577     146
1517    108
1565    255
1519    255
1395    255
165      59
1024    222
1420    193
1114     66
1295    255
679     118
       ... 
1052     75
1016    255
1696    255
1337     45
282      69
1702    108
464      43
963     190
1596     65
1287    164
1599    255
1265    149
1534     71
118     149
276      24
472      55
768     131
632      65
1257    255
480     168
570     148
312      31
1491    157
1670    235
413     184
1273    255
600     102
869     255
1453    243
1449    207
Name: 40, dtype: int64 0.000000
1436) 504      86
815     145
296     180
348     185
261      55
811     117
192      38
11      255
658     195
1591     66
285      85
788     163
661     131
860     110
1499     23
831      45
48       34
854     130
1240     59
577     141
1517     51
1565     56
1519    255
1395     93
165     120
1024    133
1420    233
1114     35
1295     29
679     105
       ... 
1052    172
1016     83
1696     28
1337    117
282      42
1702    229
464      68
963     177
1596    145
1287    137
1599    112
1265    207
1534    183
118     139
276      95
472     107
768     148
632      98
1257    126
480     156
570     132
312     104
1491    186
1670    155
413     143
1273     45
600     105
869      21
1453    144
1449     15
Name: 639, dtype: int64 0.000000
1437) 504     123
815      29
296     248
348      58
261     206
811     255
192     255
11      242
658      68
1591    255
285     156
788     255
661      48
860     209
1499      0
831      26
48        0
854     255
1240     95
577     207
1517    132
1565      0
1519    255
1395    255
165     150
1024    222
1420     67
1114     34
1295     86
679     237
       ... 
1052    193
1016    255
1696    134
1337    113
282     165
1702    144
464     159
963     220
1596     91
1287     85
1599    206
1265     59
1534    145
118     255
276     231
472      33
768      30
632      26
1257    186
480     183
570     255
312     255
1491      5
1670    202
413       8
1273    255
600     255
869     255
1453      5
1449    220
Name: 2148, dtype: int64 0.000000
1438) 504      54
815     133
296     194
348      81
261      77
811     116
192      34
11      245
658     205
1591     57
285      40
788     163
661     196
860      60
1499     84
831     128
48      120
854     107
1240     80
577     104
1517     33
1565     69
1519    255
1395     81
165     121
1024    169
1420    231
1114    249
1295    255
679      96
       ... 
1052     64
1016     78
1696     31
1337    142
282      40
1702     84
464      48
963      21
1596    169
1287     67
1599     79
1265    204
1534    205
118     138
276     104
472      75
768     163
632      84
1257     28
480     132
570     121
312      98
1491    188
1670    171
413     135
1273     64
600     108
869      42
1453     96
1449      5
Name: 641, dtype: int64 0.000000
1439) 504     138
815      33
296     102
348     100
261     200
811     255
192     255
11      250
658      74
1591    227
285     118
788     255
661      51
860     204
1499      0
831      28
48        0
854     255
1240    156
577     119
1517    174
1565      0
1519    251
1395    255
165     165
1024    222
1420     69
1114     28
1295     76
679      23
       ... 
1052    196
1016    255
1696    108
1337    114
282     186
1702    146
464     135
963     125
1596    129
1287    108
1599    146
1265     59
1534    178
118     255
276     154
472      38
768      33
632      33
1257    132
480     183
570     153
312     255
1491      9
1670    201
413       7
1273    255
600     255
869     255
1453      3
1449    224
Name: 2147, dtype: int64 0.000000
1440) 504     148
815      38
296     102
348     180
261     192
811     248
192     255
11      250
658      88
1591     41
285     128
788      33
661      66
860     224
1499      0
831      31
48        0
854      86
1240     89
577     122
1517     86
1565      0
1519     52
1395    225
165     178
1024    222
1420     71
1114     65
1295     34
679      19
       ... 
1052    206
1016    255
1696     28
1337    239
282     156
1702    138
464     109
963     162
1596    123
1287     94
1599     52
1265     55
1534    149
118     255
276     245
472      58
768      33
632      48
1257     28
480     177
570      52
312     255
1491     23
1670     58
413       8
1273    255
600      41
869     255
1453      1
1449    225
Name: 2145, dtype: int64 0.000000
1441) 504     232
815     127
296     224
348      86
261     235
811     166
192     179
11        0
658     183
1591    255
285      74
788     147
661     148
860       1
1499     73
831     174
48      224
854      85
1240    111
577     118
1517    189
1565    255
1519    255
1395    255
165      61
1024    222
1420    183
1114     66
1295    255
679     121
       ... 
1052     67
1016    255
1696    255
1337     45
282      64
1702    108
464      30
963     240
1596    116
1287    165
1599    255
1265    151
1534    129
118     150
276      23
472      36
768      97
632      73
1257    255
480     166
570     182
312      33
1491    147
1670    232
413     207
1273    255
600     144
869     255
1453    242
1449    203
Name: 39, dtype: int64 0.000000
1442) 504     191
815      41
296      66
348     217
261     195
811      54
192      69
11        0
658     116
1591    255
285     121
788      19
661     184
860     187
1499    105
831     182
48       73
854     177
1240     80
577      29
1517    192
1565    255
1519    255
1395    255
165     127
1024    173
1420     78
1114    216
1295    255
679     104
       ... 
1052    173
1016    247
1696    255
1337     37
282     164
1702    154
464      78
963     163
1596    229
1287    116
1599    121
1265     49
1534    186
118      86
276     209
472     149
768      14
632     210
1257     79
480     209
570      39
312     184
1491     83
1670    192
413      63
1273    255
600      46
869     255
1453     46
1449    207
Name: 2468, dtype: int64 0.000000
1443) 504      47
815      80
296     217
348      45
261      69
811     255
192     255
11        0
658     199
1591    146
285      55
788     255
661     234
860       0
1499     50
831      99
48       62
854     255
1240    100
577      92
1517     23
1565    204
1519    255
1395    220
165      99
1024    222
1420    245
1114    132
1295    255
679      87
       ... 
1052     25
1016    101
1696     81
1337     72
282      87
1702    108
464     119
963     138
1596    224
1287    244
1599    107
1265    155
1534    135
118     255
276     124
472      83
768     114
632      26
1257    255
480      68
570     189
312     255
1491    123
1670    187
413     122
1273    223
600     255
869     255
1453    135
1449     43
Name: 647, dtype: int64 0.000000
1444) 504      50
815      64
296     248
348      32
261      65
811     255
192     255
11        0
658     207
1591    137
285      31
788     255
661     233
860       0
1499     42
831      95
48       57
854     255
1240     40
577     188
1517     26
1565      3
1519    255
1395    255
165     110
1024    222
1420    236
1114    184
1295    255
679     243
       ... 
1052     23
1016    110
1696    126
1337    121
282     150
1702    108
464     110
963     128
1596    113
1287    249
1599    149
1265    180
1534    116
118     255
276     117
472      63
768     111
632      20
1257    255
480     111
570     254
312     255
1491     83
1670    217
413     107
1273    243
600     255
869     255
1453    158
1449     29
Name: 648, dtype: int64 0.000000
1445) 504     234
815     145
296     222
348      86
261     233
811     173
192     158
11        0
658     219
1591    181
285     165
788      44
661     148
860      72
1499     70
831     127
48       31
854     106
1240    126
577     154
1517    211
1565    255
1519    255
1395    255
165      64
1024    222
1420    192
1114     69
1295    255
679     131
       ... 
1052     82
1016    255
1696    118
1337     45
282      56
1702    108
464      37
963     222
1596    179
1287    197
1599    255
1265    145
1534    186
118     161
276       4
472      30
768     112
632     107
1257    255
480     148
570     174
312      36
1491    149
1670    232
413     207
1273    255
600     152
869     130
1453    238
1449    198
Name: 36, dtype: int64 0.000000
1446) 504     233
815     117
296     225
348      65
261     235
811     158
192     171
11        0
658     158
1591    255
285      86
788     119
661     225
860       0
1499     93
831     231
48      233
854      53
1240     66
577     141
1517     48
1565    215
1519    255
1395    227
165      66
1024    222
1420    196
1114     62
1295    255
679     110
       ... 
1052     45
1016    255
1696    255
1337     42
282      79
1702    108
464      69
963     126
1596     59
1287    201
1599    155
1265    158
1534    109
118     154
276      13
472     215
768      93
632      50
1257    255
480     164
570     145
312      31
1491    169
1670    226
413     172
1273    255
600     138
869     255
1453    241
1449    210
Name: 91, dtype: int64 0.000000
1447) 504      52
815      76
296      70
348     183
261     217
811      66
192     102
11      169
658      79
1591    196
285     134
788      17
661      87
860     126
1499    124
831     153
48        0
854      67
1240    170
577     204
1517     35
1565      0
1519    255
1395    213
165     134
1024    222
1420     68
1114    123
1295    255
679     108
       ... 
1052    252
1016    255
1696    255
1337     79
282     172
1702    180
464     225
963     123
1596     89
1287     37
1599     94
1265     27
1534    125
118      99
276     229
472     143
768      12
632     187
1257    255
480     211
570      50
312     139
1491     52
1670    196
413      49
1273    255
600      50
869     255
1453     13
1449    227
Name: 2436, dtype: int64 0.000000
1448) 504      87
815     147
296     145
348     129
261     103
811     143
192      10
11      136
658     231
1591    255
285     212
788      85
661     117
860     120
1499    213
831     168
48       63
854     144
1240    154
577     152
1517     94
1565    224
1519     50
1395     43
165      97
1024    182
1420     55
1114    178
1295    133
679     134
       ... 
1052    215
1016     24
1696    243
1337    117
282     169
1702     93
464     100
963     182
1596    190
1287    212
1599    255
1265    229
1534    226
118     188
276      90
472      71
768      42
632     183
1257    148
480     143
570     156
312      92
1491    203
1670     46
413     162
1273     88
600     180
869     255
1453     62
1449    118
Name: 465, dtype: int64 0.000000
1449) 504      69
815     190
296      38
348     199
261     218
811      75
192      84
11      205
658      77
1591     31
285     130
788      17
661     116
860     207
1499    235
831     165
48       45
854     131
1240    168
577     212
1517    134
1565    255
1519    255
1395    189
165     149
1024    146
1420     86
1114    227
1295    175
679      65
       ... 
1052    175
1016    255
1696    255
1337    115
282     184
1702    153
464     147
963     131
1596     54
1287     27
1599     21
1265     24
1534    144
118      34
276     227
472     136
768      25
632     208
1257    188
480     160
570      57
312     148
1491     36
1670    182
413      36
1273     39
600      49
869     255
1453     45
1449    250
Name: 2331, dtype: int64 0.000000
1450) 504     147
815     185
296     198
348     128
261     124
811     173
192     136
11      255
658     210
1591    255
285     234
788     109
661     184
860      96
1499    242
831      60
48      224
854     134
1240    127
577     172
1517    166
1565    255
1519    132
1395     62
165      83
1024     93
1420     85
1114     97
1295    255
679     146
       ... 
1052    210
1016    255
1696     49
1337    111
282     127
1702     90
464      44
963     174
1596    248
1287    131
1599     63
1265    251
1534     66
118     190
276     112
472     235
768     102
632     157
1257    254
480      70
570     190
312      71
1491    181
1670    101
413     203
1273     56
600     165
869     255
1453     51
1449    177
Name: 272, dtype: int64 0.000000
1451) 504      76
815     156
296      73
348     209
261     219
811      85
192     101
11      115
658      81
1591     36
285     148
788      18
661     100
860     107
1499     44
831     135
48        0
854      66
1240    156
577     216
1517    120
1565      0
1519    139
1395    186
165     141
1024    189
1420     72
1114    171
1295     63
679      68
       ... 
1052    235
1016    255
1696    255
1337    115
282     196
1702    157
464     215
963     202
1596     62
1287     37
1599     21
1265     29
1534     88
118      94
276     232
472     108
768      15
632     124
1257    148
480     139
570      38
312     145
1491     24
1670    184
413      32
1273    255
600      41
869     255
1453     19
1449    227
Name: 2338, dtype: int64 0.000000
1452) 504      57
815     181
296      42
348     175
261     221
811      87
192     106
11      197
658      79
1591     46
285     133
788      19
661      92
860     208
1499    161
831     123
48        2
854      84
1240    101
577     215
1517    110
1565     23
1519    255
1395    188
165     144
1024    142
1420     84
1114     73
1295     70
679      68
       ... 
1052    241
1016    255
1696    255
1337    115
282     194
1702    179
464     216
963     184
1596     68
1287     43
1599     26
1265     17
1534    120
118      71
276     233
472     108
768      19
632     183
1257    188
480     147
570      47
312     138
1491     24
1670    180
413      12
1273    224
600      41
869     255
1453     53
1449    240
Name: 2336, dtype: int64 0.000000
1453) 504     115
815      64
296     197
348      54
261      87
811     160
192     152
11        6
658     228
1591    255
285     198
788       8
661      36
860      12
1499    240
831      29
48        0
854      53
1240    235
577     102
1517    197
1565      0
1519    255
1395    229
165     104
1024    222
1420    150
1114    184
1295    255
679      96
       ... 
1052    245
1016    174
1696    255
1337     63
282     209
1702    108
464     103
963     103
1596     96
1287    146
1599    255
1265    169
1534     49
118     215
276     121
472      87
768      73
632      66
1257    255
480     129
570     105
312     231
1491    116
1670    216
413     150
1273    255
600     165
869     255
1453    251
1449    156
Name: 155, dtype: int64 0.000000
1454) 504     141
815     195
296     203
348     137
261     121
811     170
192     122
11      255
658     170
1591     97
285     224
788     110
661     165
860     162
1499    220
831      88
48      189
854     113
1240     62
577     175
1517    146
1565    158
1519    255
1395    122
165      80
1024     91
1420    205
1114    108
1295    255
679     147
       ... 
1052    224
1016    255
1696     58
1337    112
282     100
1702    215
464      48
963     163
1596    219
1287    122
1599     59
1265    244
1534     99
118     191
276      32
472     169
768      67
632     157
1257    255
480      65
570     181
312      22
1491    126
1670     60
413     203
1273     55
600     187
869     255
1453     50
1449    175
Name: 276, dtype: int64 0.000000
1455) 504     156
815     195
296     204
348     119
261     126
811     169
192     122
11      255
658     170
1591     90
285     225
788     110
661     171
860     110
1499    232
831      91
48      223
854     112
1240    116
577     185
1517    129
1565    113
1519    255
1395     97
165      84
1024     97
1420    198
1114     73
1295    255
679     148
       ... 
1052    198
1016    255
1696     70
1337    110
282      99
1702    237
464      44
963     166
1596    240
1287    230
1599     60
1265    222
1534     96
118     185
276      28
472     167
768      85
632     157
1257    255
480      68
570     191
312      79
1491    136
1670    110
413     213
1273    100
600     182
869     255
1453     49
1449    181
Name: 277, dtype: int64 0.000000
1456) 504     108
815      60
296     201
348      49
261     108
811     255
192     255
11        0
658     234
1591    255
285     204
788      74
661      32
860       8
1499    223
831      22
48        0
854      40
1240    237
577      95
1517    203
1565      0
1519    255
1395    255
165     105
1024    222
1420    143
1114     91
1295    255
679     189
       ... 
1052     22
1016    235
1696    255
1337     63
282     238
1702    108
464      27
963     125
1596    133
1287    197
1599    255
1265    169
1534     59
118     255
276     130
472      54
768     110
632      60
1257    255
480      99
570     112
312     255
1491    160
1670    216
413     140
1273    255
600     154
869     255
1453    252
1449    150
Name: 154, dtype: int64 0.000000
1457) 504     134
815     190
296     199
348     102
261     111
811     161
192     117
11      255
658     202
1591     67
285     216
788     102
661     171
860      93
1499    209
831     241
48      229
854     132
1240    141
577     174
1517    181
1565    103
1519    255
1395     69
165      83
1024    162
1420     74
1114     80
1295    255
679     146
       ... 
1052    192
1016    255
1696     52
1337    111
282      99
1702    208
464      41
963     124
1596    224
1287    226
1599     63
1265    217
1534    203
118     170
276      35
472     180
768     104
632     157
1257    255
480      78
570     191
312      37
1491     49
1670    124
413     212
1273     55
600     167
869     100
1453     31
1449    216
Name: 280, dtype: int64 0.000000
1458) 504     115
815     179
296     199
348     144
261     126
811     172
192     139
11      228
658     221
1591    255
285     230
788      98
661     184
860     193
1499    238
831     106
48      135
854     132
1240    115
577     177
1517    189
1565    255
1519    207
1395    100
165      80
1024    122
1420     71
1114     70
1295    255
679     150
       ... 
1052    214
1016    255
1696    154
1337    111
282     178
1702     77
464      45
963     164
1596    183
1287    139
1599     71
1265    236
1534    111
118     195
276     143
472     121
768     150
632     157
1257    137
480      78
570     188
312      60
1491    204
1670     82
413     197
1273     61
600     174
869     255
1453     58
1449    210
Name: 270, dtype: int64 0.000000
1459) 504     132
815     185
296     207
348     113
261      97
811     162
192     123
11      247
658     223
1591     80
285     221
788     106
661     157
860      84
1499    200
831     251
48      219
854     132
1240    107
577     174
1517    136
1565    106
1519    255
1395    103
165      82
1024    138
1420     71
1114     85
1295    255
679     146
       ... 
1052    183
1016    255
1696     64
1337    111
282     103
1702    237
464      24
963     203
1596    193
1287    217
1599     83
1265    209
1534    165
118     168
276      31
472     180
768     110
632     178
1257    255
480     145
570     191
312      25
1491     50
1670     91
413     213
1273     84
600     164
869      38
1453     31
1449    229
Name: 281, dtype: int64 0.000000
1460) 504     125
815     185
296     205
348     124
261      91
811     165
192     136
11      245
658     228
1591     66
285     213
788     107
661     162
860      99
1499    130
831     252
48      154
854     132
1240     80
577     166
1517    153
1565     93
1519    255
1395    134
165      82
1024    184
1420     66
1114     74
1295    255
679     134
       ... 
1052    162
1016    255
1696     49
1337    111
282     102
1702    161
464      12
963     193
1596    197
1287    176
1599    102
1265    217
1534    195
118     163
276      34
472     180
768     212
632     126
1257    255
480     164
570     192
312      18
1491     47
1670    143
413     201
1273     82
600     156
869      40
1453     27
1449    219
Name: 282, dtype: int64 0.000000
1461) 504     113
815     171
296     204
348     114
261      88
811     165
192     145
11      185
658     230
1591     73
285     195
788     110
661     157
860      68
1499    126
831     250
48       89
854     130
1240    108
577     162
1517    116
1565     89
1519    255
1395     93
165      79
1024    159
1420    147
1114     57
1295    255
679     139
       ... 
1052    127
1016    255
1696     66
1337    111
282     102
1702    108
464      24
963     214
1596    196
1287    168
1599     78
1265    211
1534    222
118     159
276      41
472     184
768     152
632     126
1257    255
480     164
570     183
312      63
1491     47
1670     94
413     192
1273     75
600     150
869      38
1453     28
1449    221
Name: 283, dtype: int64 0.000000
1462) 504     110
815     168
296     203
348     102
261      85
811     161
192     143
11        8
658     225
1591     64
285     194
788     103
661     160
860     134
1499    134
831     243
48       90
854     129
1240    110
577     156
1517    101
1565     87
1519    255
1395    125
165      77
1024     91
1420    204
1114     48
1295    255
679     140
       ... 
1052    141
1016    255
1696     63
1337    111
282     102
1702    118
464      22
963     170
1596    178
1287    176
1599    100
1265    204
1534    202
118     158
276      42
472     184
768      90
632     126
1257    255
480     161
570     187
312      60
1491     92
1670     99
413     204
1273     67
600     142
869      60
1453     25
1449    212
Name: 284, dtype: int64 0.000000
1463) 504     136
815     164
296     204
348     101
261      77
811     157
192     149
11        4
658     217
1591     69
285     194
788     111
661     129
860     147
1499    102
831     236
48      141
854     104
1240    122
577     168
1517    138
1565     95
1519    255
1395    154
165      81
1024     54
1420    207
1114     57
1295    255
679     135
       ... 
1052    119
1016    255
1696     38
1337    111
282      94
1702    118
464      67
963     154
1596    205
1287    193
1599     52
1265    195
1534    184
118     152
276      35
472     182
768      87
632     149
1257    255
480      95
570     170
312      55
1491    134
1670    146
413     189
1273     75
600     152
869     129
1453     30
1449    216
Name: 285, dtype: int64 0.000000
1464) 504      38
815     191
296      35
348     201
261     216
811      66
192      70
11      204
658      77
1591     24
285     118
788      19
661     146
860     196
1499    250
831     168
48      121
854     151
1240    169
577     213
1517    199
1565    255
1519    255
1395    188
165     155
1024    106
1420     69
1114    211
1295    178
679      62
       ... 
1052     58
1016    255
1696    255
1337    115
282     183
1702    145
464     147
963     204
1596     56
1287     37
1599     20
1265     18
1534    157
118      43
276     227
472     142
768      22
632     222
1257    244
480     144
570      48
312     153
1491     78
1670    180
413      29
1273     55
600      51
869     255
1453     99
1449    249
Name: 2330, dtype: int64 0.000000
1465) 504      41
815     192
296      28
348     207
261     216
811      67
192      88
11      205
658      89
1591     26
285     174
788      25
661     180
860     150
1499    250
831     169
48      166
854     147
1240    169
577     209
1517    197
1565    255
1519    255
1395    189
165     156
1024     64
1420     65
1114    214
1295    187
679      64
       ... 
1052     74
1016    255
1696    255
1337    115
282     180
1702    149
464     191
963     206
1596     56
1287    134
1599     21
1265     24
1534    155
118      18
276     231
472     144
768      22
632     227
1257    255
480     136
570      51
312     130
1491     87
1670    180
413      26
1273     47
600      53
869     255
1453     99
1449    253
Name: 2329, dtype: int64 0.000000
1466) 504     158
815     179
296     196
348     134
261     122
811     173
192     150
11      228
658     215
1591    255
285     232
788     119
661     184
860     166
1499    167
831      91
48      212
854     132
1240    100
577     164
1517    161
1565    255
1519    135
1395    124
165      90
1024     85
1420     87
1114     48
1295    255
679     146
       ... 
1052    213
1016    255
1696     85
1337    111
282     156
1702     84
464      46
963     169
1596    111
1287    151
1599     84
1265    241
1534    116
118     195
276     141
472     129
768      87
632     139
1257    179
480      75
570     180
312      68
1491    184
1670     99
413     200
1273    102
600     169
869     255
1453     53
1449    175
Name: 271, dtype: int64 0.000000
1467) 504     130
815      72
296     192
348      66
261      76
811     158
192     154
11      178
658     231
1591    255
285     191
788       8
661      45
860      85
1499    246
831      22
48        0
854      64
1240    234
577     117
1517    196
1565      0
1519    255
1395    109
165     104
1024    222
1420    143
1114     66
1295      3
679     103
       ... 
1052    246
1016     26
1696    255
1337     63
282     214
1702    108
464     137
963      87
1596     69
1287    156
1599    255
1265    180
1534      9
118     196
276      88
472      63
768      85
632      82
1257    255
480     119
570     107
312      36
1491     94
1670    219
413     161
1273    255
600     154
869     255
1453    251
1449    151
Name: 156, dtype: int64 0.000000
1468) 504     132
815     133
296     214
348      86
261     107
811     145
192     145
11        0
658     152
1591     82
285      98
788      98
661     147
860      55
1499     73
831     227
48       74
854      86
1240     67
577     163
1517    121
1565    108
1519    255
1395     49
165      76
1024    222
1420    205
1114     60
1295    255
679     116
       ... 
1052     23
1016    255
1696     66
1337    111
282      87
1702    108
464     191
963     166
1596    105
1287    157
1599    163
1265    187
1534    150
118     144
276      49
472     181
768      93
632      86
1257    255
480     154
570     155
312      51
1491    166
1670    184
413     191
1273    181
600     125
869      29
1453     55
1449    179
Name: 289, dtype: int64 0.000000
1469) 504     111
815     104
296     154
348     105
261     106
811     158
192     164
11      227
658     243
1591    255
285     203
788     139
661     109
860     180
1499    235
831     225
48        0
854      64
1240    246
577     131
1517    116
1565      4
1519     58
1395     41
165      93
1024    215
1420    164
1114    237
1295    255
679     119
       ... 
1052    131
1016      8
1696    255
1337    111
282     226
1702    108
464      96
963      11
1596     71
1287    162
1599    255
1265    206
1534     67
118     176
276      83
472     253
768     104
632     129
1257    255
480     136
570     143
312      56
1491    164
1670    232
413     167
1273    128
600     158
869     255
1453    176
1449    148
Name: 260, dtype: int64 0.000000
1470) 504     146
815     124
296     171
348     124
261     118
811     170
192     131
11      255
658     248
1591    255
285     233
788     188
661     165
860     225
1499    242
831     122
48        3
854      84
1240     57
577     140
1517    122
1565      8
1519    107
1395     94
165      87
1024    221
1420    177
1114     71
1295    255
679     133
       ... 
1052    232
1016    255
1696    255
1337     63
282     193
1702    108
464     169
963     192
1596    149
1287    210
1599    255
1265    200
1534     22
118     185
276      17
472      90
768     168
632     191
1257    255
480     138
570     166
312      46
1491    201
1670    229
413     180
1273    144
600     170
869     255
1453    232
1449    165
Name: 163, dtype: int64 0.000000
1471) 504      83
815      60
296     192
348      51
261     107
811     255
192     255
11      225
658     230
1591    255
285     181
788      76
661      33
860     208
1499    234
831     204
48        0
854      40
1240    230
577      90
1517    183
1565      0
1519    197
1395    243
165     100
1024    222
1420    153
1114    122
1295    255
679     189
       ... 
1052     21
1016    213
1696    255
1337    104
282     242
1702    108
464      58
963     169
1596    153
1287    162
1599    255
1265    182
1534     20
118     255
276      86
472      43
768      96
632      60
1257    255
480      85
570     112
312     255
1491    106
1670    214
413     158
1273    255
600     140
869     255
1453    250
1449    154
Name: 254, dtype: int64 0.000000
1472) 504     151
815     114
296     171
348     100
261     112
811     172
192     132
11      255
658     246
1591    255
285     231
788     178
661     148
860     235
1499    247
831     123
48        1
854      71
1240     62
577     120
1517     94
1565      2
1519    107
1395     94
165      92
1024    221
1420    181
1114    110
1295    255
679     125
       ... 
1052    231
1016    253
1696    255
1337     63
282     209
1702    108
464     175
963     200
1596    157
1287    218
1599    255
1265    197
1534      9
118     188
276      19
472      81
768      92
632     157
1257    255
480     127
570     142
312      41
1491    191
1670    233
413     177
1273    234
600     164
869     255
1453    238
1449    163
Name: 162, dtype: int64 0.000000
1473) 504      96
815      72
296     182
348      62
261      60
811     158
192     160
11      227
658     226
1591    255
285     166
788       9
661      48
860     254
1499    239
831     176
48        0
854      66
1240    181
577      94
1517    175
1565      0
1519    181
1395    139
165     106
1024    222
1420    146
1114    188
1295      2
679     102
       ... 
1052    246
1016     15
1696    255
1337    116
282     225
1702    108
464      66
963     169
1596    156
1287    183
1599    255
1265    184
1534    103
118     196
276      79
472      45
768     129
632      93
1257    255
480     128
570     109
312      50
1491    126
1670    223
413     176
1273    254
600     173
869     255
1453    247
1449    142
Name: 256, dtype: int64 0.000000
1474) 504     109
815      79
296     163
348      61
261      68
811     159
192     160
11      222
658     231
1591    255
285     181
788      78
661      60
860     253
1499    245
831     197
48        0
854      66
1240    185
577     114
1517    185
1565      0
1519     67
1395     70
165      98
1024    222
1420    149
1114    138
1295      4
679     109
       ... 
1052    248
1016     36
1696    255
1337     99
282     226
1702    108
464      69
963     168
1596    164
1287    136
1599    255
1265    186
1534    159
118     194
276      74
472      59
768     124
632      97
1257    255
480      90
570     100
312      52
1491    152
1670    220
413     181
1273    254
600     178
869     255
1453    243
1449    144
Name: 257, dtype: int64 0.000000
1475) 504     111
815     142
296      66
348     175
261     220
811      87
192     111
11      242
658      83
1591     47
285     147
788      11
661      81
860     223
1499      2
831     143
48        0
854      51
1240    204
577     213
1517     79
1565      0
1519     44
1395    189
165     130
1024    222
1420     80
1114    150
1295     99
679      53
       ... 
1052    216
1016    255
1696    251
1337    115
282     197
1702    147
464     202
963     181
1596     69
1287     77
1599     23
1265     14
1534    157
118      81
276     238
472     108
768      15
632      81
1257     82
480     159
570      34
312     120
1491     84
1670    182
413      21
1273    255
600      50
869     255
1453      6
1449    242
Name: 2341, dtype: int64 0.000000
1476) 504     102
815      93
296     160
348      86
261     109
811     161
192     166
11      230
658     242
1591    255
285     202
788     142
661      87
860     211
1499    239
831     229
48        0
854      66
1240    247
577     114
1517    155
1565      2
1519     64
1395     42
165     101
1024    222
1420    159
1114    145
1295    102
679     113
       ... 
1052    246
1016     23
1696    255
1337    111
282     226
1702    108
464      52
963      11
1596    113
1287    164
1599    255
1265    206
1534     92
118     180
276      99
472     147
768     114
632     129
1257    255
480     131
570     123
312      54
1491    147
1670    227
413     186
1273    198
600     157
869     255
1453    224
1449    151
Name: 259, dtype: int64 0.000000
1477) 504     131
815     108
296     171
348      95
261     103
811     166
192     124
11      255
658     243
1591    255
285     229
788     140
661     148
860     236
1499    245
831     119
48        0
854      55
1240     71
577     127
1517    100
1565      1
1519    109
1395     63
165      83
1024    221
1420    174
1114    136
1295    255
679     123
       ... 
1052    232
1016    166
1696    255
1337     63
282     216
1702    108
464     164
963     187
1596    143
1287    194
1599    255
1265    188
1534      4
118     192
276      31
472      80
768     100
632     161
1257    255
480     125
570     160
312      41
1491    177
1670    232
413     175
1273    254
600     169
869     255
1453    242
1449    157
Name: 161, dtype: int64 0.000000
1478) 504      72
815     151
296      74
348     207
261     218
811      85
192     104
11       88
658      83
1591     33
285     152
788      15
661      91
860     120
1499      3
831     136
48        0
854      51
1240    166
577     215
1517     94
1565      0
1519     80
1395    184
165     137
1024    222
1420     64
1114    167
1295     72
679      62
       ... 
1052    225
1016    255
1696    255
1337    115
282     200
1702    151
464     217
963     142
1596     81
1287     21
1599     23
1265     28
1534    160
118      93
276     231
472     107
768      12
632     113
1257    123
480     146
570      31
312     137
1491     38
1670    186
413      30
1273    255
600      51
869     255
1453     11
1449    238
Name: 2339, dtype: int64 0.000000
1479) 504     103
815     118
296     155
348     105
261     110
811     165
192     156
11      218
658     245
1591    255
285     211
788     148
661     148
860     108
1499    245
831     230
48       22
854     100
1240    233
577     145
1517     95
1565    198
1519     58
1395     48
165      82
1024    125
1420    180
1114    200
1295    255
679     124
       ... 
1052    233
1016    179
1696    255
1337    111
282     225
1702    108
464     120
963     152
1596    105
1287    156
1599    255
1265    195
1534     94
118     176
276      95
472     252
768      62
632     131
1257    250
480     164
570     142
312      55
1491    190
1670    237
413     178
1273     78
600     154
869     255
1453     87
1449    159
Name: 262, dtype: int64 0.000000
1480) 504     104
815     139
296      70
348     188
261     219
811      86
192     107
11      219
658      84
1591     39
285     154
788      12
661      78
860     177
1499      1
831     137
48        0
854      51
1240    210
577     213
1517    115
1565      0
1519     63
1395    194
165     115
1024    222
1420     52
1114    164
1295     88
679      46
       ... 
1052    217
1016    255
1696    249
1337    115
282     199
1702    149
464     210
963     156
1596     62
1287     63
1599     26
1265     17
1534    157
118      91
276     240
472     108
768      15
632      99
1257    121
480     164
570      30
312     121
1491     80
1670    189
413      23
1273    255
600      65
869     255
1453      5
1449    240
Name: 2340, dtype: int64 0.000000
1481) 504     148
815      89
296     183
348      86
261      80
811     162
192     159
11      255
658     237
1591    255
285     215
788     112
661      69
860     254
1499    248
831     103
48        0
854      66
1240    224
577     116
1517    176
1565      0
1519    255
1395     58
165     103
1024    222
1420    147
1114     85
1295      4
679     114
       ... 
1052    247
1016     37
1696    255
1337     63
282     216
1702    108
464      98
963     130
1596    150
1287    155
1599    255
1265    181
1534     10
118     194
276      37
472      54
768      82
632     104
1257    255
480     123
570     125
312      39
1491    147
1670    222
413     173
1273    254
600     155
869     255
1453    249
1449    163
Name: 158, dtype: int64 0.000000
1482) 504     130
815     142
296     166
348     121
261     106
811     170
192     159
11      186
658     244
1591    255
285     217
788     140
661     171
860     106
1499    230
831     234
48      180
854     106
1240    128
577     147
1517    146
1565    255
1519     49
1395    115
165      83
1024    151
1420    101
1114    174
1295    255
679     139
       ... 
1052    206
1016    131
1696    255
1337    111
282     221
1702    108
464      97
963     158
1596    154
1287    124
1599    251
1265    216
1534     89
118     194
276     121
472     251
768      47
632     187
1257     74
480     152
570     164
312      59
1491    199
1670    229
413     182
1273     65
600     164
869     255
1453     49
1449    227
Name: 265, dtype: int64 0.000000
1483) 504     119
815      79
296     186
348      70
261      74
811     162
192     156
11      251
658     234
1591    255
285     195
788      14
661      63
860     247
1499    250
831      98
48        0
854      66
1240    232
577     115
1517    200
1565      0
1519    255
1395    137
165     100
1024    222
1420    144
1114     72
1295      2
679     110
       ... 
1052    247
1016     50
1696    255
1337     63
282     214
1702    108
464     113
963     127
1596    177
1287    150
1599    255
1265    181
1534      2
118     192
276      42
472      54
768      79
632      94
1257    255
480      89
570     113
312      40
1491    126
1670    225
413     143
1273    255
600     164
869     255
1453    250
1449    151
Name: 157, dtype: int64 0.000000
1484) 504     116
815     151
296     164
348     128
261     100
811     170
192     156
11      143
658     239
1591    255
285     218
788     129
661     157
860      72
1499    229
831     202
48       30
854     104
1240    163
577     158
1517    148
1565    255
1519     48
1395    122
165      78
1024    164
1420     31
1114    104
1295    255
679     134
       ... 
1052    212
1016     23
1696    255
1337    111
282     217
1702    108
464      85
963      17
1596    197
1287    162
1599    223
1265    218
1534    113
118     198
276     110
472     247
768      60
632     213
1257     48
480     150
570     163
312      59
1491    207
1670    120
413     202
1273     86
600     168
869     255
1453     55
1449    219
Name: 266, dtype: int64 0.000000
1485) 504     133
815     157
296     178
348     109
261     116
811     173
192     139
11       68
658     238
1591    255
285     218
788     131
661     157
860      78
1499    155
831     202
48       55
854     132
1240    136
577     157
1517    188
1565    255
1519     43
1395     97
165      75
1024    111
1420     29
1114    104
1295    255
679     146
       ... 
1052    123
1016    143
1696    255
1337    111
282     210
1702    108
464      78
963     177
1596    167
1287    166
1599    171
1265    226
1534    130
118     198
276     131
472     139
768      81
632     159
1257     63
480     159
570     173
312     100
1491    203
1670    100
413     178
1273     76
600     187
869     255
1453     53
1449    232
Name: 267, dtype: int64 0.000000
1486) 504      42
815     192
296      48
348     211
261     217
811      71
192      91
11      144
658     100
1591     23
285     140
788      22
661     199
860     241
1499    125
831     167
48       50
854     151
1240     29
577     209
1517    151
1565    255
1519    255
1395    185
165     155
1024     94
1420     89
1114    229
1295    255
679      55
       ... 
1052     80
1016     81
1696     57
1337    115
282     167
1702    146
464     157
963     183
1596     58
1287    151
1599     19
1265     16
1534    103
118      31
276     221
472     133
768      13
632     216
1257    255
480     131
570      34
312     135
1491    143
1670    181
413      31
1273    107
600      45
869     255
1453     88
1449    248
Name: 2326, dtype: int64 0.000000
1487) 504     149
815     128
296     218
348      75
261     113
811     143
192     155
11        0
658     146
1591    112
285      81
788      95
661     187
860      14
1499     70
831     249
48      179
854      86
1240     67
577     124
1517     72
1565    181
1519    255
1395     54
165      71
1024    222
1420    208
1114     50
1295    255
679     115
       ... 
1052     22
1016    255
1696     59
1337    111
282      78
1702    108
464     194
963     168
1596    106
1287    186
1599    180
1265    178
1534     82
118     143
276      34
472     181
768      92
632      79
1257    255
480     155
570     179
312      50
1491    170
1670    180
413     188
1273    252
600     108
869     123
1453     73
1449    170
Name: 290, dtype: int64 0.000000
1488) 504      51
815      76
296      48
348     187
261     213
811      66
192      83
11       97
658      78
1591    196
285     133
788      16
661      87
860     143
1499      4
831     148
48        0
854      67
1240    132
577     205
1517     37
1565      0
1519    255
1395    192
165     131
1024    222
1420     64
1114     57
1295    192
679     103
       ... 
1052    253
1016    255
1696    255
1337     79
282     179
1702    177
464     223
963     149
1596     86
1287     39
1599     98
1265     26
1534    132
118     115
276     226
472     116
768      12
632     178
1257    128
480     219
570      47
312     141
1491     52
1670    197
413      36
1273    255
600      39
869     255
1453     12
1449    227
Name: 2437, dtype: int64 0.000000
1489) 504      65
815     142
296      24
348     208
261     226
811      60
192      64
11        0
658     156
1591    255
285     115
788     113
661     183
860     223
1499    143
831     171
48       62
854     176
1240     54
577      16
1517    148
1565    136
1519    255
1395    195
165     159
1024    181
1420     43
1114    130
1295    255
679     125
       ... 
1052    152
1016    134
1696    255
1337     57
282     195
1702    159
464     124
963      44
1596     45
1287     14
1599     26
1265     15
1534    203
118      84
276     225
472     126
768     177
632     206
1257    121
480     116
570      56
312     113
1491     94
1670    168
413      41
1273    255
600      57
869     163
1453     33
1449    230
Name: 2311, dtype: int64 0.000000
1490) 504     114
815     109
296     147
348      96
261     101
811     155
192     154
11      207
658     241
1591    255
285     201
788     108
661     116
860      43
1499    233
831     209
48        1
854      55
1240    234
577     139
1517    118
1565    205
1519     57
1395     76
165      90
1024    173
1420    171
1114    125
1295    255
679     115
       ... 
1052     52
1016     34
1696    255
1337    207
282     225
1702    108
464      81
963       9
1596     82
1287    158
1599    255
1265    207
1534    112
118     179
276      77
472     252
768      73
632     129
1257    252
480     141
570     149
312      64
1491    157
1670    235
413     167
1273     20
600     146
869     255
1453     92
1449    183
Name: 310, dtype: int64 0.000000
1491) 504     110
815     112
296     147
348     105
261      99
811     155
192     149
11      183
658     241
1591    255
285     218
788     111
661     156
860      69
1499    232
831     221
48        5
854      84
1240    208
577     140
1517    114
1565    225
1519     60
1395     65
165      95
1024    183
1420    183
1114    217
1295    255
679     121
       ... 
1052    219
1016     78
1696    255
1337    207
282     225
1702    108
464      81
963       8
1596     97
1287    149
1599    255
1265    206
1534    106
118     187
276     102
472     240
768      59
632     162
1257    234
480     136
570     129
312      62
1491    173
1670    231
413     167
1273     90
600     141
869     255
1453     75
1449    179
Name: 311, dtype: int64 0.000000
1492) 504     115
815     120
296     147
348     111
261     100
811     158
192     156
11      168
658     243
1591    255
285     221
788     134
661     128
860      41
1499    237
831     235
48      210
854      87
1240    203
577     141
1517    100
1565    236
1519     20
1395     39
165      95
1024    159
1420    190
1114    200
1295    255
679     121
       ... 
1052     83
1016    152
1696    255
1337    207
282     223
1702    108
464      86
963      37
1596    109
1287    136
1599    255
1265    218
1534     96
118     187
276     103
472     238
768      55
632     153
1257    230
480     167
570     142
312      63
1491    184
1670    202
413     174
1273     47
600     135
869     255
1453     83
1449    173
Name: 312, dtype: int64 0.000000
1493) 504     116
815     129
296     147
348     108
261     109
811     162
192     148
11      150
658     244
1591    255
285     217
788     125
661     148
860     129
1499    236
831     242
48      210
854      85
1240    200
577     154
1517    126
1565    251
1519     44
1395     69
165      96
1024    108
1420     80
1114    147
1295    255
679     128
       ... 
1052    231
1016     99
1696    255
1337    207
282     222
1702    108
464      63
963     160
1596    128
1287    129
1599    255
1265    213
1534    102
118     185
276     112
472     252
768      58
632     181
1257    157
480     144
570     183
312      63
1491    183
1670    133
413     176
1273    113
600     154
869     255
1453     75
1449    176
Name: 313, dtype: int64 0.000000
1494) 504      66
815     147
296      27
348     217
261     225
811      57
192      73
11        0
658     136
1591    255
285     113
788     103
661     172
860     222
1499    142
831     175
48       90
854     185
1240     73
577      18
1517     81
1565     62
1519    255
1395    185
165     153
1024    161
1420     55
1114    122
1295    255
679     138
       ... 
1052    156
1016     93
1696    255
1337     68
282     195
1702    154
464     139
963      60
1596     43
1287     13
1599     23
1265     15
1534    233
118      90
276     222
472     133
768     186
632     213
1257     13
480     113
570      48
312     111
1491     54
1670    171
413      35
1273    246
600      59
869     255
1453     34
1449    230
Name: 2312, dtype: int64 0.000000
1495) 504     140
815     143
296     161
348     144
261     123
811     162
192     145
11      113
658     241
1591    255
285     217
788     118
661     156
860     141
1499    195
831     209
48       58
854     108
1240    181
577     145
1517    143
1565    255
1519     42
1395    105
165      81
1024    145
1420     52
1114     72
1295    255
679     133
       ... 
1052    150
1016     35
1696    255
1337    207
282     218
1702    108
464      85
963     144
1596    168
1287    202
1599    247
1265    220
1534    112
118     194
276     108
472     252
768      44
632     178
1257     61
480     153
570     177
312      67
1491    198
1670    116
413     184
1273     54
600     150
869     255
1453     56
1449    222
Name: 315, dtype: int64 0.000000
1496) 504     120
815     149
296     158
348     128
261     103
811     162
192     143
11      108
658     237
1591    255
285     212
788     114
661     148
860      70
1499    233
831     205
48       61
854      87
1240    189
577     169
1517    148
1565    255
1519     25
1395     41
165      82
1024    145
1420     32
1114     90
1295    255
679     137
       ... 
1052    219
1016     15
1696    255
1337    207
282     215
1702    108
464      72
963      27
1596    178
1287    205
1599    230
1265    223
1534    147
118     198
276     111
472     162
768      56
632     163
1257     66
480     150
570     168
312      69
1491    195
1670     73
413     192
1273     95
600     169
869     255
1453     57
1449    223
Name: 316, dtype: int64 0.000000
1497) 504     120
815     167
296     174
348     142
261     109
811     162
192     128
11      113
658     227
1591    255
285     231
788      97
661     136
860     159
1499    209
831     115
48       59
854     132
1240    146
577     160
1517    175
1565    255
1519     47
1395    107
165      87
1024     94
1420     32
1114     94
1295    255
679     144
       ... 
1052    204
1016    251
1696    255
1337    207
282     205
1702    103
464      66
963     190
1596    166
1287    192
1599    122
1265    229
1534    214
118     197
276     112
472     214
768     131
632     152
1257     66
480      36
570     176
312      95
1491    203
1670    133
413     194
1273     48
600     186
869     255
1453     57
1449    157
Name: 318, dtype: int64 0.000000
1498) 504     111
815     255
296     240
348      66
261     255
811     255
192     255
11        0
658     220
1591    255
285     147
788     255
661     255
860       0
1499    140
831      59
48        0
854     255
1240    103
577     202
1517    181
1565      0
1519    255
1395    255
165     255
1024    222
1420     68
1114     92
1295    255
679     255
       ... 
1052    122
1016    210
1696    255
1337     90
282     255
1702    175
464     255
963      45
1596    100
1287     11
1599    255
1265     29
1534     84
118     255
276     237
472      53
768     234
632      49
1257    255
480     209
570     255
312     255
1491     23
1670    159
413     255
1273    255
600     255
869     255
1453    113
1449    253
Name: 2401, dtype: int64 0.000000
1499) 504     216
815      68
296     249
348      27
261     136
811     255
192     255
11        0
658     180
1591    255
285      20
788     255
661     168
860       0
1499     51
831      53
48        0
854     255
1240     76
577     193
1517     29
1565      0
1519    255
1395    255
165      56
1024    222
1420    206
1114    115
1295    255
679     249
       ... 
1052     28
1016    255
1696    255
1337     41
282     157
1702    108
464     183
963     208
1596     71
1287    192
1599    255
1265    162
1534    111
118     255
276       6
472      18
768      45
632      14
1257    255
480      98
570     255
312     255
1491     57
1670    227
413     130
1273    255
600     255
869     255
1453    247
1449    225
Name: 148, dtype: int64 0.000000
1500) 504      76
815     178
296     195
348     118
261     121
811     165
192     119
11      160
658     215
1591    255
285     229
788     102
661     176
860     193
1499    226
831     178
48       65
854     132
1240    162
577     178
1517    174
1565    255
1519    173
1395     88
165      82
1024    175
1420     79
1114     77
1295    252
679     149
       ... 
1052    179
1016    255
1696    170
1337    207
282     147
1702    131
464      52
963     172
1596    201
1287     33
1599     49
1265    237
1534    203
118     192
276     110
472     182
768     140
632     157
1257    128
480      61
570     190
312      55
1491    203
1670     76
413     180
1273    134
600     171
869     255
1453     47
1449    124
Name: 320, dtype: int64 0.000000
1501) 504     124
815     179
296     191
348     124
261     124
811     165
192     126
11      228
658     209
1591    255
285     230
788      93
661     176
860     160
1499    218
831     203
48      180
854     132
1240    129
577     157
1517    156
1565    249
1519    123
1395     55
165      95
1024    204
1420     90
1114     55
1295    247
679     146
       ... 
1052    206
1016    255
1696     69
1337    207
282     123
1702    177
464      45
963     125
1596    107
1287     38
1599     52
1265    243
1534    185
118     190
276     117
472     168
768     113
632     152
1257    198
480      66
570     187
312      77
1491    182
1670     64
413     209
1273    117
600     164
869     255
1453     40
1449    125
Name: 321, dtype: int64 0.000000
1502) 504     141
815      10
296      69
348     108
261     242
811     255
192     255
11        0
658     221
1591    255
285     154
788     255
661      38
860       0
1499    146
831      74
48        0
854      36
1240    112
577      15
1517    222
1565      0
1519    255
1395    255
165     188
1024    222
1420     24
1114     14
1295    255
679     255
       ... 
1052    142
1016    199
1696    255
1337     87
282     255
1702    173
464     140
963      54
1596    118
1287     10
1599    203
1265     25
1534    192
118     255
276     239
472      71
768     112
632      69
1257    255
480     209
570     231
312     255
1491     11
1670     22
413      63
1273    255
600     106
869     255
1453    115
1449    253
Name: 2403, dtype: int64 0.000000
1503) 504     151
815     183
296     195
348     124
261     123
811     165
192     122
11      254
658     193
1591    208
285     234
788     103
661     156
860      52
1499    251
831     204
48      221
854     109
1240    115
577     166
1517    127
1565    204
1519    242
1395    115
165      82
1024    221
1420     79
1114    111
1295    244
679     146
       ... 
1052    128
1016    255
1696     35
1337    207
282      85
1702    224
464      49
963     167
1596    232
1287     17
1599     57
1265    244
1534    121
118     193
276     136
472     192
768      98
632     158
1257    237
480      52
570     190
312      80
1491    156
1670    118
413     203
1273     66
600     175
869     255
1453     42
1449    108
Name: 323, dtype: int64 0.000000
1504) 504     152
815     187
296     196
348     116
261     127
811     165
192     131
11      252
658     180
1591    140
285     230
788     114
661     171
860      53
1499    249
831     173
48      219
854     133
1240    152
577     188
1517    130
1565    212
1519    255
1395     26
165      83
1024    221
1420     92
1114     96
1295    237
679     145
       ... 
1052    231
1016    255
1696     35
1337    207
282      72
1702    206
464      49
963     157
1596    223
1287     34
1599     64
1265    226
1534    111
118     192
276     138
472     208
768      78
632     157
1257    252
480      21
570     190
312      78
1491    172
1670    112
413     189
1273     69
600     161
869     255
1453     41
1449    101
Name: 324, dtype: int64 0.000000
1505) 504     112
815     194
296     196
348     121
261     130
811     163
192     122
11      252
658     174
1591     93
285     229
788     100
661     171
860      76
1499    250
831     190
48      191
854     133
1240    144
577     179
1517    127
1565    187
1519    255
1395     31
165      99
1024    221
1420     90
1114     76
1295    248
679     147
       ... 
1052    243
1016    255
1696     38
1337    207
282      75
1702    221
464      47
963     157
1596    231
1287     31
1599     61
1265    248
1534    117
118     184
276     133
472     201
768      74
632     157
1257    255
480      30
570     192
312      79
1491    145
1670    101
413     202
1273     45
600     179
869     255
1453     41
1449     92
Name: 325, dtype: int64 0.000000
1506) 504     104
815      95
296     154
348      86
261      90
811     152
192     160
11      186
658     239
1591    255
285     202
788     102
661      94
860      64
1499    233
831     218
48        0
854      67
1240    247
577     117
1517    150
1565     14
1519     48
1395     73
165      89
1024    183
1420    166
1114    122
1295    101
679     111
       ... 
1052    248
1016     18
1696    255
1337    207
282     226
1702    108
464      64
963       8
1596    111
1287    171
1599    255
1265    208
1534    126
118     177
276      73
472     211
768     155
632     118
1257    255
480     129
570     128
312      63
1491    141
1670    233
413     174
1273    102
600     164
869     255
1453    136
1449    211
Name: 309, dtype: int64 0.000000
1507) 504     112
815      76
296     156
348      73
261      48
811     155
192     156
11      183
658     231
1591    255
285     173
788      69
661      58
860     253
1499    241
831      40
48        0
854      67
1240    247
577     106
1517    200
1565      0
1519     30
1395     62
165     100
1024    220
1420    155
1114    192
1295      4
679     106
       ... 
1052    247
1016     24
1696    255
1337    165
282     226
1702    108
464      73
963     116
1596    180
1287    136
1599    255
1265    199
1534    171
118     184
276      73
472      64
768     143
632      97
1257    255
480      91
570     105
312      60
1491    152
1670    219
413     150
1273    210
600     176
869     255
1453    238
1449    174
Name: 307, dtype: int64 0.000000
1508) 504     148
815     122
296     218
348      82
261     112
811     145
192     152
11        0
658     136
1591    133
285     122
788      63
661     176
860       3
1499     93
831     244
48       52
854      86
1240     62
577     126
1517     54
1565    166
1519    255
1395     80
165      75
1024    222
1420    208
1114     87
1295    255
679     108
       ... 
1052     24
1016    255
1696     62
1337    111
282      79
1702    108
464     204
963     182
1596     67
1287     86
1599    153
1265    170
1534    128
118     145
276      30
472     174
768      98
632      65
1257    255
480     144
570     139
312      49
1491    149
1670    219
413     189
1273    254
600      98
869     237
1453    133
1449    187
Name: 291, dtype: int64 0.000000
1509) 504     131
815      72
296     249
348      28
261      59
811     255
192     255
11        0
658     144
1591    255
285      20
788     255
661     217
860       0
1499     25
831     239
48        0
854     255
1240     75
577     185
1517     16
1565      0
1519    255
1395    255
165      70
1024    222
1420    219
1114    111
1295    255
679     241
       ... 
1052      1
1016    255
1696    255
1337    109
282     169
1702    108
464     205
963     159
1596     41
1287    220
1599    255
1265    159
1534    149
118     255
276      35
472     162
768      90
632      17
1257    255
480     105
570     255
312     255
1491     58
1670    240
413     125
1273    255
600     255
869     255
1453    241
1449    243
Name: 298, dtype: int64 0.000000
1510) 504      88
815      54
296     213
348      38
261     199
811     255
192     255
11        0
658     235
1591    255
285     201
788     255
661      34
860       2
1499    222
831      20
48        0
854      30
1240    237
577      88
1517    203
1565      0
1519    255
1395    255
165     108
1024    222
1420    136
1114    125
1295    255
679     255
       ... 
1052     13
1016    255
1696    255
1337     63
282     255
1702    108
464      69
963     149
1596    106
1287    176
1599    255
1265    178
1534     41
118     255
276     130
472      35
768      65
632      51
1257    255
480      94
570     248
312     255
1491    133
1670    211
413     135
1273    255
600     180
869     255
1453    253
1449    149
Name: 153, dtype: int64 0.000000
1511) 504     134
815     113
296     220
348      59
261     102
811     145
192     154
11        0
658     123
1591    157
285      77
788      74
661     175
860       0
1499     93
831     248
48      149
854      83
1240     95
577     125
1517     57
1565    186
1519    255
1395     78
165      71
1024    222
1420    207
1114     63
1295    255
679     105
       ... 
1052    107
1016    255
1696     72
1337    111
282      78
1702    108
464     218
963     168
1596    107
1287    189
1599    152
1265    178
1534    139
118     146
276      44
472     179
768     104
632      53
1257    255
480     144
570     130
312      43
1491    155
1670    250
413     171
1273    255
600     103
869     126
1453    176
1449    191
Name: 292, dtype: int64 0.000000
1512) 504     126
815     110
296     220
348      68
261     107
811     138
192     159
11        0
658     129
1591    255
285      85
788      47
661     197
860       0
1499     87
831     243
48      217
854      53
1240     95
577     132
1517     54
1565    176
1519    255
1395     93
165      65
1024    222
1420    219
1114    138
1295    255
679     100
       ... 
1052     46
1016    255
1696     76
1337    111
282      79
1702    108
464     127
963      17
1596    248
1287    143
1599    160
1265    178
1534    158
118     155
276      61
472     179
768      86
632      43
1257    255
480     143
570     134
312      44
1491    156
1670    248
413     181
1273    255
600     117
869     255
1453    198
1449    221
Name: 293, dtype: int64 0.000000
1513) 504      49
815     197
296      47
348     211
261     213
811      66
192      83
11      220
658     106
1591    179
285     105
788      31
661     204
860     178
1499    134
831     174
48       46
854     165
1240     33
577     207
1517    175
1565    255
1519    255
1395    190
165     169
1024     77
1420     68
1114    212
1295    255
679      99
       ... 
1052     40
1016     55
1696    151
1337    115
282     165
1702    141
464     156
963     152
1596     55
1287    135
1599     16
1265     22
1534    164
118      56
276     221
472     142
768      10
632     211
1257    139
480     131
570      31
312     120
1491    145
1670    172
413      43
1273    116
600      48
869     255
1453    113
1449    242
Name: 2324, dtype: int64 0.000000
1514) 504      69
815     148
296     217
348      34
261     255
811     255
192     255
11        0
658     238
1591    255
285     202
788     255
661     255
860       0
1499    221
831      97
48        0
854     202
1240    234
577      86
1517    231
1565      0
1519    255
1395    255
165     190
1024    222
1420    130
1114    116
1295    255
679     255
       ... 
1052     12
1016    255
1696    255
1337     64
282     255
1702    108
464     255
963     115
1596    205
1287    136
1599    255
1265    182
1534     46
118     255
276     112
472      19
768      59
632      47
1257    255
480      87
570     255
312     255
1491    132
1670    209
413     121
1273    255
600     255
869     255
1453    253
1449    160
Name: 152, dtype: int64 0.000000
1515) 504      90
815      85
296     225
348      41
261     101
811     255
192     255
11        0
658     138
1591    255
285      29
788     116
661     223
860       0
1499    110
831     243
48        4
854     255
1240     58
577      96
1517     17
1565      0
1519    255
1395    253
165      67
1024    222
1420    220
1114     99
1295    255
679      84
       ... 
1052     48
1016    255
1696    152
1337    112
282      69
1702    108
464     183
963     133
1596    215
1287    225
1599    237
1265    162
1534    188
118     255
276      24
472     181
768     103
632      26
1257    255
480     126
570     119
312     255
1491    113
1670    246
413     133
1273    255
600      99
869     255
1453    231
1449    235
Name: 296, dtype: int64 0.000000
1516) 504     138
815      79
296     226
348      32
261      45
811     255
192     255
11        0
658     143
1591    255
285      19
788     255
661     219
860       0
1499     22
831     231
48        0
854     255
1240     62
577     105
1517     12
1565      0
1519    255
1395    255
165      57
1024    222
1420    229
1114    101
1295    255
679      88
       ... 
1052     87
1016    255
1696    233
1337    116
282      64
1702    108
464     158
963     139
1596    208
1287    218
1599    255
1265    151
1534    174
118     255
276      60
472     164
768     113
632      19
1257    255
480      75
570     206
312     255
1491     75
1670    243
413     131
1273    255
600     255
869     255
1453    237
1449    232
Name: 297, dtype: int64 0.000000
1517) 504     112
815      63
296     255
348      25
261      83
811     255
192     255
11        0
658     142
1591    255
285      27
788     255
661     217
860       0
1499     33
831     244
48        0
854     255
1240     55
577     255
1517      8
1565      0
1519    255
1395    255
165      58
1024    222
1420    214
1114    132
1295    255
679     255
       ... 
1052      2
1016    255
1696    255
1337     47
282     243
1702    108
464     202
963     175
1596     73
1287    229
1599    255
1265    179
1534    153
118     255
276      29
472     151
768     250
632      13
1257    255
480      93
570     255
312     255
1491     45
1670    238
413     129
1273    255
600     255
869     255
1453    243
1449    244
Name: 299, dtype: int64 0.000000
1518) 504      98
815     255
296     255
348      60
261     255
811     255
192     255
11        0
658     248
1591    255
285     172
788     255
661     255
860       0
1499     23
831      58
48        0
854     255
1240    103
577     255
1517     55
1565      0
1519    255
1395    255
165     255
1024    222
1420     65
1114      6
1295    255
679     255
       ... 
1052    118
1016    255
1696    255
1337     48
282     255
1702    179
464     255
963      45
1596    126
1287     13
1599    255
1265     36
1534     23
118     255
276     237
472      70
768     255
632      39
1257    255
480     255
570     255
312     255
1491     56
1670    178
413     255
1273    255
600     255
869     255
1453    126
1449    253
Name: 2400, dtype: int64 0.000000
1519) 504      58
815     194
296      39
348     210
261     214
811      68
192      73
11      247
658     128
1591    255
285     135
788      22
661     202
860     210
1499    118
831     171
48      126
854     176
1240    211
577      83
1517    176
1565    176
1519    255
1395    189
165     164
1024     32
1420     76
1114    215
1295    255
679      55
       ... 
1052     63
1016    114
1696    255
1337     53
282     165
1702    140
464     140
963     231
1596     51
1287     32
1599     17
1265     83
1534    245
118      69
276     207
472     163
768      31
632     227
1257     51
480     203
570      44
312     118
1491    145
1670    171
413      29
1273     57
600      70
869     255
1453     79
1449    243
Name: 2320, dtype: int64 0.000000
1520) 504      63
815     255
296     248
348      29
261     255
811     255
192     255
11        0
658     240
1591    255
285     210
788     255
661     255
860       0
1499    225
831      24
48        0
854     255
1240    241
577     219
1517    203
1565      0
1519    255
1395    255
165     255
1024    222
1420    128
1114     41
1295    255
679     255
       ... 
1052     15
1016    255
1696    255
1337     59
282     255
1702    108
464     255
963      19
1596    193
1287    125
1599    255
1265    214
1534     23
118     255
276     107
472      14
768     212
632      34
1257    255
480      87
570     255
312     255
1491    159
1670    210
413     255
1273    255
600     255
869     255
1453    254
1449    151
Name: 151, dtype: int64 0.000000
1521) 504      39
815     189
296      35
348     212
261     216
811      63
192      72
11       31
658     119
1591    255
285     115
788      31
661     193
860     212
1499    116
831     173
48       46
854     185
1240     21
577      23
1517    190
1565     80
1519    255
1395    194
165     159
1024     14
1420     61
1114    224
1295    255
679      90
       ... 
1052    190
1016     72
1696    255
1337     57
282     175
1702    145
464     114
963     149
1596     66
1287     51
1599     18
1265     79
1534    241
118      50
276     211
472     138
768      42
632     227
1257     43
480     127
570      53
312     115
1491    133
1670    170
413      31
1273     43
600      67
869     255
1453     51
1449    243
Name: 2318, dtype: int64 0.000000
1522) 504      43
815     184
296      24
348     202
261     217
811      66
192      80
11        3
658     120
1591    255
285      99
788      37
661     193
860      38
1499    117
831     173
48       56
854     185
1240     32
577      23
1517    157
1565     32
1519    255
1395    189
165     155
1024     32
1420     53
1114    192
1295    255
679      61
       ... 
1052    182
1016     73
1696    255
1337    123
282     176
1702    152
464     106
963     180
1596     59
1287     70
1599     18
1265     55
1534    237
118      72
276     209
472     145
768      50
632     222
1257     26
480     125
570      49
312     115
1491    121
1670    167
413      17
1273    104
600      84
869     255
1453     62
1449    243
Name: 2317, dtype: int64 0.000000
1523) 504      77
815      60
296     191
348      52
261      82
811     255
192     255
11      149
658     226
1591    255
285     173
788      83
661      31
860     234
1499    236
831     140
48        0
854      40
1240    209
577      90
1517    201
1565      0
1519    148
1395    217
165      98
1024    222
1420    154
1114    120
1295    255
679     188
       ... 
1052     23
1016    213
1696    255
1337     38
282     238
1702    108
464      49
963     132
1596    130
1287    140
1599    255
1265    203
1534      8
118     255
276      80
472      47
768     140
632      70
1257    232
480     106
570     106
312     255
1491     73
1670    213
413     153
1273    255
600     162
869     255
1453    245
1449    188
Name: 304, dtype: int64 0.000000
1524) 504      70
815      66
296     185
348      60
261      61
811     159
192     149
11      176
658     225
1591    255
285     169
788       7
661      39
860     254
1499    237
831     161
48        0
854      67
1240    114
577      95
1517    202
1565      0
1519    112
1395    166
165     100
1024    222
1420    164
1114    147
1295    167
679      94
       ... 
1052    249
1016     21
1696    255
1337     64
282     224
1702    108
464      81
963     169
1596     78
1287    160
1599    255
1265    186
1534     61
118     205
276      66
472      55
768     139
632      73
1257    255
480     121
570     110
312     234
1491     91
1670    214
413     150
1273    255
600     166
869     255
1453    243
1449    174
Name: 305, dtype: int64 0.000000
1525) 504      39
815     157
296      49
348     200
261     216
811      63
192      92
11        4
658     117
1591    255
285     124
788      52
661     193
860      48
1499    127
831     176
48      139
854     194
1240     25
577      27
1517    169
1565     26
1519    255
1395    198
165     155
1024    142
1420     49
1114    115
1295    255
679      58
       ... 
1052    164
1016     62
1696    255
1337    115
282     181
1702    179
464      98
963     130
1596     54
1287     90
1599     20
1265     22
1534    240
118      80
276     212
472     135
768      70
632     227
1257     81
480     115
570      33
312     118
1491    102
1670    169
413      27
1273    197
600      64
869     255
1453     45
1449    243
Name: 2316, dtype: int64 0.000000
1526) 504      61
815      54
296     208
348      40
261     194
811     255
192     255
11      100
658     232
1591    255
285     206
788     255
661      36
860      68
1499    217
831     196
48        0
854      34
1240    228
577      88
1517    176
1565      0
1519    255
1395    250
165     101
1024    222
1420    139
1114     76
1295    255
679     255
       ... 
1052     17
1016    255
1696    255
1337    112
282     255
1702    108
464     104
963     153
1596    173
1287    176
1599    255
1265    208
1534     14
118     255
276      79
472      84
768      99
632      59
1257    168
480      97
570     248
312     255
1491    102
1670    213
413     147
1273    255
600     186
869     255
1453    251
1449    146
Name: 253, dtype: int64 0.000000
1527) 504      48
815     148
296     208
348      38
261     255
811     255
192     255
11        3
658     234
1591    255
285     193
788     255
661     255
860       3
1499    217
831      77
48        0
854     202
1240    225
577      82
1517    223
1565      0
1519    255
1395    255
165     188
1024    222
1420    135
1114    163
1295    255
679     255
       ... 
1052     21
1016    255
1696    255
1337     88
282     255
1702    108
464     255
963      51
1596    185
1287    206
1599    255
1265    181
1534     13
118     255
276      80
472      70
768     109
632      45
1257    154
480      89
570     255
312     255
1491    106
1670    209
413     127
1273    255
600     255
869     255
1453    252
1449    154
Name: 252, dtype: int64 0.000000
1528) 504      65
815     255
296     246
348      31
261     255
811     255
192     255
11        0
658     238
1591    255
285     198
788     255
661     255
860       2
1499    225
831      47
48        0
854     255
1240    232
577     219
1517    189
1565      0
1519    255
1395    255
165     255
1024    222
1420    133
1114     87
1295    255
679     255
       ... 
1052     16
1016    255
1696    255
1337    107
282     255
1702    108
464     255
963      21
1596    199
1287    195
1599    255
1265    193
1534      9
118     255
276      87
472      73
768     221
632      38
1257    113
480      88
570     255
312     255
1491    110
1670    207
413     255
1273    255
600     255
869     255
1453    254
1449    173
Name: 251, dtype: int64 0.000000
1529) 504      70
815      49
296      41
348     211
261     227
811      67
192      92
11        0
658     122
1591    255
285     116
788      18
661     193
860      53
1499    118
831     168
48      125
854     191
1240     22
577      28
1517    207
1565    139
1519    255
1395    106
165     145
1024    122
1420     81
1114    213
1295    255
679      59
       ... 
1052    190
1016    160
1696    255
1337    118
282     179
1702    168
464      78
963     159
1596     62
1287     38
1599     20
1265     27
1534    240
118      73
276     233
472     159
768      22
632     227
1257     94
480     219
570      36
312     119
1491     91
1670    178
413      63
1273    248
600      45
869     255
1453     36
1449    230
Name: 2366, dtype: int64 0.000000
1530) 504     215
815      63
296     255
348      25
261     100
811     255
192     255
11        0
658     171
1591    255
285      37
788     255
661     186
860       0
1499     33
831     144
48        0
854     255
1240     58
577     255
1517      8
1565      0
1519    255
1395    255
165      56
1024    222
1420    204
1114    132
1295    255
679     255
       ... 
1052      8
1016    255
1696    255
1337     47
282     247
1702    108
464     242
963     146
1596     87
1287    233
1599    255
1265    167
1534    129
118     255
276      30
472      68
768     251
632      12
1257    255
480      90
570     255
312     255
1491     92
1670    232
413     125
1273    255
600     255
869     255
1453    248
1449    248
Name: 199, dtype: int64 0.000000
1531) 504      48
815      67
296      58
348     179
261     217
811      88
192      98
11      245
658      73
1591     47
285     168
788       8
661      77
860     201
1499      1
831     174
48        0
854      45
1240    175
577     208
1517     97
1565      0
1519    110
1395    116
165     127
1024    222
1420     69
1114    135
1295     50
679      73
       ... 
1052    236
1016    255
1696    255
1337    118
282     196
1702    151
464     205
963     209
1596     54
1287    131
1599     86
1265     29
1534    129
118      96
276     231
472     125
768      13
632      81
1257    137
480     218
570      23
312     116
1491     66
1670    189
413      31
1273    255
600      55
869     255
1453     12
1449    240
Name: 2391, dtype: int64 0.000000
1532) 504      35
815     101
296      28
348     218
261     226
811      64
192      74
11      255
658     116
1591    255
285     127
788      22
661     201
860     213
1499    120
831     196
48       61
854     173
1240    193
577      25
1517    196
1565    255
1519    255
1395    115
165     148
1024    133
1420     68
1114    211
1295    255
679      59
       ... 
1052     47
1016    206
1696    255
1337    107
282     162
1702    143
464      94
963     140
1596     50
1287    137
1599     29
1265     39
1534    185
118      75
276     212
472     150
768      14
632     227
1257    157
480     221
570      44
312     128
1491    125
1670    180
413      60
1273     85
600      36
869     255
1453     84
1449    232
Name: 2372, dtype: int64 0.000000
1533) 504      25
815      90
296      25
348     218
261     229
811      65
192      75
11      162
658     117
1591    255
285     114
788      20
661     197
860     196
1499    112
831     192
48      158
854     176
1240     70
577      27
1517    232
1565    230
1519    255
1395    103
165     148
1024     29
1420     65
1114    218
1295    255
679      58
       ... 
1052     83
1016    191
1696    255
1337     98
282     171
1702    146
464     108
963     167
1596     45
1287    152
1599     28
1265     62
1534    242
118      72
276     211
472     153
768      16
632     227
1257     97
480     221
570      37
312     122
1491    135
1670    173
413      45
1273    161
600      54
869     255
1453     51
1449    222
Name: 2370, dtype: int64 0.000000
1534) 504      54
815     148
296     212
348      35
261     255
811     255
192     255
11        0
658     236
1591    255
285     206
788     255
661     255
860       1
1499    217
831      74
48        0
854     202
1240    230
577      86
1517    232
1565      0
1519    255
1395    255
165     186
1024    222
1420    132
1114     79
1295    255
679     255
       ... 
1052     21
1016    255
1696    255
1337    109
282     255
1702    108
464     255
963      48
1596    205
1287    198
1599    255
1265    210
1534     21
118     255
276      95
472      63
768      62
632      46
1257    254
480      87
570     255
312     255
1491    122
1670    205
413     130
1273    255
600     255
869     255
1453    253
1449    158
Name: 202, dtype: int64 0.000000
1535) 504      50
815      77
296      28
348     221
261     229
811      66
192      83
11        0
658     115
1591    255
285     112
788      14
661     193
860      42
1499    114
831     161
48      143
854     185
1240     21
577      24
1517    206
1565    178
1519    255
1395    103
165     149
1024     45
1420     76
1114    230
1295    255
679      58
       ... 
1052    197
1016    172
1696    255
1337    118
282     170
1702    170
464     102
963     164
1596     60
1287     29
1599     19
1265     34
1534    248
118      91
276     219
472     160
768      16
632     200
1257     65
480     218
570      40
312     121
1491    116
1670    178
413      61
1273    217
600      51
869     255
1453     22
1449    218
Name: 2367, dtype: int64 0.000000
1536) 504      90
815      60
296     197
348      46
261     107
811     255
192     255
11       39
658     233
1591    255
285     199
788      68
661      33
860      16
1499    229
831      88
48        0
854      40
1240    235
577      85
1517    206
1565      0
1519    255
1395    255
165     103
1024    222
1420    147
1114    101
1295    255
679     189
       ... 
1052     21
1016    224
1696    255
1337    109
282     245
1702    108
464      80
963     213
1596    131
1287    180
1599    255
1265    178
1534     48
118     255
276      87
472      61
768      95
632      60
1257    255
480     119
570     113
312     255
1491    126
1670    210
413     156
1273    255
600     147
869     255
1453    251
1449    157
Name: 204, dtype: int64 0.000000
1537) 504      96
815      69
296     187
348      65
261      81
811     158
192     160
11      255
658     227
1591    255
285     176
788       9
661      48
860     254
1499    247
831      67
48        0
854      66
1240    236
577      96
1517    202
1565      0
1519    255
1395    116
165     104
1024    222
1420    145
1114     58
1295      2
679     103
       ... 
1052    246
1016      8
1696    255
1337    109
282     220
1702    108
464      78
963     147
1596    114
1287    179
1599    255
1265    179
1534     26
118     196
276      85
472      64
768      85
632      86
1257    255
480     114
570     108
312      45
1491    122
1670    216
413     162
1273    255
600     157
869     255
1453    250
1449    149
Name: 206, dtype: int64 0.000000
1538) 504     164
815      78
296     228
348      32
261     134
811     255
192     255
11        0
658     171
1591    255
285      21
788     255
661     201
860       0
1499    106
831     175
48        0
854     255
1240     51
577      91
1517     33
1565      0
1519    255
1395    255
165      57
1024    222
1420    221
1114    109
1295    255
679      90
       ... 
1052     22
1016    255
1696    255
1337     61
282     114
1702    108
464     242
963     178
1596    192
1287    227
1599    212
1265    167
1534    120
118     255
276      18
472      56
768     159
632      18
1257    255
480      70
570     209
312     255
1491     70
1670    225
413     161
1273    255
600     255
869     255
1453    244
1449    246
Name: 197, dtype: int64 0.000000
1539) 504      98
815      79
296     174
348      65
261      77
811     162
192     160
11      255
658     233
1591    255
285     190
788      37
661      63
860     254
1499    246
831     125
48        0
854      66
1240    206
577     100
1517    202
1565      0
1519    146
1395    124
165     100
1024    222
1420    147
1114    131
1295      4
679     113
       ... 
1052    248
1016     39
1696    255
1337    107
282     223
1702    108
464      72
963     195
1596    173
1287    159
1599    255
1265    180
1534     73
118     196
276     111
472      51
768      82
632      97
1257    255
480      79
570     105
312      47
1491    162
1670    219
413     158
1273    255
600     163
869     255
1453    248
1449    149
Name: 207, dtype: int64 0.000000
1540) 504      61
815      87
296      46
348     201
261     228
811      64
192      77
11        0
658     132
1591    255
285     130
788      24
661     186
860      45
1499    125
831     152
48       48
854     195
1240     54
577      30
1517    195
1565    115
1519    255
1395    107
165     144
1024    168
1420     41
1114    219
1295    255
679      74
       ... 
1052    190
1016    192
1696    255
1337    110
282     191
1702    165
464     104
963      75
1596     59
1287     71
1599     17
1265     21
1534    247
118      82
276     220
472     144
768      22
632     227
1257     37
480     219
570      35
312     118
1491     76
1670    173
413      60
1273    255
600      46
869     255
1453     28
1449    243
Name: 2365, dtype: int64 0.000000
1541) 504     175
815     176
296     209
348     114
261     143
811     182
192     127
11      255
658     211
1591    255
285     229
788     126
661     184
860      67
1499    244
831      22
48      255
854     132
1240    147
577     154
1517    137
1565    255
1519    255
1395     91
165      73
1024    121
1420    196
1114     95
1295    255
679     154
       ... 
1052    201
1016    255
1696    103
1337     63
282     140
1702    108
464      73
963     169
1596    232
1287     58
1599    212
1265    240
1534     50
118     188
276     129
472     156
768      75
632     182
1257    228
480      54
570     176
312      27
1491    189
1670    126
413     197
1273     72
600     171
869     255
1453    173
1449    243
Name: 173, dtype: int64 0.000000
1542) 504      69
815      66
296      27
348     213
261     227
811      61
192      83
11        0
658     142
1591    255
285     126
788      28
661     177
860      60
1499    127
831     156
48       47
854     192
1240     61
577      30
1517    189
1565    133
1519    255
1395    106
165     144
1024    178
1420     37
1114    173
1295    255
679     132
       ... 
1052    153
1016    181
1696    255
1337     92
282     187
1702    158
464     124
963      55
1596     63
1287     44
1599     20
1265      6
1534    235
118      82
276     227
472     142
768      24
632     227
1257    130
480     219
570      48
312     111
1491     49
1670    175
413      65
1273    255
600      54
869     255
1453     32
1449    243
Name: 2364, dtype: int64 0.000000
1543) 504     134
815     104
296     155
348      80
261      96
811     162
192     166
11      255
658     244
1591    255
285     211
788     161
661     126
860     231
1499    246
831     130
48        0
854      66
1240    244
577     120
1517    108
1565      0
1519     92
1395     57
165      95
1024    217
1420    164
1114    248
1295    255
679     121
       ... 
1052    237
1016     70
1696    255
1337    107
282     224
1702    108
464     161
963      82
1596    101
1287    158
1599    255
1265    188
1534     36
118     186
276     140
472     249
768      79
632     120
1257    255
480     148
570     129
312      48
1491    163
1670    237
413     171
1273    211
600     175
869     255
1453    235
1449    163
Name: 210, dtype: int64 0.000000
1544) 504     132
815     108
296     162
348     111
261     108
811     166
192     152
11      255
658     244
1591    255
285     218
788     163
661     148
860     240
1499    240
831     129
48        0
854      67
1240    243
577     127
1517     88
1565      4
1519     78
1395     58
165      83
1024    176
1420    175
1114    242
1295    255
679     123
       ... 
1052    234
1016    149
1696    255
1337    107
282     223
1702    108
464     178
963      77
1596    113
1287    135
1599    255
1265    194
1534     32
118     180
276     108
472     196
768      80
632     159
1257    255
480     128
570     153
312      48
1491    174
1670    228
413     177
1273    179
600     164
869     255
1453    223
1449    150
Name: 211, dtype: int64 0.000000
1545) 504      50
815      50
296      40
348     213
261     228
811      58
192      73
11        0
658     144
1591    255
285      94
788      30
661     184
860     175
1499    137
831     165
48       64
854     187
1240     47
577      28
1517    147
1565    143
1519    255
1395    104
165     147
1024    203
1420     38
1114    147
1295    255
679     125
       ... 
1052    151
1016    168
1696    255
1337     90
282     193
1702    154
464     115
963      50
1596     55
1287     20
1599     24
1265      5
1534    243
118      78
276     227
472     145
768      90
632     227
1257     72
480     217
570      38
312     112
1491     49
1670    174
413      67
1273    255
600      55
869     255
1453     24
1449    243
Name: 2363, dtype: int64 0.000000
1546) 504      22
815     104
296      29
348     208
261     226
811      68
192      85
11      255
658      96
1591    179
285     154
788      19
661     198
860     217
1499    122
831     181
48       77
854     165
1240     25
577     130
1517    222
1565    255
1519    255
1395    104
165     158
1024     81
1420     73
1114    232
1295    255
679      65
       ... 
1052     44
1016    164
1696    181
1337    118
282     164
1702    151
464     104
963     147
1596     54
1287    126
1599     27
1265     23
1534    106
118      43
276     215
472     152
768      14
632     195
1257    244
480     222
570      34
312     141
1491    145
1670    181
413      49
1273     54
600      41
869     255
1453     92
1449    227
Name: 2374, dtype: int64 0.000000
1547) 504     152
815     190
296     206
348     108
261     171
811     176
192     136
11      255
658     194
1591    205
285     226
788     168
661     184
860      41
1499    228
831     137
48      250
854     129
1240    144
577     177
1517    166
1565    255
1519    255
1395     97
165      76
1024    173
1420    200
1114     54
1295    255
679     152
       ... 
1052    237
1016    255
1696     88
1337     65
282     129
1702    124
464      16
963     168
1596    232
1287     75
1599    132
1265    250
1534     45
118     181
276      91
472      56
768      88
632     138
1257    255
480      30
570     195
312      10
1491    188
1670    146
413     204
1273     45
600     184
869     255
1453    169
1449    234
Name: 175, dtype: int64 0.000000
1548) 504      51
815     255
296     255
348      26
261     255
811     255
192     255
11        0
658     251
1591    255
285     197
788     255
661     255
860       2
1499    220
831      18
48        0
854     255
1240    206
577     255
1517    184
1565      0
1519    255
1395    255
165     255
1024    222
1420    123
1114    117
1295    255
679     255
       ... 
1052     22
1016    255
1696    255
1337     51
282     255
1702    108
464     255
963     149
1596    235
1287    176
1599    255
1265    183
1534      7
118     255
276     192
472      68
768     255
632      32
1257    123
480     255
570     255
312     255
1491    173
1670    204
413     255
1273    255
600     255
869     255
1453    254
1449    175
Name: 250, dtype: int64 0.000000
1549) 504      58
815      82
296      43
348     213
261     218
811      72
192      96
11      222
658      73
1591     52
285     150
788      14
661      92
860     212
1499      3
831     162
48        0
854      44
1240     96
577     206
1517     43
1565      0
1519    146
1395    100
165     136
1024    222
1420     74
1114    164
1295     78
679      82
       ... 
1052    211
1016    255
1696    255
1337    118
282     194
1702    164
464     222
963     152
1596     57
1287     23
1599     32
1265     17
1534    135
118     100
276     230
472     128
768      20
632     113
1257    166
480     219
570      29
312     133
1491     45
1670    188
413      34
1273    255
600      49
869     255
1453      9
1449    227
Name: 2389, dtype: int64 0.000000
1550) 504     159
815     180
296     211
348     121
261     155
811     172
192     136
11      220
658     207
1591     79
285     224
788     128
661     171
860      48
1499    157
831     242
48      203
854     128
1240    133
577     174
1517    187
1565     95
1519    255
1395     97
165      66
1024     67
1420    195
1114     69
1295    255
679     146
       ... 
1052    190
1016    255
1696     58
1337     63
282     102
1702    108
464      61
963     173
1596    220
1287    138
1599    143
1265    212
1534    164
118     179
276      72
472      13
768     100
632     157
1257    255
480      79
570     182
312       5
1491     46
1670    167
413     207
1273     93
600     181
869     229
1453    180
1449    219
Name: 180, dtype: int64 0.000000
1551) 504     166
815     176
296     212
348     125
261     153
811     172
192     130
11       31
658     223
1591     70
285     218
788     167
661     171
860      93
1499    209
831     251
48       63
854     132
1240     54
577     185
1517    144
1565     78
1519    255
1395     97
165      72
1024     69
1420    193
1114     68
1295    255
679     146
       ... 
1052    175
1016    255
1696     43
1337     63
282      98
1702    108
464     228
963     192
1596    202
1287    150
1599    209
1265    203
1534    177
118     172
276      66
472      20
768      95
632     157
1257    255
480     159
570     191
312       3
1491     55
1670    239
413     213
1273     87
600     184
869     136
1453    185
1449    238
Name: 181, dtype: int64 0.000000
1552) 504     169
815     176
296     206
348     122
261     144
811     171
192     152
11        1
658     230
1591     69
285     210
788     151
661     154
860     106
1499    142
831     252
48       67
854     132
1240    191
577     178
1517    162
1565     97
1519    255
1395     96
165      65
1024    139
1420    201
1114     68
1295    255
679     144
       ... 
1052    167
1016    255
1696     38
1337     63
282      96
1702    108
464      69
963     190
1596    200
1287    189
1599    200
1265    191
1534    185
118     168
276      77
472      19
768     220
632     157
1257    255
480     158
570     193
312       4
1491     81
1670    244
413     213
1273     45
600     175
869      87
1453    186
1449    250
Name: 182, dtype: int64 0.000000
1553) 504      31
815      90
296      32
348     216
261     218
811      72
192      92
11       97
658      81
1591    147
285     162
788      16
661     111
860     116
1499      3
831     158
48        0
854      63
1240     67
577     206
1517     48
1565      0
1519    140
1395     97
165     137
1024    222
1420     81
1114     66
1295    109
679      81
       ... 
1052    221
1016    255
1696    255
1337    118
282     194
1702    170
464     219
963     196
1596     49
1287     37
1599     30
1265     20
1534     79
118     110
276     227
472     129
768      16
632     148
1257    158
480     219
570      38
312     130
1491     36
1670    186
413      14
1273    255
600      44
869     255
1453     10
1449    227
Name: 2388, dtype: int64 0.000000
1554) 504      32
815      99
296      39
348     172
261     222
811      68
192      97
11      122
658      79
1591    168
285     132
788      15
661      92
860     203
1499    179
831     187
48        0
854      79
1240    173
577     204
1517     52
1565      2
1519    255
1395     98
165     140
1024    221
1420     79
1114     24
1295    194
679      65
       ... 
1052    254
1016    255
1696    255
1337    118
282     188
1702    178
464     222
963     182
1596     58
1287     39
1599     15
1265     23
1534    146
118      87
276     213
472     116
768      14
632     189
1257    255
480     185
570      57
312     134
1491     32
1670    182
413      28
1273    255
600      50
869     255
1453     28
1449    227
Name: 2386, dtype: int64 0.000000
1555) 504      46
815      94
296      36
348     199
261     221
811      67
192      95
11      197
658      67
1591    162
285     122
788      19
661      92
860     202
1499    205
831     193
48        4
854     106
1240    177
577     203
1517     61
1565      3
1519    255
1395     96
165     151
1024    185
1420     82
1114    182
1295    198
679      61
       ... 
1052    254
1016    255
1696    255
1337    118
282     192
1702    187
464     217
963     199
1596     52
1287     44
1599     13
1265     21
1534    139
118     101
276     212
472     129
768      17
632     206
1257    255
480     221
570      37
312     140
1491     27
1670    183
413      31
1273    255
600      63
869     255
1453     40
1449    227
Name: 2385, dtype: int64 0.000000
1556) 504     198
815     154
296     219
348     100
261     125
811     164
192     146
11        0
658     211
1591     83
285     196
788     110
661     150
860      44
1499     73
831     125
48      154
854     106
1240     58
577     122
1517    122
1565    184
1519    255
1395    106
165      69
1024    221
1420    203
1114     33
1295    255
679     133
       ... 
1052     55
1016    255
1696     72
1337     63
282      95
1702    108
464     227
963     169
1596    181
1287    212
1599    154
1265    183
1534    164
118     160
276      67
472      47
768      60
632     107
1257    255
480     165
570     173
312      49
1491    168
1670    235
413     205
1273    199
600     177
869      46
1453    204
1449    174
Name: 186, dtype: int64 0.000000
1557) 504      47
815      82
296      43
348     211
261     221
811      68
192      87
11      191
658      75
1591    195
285     118
788      18
661      88
860     199
1499    210
831     196
48      218
854     106
1240    176
577     207
1517     78
1565    210
1519    255
1395     97
165     139
1024     83
1420     65
1114    221
1295    255
679      63
       ... 
1052     72
1016    255
1696    255
1337    118
282     183
1702    199
464     194
963     169
1596     52
1287     39
1599     20
1265     29
1534    116
118      54
276     212
472     140
768      16
632     213
1257    255
480     219
570      35
312     149
1491     16
1670    186
413      45
1273    224
600      63
869     255
1453     27
1449    227
Name: 2383, dtype: int64 0.000000
1558) 504      53
815     114
296      33
348     212
261     224
811      61
192     100
11      204
658      81
1591    122
285     204
788      19
661     166
860     210
1499    251
831     196
48      109
854     132
1240    177
577     209
1517    225
1565    248
1519    255
1395     99
165     148
1024     21
1420     71
1114    207
1295    255
679      55
       ... 
1052     74
1016    255
1696    255
1337    118
282     171
1702    151
464     145
963     203
1596     52
1287     27
1599     31
1265     15
1534    143
118      25
276     212
472     151
768      16
632     225
1257    255
480     218
570      52
312     145
1491     84
1670    182
413      44
1273    167
600      59
869     255
1453     51
1449    250
Name: 2379, dtype: int64 0.000000
1559) 504     178
815     136
296     216
348      95
261     168
811     157
192     147
11        0
658     190
1591    195
285     153
788     128
661     148
860     185
1499     70
831     240
48      100
854      84
1240     56
577     161
1517    143
1565    197
1519    255
1395    104
165      69
1024    222
1420    202
1114    115
1295    255
679     121
       ... 
1052    129
1016    255
1696    169
1337     63
282      98
1702    108
464      77
963     125
1596    163
1287    214
1599    154
1265    169
1534    152
118     149
276      43
472      20
768     110
632      92
1257    255
480     163
570     160
312      48
1491    179
1670    243
413     185
1273    254
600     139
869      40
1453    217
1449    160
Name: 188, dtype: int64 0.000000
1560) 504     151
815     130
296     219
348      86
261     215
811     157
192     154
11        0
658     162
1591    180
285      70
788     121
661     148
860      14
1499     71
831     246
48      146
854      56
1240     53
577     145
1517    131
1565    195
1519    255
1395     76
165      75
1024    222
1420    199
1114     31
1295    255
679     120
       ... 
1052     91
1016    255
1696    170
1337     63
282      94
1702    108
464     153
963     167
1596    123
1287    192
1599    154
1265    178
1534    118
118     146
276      48
472      12
768      92
632      90
1257    255
480     158
570     159
312      43
1491    160
1670    244
413     199
1273    254
600     139
869     128
1453    221
1449    155
Name: 189, dtype: int64 0.000000
1561) 504      39
815     110
296      52
348     194
261     223
811      64
192      75
11      194
658      66
1591     65
285     139
788      28
661     116
860     202
1499    241
831     192
48      125
854     131
1240    172
577     208
1517    231
1565    236
1519    255
1395     96
165     138
1024     65
1420     68
1114    212
1295    255
679      61
       ... 
1052     51
1016    255
1696    255
1337    118
282     171
1702    186
464     102
963     161
1596     52
1287     10
1599     22
1265     24
1534    142
118      39
276     214
472     145
768      19
632     211
1257    255
480     215
570      36
312     152
1491     41
1670    185
413      35
1273    210
600      62
869     255
1453     32
1449    227
Name: 2381, dtype: int64 0.000000
1562) 504     197
815     121
296     223
348      69
261     227
811     154
192     158
11        0
658     141
1591    255
285     128
788     110
661     211
860       0
1499     85
831     226
48      213
854      54
1240     42
577     128
1517     47
1565    190
1519    255
1395     74
165      67
1024    222
1420    204
1114     39
1295    255
679     110
       ... 
1052    128
1016    255
1696    202
1337     63
282     101
1702    108
464     236
963     148
1596     58
1287    160
1599    153
1265    162
1534     80
118     146
276      55
472      44
768      86
632      65
1257    255
480     159
570     139
312      37
1491    164
1670    239
413     177
1273    255
600     133
869     255
1453    227
1449    243
Name: 191, dtype: int64 0.000000
1563) 504     172
815     114
296     226
348      62
261     231
811     154
192     165
11        0
658     142
1591    255
285      85
788     111
661     208
860       0
1499     96
831     142
48      227
854      54
1240     75
577     130
1517     59
1565    167
1519    255
1395     97
165      64
1024    222
1420    194
1114     45
1295    255
679     109
       ... 
1052     13
1016    255
1696    175
1337     63
282      98
1702    108
464     241
963     144
1596    139
1287    164
1599    143
1265    166
1534     81
118     148
276      35
472      21
768      91
632      49
1257    255
480     150
570     132
312      36
1491    161
1670    247
413     180
1273    255
600     134
869     255
1453    231
1449    243
Name: 192, dtype: int64 0.000000
1564) 504      44
815     103
296      48
348     197
261     224
811      64
192      89
11      189
658      67
1591    119
285     167
788      26
661     148
860     199
1499    251
831     193
48       59
854     146
1240    177
577     208
1517    228
1565    230
1519    255
1395    103
165     143
1024     16
1420     95
1114    209
1295    255
679      61
       ... 
1052     73
1016    255
1696    255
1337    118
282     177
1702    153
464     134
963     184
1596     55
1287     18
1599     23
1265     25
1534    115
118      31
276     210
472     140
768      12
632     229
1257    255
480     216
570      44
312     150
1491     46
1670    186
413      30
1273    197
600      59
869     255
1453     58
1449    229
Name: 2380, dtype: int64 0.000000
1565) 504     175
815     186
296     210
348     108
261     183
811     177
192     150
11      255
658     197
1591    173
285     229
788     128
661     157
860      41
1499    242
831      74
48      247
854     106
1240    168
577     168
1517    143
1565    241
1519    255
1395    101
165      74
1024     82
1420    193
1114     89
1295    255
679     147
       ... 
1052    186
1016    255
1696     51
1337     56
282     117
1702    124
464      35
963     167
1596    229
1287    143
1599    181
1265    238
1534     26
118     183
276     103
472     143
768     104
632     163
1257    255
480      60
570     194
312       9
1491    171
1670    144
413     207
1273     53
600     170
869     255
1453    170
1449    234
Name: 176, dtype: int64 0.000000
1566) 504     146
815     122
296     162
348     124
261     119
811     170
192     149
11      227
658     247
1591    255
285     222
788     170
661     128
860     250
1499    239
831      53
48       70
854      84
1240    234
577     143
1517    111
1565    174
1519     66
1395     60
165      87
1024    130
1420    129
1114     65
1295    255
679     133
       ... 
1052    231
1016    252
1696    255
1337    107
282     221
1702    108
464     166
963     134
1596    148
1287    152
1599    255
1265    196
1534     61
118     184
276     103
472     145
768      91
632     185
1257    255
480     138
570     165
312      53
1491    190
1670    236
413     157
1273     21
600     159
869     255
1453    196
1449    169
Name: 213, dtype: int64 0.000000
1567) 504      39
815      69
296      77
348     173
261     216
811      90
192     106
11       95
658      83
1591     40
285     165
788       7
661      77
860      28
1499      1
831     187
48        0
854      40
1240    150
577     207
1517    139
1565      0
1519     79
1395    122
165     130
1024    222
1420     54
1114     90
1295     60
679      76
       ... 
1052    226
1016    255
1696    255
1337    118
282     192
1702    150
464     201
963     164
1596     43
1287     47
1599     88
1265     38
1534    121
118      82
276     230
472     115
768      15
632      72
1257     98
480     218
570      25
312     115
1491     42
1670    189
413      35
1273    255
600      45
869     255
1453     12
1449    219
Name: 2392, dtype: int64 0.000000
1568) 504     137
815     134
296     176
348     113
261     108
811     169
192     155
11      212
658     247
1591    255
285     229
788     161
661     154
860     194
1499    234
831     164
48      226
854      84
1240    195
577     148
1517    131
1565    205
1519     65
1395     58
165      85
1024    154
1420    173
1114     95
1295    255
679     133
       ... 
1052    123
1016    253
1696    255
1337    107
282     217
1702    108
464     143
963     141
1596    198
1287    165
1599    255
1265    192
1534     82
118     187
276     116
472     148
768      77
632     163
1257    252
480     151
570     177
312      53
1491    203
1670    238
413     171
1273     44
600     168
869     255
1453    143
1449    199
Name: 214, dtype: int64 0.000000
1569) 504     159
815     122
296     223
348      70
261     149
811     149
192     146
11        0
658     140
1591    249
285     111
788      89
661     196
860       0
1499     80
831     203
48      122
854      67
1240     41
577     128
1517     71
1565    189
1519    255
1395     74
165      73
1024    222
1420    206
1114     43
1295    255
679     109
       ... 
1052    117
1016    255
1696    101
1337    107
282      90
1702    108
464     200
963     123
1596     58
1287    196
1599    153
1265    170
1534    109
118     145
276      52
472      98
768      75
632      65
1257    255
480     138
570     140
312      41
1491    159
1670    241
413     178
1273    255
600     115
869     249
1453    212
1449    185
Name: 241, dtype: int64 0.000000
1570) 504     135
815     171
296     209
348     109
261     108
811     169
192     148
11        4
658     231
1591     75
285     201
788     144
661     171
860     118
1499    123
831     251
48       72
854     108
1240    114
577     172
1517    116
1565     86
1519    255
1395     95
165      71
1024    176
1420    209
1114     74
1295    255
679     138
       ... 
1052     83
1016    255
1696     50
1337    107
282      96
1702    119
464     162
963     212
1596    193
1287    162
1599    175
1265    203
1534    187
118     160
276      75
472     104
768     210
632     126
1257    255
480     166
570     182
312      43
1491     58
1670    115
413     203
1273     69
600     137
869      46
1453     33
1449    223
Name: 233, dtype: int64 0.000000
1571) 504     127
815     163
296     208
348     100
261      93
811     165
192     132
11        1
658     225
1591     69
285     190
788     138
661     148
860     123
1499    107
831     243
48      149
854     132
1240    116
577     172
1517    111
1565     96
1519    255
1395     80
165      75
1024    123
1420    204
1114     61
1295    255
679     140
       ... 
1052     81
1016    255
1696     53
1337    107
282      99
1702    118
464      38
963     162
1596    172
1287    175
1599    144
1265    202
1534    168
118     157
276      77
472     109
768      67
632     126
1257    255
480     164
570     189
312      24
1491     97
1670    102
413     211
1273     72
600     142
869      21
1453     50
1449    197
Name: 234, dtype: int64 0.000000
1572) 504     144
815     160
296     210
348     101
261      93
811     162
192     132
11        0
658     219
1591     65
285     201
788     131
661     148
860     171
1499     61
831     230
48      129
854     106
1240    118
577     160
1517    152
1565    114
1519    255
1395     75
165      72
1024     61
1420    205
1114     56
1295    255
679     135
       ... 
1052     59
1016    255
1696     67
1337    107
282      96
1702    108
464      39
963     169
1596    198
1287    178
1599     91
1265    196
1534    177
118     155
276      53
472     107
768      59
632     121
1257    255
480      96
570     173
312      11
1491    168
1670    153
413     200
1273     31
600     167
869      21
1453     92
1449    184
Name: 235, dtype: int64 0.000000
1573) 504     175
815     150
296     213
348      94
261      95
811     151
192     142
11        0
658     192
1591     81
285     183
788     115
661     148
860      53
1499     94
831     194
48       38
854      84
1240     86
577     160
1517    151
1565    130
1519    255
1395     72
165      73
1024    197
1420    207
1114     57
1295    255
679     126
       ... 
1052     53
1016    255
1696     76
1337    107
282      93
1702    108
464     186
963     181
1596    138
1287    181
1599    173
1265    188
1534    169
118     147
276      74
472      79
768      62
632      99
1257    255
480     151
570     174
312      54
1491    162
1670    205
413     198
1273    138
600     150
869      34
1453    172
1449    168
Name: 237, dtype: int64 0.000000
1574) 504     109
815      81
296     255
348      76
261     226
811     255
192     255
11        0
658      40
1591    255
285     238
788     255
661      37
860       0
1499      0
831     116
48        0
854     255
1240    129
577     255
1517    104
1565      0
1519    255
1395    253
165     106
1024    222
1420     67
1114    174
1295     84
679     255
       ... 
1052    187
1016    255
1696    255
1337     51
282     249
1702    150
464     150
963     183
1596     72
1287     59
1599    222
1265     54
1534    117
118     255
276     250
472      63
768     251
632      19
1257    255
480     138
570     255
312     255
1491     24
1670    204
413      14
1273    255
600     255
869     255
1453     15
1449    233
Name: 2349, dtype: int64 0.000000
1575) 504     134
815      95
296     250
348      85
261     226
811     255
192     255
11        0
658      45
1591    255
285     187
788     255
661      39
860       3
1499      0
831      84
48        0
854     255
1240    152
577     228
1517    128
1565      0
1519    255
1395    255
165      99
1024    222
1420     58
1114    222
1295     80
679     253
       ... 
1052    192
1016    255
1696    136
1337     71
282     159
1702    151
464     138
963     215
1596     83
1287     75
1599    194
1265     52
1534    133
118     255
276     223
472      79
768       6
632      25
1257    255
480     153
570     255
312     255
1491     12
1670    201
413      17
1273    255
600     255
869     255
1453     14
1449    240
Name: 2348, dtype: int64 0.000000
1576) 504     144
815     127
296     221
348      74
261     138
811     151
192     148
11        0
658     148
1591    133
285     117
788     118
661     195
860       5
1499     65
831     247
48       67
854      67
1240     33
577     116
1517     98
1565    249
1519    255
1395     80
165      66
1024    222
1420    205
1114     36
1295    255
679     116
       ... 
1052     77
1016    255
1696     84
1337    107
282      89
1702    108
464     112
963     157
1596    104
1287    188
1599    154
1265    177
1534     96
118     144
276      55
472      92
768      65
632      79
1257    255
480     139
570     169
312      44
1491    160
1670    246
413     169
1273    253
600     126
869     106
1453    203
1449    161
Name: 240, dtype: int64 0.000000
1577) 504     170
815     114
296     224
348      62
261     154
811     149
192     150
11        0
658     131
1591    255
285      38
788     109
661     193
860       0
1499     99
831     219
48      214
854      67
1240     89
577     129
1517     87
1565    240
1519    255
1395     68
165      68
1024    222
1420    201
1114     77
1295    255
679     108
       ... 
1052     51
1016    255
1696     83
1337    107
282      91
1702    108
464     237
963     122
1596    130
1287    204
1599    143
1265    170
1534     95
118     149
276      45
472     101
768      83
632      53
1257    255
480     153
570     130
312      39
1491    148
1670    248
413     165
1273    255
600     106
869     202
1453    218
1449    222
Name: 242, dtype: int64 0.000000
1578) 504      37
815      49
296      23
348     222
261     229
811      59
192      79
11        0
658     151
1591    255
285     118
788      41
661     186
860     225
1499    136
831     155
48       73
854     185
1240     43
577      17
1517     97
1565    175
1519    255
1395    101
165     146
1024    221
1420     43
1114    141
1295    255
679     120
       ... 
1052    159
1016    174
1696    255
1337    100
282     195
1702    154
464     118
963      98
1596     49
1287     16
1599     31
1265     13
1534    247
118      74
276     232
472     144
768     100
632     214
1257      8
480     215
570      53
312     114
1491     39
1670    173
413      68
1273    255
600      35
869     255
1453     31
1449    243
Name: 2362, dtype: int64 0.000000
1579) 504     151
815     109
296     224
348      53
261     163
811     146
192     161
11        0
658     133
1591    255
285      56
788      81
661     203
860       0
1499     99
831     205
48      216
854      45
1240     83
577      97
1517     94
1565    195
1519    255
1395     39
165      63
1024    222
1420    204
1114     63
1295    255
679     100
       ... 
1052     15
1016    255
1696    123
1337    107
282      95
1702    108
464     235
963      23
1596    252
1287    193
1599    184
1265    167
1534     91
118     160
276      59
472     107
768      81
632      44
1257    255
480     144
570     123
312      40
1491    161
1670    249
413     159
1273    255
600     108
869     255
1453    223
1449    234
Name: 243, dtype: int64 0.000000
1580) 504     120
815     103
296     225
348      49
261     178
811     146
192     190
11        0
658     144
1591    255
285     121
788      78
661     209
860       0
1499    102
831     172
48      177
854      35
1240     64
577     111
1517    112
1565      6
1519    255
1395    190
165      61
1024    222
1420    214
1114     80
1295    255
679      97
       ... 
1052     17
1016    255
1696    116
1337    107
282      94
1702    108
464     190
963     110
1596    240
1287    193
1599    146
1265    162
1534     95
118     208
276      56
472     101
768      77
632      34
1257    255
480     139
570     139
312     120
1491    160
1670    245
413     173
1273    255
600     105
869     255
1453    230
1449    235
Name: 244, dtype: int64 0.000000
1581) 504     125
815     105
296      87
348     125
261     228
811     255
192     255
11        0
658      52
1591    255
285     158
788     255
661      46
860       1
1499      0
831      87
48        0
854     255
1240    143
577     202
1517    177
1565      0
1519    253
1395    255
165      86
1024    222
1420     53
1114     97
1295     85
679      56
       ... 
1052    197
1016    255
1696    162
1337    119
282     202
1702    148
464     152
963     185
1596    117
1287     72
1599    112
1265     52
1534    126
118     255
276     154
472      99
768       7
632      30
1257    255
480     145
570     153
312     255
1491     10
1670    199
413      17
1273    255
600     254
869     255
1453     14
1449    235
Name: 2347, dtype: int64 0.000000
1582) 504      43
815      52
296      98
348     113
261     227
811     255
192     255
11        0
658      46
1591    255
285     183
788     255
661      47
860       0
1499      0
831     173
48        0
854     255
1240    154
577     205
1517    147
1565      0
1519    255
1395    251
165      48
1024    222
1420     63
1114    150
1295     69
679      69
       ... 
1052    198
1016    255
1696    195
1337    112
282     211
1702    152
464     158
963     210
1596    123
1287     68
1599    116
1265     41
1534     90
118     255
276     155
472      67
768       4
632      28
1257    255
480     216
570     152
312     255
1491     16
1670    201
413      26
1273    255
600     255
869     255
1453     16
1449    227
Name: 2397, dtype: int64 0.000000
1583) 504     118
815      79
296     227
348      32
261      66
811     255
192     255
11        0
658     159
1591    255
285      19
788     255
661     210
860       0
1499     82
831     229
48        0
854     255
1240     60
577      83
1517     22
1565      0
1519    255
1395    255
165      59
1024    222
1420    221
1114    102
1295    255
679      89
       ... 
1052      7
1016    255
1696    252
1337    108
282      99
1702    108
464     237
963     151
1596    197
1287    243
1599    205
1265    164
1534    146
118     255
276      48
472     147
768     159
632      17
1257    255
480      80
570     208
312     255
1491     70
1670    235
413     137
1273    255
600     255
869     255
1453    240
1449    237
Name: 247, dtype: int64 0.000000
1584) 504     148
815     115
296      91
348     146
261     227
811     255
192     255
11        0
658      60
1591    216
285     164
788      72
661      55
860       3
1499      0
831      92
48        0
854     255
1240    147
577     206
1517    187
1565      0
1519    167
1395    252
165     109
1024    222
1420     63
1114     18
1295     93
679      54
       ... 
1052    204
1016    255
1696    113
1337    115
282     200
1702    149
464     181
963     200
1596    123
1287    111
1599     98
1265     47
1534    155
118     255
276     196
472     103
768      10
632      37
1257    255
480     162
570      26
312     255
1491     10
1670    186
413      11
1273    255
600      38
869     255
1453     13
1449    228
Name: 2346, dtype: int64 0.000000
1585) 504     153
815     132
296     188
348     111
261     109
811     172
192     156
11      255
658     248
1591    255
285     232
788     157
661     151
860     230
1499    242
831     128
48      148
854      86
1240     48
577     165
1517    131
1565    125
1519    116
1395    102
165      79
1024    222
1420    175
1114     74
1295    255
679     133
       ... 
1052    226
1016    255
1696    255
1337     63
282     185
1702    108
464     196
963     187
1596    208
1287    222
1599    255
1265    210
1534     58
118     189
276      16
472      98
768     137
632     183
1257    253
480     151
570     177
312      46
1491    203
1670    236
413     170
1273     41
600     175
869     255
1453    227
1449    182
Name: 164, dtype: int64 0.000000
1586) 504      49
815      57
296      66
348     157
261     215
811      79
192     166
11        0
658      73
1591     53
285     162
788       6
661      69
860       0
1499      0
831     202
48        0
854      30
1240    158
577     207
1517     81
1565      0
1519    115
1395    180
165     122
1024    222
1420     42
1114    189
1295     36
679      69
       ... 
1052    218
1016    255
1696    255
1337    108
282     131
1702    148
464     202
963     142
1596     48
1287     42
1599     95
1265     40
1534     91
118     138
276     230
472     104
768       8
632      54
1257    255
480     218
570      33
312     160
1491     41
1670     39
413      16
1273    255
600      47
869     255
1453     14
1449    227
Name: 2394, dtype: int64 0.000000
1587) 504     160
815     179
296     205
348     123
261     118
811     167
192     138
11      106
658     229
1591     46
285     208
788     143
661     179
860     125
1499    127
831     252
48       63
854     132
1240     87
577     164
1517    162
1565     95
1519    255
1395    106
165      71
1024    149
1420    210
1114     61
1295    255
679     145
       ... 
1052    170
1016    255
1696     51
1337    107
282      97
1702     85
464      20
963     191
1596    206
1287    191
1599    192
1265    208
1534    192
118     162
276      69
472     100
768     219
632     129
1257    255
480     157
570     193
312       3
1491     66
1670    101
413     202
1273     71
600     168
869      35
1453     33
1449    229
Name: 232, dtype: int64 0.000000
1588) 504     154
815     179
296     212
348     128
261     123
811     166
192     131
11      230
658     223
1591     67
285     217
788     117
661     171
860      66
1499    208
831     251
48      188
854     132
1240    116
577     164
1517    147
1565     94
1519    255
1395    106
165      77
1024     81
1420    192
1114     81
1295    255
679     146
       ... 
1052    182
1016    255
1696     46
1337    107
282     105
1702     67
464     174
963     195
1596    200
1287    174
1599    173
1265    207
1534    222
118     168
276      59
472      90
768      87
632     176
1257    255
480     160
570     191
312       4
1491     51
1670    118
413     215
1273     72
600     171
869      67
1453     25
1449    251
Name: 231, dtype: int64 0.000000
1589) 504     150
815     157
296     189
348     116
261     125
811     181
192     146
11      255
658     240
1591    255
285     224
788     126
661     171
860      57
1499    199
831     118
48      130
854     128
1240    174
577     174
1517    191
1565    191
1519    255
1395    102
165      75
1024     52
1420    189
1114    182
1295    255
679     151
       ... 
1052    228
1016    206
1696    255
1337     63
282     175
1702    108
464     126
963     228
1596    150
1287    165
1599    255
1265    227
1534     61
118     195
276      33
472     116
768      82
632     183
1257    164
480     159
570     174
312      89
1491    207
1670    236
413     204
1273     70
600     176
869     255
1453    209
1449    208
Name: 167, dtype: int64 0.000000
1590) 504     143
815     152
296     183
348     116
261      97
811     177
192     159
11      222
658     242
1591    255
285     225
788     160
661     171
860      90
1499    225
831     163
48      158
854     106
1240    180
577     162
1517    130
1565    251
1519     95
1395     81
165      83
1024    140
1420    190
1114     82
1295    255
679     138
       ... 
1052    230
1016    144
1696    255
1337    107
282     211
1702    108
464     148
963      19
1596    187
1287    145
1599    254
1265    215
1534    107
118     197
276      98
472     130
768      75
632     196
1257     86
480     158
570     171
312      55
1491    207
1670    237
413     199
1273     78
600     174
869     255
1453     60
1449    230
Name: 216, dtype: int64 0.000000
1591) 504     165
815     171
296     206
348     105
261     108
811     181
192     158
11      255
658     223
1591    255
285     235
788     112
661     184
860     156
1499    208
831      71
48      196
854     132
1240    164
577     173
1517    173
1565    255
1519    255
1395     97
165      76
1024    100
1420    193
1114     72
1295    255
679     154
       ... 
1052    215
1016    255
1696    180
1337     63
282     144
1702    108
464      52
963     218
1596    109
1287    138
1599    163
1265    242
1534     48
118     195
276      43
472     125
768      74
632     183
1257     64
480      73
570     186
312      57
1491    191
1670    101
413     210
1273     59
600     184
869     255
1453    183
1449    248
Name: 171, dtype: int64 0.000000
1592) 504     159
815     161
296     184
348     116
261     118
811     177
192     142
11      199
658     234
1591    255
285     226
788     144
661     157
860      65
1499    170
831     122
48       46
854     132
1240    163
577     175
1517    158
1565    204
1519    149
1395     90
165      72
1024    110
1420    196
1114    191
1295    255
679     145
       ... 
1052    223
1016    254
1696    255
1337    107
282     202
1702    108
464      53
963     223
1596    170
1287    170
1599    197
1265    227
1534     58
118     198
276      49
472      96
768      92
632     179
1257     58
480      38
570     164
312      93
1491    207
1670    137
413     197
1273     83
600     176
869     255
1453     65
1449    251
Name: 218, dtype: int64 0.000000
1593) 504     146
815     169
296     193
348     131
261     116
811     174
192     149
11      205
658     229
1591    255
285     229
788     140
661     171
860     106
1499    175
831     117
48       58
854     132
1240    149
577     175
1517    124
1565    255
1519    255
1395    111
165      69
1024    137
1420    127
1114     71
1295    255
679     153
       ... 
1052    144
1016    255
1696    255
1337    107
282     196
1702    108
464      47
963     212
1596    173
1287     91
1599    109
1265    231
1534     99
118     196
276      37
472      80
768     133
632     131
1257     66
480      80
570     187
312      56
1491    206
1670    112
413     192
1273     89
600     179
869     255
1453     67
1449    248
Name: 219, dtype: int64 0.000000
1594) 504      55
815      57
296      22
348     207
261     228
811      54
192      67
11        0
658     162
1591    255
285     124
788      57
661     184
860     137
1499    144
831     152
48       82
854     176
1240     51
577      13
1517    124
1565    169
1519    255
1395    114
165     147
1024    222
1420     75
1114    148
1295    255
679     102
       ... 
1052    161
1016    157
1696    255
1337    100
282     193
1702    153
464     116
963      50
1596     48
1287     16
1599     30
1265     12
1534    248
118      80
276     232
472     141
768     107
632     183
1257     47
480     218
570      43
312     116
1491     80
1670    170
413      68
1273    255
600      38
869     163
1453     33
1449    243
Name: 2361, dtype: int64 0.000000
1595) 504      36
815      55
296      29
348     202
261     227
811      55
192      75
11        0
658     175
1591    255
285     160
788      52
661     128
860       5
1499    143
831     148
48      215
854     164
1240     55
577      17
1517    203
1565    211
1519    255
1395    106
165     156
1024    222
1420     55
1114    145
1295    255
679     122
       ... 
1052    160
1016    175
1696    255
1337    103
282     195
1702    146
464     100
963     123
1596     46
1287     48
1599     51
1265     23
1534    247
118      69
276     229
472     141
768     109
632     154
1257     74
480     215
570      34
312     114
1491     47
1670    171
413      71
1273    255
600      52
869      34
1453     37
1449    243
Name: 2360, dtype: int64 0.000000
1596) 504      49
815      49
296      46
348     175
261     226
811      58
192      83
11        0
658     175
1591    255
285     153
788      67
661     117
860       0
1499    149
831     142
48      235
854     154
1240     39
577      15
1517    180
1565    220
1519    255
1395    107
165     163
1024    222
1420     39
1114    138
1295    255
679     113
       ... 
1052    152
1016    164
1696    255
1337    116
282     197
1702    144
464     108
963     125
1596     41
1287     67
1599    104
1265     33
1534    182
118      72
276     234
472     137
768     112
632     142
1257    186
480     215
570      30
312     119
1491     26
1670    168
413      70
1273    255
600      58
869      50
1453     45
1449    243
Name: 2359, dtype: int64 0.000000
1597) 504      47
815      39
296      22
348     191
261     226
811      59
192      67
11        0
658     175
1591    255
285     145
788      89
661      78
860       0
1499    156
831     161
48      230
854     154
1240    107
577      15
1517     90
1565    225
1519    255
1395    114
165     160
1024    222
1420     40
1114    136
1295    255
679     107
       ... 
1052    156
1016     35
1696    255
1337    118
282     193
1702    140
464     114
963      46
1596     46
1287     59
1599     99
1265     29
1534     67
118      76
276     233
472     129
768     108
632     112
1257    255
480     213
570      33
312     124
1491     13
1670    171
413      68
1273    255
600      79
869      47
1453     73
1449    243
Name: 2358, dtype: int64 0.000000
1598) 504     141
815     181
296     201
348     133
261     124
811     179
192     123
11      255
658     200
1591    215
285     232
788     141
661     189
860      51
1499    245
831      55
48      255
854     132
1240    129
577     181
1517    129
1565    255
1519    255
1395    114
165      77
1024    123
1420    207
1114     61
1295    255
679     153
       ... 
1052    241
1016    255
1696     75
1337    107
282     145
1702    119
464      62
963     139
1596    224
1287     55
1599     73
1265    236
1534     61
118     193
276      29
472      77
768      77
632     154
1257    255
480      18
570     195
312      63
1491    191
1670    157
413     213
1273     49
600     163
869     255
1453     46
1449    226
Name: 224, dtype: int64 0.000000
1599) 504     141
815     171
296     200
348     113
261     118
811     179
192     156
11      255
658     229
1591    255
285     239
788     102
661     184
860      80
1499    216
831      65
48      137
854     132
1240    165
577     175
1517    206
1565    255
1519    255
1395    105
165      72
1024    170
1420    194
1114     56
1295    255
679     151
       ... 
1052     93
1016    255
1696    211
1337     63
282     144
1702    108
464      71
963     170
1596    166
1287    107
1599    224
1265    237
1534     65
118     196
276      36
472     125
768     110
632     136
1257     73
480      71
570     178
312      55
1491    198
1670    104
413     206
1273     67
600     186
869     255
1453    193
1449    251
Name: 170, dtype: int64 0.000000
1600) 504      67
815      33
296      31
348     165
261     225
811      62
192      82
11        0
658     197
1591    255
285     151
788     103
661      63
860       0
1499    155
831     155
48      225
854     151
1240    117
577      18
1517    226
1565    196
1519    255
1395    131
165     160
1024    222
1420     43
1114    103
1295    255
679     102
       ... 
1052    150
1016     86
1696    255
1337    108
282     198
1702    143
464     119
963      52
1596     49
1287    128
1599     98
1265     24
1534     90
118      57
276     225
472     112
768     110
632     108
1257    255
480     216
570      23
312     132
1491     14
1670    169
413      63
1273    255
600      57
869      43
1453     72
1449    243
Name: 2357, dtype: int64 0.000000
1601) 504     166
815     165
296     201
348     107
261     128
811     179
192     160
11      255
658     234
1591    255
285     235
788     110
661     171
860      72
1499    208
831      99
48       83
854     132
1240    164
577     175
1517    115
1565    255
1519    255
1395    108
165      69
1024    145
1420    193
1114     50
1295    255
679     153
       ... 
1052     57
1016    255
1696    255
1337     63
282     147
1702    108
464      67
963     157
1596    161
1287    106
1599    163
1265    229
1534     64
118     197
276      41
472     115
768     156
632     165
1257     62
480      77
570     188
312      54
1491    209
1670    137
413     203
1273     81
600     183
869     255
1453    197
1449    244
Name: 169, dtype: int64 0.000000
1602) 504     145
815     190
296     208
348     130
261     125
811     173
192     136
11      255
658     184
1591    100
285     225
788     153
661     157
860      72
1499    225
831      54
48      242
854     106
1240    145
577     178
1517    115
1565    167
1519    255
1395    102
165      78
1024    168
1420    189
1114     93
1295    255
679     147
       ... 
1052    114
1016    255
1696     39
1337    111
282     133
1702    127
464      33
963     175
1596    209
1287    143
1599     67
1265    236
1534     42
118     194
276      32
472      79
768      84
632     158
1257    255
480      65
570     189
312       5
1491    165
1670    130
413     202
1273     61
600     170
869     255
1453     42
1449    220
Name: 226, dtype: int64 0.000000
1603) 504     170
815     190
296     205
348     109
261     131
811     172
192     130
11      255
658     179
1591     98
285     225
788     147
661     171
860      94
1499    230
831      54
48      249
854     106
1240    163
577     187
1517    123
1565    146
1519    255
1395    127
165      79
1024    145
1420    202
1114     70
1295    255
679     152
       ... 
1052    192
1016    255
1696     32
1337    112
282     128
1702    125
464      32
963     151
1596    238
1287    150
1599     71
1265    216
1534     34
118     191
276      24
472      74
768      89
632     158
1257    255
480      69
570     193
312      16
1491    165
1670    148
413     215
1273     67
600     168
869     255
1453     37
1449    226
Name: 227, dtype: int64 0.000000
1604) 504     173
815     190
296     206
348     137
261     124
811     168
192     122
11      255
658     188
1591     87
285     225
788     152
661     157
860     135
1499    145
831      50
48      230
854     132
1240    119
577     173
1517    149
1565     91
1519    255
1395    111
165      79
1024    148
1420    199
1114    106
1295    255
679     146
       ... 
1052    191
1016    255
1696     65
1337    108
282     110
1702    117
464      29
963     153
1596    152
1287    147
1599     87
1265    220
1534    163
118     181
276      59
472      69
768      89
632     157
1257    255
480      77
570     191
312       9
1491     36
1670    136
413     211
1273     63
600     181
869     199
1453     25
1449    243
Name: 229, dtype: int64 0.000000
1605) 504     107
815     196
296     193
348     111
261     123
811     162
192     124
11      255
658     162
1591     70
285     221
788      99
661     171
860     174
1499    235
831     145
48       94
854     160
1240     48
577     174
1517    125
1565    127
1519    255
1395     91
165      90
1024    223
1420     87
1114     85
1295    255
679     146
       ... 
1052    136
1016    255
1696     51
1337    207
282      67
1702    226
464      49
963     130
1596    224
1287    171
1599     52
1265    240
1534    128
118     176
276     120
472     198
768      66
632     157
1257    255
480      59
570     182
312      83
1491     95
1670     70
413     195
1273     71
600     187
869     255
1453     38
1449    100
Name: 326, dtype: int64 0.000000
1606) 504     138
815     196
296     197
348     123
261     107
811     162
192     117
11      255
658     149
1591     81
285     222
788     106
661     171
860      91
1499    230
831     234
48      207
854     147
1240     92
577     178
1517    116
1565    123
1519    255
1395     17
165      90
1024    207
1420     52
1114     74
1295    255
679     141
       ... 
1052    133
1016    255
1696     43
1337    207
282      63
1702    238
464      49
963     102
1596    199
1287    219
1599     56
1265    226
1534     90
118     180
276     109
472     203
768      85
632     157
1257    255
480      60
570     187
312      81
1491     65
1670    109
413     214
1273    127
600     184
869     255
1453     33
1449    114
Name: 327, dtype: int64 0.000000
1607) 504     141
815     191
296     202
348     115
261      87
811     160
192     114
11      255
658     154
1591     75
285     223
788     103
661     153
860      78
1499    203
831     228
48      220
854     147
1240     92
577     183
1517    126
1565    126
1519    255
1395     94
165      91
1024    173
1420     62
1114    118
1295    255
679     140
       ... 
1052    197
1016    255
1696     31
1337    207
282      68
1702    218
464      47
963     128
1596    192
1287    217
1599     65
1265    221
1534    218
118     176
276      92
472     205
768     180
632     157
1257    255
480      74
570     190
312      79
1491     69
1670    123
413     212
1273     61
600     180
869     255
1453     35
1449    121
Name: 328, dtype: int64 0.000000
1608) 504      70
815     193
296      45
348     213
261     215
811      48
192      74
11      223
658     127
1591    255
285      73
788      85
661     198
860     222
1499    116
831     140
48      202
854     185
1240     27
577     150
1517    173
1565     18
1519    255
1395    184
165     171
1024     46
1420     80
1114    214
1295    255
679     136
       ... 
1052    170
1016     37
1696    255
1337    110
282     180
1702    118
464     153
963     167
1596     99
1287     76
1599     25
1265     45
1534    237
118      69
276     220
472     123
768     128
632     227
1257     56
480      10
570      54
312     120
1491    143
1670    120
413      38
1273    168
600      63
869     255
1453     67
1449    243
Name: 2268, dtype: int64 0.000000
1609) 504     108
815     148
296     154
348      99
261      93
811     148
192      50
11      122
658     235
1591    255
285     210
788      93
661     117
860     100
1499    186
831      70
48       62
854     149
1240    132
577     151
1517     99
1565    255
1519     45
1395     84
165     100
1024    151
1420     56
1114    171
1295    237
679     134
       ... 
1052    230
1016     28
1696    255
1337    112
282     191
1702    108
464      88
963     194
1596    175
1287    202
1599    255
1265    212
1534    220
118     193
276      75
472     149
768      45
632     183
1257     81
480     143
570     142
312      86
1491    200
1670     95
413     187
1273     35
600     168
869     255
1453     56
1449    153
Name: 415, dtype: int64 0.000000
1610) 504     115
815     156
296     159
348     139
261      81
811     151
192     116
11      116
658     233
1591    255
285     211
788      97
661     163
860      85
1499    221
831     105
48       53
854     127
1240    117
577     174
1517    111
1565    255
1519     44
1395     97
165     101
1024    198
1420     31
1114    180
1295    241
679     132
       ... 
1052    174
1016     55
1696    210
1337    112
282     180
1702     20
464      87
963      47
1596    179
1287    230
1599    255
1265    225
1534    229
118     195
276      75
472     153
768      54
632     188
1257    149
480     169
570     172
312      86
1491    203
1670     74
413     185
1273     45
600     177
869     255
1453     53
1449     90
Name: 416, dtype: int64 0.000000
1611) 504      87
815     164
296     158
348     133
261      49
811     151
192     115
11      118
658     230
1591    255
285     193
788      88
661     108
860     135
1499    157
831     209
48       85
854     132
1240    167
577     159
1517    141
1565    255
1519     20
1395    105
165     107
1024    218
1420     39
1114    179
1295    147
679     137
       ... 
1052    214
1016    148
1696    203
1337    112
282     181
1702     96
464      95
963     165
1596    174
1287    164
1599    255
1265    228
1534    217
118     196
276      73
472     141
768     163
632     189
1257    119
480     148
570     173
312     131
1491    203
1670     88
413     184
1273     63
600     185
869     255
1453     69
1449     86
Name: 417, dtype: int64 0.000000
1612) 504      86
815     166
296     169
348     128
261      67
811     152
192     114
11      111
658     219
1591    255
285     219
788      93
661     131
860     190
1499    172
831     171
48       76
854     128
1240    156
577     162
1517    138
1565    243
1519     54
1395    109
165     101
1024    217
1420     43
1114     83
1295      5
679     143
       ... 
1052    192
1016     57
1696    198
1337    112
282     174
1702    158
464     115
963     238
1596    165
1287    109
1599    248
1265    232
1534    181
118     194
276      68
472     176
768     143
632     158
1257     27
480      30
570     178
312     124
1491    203
1670    122
413     183
1273     84
600     189
869     255
1453     68
1449    101
Name: 418, dtype: int64 0.000000
1613) 504     166
815     126
296     177
348     112
261     119
811     172
192     125
11      255
658     248
1591    255
285     232
788     169
661     169
860     177
1499    240
831     122
48        2
854      84
1240    118
577     142
1517    152
1565      3
1519    228
1395    158
165      82
1024    222
1420    164
1114     81
1295    255
679     129
       ... 
1052    231
1016    255
1696    255
1337     49
282     138
1702    108
464      86
963      40
1596    157
1287    126
1599    255
1265    202
1534     14
118     186
276      18
472      18
768     174
632     159
1257    255
480     144
570     165
312      40
1491    203
1670    237
413     180
1273    202
600     180
869     255
1453    242
1449    162
Name: 113, dtype: int64 0.000000
1614) 504     165
815     118
296     177
348      95
261     106
811     171
192     139
11      255
658     246
1591    255
285     231
788     103
661     164
860     100
1499    246
831     125
48        0
854      82
1240    115
577     152
1517    132
1565      0
1519    228
1395    161
165      99
1024    222
1420    166
1114    196
1295    255
679     128
       ... 
1052    233
1016    254
1696    255
1337     49
282     154
1702    108
464      91
963      37
1596    179
1287    136
1599    255
1265    187
1534     10
118     187
276      27
472      14
768     123
632     155
1257    255
480     128
570     142
312      35
1491    188
1670    233
413     183
1273    236
600     172
869     255
1453    245
1449    155
Name: 112, dtype: int64 0.000000
1615) 504     145
815     103
296     174
348      87
261     102
811     168
192     131
11      255
658     242
1591    255
285     233
788      67
661     109
860     202
1499    245
831      58
48        0
854      55
1240    181
577     141
1517    180
1565      0
1519    255
1395    165
165      91
1024    222
1420    158
1114    135
1295    255
679     124
       ... 
1052    244
1016    224
1696    255
1337     49
282     197
1702    108
464     112
963      70
1596    146
1287    137
1599    255
1265    191
1534      7
118     188
276      18
472      19
768      89
632     115
1257    255
480     129
570     117
312      37
1491    162
1670    225
413     190
1273    255
600     181
869     255
1453    248
1449    156
Name: 110, dtype: int64 0.000000
1616) 504     150
815      89
296     184
348      71
261      95
811     165
192     152
11      236
658     236
1591    255
285     218
788      19
661      61
860     229
1499    249
831      85
48        0
854      66
1240    220
577     116
1517    207
1565      0
1519    255
1395    171
165     111
1024    222
1420    141
1114     95
1295      4
679     115
       ... 
1052    246
1016    207
1696    255
1337     49
282     207
1702    108
464     131
963      73
1596    145
1287    155
1599    255
1265    170
1534      4
118     196
276      39
472     237
768      93
632     103
1257    255
480     131
570     119
312      35
1491    154
1670    220
413     142
1273    255
600     165
869     255
1453    250
1449    149
Name: 108, dtype: int64 0.000000
1617) 504      94
815     130
296     140
348     125
261      70
811     148
192     120
11      153
658     236
1591    255
285     198
788      85
661     148
860      58
1499    235
831      94
48       36
854     127
1240    157
577     153
1517     73
1565    255
1519     43
1395     68
165     110
1024    141
1420     65
1114    250
1295    255
679     129
       ... 
1052    211
1016     40
1696    255
1337    112
282     203
1702    108
464      76
963     171
1596    132
1287    207
1599    255
1265    212
1534    117
118     183
276      90
472      55
768      41
632     198
1257     65
480     132
570     156
312      83
1491    187
1670    106
413     182
1273    134
600     154
869     255
1453     66
1449    195
Name: 413, dtype: int64 0.000000
1618) 504      75
815      68
296      32
348     217
261     209
811      62
192      97
11      241
658      73
1591    193
285     191
788      19
661     190
860     187
1499     99
831     166
48      137
854     147
1240    166
577     204
1517    199
1565    255
1519    255
1395    190
165     138
1024     24
1420     78
1114    201
1295    255
679      65
       ... 
1052     65
1016    242
1696    125
1337     79
282     162
1702    166
464     118
963     169
1596     25
1287     24
1599     97
1265     14
1534     99
118      53
276     218
472     130
768      12
632     214
1257    255
480     219
570      28
312     144
1491    122
1670    195
413      50
1273    210
600      80
869     255
1453     60
1449    227
Name: 2427, dtype: int64 0.000000
1619) 504      57
815     180
296      54
348     210
261     214
811      48
192      84
11      101
658     120
1591    255
285      96
788      90
661     198
860      44
1499    122
831     139
48       70
854     185
1240     41
577      81
1517    156
1565     13
1519    255
1395    181
165     174
1024     93
1420     82
1114    184
1295    255
679      57
       ... 
1052    150
1016     25
1696    255
1337    121
282     177
1702    112
464     153
963     200
1596     55
1287     64
1599     22
1265     38
1534    155
118      83
276     215
472     122
768     125
632     228
1257     49
480      10
570      40
312     121
1491    123
1670    124
413      27
1273    164
600      66
869     255
1453     69
1449    243
Name: 2267, dtype: int64 0.000000
1620) 504     134
815     198
296     186
348     111
261     109
811     151
192     125
11      201
658     156
1591     76
285     228
788      78
661     151
860     142
1499    249
831     155
48      220
854     166
1240    173
577     158
1517    109
1565    129
1519    149
1395     99
165      97
1024    193
1420    109
1114    113
1295    200
679     144
       ... 
1052    147
1016    127
1696     56
1337    112
282      51
1702    239
464      70
963     156
1596    225
1287     82
1599    144
1265    247
1534    132
118     173
276      87
472     187
768      65
632     174
1257    255
480      30
570     188
312      95
1491    189
1670     93
413     204
1273     58
600     169
869     255
1453     42
1449    166
Name: 425, dtype: int64 0.000000
1621) 504      99
815     196
296     189
348     115
261      92
811     151
192     121
11      236
658     147
1591     97
285     228
788      83
661     151
860     111
1499    250
831     157
48      213
854     163
1240     71
577     172
1517     97
1565    122
1519    171
1395     93
165      98
1024    193
1420    114
1114     99
1295    255
679     132
       ... 
1052    152
1016    142
1696     14
1337    111
282      47
1702    223
464      74
963     116
1596    205
1287     45
1599    158
1265    244
1534    161
118     176
276      89
472     197
768      74
632     157
1257    255
480      10
570     177
312      98
1491    154
1670    169
413     199
1273     53
600     166
869     255
1453     40
1449    171
Name: 426, dtype: int64 0.000000
1622) 504     142
815      69
296     197
348      61
261      75
811     161
192     136
11        1
658     233
1591    255
285     209
788      12
661      45
860       5
1499    243
831      33
48        0
854      54
1240    234
577     125
1517    228
1565      0
1519    255
1395    178
165     107
1024    222
1420    141
1114     92
1295     12
679     103
       ... 
1052    243
1016    112
1696    255
1337     49
282     208
1702    108
464     125
963     108
1596    116
1287    152
1599    255
1265    161
1534     12
118     195
276      39
472      79
768      82
632      74
1257    255
480     121
570     112
312      34
1491     87
1670    215
413     171
1273    255
600     157
869     255
1453    252
1449    153
Name: 106, dtype: int64 0.000000
1623) 504     122
815      68
296     204
348      49
261      79
811     163
192     141
11        0
658     234
1591    255
285     211
788       6
661      36
860       4
1499    234
831      25
48        0
854      58
1240    237
577     105
1517    222
1565      0
1519    255
1395    222
165     107
1024    222
1420    143
1114    196
1295    255
679      95
       ... 
1052    245
1016    208
1696    255
1337     49
282     210
1702    108
464      66
963      92
1596    134
1287    168
1599    255
1265    174
1534     56
118     218
276      42
472      92
768      70
632      66
1257    255
480     125
570     106
312     230
1491    158
1670    215
413     165
1273    255
600     165
869     255
1453    252
1449    150
Name: 105, dtype: int64 0.000000
1624) 504     153
815     198
296     188
348     126
261      52
811     148
192     115
11      255
658     139
1591     62
285     213
788     126
661     144
860      79
1499    227
831     186
48       94
854     151
1240     76
577     174
1517    113
1565    121
1519    179
1395     95
165      90
1024    217
1420     75
1114    227
1295    255
679     140
       ... 
1052    154
1016    126
1696     17
1337    105
282      37
1702    198
464      90
963     152
1596    220
1287    217
1599    188
1265    228
1534    157
118     171
276      94
472     188
768     109
632     157
1257    255
480      12
570     188
312      90
1491    103
1670    157
413     199
1273     57
600     170
869     172
1453     38
1449    149
Name: 428, dtype: int64 0.000000
1625) 504      87
815     138
296     146
348     124
261      77
811     148
192     111
11      110
658     235
1591    255
285     212
788      72
661     111
860     167
1499    239
831     125
48       53
854     128
1240    143
577     163
1517     83
1565    255
1519     26
1395     74
165     104
1024     89
1420     44
1114    137
1295    255
679     128
       ... 
1052    168
1016     46
1696    255
1337    112
282     198
1702    108
464      87
963     176
1596    206
1287    162
1599    255
1265    218
1534    109
118     192
276      88
472     112
768      43
632     189
1257     61
480     153
570     149
312      86
1491    190
1670    137
413     158
1273     49
600     174
869     255
1453     61
1449    208
Name: 414, dtype: int64 0.000000
1626) 504      79
815     125
296     135
348     147
261      82
811     148
192     123
11      145
658     236
1591    255
285     204
788      82
661     112
860      41
1499    225
831     150
48      200
854     130
1240    168
577     135
1517     84
1565    255
1519     39
1395     72
165     101
1024    153
1420    197
1114    253
1295    255
679     122
       ... 
1052    218
1016     10
1696    255
1337    112
282     207
1702    108
464      69
963      25
1596    153
1287    222
1599    255
1265    213
1534    116
118     183
276      93
472      86
768      52
632     177
1257     66
480     141
570     152
312      84
1491    168
1670     95
413     165
1273    100
600     179
869     255
1453     75
1449    171
Name: 412, dtype: int64 0.000000
1627) 504     175
815     177
296     210
348     110
261     142
811     181
192     138
11      255
658     214
1591    255
285     230
788      93
661     184
860      78
1499    227
831      45
48      235
854     132
1240    141
577     171
1517    156
1565    255
1519    255
1395    176
165      69
1024     70
1420    194
1114    105
1295    255
679     155
       ... 
1052    197
1016    255
1696    115
1337     40
282      53
1702    108
464      55
963     142
1596    238
1287    131
1599    255
1265    241
1534     13
118     188
276     111
472      91
768      86
632     183
1257    139
480      53
570     185
312       4
1491    189
1670    241
413     186
1273     88
600     187
869     255
1453    215
1449    208
Name: 123, dtype: int64 0.000000
1628) 504      57
815      60
296     182
348      52
261      84
811     255
192     255
11      161
658     221
1591    255
285     165
788     106
661      34
860     209
1499    232
831      74
48        0
854      51
1240    142
577      94
1517    174
1565      1
1519    152
1395    102
165     108
1024    222
1420    161
1114    107
1295    234
679     188
       ... 
1052     25
1016     66
1696    255
1337    106
282     246
1702    108
464      72
963     175
1596    160
1287    157
1599    255
1265    203
1534    104
118     255
276     102
472     169
768     154
632      72
1257     84
480     105
570     104
312     255
1491     60
1670    214
413     135
1273    220
600     167
869     255
1453    240
1449    166
Name: 404, dtype: int64 0.000000
1629) 504     105
815      59
296      19
348     220
261     221
811      61
192      92
11        3
658     104
1591    255
285     138
788      20
661     190
860     194
1499    104
831     176
48       58
854     177
1240    187
577      54
1517    225
1565    255
1519    255
1395    255
165     135
1024     72
1420     58
1114    217
1295    255
679      88
       ... 
1052    144
1016    188
1696    255
1337     91
282     168
1702    163
464      92
963     150
1596     23
1287    160
1599     96
1265     59
1534    216
118      95
276     215
472     135
768      14
632     227
1257     70
480     222
570      44
312     131
1491    126
1670    186
413      65
1273    222
600      69
869     255
1453     27
1449    208
Name: 2420, dtype: int64 0.000000
1630) 504     175
815     171
296     210
348     110
261     161
811     179
192     137
11      255
658     225
1591    255
285     237
788      86
661     180
860     119
1499    234
831     153
48      160
854     132
1240    149
577     186
1517    172
1565    255
1519    255
1395    178
165      69
1024     87
1420    193
1114     38
1295    255
679     154
       ... 
1052     48
1016    255
1696    250
1337     34
282      63
1702    108
464      32
963     169
1596    107
1287    121
1599    248
1265    241
1534     23
118     192
276      23
472      59
768      98
632     183
1257     66
480      68
570     188
312      53
1491    188
1670    240
413     201
1273     75
600     181
869     255
1453    221
1449    227
Name: 121, dtype: int64 0.000000
1631) 504      84
815      70
296     250
348      30
261      70
811     255
192     255
11        0
658     136
1591    255
285      24
788     255
661     229
860       0
1499     30
831     239
48        0
854     255
1240     56
577     190
1517     16
1565      0
1519    255
1395    255
165      90
1024    222
1420    235
1114    103
1295    255
679     241
       ... 
1052      5
1016    218
1696    255
1337    104
282     168
1702    108
464      71
963     132
1596     90
1287    220
1599    255
1265    184
1534    207
118     255
276      31
472     171
768     196
632      17
1257    255
480     103
570     255
312     255
1491     59
1670    249
413     116
1273    255
600     255
869     255
1453    221
1449    212
Name: 398, dtype: int64 0.000000
1632) 504      70
815      79
296     255
348      26
261     106
811     255
192     255
11        0
658     136
1591    255
285      34
788     255
661     227
860       0
1499     25
831     246
48        0
854     255
1240     58
577     255
1517      7
1565      0
1519    255
1395    255
165      90
1024    222
1420    231
1114    159
1295    255
679     255
       ... 
1052      4
1016    230
1696    255
1337     47
282     248
1702    108
464      40
963     210
1596    125
1287    204
1599    255
1265    165
1534    162
118     255
276      43
472     149
768     252
632      14
1257    255
480      96
570     255
312     255
1491     68
1670    250
413     114
1273    255
600     255
869     255
1453    233
1449    231
Name: 399, dtype: int64 0.000000
1633) 504      43
815     255
296     255
348      27
261     255
811     255
192     255
11      204
658     251
1591    254
285     187
788     255
661     255
860     136
1499    212
831      39
48        0
854     255
1240    116
577     255
1517    169
1565      0
1519    255
1395    255
165     255
1024    222
1420    129
1114    157
1295    229
679     255
       ... 
1052     21
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     140
1596    224
1287    211
1599    255
1265    180
1534     40
118     255
276     177
472     154
768     255
632      36
1257    164
480     255
570     255
312     255
1491    101
1670    203
413     255
1273    255
600     255
869     255
1453    248
1449    238
Name: 400, dtype: int64 0.000000
1634) 504     163
815     165
296     204
348     113
261     144
811     179
192     143
11      255
658     235
1591    255
285     235
788     103
661     171
860      61
1499    218
831      88
48       44
854     132
1240    153
577     175
1517    146
1565    255
1519    255
1395    158
165      69
1024    170
1420    192
1114     69
1295    255
679     152
       ... 
1052    165
1016    255
1696    255
1337     42
282      75
1702    108
464      64
963     192
1596    175
1287    164
1599    239
1265    232
1534     53
118     192
276      33
472      41
768     111
632     204
1257     67
480      74
570     187
312      48
1491    207
1670    247
413     190
1273     25
600     185
869     255
1453    227
1449    223
Name: 119, dtype: int64 0.000000
1635) 504     167
815     151
296     201
348     116
261     142
811     180
192     142
11      255
658     240
1591    255
285     234
788      57
661     184
860      96
1499    153
831      99
48      162
854     132
1240    159
577     171
1517    161
1565    217
1519    255
1395    159
165      68
1024    153
1420    194
1114     92
1295    255
679     152
       ... 
1052    224
1016    254
1696    255
1337     34
282      93
1702    108
464      30
963     131
1596    147
1287    127
1599    248
1265    230
1534     81
118     193
276      39
472      35
768      93
632     204
1257     55
480      36
570     157
312      58
1491    207
1670    245
413     197
1273     29
600     183
869     255
1453    228
1449    202
Name: 118, dtype: int64 0.000000
1636) 504     143
815     153
296     194
348     115
261     137
811     183
192     132
11      255
658     242
1591    255
285     234
788      98
661     170
860      74
1499    217
831     113
48      215
854      90
1240    158
577     160
1517    206
1565    185
1519    255
1395    161
165      72
1024    138
1420    193
1114     92
1295    255
679     151
       ... 
1052    228
1016    229
1696    255
1337     50
282     118
1702    108
464      34
963     126
1596    160
1287    153
1599    255
1265    220
1534     80
118     193
276      39
472      26
768      96
632     181
1257    176
480     155
570     182
312      90
1491    207
1670    245
413     195
1273     68
600     178
869     255
1453    231
1449    187
Name: 117, dtype: int64 0.000000
1637) 504      89
815     118
296     135
348     117
261      78
811     148
192     118
11      126
658     233
1591    255
285     206
788      89
661     116
860      42
1499    227
831     137
48      224
854      83
1240    168
577     137
1517    123
1565    255
1519     48
1395     68
165      95
1024     91
1420    191
1114    250
1295    255
679     117
       ... 
1052    198
1016     12
1696    255
1337    112
282     209
1702    108
464      71
963      11
1596    166
1287    219
1599    255
1265    212
1534    109
118     179
276      80
472     187
768      43
632     188
1257    150
480     127
570     137
312      80
1491    125
1670     99
413     178
1273     53
600     178
869     255
1453     78
1449    171
Name: 411, dtype: int64 0.000000
1638) 504      67
815      75
296     163
348      67
261      36
811     151
192     127
11      134
658     227
1591    255
285     144
788      66
661      47
860     163
1499    234
831     115
48        0
854      66
1240    170
577      93
1517    170
1565     29
1519     73
1395     73
165     105
1024    198
1420    167
1114    114
1295      3
679     100
       ... 
1052    249
1016     28
1696    255
1337    113
282     209
1702    108
464      88
963     138
1596    176
1287    194
1599    255
1265    198
1534    164
118     171
276     112
472     172
768     167
632     100
1257    233
480     147
570     106
312      89
1491    102
1670    216
413     145
1273    198
600     156
869     255
1453    230
1449    169
Name: 406, dtype: int64 0.000000
1639) 504      70
815      81
296     146
348      80
261      22
811     155
192     125
11      114
658     231
1591    255
285     155
788      77
661      66
860     228
1499    219
831     141
48        0
854     102
1240    175
577     119
1517    157
1565    174
1519     75
1395     71
165     109
1024    192
1420    166
1114     57
1295      4
679     108
       ... 
1052    249
1016     12
1696    255
1337    115
282     211
1702    108
464      80
963      11
1596    188
1287    201
1599    255
1265    206
1534    103
118     170
276     104
472     179
768     169
632     104
1257    255
480     103
570     107
312      81
1491    125
1670    212
413     155
1273    101
600     175
869     255
1453    196
1449    171
Name: 407, dtype: int64 0.000000
1640) 504      75
815     200
296      62
348     208
261     204
811      58
192      64
11      239
658     144
1591    255
285     168
788      58
661     204
860     220
1499    118
831     138
48       83
854     177
1240     12
577     207
1517    200
1565    188
1519    255
1395    181
165     166
1024    134
1420     96
1114    222
1295    255
679     156
       ... 
1052     34
1016     45
1696    245
1337    110
282     178
1702    107
464     180
963     211
1596     40
1287     73
1599     23
1265     42
1534    247
118      89
276     221
472     137
768      98
632     227
1257     29
480      11
570      44
312     123
1491    159
1670    122
413      27
1273    148
600      93
869     255
1453    110
1449    243
Name: 2271, dtype: int64 0.000000
1641) 504     101
815      74
296      40
348     218
261     222
811      54
192      88
11      216
658     103
1591    255
285     148
788      17
661     193
860     215
1499    112
831     191
48       84
854     165
1240    173
577      86
1517    205
1565    255
1519    255
1395    255
165     133
1024    151
1420     59
1114    217
1295    255
679     101
       ... 
1052     69
1016    172
1696    255
1337     83
282     155
1702    163
464      75
963     182
1596     26
1287    141
1599     93
1265     48
1534    179
118      57
276     218
472     153
768      16
632     227
1257    174
480     220
570      39
312     138
1491    139
1670    191
413      63
1273    232
600      69
869     255
1453     27
1449    208
Name: 2422, dtype: int64 0.000000
1642) 504      82
815     102
296     133
348     135
261      45
811      70
192     124
11       91
658     233
1591    255
285     196
788      63
661      96
860      65
1499    206
831      61
48        3
854     103
1240    178
577     137
1517    138
1565    176
1519     72
1395     73
165     107
1024    131
1420    174
1114    194
1295    150
679     112
       ... 
1052     40
1016    136
1696    255
1337    113
282     211
1702    108
464      71
963      11
1596    149
1287    235
1599    255
1265    207
1534    126
118     174
276      97
472     192
768     125
632     141
1257    255
480     137
570     122
312      80
1491    141
1670    184
413     144
1273     75
600     180
869     255
1453    112
1449    177
Name: 409, dtype: int64 0.000000
1643) 504     118
815     112
296     136
348     105
261      64
811     148
192     116
11      110
658     234
1591    255
285     193
788      87
661     115
860      69
1499    208
831     110
48       90
854      86
1240    179
577     133
1517    139
1565    238
1519     54
1395     63
165     101
1024     37
1420    180
1114    244
1295    255
679     115
       ... 
1052    215
1016     60
1696    255
1337    112
282     212
1702    108
464      70
963       7
1596    148
1287    230
1599    255
1265    211
1534    125
118     171
276      81
472     186
768      39
632     175
1257    252
480     136
570     130
312      82
1491    120
1670    167
413     156
1273     45
600     187
869     255
1453     85
1449    169
Name: 410, dtype: int64 0.000000
1644) 504     100
815      78
296      54
348     219
261     217
811      60
192      88
11      231
658      95
1591    255
285     132
788      17
661     197
860     174
1499    119
831     199
48       64
854     164
1240     89
577      86
1517    214
1565    255
1519    255
1395    255
165     138
1024    159
1420     56
1114    218
1295    255
679      72
       ... 
1052     56
1016    178
1696    255
1337     85
282     162
1702    161
464      95
963     175
1596     31
1287    139
1599     92
1265     29
1534    135
118      55
276     216
472     143
768      15
632     227
1257    230
480     220
570      46
312     138
1491    144
1670    194
413      63
1273    224
600     103
869     255
1453     45
1449    208
Name: 2423, dtype: int64 0.000000
1645) 504     137
815     198
296     193
348     140
261      54
811     148
192     123
11      255
658     139
1591    100
285     222
788     100
661     150
860      58
1499    248
831     244
48      180
854     132
1240    126
577     169
1517    119
1565    120
1519    253
1395     89
165     101
1024    221
1420     67
1114    191
1295    160
679     141
       ... 
1052    202
1016    156
1696     58
1337    108
282      40
1702    235
464      79
963     194
1596    215
1287    209
1599    110
1265    229
1534    181
118     165
276      72
472     182
768     140
632     157
1257    255
480      12
570     185
312      91
1491    100
1670    160
413     207
1273     52
600     156
869      72
1453     30
1449    140
Name: 429, dtype: int64 0.000000
1646) 504      58
815     179
296      35
348     200
261     213
811      52
192      89
11        3
658     120
1591    255
285     128
788     109
661     194
860      37
1499    130
831     140
48      197
854     194
1240     45
577      30
1517    160
1565     11
1519    255
1395    181
165     174
1024    103
1420     90
1114     64
1295    255
679      89
       ... 
1052    152
1016     26
1696    255
1337    114
282     181
1702    192
464     143
963     146
1596     58
1287     15
1599     26
1265     12
1534    178
118      81
276     215
472     116
768     140
632     227
1257     50
480       6
570      41
312     116
1491     86
1670    123
413      28
1273    108
600      91
869     255
1453     57
1449    243
Name: 2266, dtype: int64 0.000000
1647) 504      54
815     177
296      31
348     198
261     207
811      54
192      93
11        1
658     124
1591    255
285      68
788     112
661     183
860      69
1499    128
831     134
48       84
854     194
1240     13
577      31
1517    165
1565     12
1519    255
1395    181
165     163
1024     35
1420     94
1114    178
1295    255
679      98
       ... 
1052    158
1016     51
1696    255
1337    113
282     188
1702    173
464     157
963     139
1596     57
1287     28
1599     23
1265     18
1534    197
118      83
276     220
472     117
768     131
632     227
1257    111
480       8
570      42
312     114
1491     74
1670    125
413      19
1273    110
600      65
869     255
1453     60
1449    243
Name: 2265, dtype: int64 0.000000
1648) 504      14
815      67
296      55
348     146
261     210
811      45
192      86
11        0
658     198
1591    255
285     149
788      95
661      46
860       0
1499    159
831      65
48      172
854      85
1240    101
577      20
1517    179
1565      4
1519    255
1395    136
165     180
1024    222
1420     43
1114     75
1295    255
679      82
       ... 
1052    144
1016     45
1696    255
1337    114
282     201
1702    133
464     149
963      49
1596     98
1287     46
1599    115
1265     23
1534     77
118     141
276     233
472      79
768      95
632      99
1257    134
480       7
570      28
312     214
1491     12
1670    117
413      11
1273    255
600      52
869     241
1453     40
1449    230
Name: 2255, dtype: int64 0.000000
1649) 504     233
815      75
296     228
348      30
261     213
811     255
192     255
11        0
658     185
1591    255
285      22
788     255
661     204
860       0
1499    119
831     134
48        0
854     255
1240     78
577     107
1517     35
1565      0
1519    255
1395    255
165      57
1024    222
1420    209
1114     97
1295    255
679      93
       ... 
1052     48
1016    255
1696    255
1337     40
282      99
1702    108
464     164
963     118
1596    193
1287    237
1599    255
1265    149
1534     94
118     255
276      27
472     106
768     176
632      18
1257    255
480      90
570     212
312     255
1491     87
1670    228
413     122
1273    255
600     254
869     255
1453    247
1449    242
Name: 97, dtype: int64 0.000000
1650) 504      70
815     136
296      15
348     180
261     198
811      47
192      67
11        0
658     159
1591    255
285     129
788     115
661     115
860       7
1499    161
831      96
48      183
854     151
1240     66
577      23
1517    136
1565    157
1519    255
1395    180
165     176
1024    222
1420     71
1114     97
1295    255
679     114
       ... 
1052    138
1016     58
1696    255
1337    108
282     174
1702    133
464     133
963     119
1596     38
1287     88
1599     36
1265     34
1534     88
118      63
276     228
472     106
768     106
632     179
1257    189
480       7
570      37
312     112
1491     21
1670    100
413      28
1273    255
600      69
869      40
1453     25
1449    224
Name: 2259, dtype: int64 0.000000
1651) 504      39
815     122
296      14
348     171
261     198
811      47
192      63
11        0
658     169
1591    255
285     122
788     111
661      92
860       0
1499    160
831      88
48      226
854     150
1240     85
577      19
1517    193
1565    189
1519    255
1395    181
165     182
1024    222
1420     61
1114    109
1295    255
679     104
       ... 
1052    140
1016     58
1696    255
1337    114
282     195
1702    134
464     135
963      70
1596     51
1287     96
1599     37
1265     31
1534    110
118      47
276     234
472      96
768     107
632     142
1257    173
480       6
570      27
312     107
1491     35
1670     52
413      27
1273    255
600      68
869      37
1453     25
1449    220
Name: 2258, dtype: int64 0.000000
1652) 504      51
815      54
296     190
348      48
261     180
811     255
192     255
11      141
658     222
1591    255
285     170
788     255
661      38
860     105
1499    235
831      95
48        0
854      33
1240    135
577      85
1517    182
1565      1
1519    231
1395    242
165     116
1024    222
1420    146
1114    192
1295     84
679     255
       ... 
1052     22
1016    175
1696    255
1337    108
282     255
1702    108
464     113
963     169
1596    145
1287    195
1599    255
1265    197
1534     88
118     255
276     135
472     250
768     149
632      76
1257     26
480     100
570     249
312     255
1491     77
1670    211
413     127
1273    255
600     154
869     112
1453    239
1449    182
Name: 453, dtype: int64 0.000000
1653) 504      48
815      60
296     167
348      57
261      66
811     255
192     255
11      161
658     218
1591    255
285     146
788     127
661      34
860     161
1499    233
831     116
48        0
854      46
1240    139
577      85
1517    172
1565      4
1519    162
1395     79
165     116
1024    222
1420    164
1114    205
1295     74
679     189
       ... 
1052     63
1016     43
1696    255
1337     91
282     239
1702    108
464      68
963     182
1596    160
1287    229
1599    255
1265    197
1534     88
118     255
276     132
472     231
768     154
632      81
1257     58
480     104
570     104
312     255
1491     58
1670    209
413     134
1273    232
600     156
869     132
1453    237
1449    179
Name: 454, dtype: int64 0.000000
1654) 504      41
815     100
296      26
348     155
261     209
811      47
192      70
11        0
658     192
1591    255
285     163
788     108
661      51
860       0
1499    166
831      88
48      229
854     113
1240    101
577      24
1517    107
1565    204
1519    255
1395    180
165     182
1024    222
1420     47
1114     84
1295    255
679      84
       ... 
1052    133
1016     52
1696    255
1337    120
282     200
1702    137
464     148
963      33
1596     56
1287     92
1599     80
1265     30
1534     47
118      62
276     233
472      85
768     105
632     106
1257    138
480       8
570      28
312     107
1491     16
1670     35
413      26
1273    255
600      56
869     198
1453     34
1449    237
Name: 2256, dtype: int64 0.000000
1655) 504      57
815      75
296     157
348      68
261      42
811     146
192     128
11      155
658     224
1591    255
285     126
788      66
661      50
860     213
1499    229
831     119
48        0
854      66
1240    136
577     105
1517    159
1565    201
1519     78
1395     78
165     114
1024    179
1420    175
1114    200
1295     50
679     102
       ... 
1052    250
1016     22
1696    255
1337    106
282     167
1702    108
464     110
963     148
1596    174
1287    197
1599    255
1265    216
1534    147
118     154
276      89
472     166
768     144
632      98
1257    231
480     151
570     107
312     120
1491    109
1670    216
413     128
1273    123
600     173
869     175
1453    220
1449    171
Name: 456, dtype: int64 0.000000
1656) 504     232
815      79
296     228
348      35
261     232
811     255
192     255
11        0
658     171
1591    255
285      35
788     110
661     214
860       0
1499    120
831     119
48        0
854     255
1240     78
577     100
1517     35
1565      0
1519    255
1395    255
165      58
1024    222
1420    207
1114     99
1295    255
679      86
       ... 
1052     53
1016    255
1696    255
1337     44
282      82
1702    108
464     230
963     114
1596    215
1287    219
1599    255
1265    151
1534     95
118     255
276      13
472     156
768     158
632      20
1257    255
480     111
570     117
312     255
1491    138
1670    231
413     179
1273    255
600     102
869     255
1453    246
1449    240
Name: 96, dtype: int64 0.000000
1657) 504      91
815     176
296     185
348     125
261      87
811     145
192     128
11      255
658     217
1591     70
285     208
788      66
661     127
860      61
1499    129
831      94
48      230
854     128
1240     89
577     153
1517    110
1565     93
1519    255
1395     74
165      87
1024    214
1420     80
1114     54
1295    143
679     133
       ... 
1052    180
1016    134
1696     18
1337    112
282      33
1702    210
464      60
963     205
1596    218
1287    216
1599     74
1265    223
1534    214
118     158
276      95
472     177
768     201
632     163
1257    255
480     168
570     177
312      84
1491     60
1670    153
413     188
1273     50
600     146
869      21
1453     31
1449    131
Name: 432, dtype: int64 0.000000
1658) 504      80
815      96
296     133
348      85
261      50
811      13
192     122
11       55
658     225
1591    255
285     171
788     123
661      84
860     122
1499     63
831     159
48        3
854      85
1240    132
577     208
1517    138
1565    209
1519     79
1395     63
165     108
1024    149
1420    172
1114    153
1295      6
679     116
       ... 
1052    114
1016     34
1696    255
1337    112
282     159
1702    108
464      79
963      11
1596    162
1287    206
1599    255
1265    202
1534     97
118     168
276     109
472     174
768     176
632     131
1257    255
480     219
570     112
312      71
1491    155
1670    167
413     147
1273     88
600     168
869     255
1453    137
1449    179
Name: 458, dtype: int64 0.000000
1659) 504      87
815     108
296     125
348     116
261      89
811      19
192     118
11       95
658     226
1591    255
285     174
788      67
661     120
860      64
1499     87
831     132
48       32
854      96
1240    139
577     203
1517    107
1565    210
1519     80
1395     47
165     110
1024    182
1420    176
1114    222
1295    145
679     115
       ... 
1052     77
1016    142
1696    255
1337    114
282     152
1702    108
464      74
963      11
1596    157
1287    201
1599    255
1265    211
1534    130
118     170
276     101
472     178
768     132
632     147
1257    255
480     154
570      68
312      67
1491    144
1670    140
413     179
1273     35
600     172
869     255
1453    138
1449    161
Name: 459, dtype: int64 0.000000
1660) 504     232
815      85
296     228
348      38
261     234
811     234
192     255
11        0
658     159
1591    255
285      63
788      72
661     227
860       0
1499    119
831      82
48        0
854      70
1240     77
577      99
1517     35
1565      0
1519    255
1395    255
165      59
1024    222
1420    207
1114    103
1295    255
679      94
       ... 
1052     39
1016    255
1696    255
1337     43
282      84
1702    108
464     229
963     132
1596    244
1287    199
1599    255
1265    153
1534     86
118     255
276       3
472      88
768     174
632      26
1257    255
480     137
570     119
312     255
1491    161
1670    228
413     165
1273    255
600     108
869     255
1453    246
1449    236
Name: 95, dtype: int64 0.000000
1661) 504      63
815      77
296      68
348     199
261     216
811      66
192      99
11      194
658      65
1591    255
285     133
788      20
661      92
860     196
1499    197
831     151
48        5
854     102
1240    182
577     205
1517     41
1565      0
1519    255
1395    222
165     137
1024    188
1420     71
1114    189
1295    255
679     104
       ... 
1052    250
1016    255
1696    255
1337     79
282     176
1702    180
464     222
963     163
1596     46
1287     32
1599     92
1265     31
1534     99
118      85
276     225
472     149
768      12
632     219
1257    255
480     222
570      32
312     127
1491     46
1670    198
413      31
1273    255
600      44
869     255
1453     16
1449    227
Name: 2435, dtype: int64 0.000000
1662) 504      74
815     127
296     129
348     131
261      77
811     143
192     126
11      138
658     230
1591    255
285     179
788      64
661     116
860      42
1499    218
831     227
48       24
854     132
1240    158
577     132
1517     61
1565    255
1519     47
1395     39
165     108
1024    145
1420    181
1114    236
1295    255
679     123
       ... 
1052    222
1016     17
1696    255
1337    117
282     178
1702    108
464     101
963      94
1596    178
1287    154
1599    255
1265    213
1534    147
118     179
276     103
472     170
768      49
632     178
1257     63
480     148
570     150
312      92
1491    161
1670    163
413     165
1273     72
600     185
869     255
1453     73
1449    169
Name: 462, dtype: int64 0.000000
1663) 504      72
815     129
296     135
348     138
261      70
811     143
192     120
11      128
658     228
1591    255
285     201
788      63
661     148
860      57
1499    225
831     110
48       80
854     114
1240    127
577     139
1517     65
1565    255
1519     40
1395     38
165     115
1024     95
1420     86
1114    251
1295    221
679     124
       ... 
1052    222
1016     48
1696    255
1337    117
282     171
1702    108
464     141
963     134
1596    148
1287    162
1599    255
1265    222
1534    112
118     183
276      88
472      33
768      38
632     174
1257     63
480     139
570     137
312      91
1491    191
1670     90
413     181
1273     65
600     165
869     255
1453     66
1449    209
Name: 463, dtype: int64 0.000000
1664) 504     150
815     186
296     210
348     138
261     151
811     171
192     137
11      221
658     188
1591     98
285     228
788     121
661     180
860      71
1499    153
831     118
48      227
854     129
1240    126
577     174
1517    180
1565    112
1519    255
1395     97
165      70
1024    158
1420    199
1114     84
1295    255
679     147
       ... 
1052    193
1016    255
1696     28
1337     52
282     102
1702    113
464      30
963     169
1596    147
1287    136
1599    126
1265    220
1534    139
118     179
276      81
472      12
768      89
632     157
1257    255
480      75
570     191
312       6
1491     58
1670    122
413     210
1273     90
600     190
869     255
1453    183
1449    227
Name: 179, dtype: int64 0.000000
1665) 504      48
815      82
296      48
348     211
261     213
811      65
192      98
11      210
658      71
1591    255
285     120
788      21
661      92
860     200
1499    206
831     156
48       13
854     106
1240    184
577     208
1517     47
1565      4
1519    255
1395    195
165     131
1024    178
1420     86
1114    192
1295    255
679      65
       ... 
1052    229
1016    255
1696    255
1337     79
282     178
1702    179
464     194
963     172
1596     59
1287     43
1599     95
1265     27
1534    139
118      57
276     227
472     153
768      16
632     227
1257    255
480     191
570      48
312     126
1491     32
1670    197
413      40
1273    255
600      43
869     255
1453     28
1449    227
Name: 2434, dtype: int64 0.000000
1666) 504      90
815     134
296     255
348      26
261      95
811     255
192     255
11        0
658     139
1591    255
285      43
788     255
661     230
860       0
1499     25
831     210
48        0
854     255
1240     55
577     255
1517     14
1565      0
1519    255
1395    255
165     105
1024    222
1420    234
1114    185
1295    255
679     255
       ... 
1052      5
1016    132
1696    255
1337     48
282     250
1702    108
464      18
963     117
1596    165
1287    241
1599    255
1265    138
1534    202
118     255
276      89
472     112
768     250
632      14
1257    255
480      96
570     255
312     255
1491     52
1670    251
413     110
1273    255
600     255
869     255
1453    217
1449     74
Name: 449, dtype: int64 0.000000
1667) 504      81
815      74
296     254
348      30
261      83
811     255
192     255
11        0
658     140
1591    255
285      21
788     255
661     231
860       0
1499     25
831     208
48        1
854     255
1240     71
577     196
1517     30
1565      0
1519    255
1395    255
165     105
1024    222
1420    236
1114     97
1295    255
679     243
       ... 
1052     11
1016     83
1696    255
1337    104
282     161
1702    108
464      23
963     138
1596    124
1287    235
1599    255
1265    162
1534    187
118     255
276      94
472     111
768     190
632      18
1257    255
480     102
570     255
312     255
1491    109
1670    250
413     121
1273    255
600     255
869     255
1453    204
1449     68
Name: 448, dtype: int64 0.000000
1668) 504      69
815      74
296     224
348      32
261     103
811     255
192     255
11        0
658     138
1591    255
285      21
788     255
661     231
860       0
1499     30
831     214
48      190
854     255
1240     82
577      94
1517     25
1565      0
1519    255
1395    222
165     103
1024    222
1420    237
1114    100
1295    255
679      89
       ... 
1052     16
1016    119
1696    246
1337    104
282      17
1702    108
464      19
963      16
1596    222
1287    246
1599    200
1265    182
1534    192
118     255
276     100
472     108
768     154
632      23
1257    255
480      73
570     192
312     255
1491    118
1670    250
413     128
1273    255
600     255
869     255
1453    186
1449     49
Name: 447, dtype: int64 0.000000
1669) 504     113
815      59
296     205
348      51
261     108
811     255
192     255
11        0
658     235
1591    255
285     208
788      75
661      31
860       4
1499    221
831      21
48        0
854      39
1240    238
577     103
1517    215
1565      0
1519    255
1395    255
165     117
1024    222
1420    139
1114    148
1295    255
679     191
       ... 
1052     21
1016    243
1696    255
1337     49
282     245
1702    108
464      20
963      62
1596    153
1287    191
1599    255
1265    159
1534     58
118     255
276      60
472      54
768     114
632      60
1257    255
480     111
570     103
312     255
1491    166
1670    213
413     134
1273    255
600     162
869     255
1453    252
1449    146
Name: 104, dtype: int64 0.000000
1670) 504      55
815     177
296      45
348     212
261     207
811      53
192      85
11        1
658     134
1591    255
285      79
788     117
661     170
860      73
1499    138
831     129
48      138
854     194
1240     53
577      21
1517    140
1565     14
1519    255
1395    181
165     158
1024     17
1420     64
1114    166
1295    255
679     124
       ... 
1052    160
1016     65
1696    255
1337    121
282     185
1702    127
464     155
963     112
1596     48
1287     21
1599     23
1265     22
1534    210
118      83
276     224
472     126
768     136
632     214
1257     43
480      10
570      38
312     114
1491     67
1670    124
413      24
1273    174
600      63
869     255
1453     32
1449    237
Name: 2264, dtype: int64 0.000000
1671) 504     109
815     161
296     190
348     104
261      81
811     140
192     123
11      255
658     213
1591     19
285     162
788      49
661     143
860     190
1499    110
831     234
48       81
854     134
1240    139
577     136
1517     60
1565     62
1519    255
1395     78
165      87
1024    137
1420    220
1114     48
1295    232
679     127
       ... 
1052    149
1016    123
1696     33
1337    112
282      28
1702    236
464      17
963     123
1596    194
1287    146
1599    103
1265    205
1534    156
118     153
276     127
472     139
768     207
632     126
1257    255
480     100
570     159
312      83
1491    103
1670    135
413     191
1273     90
600     142
869     255
1453     42
1449     89
Name: 435, dtype: int64 0.000000
1672) 504      56
815     165
296      49
348     212
261     205
811      52
192      77
11        0
658     136
1591    255
285     126
788     112
661     184
860      92
1499    135
831     123
48       47
854     185
1240    159
577      22
1517    148
1565     22
1519    255
1395    180
165     180
1024    120
1420     51
1114    139
1295    255
679     114
       ... 
1052    158
1016     30
1696    255
1337    110
282     187
1702    113
464     163
963      56
1596     52
1287     23
1599     25
1265     19
1534    206
118      82
276     222
472     118
768     135
632     215
1257     55
480       8
570      50
312     113
1491     35
1670    122
413      32
1273    200
600      71
869     255
1453     43
1449    230
Name: 2263, dtype: int64 0.000000
1673) 504      98
815      53
296     215
348      35
261     198
811     255
192     255
11        0
658     237
1591    255
285     209
788     255
661      32
860       0
1499    223
831      22
48        0
854      29
1240    235
577     101
1517    224
1565      0
1519    255
1395    255
165     109
1024    222
1420    131
1114    103
1295    255
679     255
       ... 
1052     12
1016    255
1696    255
1337     49
282     255
1702    108
464      61
963      78
1596    138
1287    156
1599    255
1265    167
1534     65
118     255
276      63
472      25
768      72
632      52
1257    255
480      93
570     249
312     255
1491    167
1670    206
413     135
1273    255
600     176
869     255
1453    254
1449    149
Name: 103, dtype: int64 0.000000
1674) 504      91
815     148
296     220
348      34
261     255
811     255
192     255
11        0
658     239
1591    255
285     216
788     255
661     255
860       0
1499    221
831     106
48        0
854     202
1240    234
577      81
1517    235
1565      0
1519    255
1395    255
165     190
1024    222
1420    128
1114     61
1295    255
679     255
       ... 
1052     10
1016    255
1696    255
1337     48
282     255
1702    108
464     255
963      73
1596    195
1287    134
1599    255
1265    167
1534     55
118     255
276     110
472      10
768      62
632      42
1257    255
480      87
570     255
312     255
1491    176
1670    204
413     129
1273    255
600     255
869     255
1453    253
1449    156
Name: 102, dtype: int64 0.000000
1675) 504     108
815     139
296     203
348      86
261      76
811     131
192     139
11        4
658     175
1591     76
285     114
788      47
661     105
860      63
1499     52
831     165
48      138
854     106
1240     96
577     134
1517     58
1565     49
1519    255
1395     74
165      96
1024    102
1420    218
1114     66
1295    255
679     111
       ... 
1052     26
1016    139
1696     33
1337    101
282      29
1702    108
464      99
963     195
1596    115
1287     49
1599    161
1265    211
1534     83
118     159
276     142
472     166
768     208
632      95
1257    255
480     168
570     147
312      76
1491    171
1670    112
413     171
1273    115
600     113
869      40
1453     57
1449     25
Name: 439, dtype: int64 0.000000
1676) 504     106
815     130
296     210
348      86
261      56
811     128
192     128
11        0
658     169
1591     66
285      40
788      40
661     133
860     179
1499     64
831     247
48       78
854     106
1240     48
577     131
1517     53
1565     44
1519    255
1395     63
165     104
1024    173
1420    222
1114     73
1295    255
679     110
       ... 
1052     29
1016    146
1696      6
1337    108
282      33
1702    108
464     133
963     183
1596     90
1287     67
1599    161
1265    204
1534    156
118     164
276     138
472     186
768     172
632      87
1257    255
480     148
570     135
312      67
1491    161
1670    155
413     167
1273     36
600     106
869      37
1453     58
1449     22
Name: 440, dtype: int64 0.000000
1677) 504     113
815     121
296     210
348      75
261      51
811     125
192     131
11        0
658     179
1591     96
285      20
788      34
661     193
860     159
1499     68
831     244
48      194
854     106
1240     67
577     111
1517     48
1565     52
1519    255
1395     66
165     107
1024    185
1420    216
1114    110
1295    255
679     103
       ... 
1052     39
1016    168
1696      6
1337    112
282      25
1702    108
464     159
963     168
1596     81
1287     40
1599    161
1265    206
1534    221
118     168
276     126
472     175
768     197
632      74
1257    255
480     149
570     130
312      65
1491    160
1670    205
413     148
1273     51
600     101
869      90
1453     52
1449     16
Name: 441, dtype: int64 0.000000
1678) 504      69
815     255
296     250
348      27
261     255
811     255
192     255
11        0
658     241
1591    255
285     212
788     255
661     255
860       0
1499    221
831      30
48        0
854     255
1240    241
577     219
1517    223
1565      0
1519    255
1395    255
165     255
1024    222
1420    126
1114     70
1295    255
679     255
       ... 
1052      9
1016    255
1696    255
1337     48
282     255
1702    108
464     255
963      18
1596    184
1287    129
1599    255
1265    175
1534     25
118     255
276     112
472       7
768     211
632      34
1257    255
480      86
570     255
312     255
1491    170
1670    205
413     255
1273    255
600     255
869     255
1453    254
1449    154
Name: 101, dtype: int64 0.000000
1679) 504      58
815     154
296      44
348     216
261     211
811      49
192      74
11        0
658     144
1591    255
285     109
788     108
661     172
860     220
1499    142
831     119
48       55
854     185
1240    113
577      24
1517    130
1565     26
1519    255
1395    188
165     160
1024    178
1420     46
1114     56
1295    255
679     124
       ... 
1052    153
1016     48
1696    255
1337    104
282     191
1702    108
464     129
963      97
1596     49
1287     27
1599     30
1265     21
1534    231
118      84
276     228
472     109
768     128
632     222
1257     66
480       6
570      36
312     116
1491     38
1670    120
413      20
1273    240
600      94
869     255
1453     66
1449    232
Name: 2262, dtype: int64 0.000000
1680) 504      72
815     104
296     220
348      57
261      82
811     124
192     193
11        0
658     166
1591    254
285      36
788      42
661     215
860       0
1499     82
831     208
48       75
854      41
1240     49
577     123
1517     29
1565    184
1519    255
1395     49
165     102
1024    222
1420    232
1114    121
1295    255
679      93
       ... 
1052     17
1016    150
1696     46
1337    112
282      27
1702    108
464       4
963      14
1596    243
1287    115
1599    159
1265    201
1534    202
118     222
276     126
472     155
768     199
632      43
1257    255
480     146
570     119
312     141
1491    161
1670    237
413     150
1273    247
600     134
869     255
1453     74
1449     34
Name: 444, dtype: int64 0.000000
1681) 504      81
815      85
296      43
348     197
261     220
811      65
192      86
11      170
658      67
1591    196
285     173
788      17
661     116
860     211
1499    250
831     164
48      207
854     132
1240    181
577     206
1517    120
1565    195
1519    255
1395    181
165     130
1024    105
1420     60
1114    208
1295    255
679      60
       ... 
1052     50
1016    255
1696    255
1337     79
282     152
1702    174
464      92
963     176
1596     24
1287      8
1599     95
1265     21
1534     89
118      37
276     222
472     155
768      13
632     223
1257    255
480     219
570      46
312     133
1491     41
1670    198
413      40
1273    222
600      62
869     255
1453     28
1449    227
Name: 2431, dtype: int64 0.000000
1682) 504      60
815      79
296      55
348     210
261     218
811      68
192      95
11      195
658      77
1591    248
285     124
788      21
661      77
860     201
1499    209
831     161
48      221
854     106
1240    182
577     207
1517     55
1565     15
1519    255
1395    191
165     126
1024    164
1420     93
1114    218
1295    255
679      66
       ... 
1052     70
1016    255
1696    255
1337     79
282     175
1702    181
464     192
963     172
1596     22
1287     28
1599    103
1265     21
1534    127
118      50
276     218
472     151
768      14
632     232
1257    255
480     219
570      40
312     138
1491     16
1670    194
413      51
1273    241
600      39
869     255
1453     21
1449    227
Name: 2433, dtype: int64 0.000000
1683) 504      79
815     139
296      37
348     198
261     212
811      53
192      69
11        0
658     161
1591    255
285     101
788     132
661     173
860     217
1499    146
831     109
48       77
854     176
1240     23
577      24
1517    108
1565     38
1519    255
1395    188
165     171
1024    211
1420     40
1114    118
1295    255
679     125
       ... 
1052    143
1016    109
1696    255
1337    119
282     201
1702    133
464     137
963      43
1596     44
1287     34
1599     30
1265     21
1534    233
118      83
276     227
472     113
768     125
632     218
1257    150
480       8
570      44
312     117
1491     92
1670    117
413       8
1273    255
600     105
869     163
1453     39
1449    226
Name: 2261, dtype: int64 0.000000
1684) 504      94
815      81
296     223
348      41
261      76
811     255
192     255
11        0
658     138
1591    255
285      20
788      87
661     226
860       0
1499     28
831     242
48      222
854     255
1240     74
577      89
1517     17
1565      2
1519    255
1395    251
165      77
1024    222
1420    230
1114    215
1295    255
679      84
       ... 
1052     25
1016    230
1696    148
1337    178
282      23
1702    108
464      28
963     145
1596    219
1287    199
1599    154
1265    188
1534    192
118     255
276      38
472     172
768     201
632      27
1257    255
480     133
570     111
312     255
1491     79
1670    251
413     135
1273    255
600     114
869     255
1453    189
1449    182
Name: 396, dtype: int64 0.000000
1685) 504     164
815     175
296     209
348     104
261     158
811     181
192     154
11      255
658     213
1591    255
285     226
788     130
661     180
860      85
1499    231
831      20
48      255
854     110
1240    132
577     181
1517    148
1565    255
1519    255
1395    173
165      67
1024    177
1420    201
1114     74
1295    255
679     154
       ... 
1052    231
1016    255
1696    149
1337     40
282      53
1702     93
464      41
963     148
1596    206
1287    136
1599    254
1265    237
1534     29
118     184
276      66
472     110
768      74
632     180
1257    255
480      18
570     188
312       8
1491    191
1670    239
413     210
1273     91
600     188
869     255
1453    212
1449    209
Name: 124, dtype: int64 0.000000
1686) 504      84
815     129
296      15
348     202
261     225
811      58
192      66
11        0
658     167
1591    255
285     127
788     110
661     129
860       9
1499    149
831     165
48      151
854     164
1240     57
577      20
1517    204
1565    167
1519    255
1395    184
165     159
1024    218
1420     53
1114    137
1295    255
679     130
       ... 
1052    147
1016     86
1696    255
1337     61
282     190
1702    154
464     119
963     145
1596     43
1287     44
1599     31
1265     23
1534    172
118      74
276     230
472     117
768     155
632     180
1257    225
480     115
570      42
312     114
1491     50
1670    167
413      51
1273    255
600      53
869      30
1453     28
1449    230
Name: 2310, dtype: int64 0.000000
1687) 504     116
815     117
296      68
348     203
261     200
811      86
192     163
11      221
658     104
1591     47
285     151
788       9
661      65
860     211
1499      0
831      92
48        0
854      34
1240    137
577     211
1517    143
1565      0
1519     42
1395    152
165     137
1024    222
1420     54
1114     30
1295    127
679      59
       ... 
1052    210
1016    255
1696    246
1337     78
282     199
1702    148
464     177
963     140
1596    110
1287    100
1599     80
1265     47
1534    117
118     167
276     249
472      89
768      33
632      55
1257     80
480       8
570      47
312     181
1491     19
1670     41
413      25
1273    255
600      39
869     255
1453      7
1449    253
Name: 2294, dtype: int64 0.000000
1688) 504     107
815      69
296     250
348      30
261      59
811     255
192     255
11        0
658     132
1591    255
285      85
788     255
661     225
860       0
1499     25
831     240
48        0
854     255
1240     70
577     194
1517      9
1565      0
1519    255
1395    255
165      71
1024    222
1420    218
1114    102
1295    255
679     241
       ... 
1052      6
1016    255
1696    255
1337    111
282     164
1702    108
464     199
963     157
1596     65
1287    175
1599    255
1265    169
1534    160
118     255
276      30
472     170
768     192
632      16
1257    255
480     110
570     255
312     255
1491     48
1670    239
413     124
1273    255
600     255
869     255
1453    236
1449    240
Name: 348, dtype: int64 0.000000
1689) 504     110
815      67
296     255
348      26
261      99
811     255
192     255
11        0
658     132
1591    255
285      42
788     255
661     223
860       0
1499     33
831     244
48        0
854     255
1240     54
577     255
1517     12
1565      0
1519    255
1395    255
165      67
1024    222
1420    219
1114    148
1295    255
679     255
       ... 
1052      3
1016    255
1696    255
1337     48
282     247
1702    108
464     209
963     214
1596     83
1287    168
1599    255
1265    181
1534    144
118     255
276      28
472     163
768     250
632      14
1257    255
480      89
570     255
312     255
1491     46
1670    244
413     106
1273    255
600     255
869     255
1453    241
1449    241
Name: 349, dtype: int64 0.000000
1690) 504     105
815      91
296      83
348     114
261     198
811     255
192     255
11        0
658      56
1591    255
285     160
788     255
661      43
860       6
1499      0
831      87
48        0
854     255
1240    134
577     208
1517    140
1565      0
1519    255
1395    255
165     121
1024    222
1420     53
1114     91
1295     80
679      58
       ... 
1052    201
1016    255
1696    150
1337    103
282     207
1702    149
464     171
963     188
1596    118
1287     92
1599    136
1265     51
1534    169
118     255
276     152
472      79
768      28
632      33
1257    178
480       7
570     153
312     255
1491     12
1670    195
413      23
1273    255
600     255
869     255
1453     11
1449    247
Name: 2297, dtype: int64 0.000000
1691) 504     212
815     117
296     225
348      66
261     235
811     157
192     172
11        0
658     144
1591    255
285     110
788      91
661     219
860       0
1499     91
831     232
48      218
854      53
1240     52
577     136
1517     47
1565    211
1519    255
1395    146
165      69
1024    222
1420    200
1114     49
1295    255
679     110
       ... 
1052     42
1016    255
1696    255
1337     49
282      90
1702    108
464     212
963     147
1596     54
1287    183
1599    154
1265    174
1534     86
118     149
276      44
472     127
768      83
632      64
1257    255
480     149
570     137
312      36
1491    171
1670    241
413     172
1273    255
600     145
869     255
1453    236
1449    213
Name: 141, dtype: int64 0.000000
1692) 504     148
815     115
296      64
348     192
261     195
811     239
192     255
11       36
658      90
1591     73
285     165
788       8
661      60
860      31
1499      0
831      97
48        0
854      76
1240    136
577     210
1517    110
1565      0
1519    106
1395    198
165     132
1024    222
1420     49
1114     51
1295    124
679      66
       ... 
1052    207
1016    255
1696     88
1337    119
282     197
1702    147
464     183
963     185
1596     98
1287    101
1599    113
1265     63
1534    127
118     255
276     250
472      84
768      33
632      49
1257    161
480       6
570      46
312     255
1491     16
1670     47
413       9
1273    255
600      52
869     255
1453     10
1449    253
Name: 2295, dtype: int64 0.000000
1693) 504      53
815      56
296     201
348      41
261     193
811     255
192     255
11      124
658     229
1591    255
285     169
788     255
661      35
860     139
1499    228
831     231
48        0
854      35
1240    198
577      81
1517    174
1565      0
1519    105
1395    244
165     112
1024    222
1420    142
1114    106
1295    255
679     255
       ... 
1052     22
1016    225
1696    255
1337    104
282     255
1702    108
464     111
963     171
1596    149
1287    197
1599    255
1265    198
1534     13
118     255
276      68
472     125
768     146
632      54
1257     47
480     101
570     248
312     255
1491     77
1670    208
413     142
1273    255
600     181
869     255
1453    245
1449    172
Name: 353, dtype: int64 0.000000
1694) 504      53
815      60
296     190
348      50
261      74
811     255
192     255
11      134
658     224
1591    255
285     163
788      84
661      31
860     230
1499    234
831     145
48        0
854      46
1240    200
577      82
1517    161
1565      0
1519    116
1395    181
165      98
1024    222
1420    162
1114    139
1295    255
679     188
       ... 
1052     22
1016    167
1696    255
1337     72
282     239
1702    108
464      54
963     138
1596    111
1287    166
1599    255
1265    218
1534     51
118     255
276      76
472     135
768     146
632      72
1257    153
480     109
570     105
312     255
1491     58
1670    212
413     134
1273    255
600     167
869     255
1453    242
1449    167
Name: 354, dtype: int64 0.000000
1695) 504      82
815      75
296     171
348      65
261      48
811     157
192     141
11      150
658     225
1591    255
285     145
788      40
661      47
860     242
1499    235
831     143
48        0
854      66
1240    206
577      96
1517    163
1565      2
1519     69
1395     72
165      97
1024    222
1420    163
1114     81
1295      4
679     101
       ... 
1052    249
1016     29
1696    255
1337     95
282     221
1702    108
464      66
963     147
1596     48
1287    173
1599    255
1265    212
1534    179
118     174
276      75
472     150
768     156
632      87
1257    255
480     140
570     109
312      73
1491    124
1670    213
413     171
1273    221
600     158
869     255
1453    236
1449    165
Name: 356, dtype: int64 0.000000
1696) 504      96
815      87
296     224
348      41
261      88
811     255
192     255
11        0
658     136
1591    255
285      24
788     104
661     223
860       0
1499     91
831     243
48       37
854     255
1240     86
577      90
1517     30
1565      2
1519    255
1395    252
165      74
1024    222
1420    230
1114     77
1295    255
679      84
       ... 
1052     61
1016    255
1696    122
1337    207
282      23
1702    108
464      59
963     153
1596    219
1287    144
1599    233
1265    182
1534    181
118     255
276      25
472     178
768     196
632      24
1257    255
480     135
570     119
312     255
1491     85
1670    246
413     135
1273    255
600     100
869     255
1453    211
1449    235
Name: 346, dtype: int64 0.000000
1697) 504     129
815     133
296      65
348     190
261     200
811      88
192     119
11      206
658      85
1591     42
285     143
788      27
661      77
860     126
1499      2
831     100
48        0
854      64
1240    188
577     211
1517    175
1565      0
1519     37
1395    189
165     144
1024    222
1420     64
1114    160
1295     67
679      60
       ... 
1052    252
1016    255
1696    208
1337    114
282     197
1702    142
464     180
963     171
1596     92
1287     63
1599     33
1265     40
1534    134
118      90
276     246
472     100
768      30
632      86
1257     27
480       8
570      47
312     150
1491     94
1670    141
413      34
1273    255
600      47
869     255
1453      7
1449    245
Name: 2291, dtype: int64 0.000000
1698) 504      89
815      88
296     152
348      89
261      41
811     149
192     147
11      125
658     237
1591    255
285     187
788      50
661      70
860      75
1499    228
831     179
48        0
854      86
1240    191
577      96
1517     97
1565    146
1519     26
1395     70
165     101
1024    194
1420    164
1114     75
1295      6
679     111
       ... 
1052    248
1016     16
1696    255
1337    177
282     223
1702    108
464      65
963       9
1596    176
1287    196
1599    255
1265    203
1534     67
118     171
276      70
472     157
768     159
632     125
1257    255
480     149
570     127
312      69
1491    145
1670    218
413     158
1273    103
600     175
869     255
1453    157
1449    202
Name: 358, dtype: int64 0.000000
1699) 504      91
815      99
296     145
348     102
261      73
811     153
192     147
11       86
658     236
1591    255
285     203
788      65
661      95
860      58
1499    230
831     130
48        2
854      86
1240    203
577     129
1517     76
1565    188
1519     34
1395     73
165      96
1024     94
1420    169
1114    134
1295    113
679     109
       ... 
1052    247
1016     76
1696    255
1337    178
282     223
1702    108
464      63
963      11
1596    131
1287    190
1599    255
1265    204
1534    152
118     170
276      71
472     167
768     154
632     141
1257    255
480     140
570     119
312      73
1491    123
1670    218
413     156
1273     28
600     184
869     255
1453    107
1449    180
Name: 359, dtype: int64 0.000000
1700) 504     187
815     121
296     223
348      76
261     233
811     160
192     172
11        0
658     159
1591    255
285      65
788     100
661     200
860       4
1499     83
831     242
48      222
854      64
1240     83
577     121
1517     84
1565    255
1519    255
1395    134
165      65
1024    222
1420    201
1114     54
1295    255
679     118
       ... 
1052     63
1016    255
1696    255
1337     49
282      88
1702    108
464     187
963     149
1596     94
1287    163
1599    154
1265    156
1534    150
118     149
276      44
472     120
768     103
632      73
1257    255
480     152
570     154
312      37
1491    167
1670    237
413     188
1273    255
600     137
869     255
1453    233
1449    202
Name: 140, dtype: int64 0.000000
1701) 504     108
815     133
296      48
348     181
261     194
811      82
192     112
11      129
658      94
1591     36
285     138
788      28
661      90
860      95
1499      2
831      99
48        0
854      64
1240    151
577     211
1517    214
1565      0
1519     50
1395    189
165      60
1024    221
1420     70
1114    165
1295     61
679      53
       ... 
1052    251
1016    255
1696    245
1337    114
282     197
1702    143
464     206
963     167
1596    130
1287     57
1599     29
1265     31
1534    110
118      83
276     240
472      87
768      28
632     103
1257     25
480      11
570      53
312     125
1491     61
1670    149
413      16
1273    255
600      52
869     255
1453     15
1449    243
Name: 2290, dtype: int64 0.000000
1702) 504      95
815     114
296     140
348     127
261      91
811     151
192     135
11      112
658     237
1591    255
285     209
788     108
661     120
860      49
1499    234
831     150
48      172
854      85
1240    200
577     125
1517    103
1565    219
1519     52
1395     73
165      95
1024     40
1420    189
1114    220
1295    255
679     118
       ... 
1052    208
1016     25
1696    255
1337    178
282     219
1702    108
464      78
963       8
1596    130
1287    216
1599    255
1265    209
1534    126
118     180
276      62
472     173
768      44
632     160
1257    156
480     137
570     130
312      71
1491    135
1670    196
413     182
1273     37
600     152
869     255
1453     77
1449    171
Name: 361, dtype: int64 0.000000
1703) 504     129
815     145
296      41
348     217
261     187
811      82
192     111
11       52
658      92
1591     44
285     141
788      30
661      80
860     112
1499     19
831      96
48        0
854      63
1240    214
577     209
1517    227
1565      3
1519     62
1395    189
165     140
1024    221
1420     76
1114    169
1295     60
679      63
       ... 
1052    224
1016    255
1696    255
1337    114
282     197
1702    143
464     209
963     190
1596    110
1287     34
1599     26
1265     35
1534    148
118      68
276     240
472     113
768      28
632     114
1257     28
480      10
570      54
312     142
1491     34
1670    154
413      22
1273    255
600      55
869     255
1453     22
1449    241
Name: 2289, dtype: int64 0.000000
1704) 504     111
815      88
296     247
348      75
261     204
811     255
192     255
11        0
658      51
1591    255
285     158
788     255
661      40
860       2
1499      0
831      82
48        0
854     255
1240    111
577     229
1517    138
1565      0
1519    255
1395    255
165     120
1024    222
1420     62
1114    217
1295     75
679     253
       ... 
1052    199
1016    255
1696    143
1337    108
282     168
1702    153
464     148
963     172
1596     76
1287     80
1599    172
1265     50
1534    149
118     255
276     224
472      74
768      27
632      27
1257    205
480       7
570     255
312     255
1491      7
1670    198
413      18
1273    255
600     255
869     255
1453     10
1449    243
Name: 2298, dtype: int64 0.000000
1705) 504     112
815      77
296     255
348      62
261     203
811     255
192     255
11        0
658      44
1591    255
285     206
788     255
661      35
860       0
1499      0
831     104
48        0
854     255
1240    121
577     255
1517    147
1565      0
1519    255
1395    250
165     118
1024    222
1420     71
1114    213
1295     75
679     255
       ... 
1052    186
1016    255
1696    231
1337     57
282     253
1702    152
464     162
963     177
1596     73
1287     65
1599    254
1265     54
1534    154
118     255
276     248
472      74
768     249
632      20
1257    255
480       5
570     255
312     255
1491     11
1670    197
413       9
1273    255
600     255
869     255
1453     10
1449    233
Name: 2299, dtype: int64 0.000000
1706) 504      93
815     104
296     220
348      59
261      92
811     128
192     191
11        0
658     152
1591    255
285      36
788      39
661     210
860       0
1499    109
831     211
48      198
854      40
1240     50
577     103
1517     32
1565    175
1519    255
1395     44
165      85
1024    222
1420    230
1114    166
1295    255
679      95
       ... 
1052     19
1016    236
1696     68
1337    178
282      26
1702    108
464      15
963      18
1596    240
1287    145
1599    132
1265    178
1534    185
118     202
276      39
472     180
768     205
632      41
1257    255
480     143
570     121
312     123
1491    182
1670    248
413     157
1273    255
600     119
869     255
1453     79
1449    136
Name: 394, dtype: int64 0.000000
1707) 504     112
815     155
296     204
348      95
261      59
811     148
192     140
11        1
658     203
1591     92
285     184
788     109
661     162
860     112
1499     76
831     238
48      114
854      87
1240     32
577     131
1517    116
1565     58
1519    255
1395    136
165      95
1024    184
1420    205
1114     31
1295    255
679     133
       ... 
1052     74
1016    255
1696     50
1337    207
282      59
1702    115
464      42
963     203
1596    192
1287    227
1599     74
1265    202
1534    168
118     151
276      36
472     201
768     198
632     107
1257    255
480     155
570     159
312      67
1491    168
1670    142
413     206
1273     97
600     138
869     147
1453     51
1449    235
Name: 336, dtype: int64 0.000000
1708) 504     232
815      84
296     228
348      43
261     234
811     228
192     255
11        0
658     158
1591    255
285      41
788      59
661     222
860       0
1499    118
831     125
48        0
854      71
1240     62
577     111
1517     26
1565      0
1519    255
1395    255
165      62
1024    222
1420    209
1114     94
1295    255
679      94
       ... 
1052     53
1016    255
1696    255
1337     49
282     110
1702    108
464     218
963     171
1596    240
1287    182
1599    198
1265    164
1534    101
118     255
276      27
472      20
768     169
632      29
1257    255
480     131
570     118
312     255
1491    155
1670    236
413     152
1273    255
600     107
869     255
1453    244
1449    239
Name: 145, dtype: int64 0.000000
1709) 504     139
815     195
296     195
348     120
261      89
811     159
192     107
11      255
658     207
1591     67
285     217
788     102
661     171
860     158
1499    225
831     229
48      235
854     132
1240     71
577     167
1517    165
1565     70
1519    255
1395     22
165      81
1024     83
1420     72
1114     75
1295    251
679     143
       ... 
1052    198
1016    255
1696     24
1337    207
282      72
1702    211
464      50
963     180
1596    218
1287    190
1599     57
1265    221
1534    215
118     167
276      74
472     206
768     196
632     157
1257    255
480      74
570     191
312      76
1491     38
1670    133
413     192
1273     47
600     160
869      55
1453     23
1449    123
Name: 330, dtype: int64 0.000000
1710) 504     110
815     191
296     203
348     110
261      87
811     160
192     114
11      255
658     218
1591     74
285     218
788     109
661     148
860     158
1499    204
831     250
48      237
854     132
1240     71
577     173
1517    153
1565    106
1519    255
1395    126
165      81
1024    116
1420     87
1114     80
1295    255
679     144
       ... 
1052    189
1016    255
1696     40
1337    207
282      71
1702    225
464      54
963     133
1596    209
1287    168
1599     51
1265    216
1534    203
118     164
276      70
472     202
768     196
632     160
1257    255
480     146
570     189
312      72
1491     35
1670    113
413     214
1273     71
600     153
869      26
1453     24
1449    117
Name: 331, dtype: int64 0.000000
1711) 504     126
815     179
296     200
348     106
261      68
811     158
192     123
11      245
658     226
1591     67
285     212
788     103
661     148
860     108
1499    142
831     249
48      220
854     132
1240     71
577     149
1517    149
1565    100
1519    255
1395     47
165      83
1024    120
1420     81
1114     69
1295    255
679     139
       ... 
1052    183
1016    255
1696     39
1337    207
282      74
1702    236
464      12
963     142
1596    201
1287    181
1599     54
1265    220
1534    160
118     161
276      53
472     205
768     205
632     128
1257    255
480     169
570     183
312      62
1491     46
1670    121
413     184
1273    100
600     163
869      45
1453     27
1449    123
Name: 332, dtype: int64 0.000000
1712) 504      77
815     120
296      25
348     170
261     224
811      55
192      69
11        0
658     169
1591    255
285     118
788     108
661     119
860       7
1499    151
831     162
48      219
854     151
1240     79
577      19
1517    159
1565    166
1519    255
1395    200
165     174
1024    222
1420     60
1114    134
1295    255
679     130
       ... 
1052    146
1016     65
1696    255
1337    114
282     194
1702    138
464      94
963      88
1596     46
1287     74
1599     29
1265     21
1534    104
118      60
276     237
472     106
768     148
632     175
1257    220
480     117
570      35
312     123
1491     27
1670    163
413      53
1273    255
600      61
869      42
1453     30
1449    230
Name: 2309, dtype: int64 0.000000
1713) 504      71
815      75
296      17
348     173
261     228
811      57
192      73
11        0
658     187
1591    255
285     139
788     109
661      63
860       0
1499    162
831     161
48      254
854     151
1240    111
577      25
1517    169
1565    192
1519    255
1395    180
165     168
1024    222
1420     67
1114    100
1295    255
679     107
       ... 
1052    145
1016     69
1696    255
1337    125
282     198
1702    138
464     123
963      46
1596     42
1287    112
1599    114
1265     23
1534     26
118      76
276     235
472     105
768     129
632     115
1257    202
480     108
570      23
312     110
1491     15
1670    159
413      42
1273    255
600      50
869      29
1453     54
1449    222
Name: 2307, dtype: int64 0.000000
1714) 504      42
815      63
296      40
348     154
261     232
811      57
192      83
11        0
658     208
1591    255
285     132
788      81
661      43
860       0
1499    156
831     149
48        7
854      85
1240    110
577      19
1517    203
1565      4
1519    255
1395    128
165     170
1024    222
1420     74
1114     59
1295    255
679     110
       ... 
1052    140
1016     81
1696    255
1337     65
282     195
1702    134
464     138
963      92
1596     40
1287     18
1599    105
1265     27
1534     22
118     144
276     238
472      90
768     109
632      98
1257    205
480     106
570      19
312     213
1491     15
1670    159
413      19
1273    255
600      58
869     255
1453     54
1449    230
Name: 2305, dtype: int64 0.000000
1715) 504     164
815      42
296      59
348     219
261     225
811      51
192      70
11        0
658     173
1591    255
285     133
788      20
661     173
860       5
1499    140
831     117
48      219
854     177
1240    129
577      11
1517    122
1565    172
1519    255
1395    255
165     138
1024    222
1420     43
1114    164
1295    255
679     106
       ... 
1052    171
1016    198
1696    255
1337     85
282     199
1702    167
464      91
963      41
1596     47
1287      8
1599    107
1265     33
1534    244
118      87
276     229
472     129
768      18
632     201
1257     58
480     219
570      41
312     110
1491     45
1670    178
413      69
1273    255
600      41
869     165
1453     59
1449    253
Name: 2411, dtype: int64 0.000000
1716) 504     215
815     112
296     225
348      59
261     234
811     157
192     169
11        0
658     149
1591    255
285     109
788      45
661     214
860       0
1499     87
831      70
48      229
854      52
1240     54
577     140
1517     51
1565    158
1519    255
1395     88
165      60
1024    222
1420    192
1114     63
1295    255
679     110
       ... 
1052      3
1016    255
1696    255
1337     49
282      89
1702    108
464     233
963     169
1596    143
1287    194
1599    152
1265    162
1534     84
118     152
276      31
472     131
768     112
632      49
1257    255
480     138
570     151
312      34
1491    152
1670    242
413     187
1273    255
600     142
869     255
1453    239
1449    235
Name: 142, dtype: int64 0.000000
1717) 504      50
815      22
296      29
348     132
261     230
811     255
192     255
11        0
658     210
1591    255
285     135
788     126
661      36
860       0
1499    156
831     145
48        3
854      44
1240    104
577      16
1517    211
1565      0
1519    255
1395    196
165     181
1024    222
1420     46
1114     77
1295    255
679     194
       ... 
1052    140
1016     89
1696    255
1337     58
282     237
1702    136
464     133
963      52
1596     92
1287     32
1599    110
1265     19
1534     44
118     255
276     245
472      95
768     105
632      84
1257    191
480     105
570      19
312     255
1491     10
1670     42
413      14
1273    255
600      62
869     255
1453     69
1449    231
Name: 2304, dtype: int64 0.000000
1718) 504      32
815      14
296      54
348     115
261     241
811     255
192     255
11        0
658     212
1591    255
285     142
788     255
661      38
860       0
1499    153
831     143
48        0
854      40
1240    107
577      19
1517    199
1565      0
1519    255
1395    244
165     188
1024    222
1420     29
1114     73
1295    255
679     255
       ... 
1052    123
1016     81
1696    255
1337     79
282     255
1702    136
464     160
963      42
1596     87
1287     19
1599    110
1265     16
1534    125
118     255
276     244
472      94
768      88
632      74
1257    253
480     102
570     236
312     255
1491      8
1670     27
413      11
1273    255
600     104
869     255
1453     62
1449    244
Name: 2303, dtype: int64 0.000000
1719) 504      22
815     255
296     241
348      70
261     255
811     255
192     255
11        0
658     217
1591    255
285     143
788     255
661     255
860       0
1499     41
831     135
48        0
854     255
1240    100
577     201
1517    108
1565      0
1519    255
1395    255
165     255
1024    222
1420     53
1114     16
1295    255
679     255
       ... 
1052    117
1016    141
1696    255
1337    114
282     255
1702    135
464     255
963      78
1596    120
1287     53
1599    123
1265     25
1534     53
118     255
276     244
472      86
768     224
632      60
1257    255
480      81
570     255
312     255
1491     18
1670    138
413     255
1273    255
600     255
869     255
1453     55
1449    247
Name: 2301, dtype: int64 0.000000
1720) 504     115
815     121
296     216
348      82
261      93
811     138
192     153
11        0
658     125
1591    127
285      43
788      55
661     171
860       5
1499     91
831     245
48       25
854     104
1240     72
577     140
1517     50
1565    167
1519    255
1395     73
165      82
1024    211
1420    212
1114     89
1295    255
679     106
       ... 
1052     22
1016    255
1696     45
1337    207
282      38
1702    108
464     220
963     137
1596     71
1287     48
1599    160
1265    180
1534    182
118     148
276      29
472     189
768     199
632      64
1257    255
480     161
570     131
312      52
1491    147
1670    246
413     176
1273    200
600      99
869      97
1453     38
1449    214
Name: 341, dtype: int64 0.000000
1721) 504     132
815     113
296     222
348      64
261      68
811     138
192     152
11        0
658     133
1591    170
285      40
788      72
661     169
860       2
1499     82
831     249
48      106
854      84
1240     98
577     117
1517     35
1565    180
1519    255
1395     74
165      72
1024    222
1420    213
1114     57
1295    255
679     103
       ... 
1052     73
1016    255
1696     59
1337    207
282      35
1702    108
464     107
963     104
1596     89
1287     83
1599    173
1265    177
1534    179
118     154
276      30
472     186
768     199
632      51
1257    255
480     132
570     130
312      50
1491    162
1670    250
413     177
1273    253
600     107
869     121
1453     48
1449    209
Name: 342, dtype: int64 0.000000
1722) 504      10
815     255
296     255
348      60
261     255
811     255
192     255
11        0
658     248
1591    255
285     157
788     255
661     255
860       0
1499     21
831     127
48        0
854     255
1240     88
577     255
1517     99
1565      0
1519    255
1395    255
165     255
1024    222
1420     75
1114     21
1295    255
679     255
       ... 
1052    110
1016    220
1696    255
1337     50
282     255
1702    138
464     255
963     203
1596    109
1287     54
1599    170
1265     32
1534     22
118     255
276     245
472      82
768     255
632      42
1257    255
480     255
570     255
312     255
1491     14
1670    145
413     255
1273    255
600     255
869     255
1453     64
1449    247
Name: 2300, dtype: int64 0.000000
1723) 504     106
815     105
296     221
348      60
261     107
811     134
192     186
11        0
658     142
1591    255
285      37
788      51
661     210
860       0
1499    117
831     212
48      212
854      39
1240     40
577     109
1517     34
1565    177
1519    255
1395    127
165      78
1024    222
1420    225
1114     76
1295    255
679      97
       ... 
1052     87
1016    255
1696     77
1337    207
282      31
1702    108
464      29
963      18
1596    243
1287    116
1599    191
1265    162
1534    173
118     201
276      40
472     186
768     201
632      38
1257    255
480     144
570     121
312     125
1491    169
1670    249
413     176
1273    255
600     107
869     255
1453    165
1449    207
Name: 344, dtype: int64 0.000000
1724) 504      87
815     130
296     140
348     111
261      79
811     154
192     140
11      143
658     240
1591    255
285     206
788     100
661     148
860      67
1499    236
831     134
48      201
854     108
1240    197
577     146
1517     96
1565    255
1519     39
1395     72
165     105
1024    166
1420     69
1114    219
1295    255
679     128
       ... 
1052     71
1016     29
1696    255
1337    178
282     215
1702    108
464      95
963     158
1596    123
1287    217
1599    255
1265    215
1534    122
118     190
276      66
472     252
768      49
632     181
1257     57
480     146
570     172
312      73
1491    189
1670    129
413     169
1273    107
600     151
869     255
1453     64
1449    188
Name: 363, dtype: int64 0.000000
1725) 504     115
815     139
296     153
348     117
261      96
811     152
192     122
11      132
658     239
1591    255
285     208
788     102
661     129
860     147
1499    239
831      75
48       31
854     108
1240    197
577     160
1517    105
1565    255
1519     46
1395     81
165     101
1024    120
1420     56
1114     47
1295    255
679     128
       ... 
1052    231
1016     30
1696    255
1337    178
282     212
1702    108
464      82
963     148
1596    145
1287    159
1599    255
1265    214
1534    119
118     192
276      71
472     248
768      43
632     193
1257     65
480     155
570     160
312      76
1491    202
1670    105
413     170
1273     41
600     162
869     255
1453     65
1449    198
Name: 364, dtype: int64 0.000000
1726) 504     136
815     160
296      37
348     194
261     184
811      85
192     108
11      112
658      89
1591     50
285     140
788      32
661      78
860     174
1499    130
831      99
48        0
854      67
1240    226
577     209
1517    207
1565      3
1519    139
1395    183
165     160
1024    172
1420     95
1114    178
1295     59
679      63
       ... 
1052    230
1016    255
1696    255
1337    114
282     192
1702    143
464     213
963     208
1596    107
1287     51
1599     25
1265     17
1534    129
118      70
276     236
472     117
768      30
632     142
1257     67
480       9
570      46
312     153
1491     34
1670    156
413      35
1273    254
600      47
869     255
1453     28
1449    227
Name: 2288, dtype: int64 0.000000
1727) 504      96
815      40
296      33
348     217
261     217
811      64
192      84
11        0
658     109
1591    255
285     128
788      20
661     190
860     185
1499    116
831     171
48      118
854     177
1240    231
577      31
1517    219
1565    255
1519    255
1395    255
165     139
1024     45
1420     33
1114    224
1295    255
679      82
       ... 
1052    190
1016    162
1696    255
1337     82
282     160
1702    165
464     106
963     150
1596     29
1287    117
1599    105
1265     49
1534    234
118      93
276     210
472     154
768      14
632     228
1257     52
480     220
570      41
312     121
1491    123
1670    186
413      64
1273    230
600      42
869     255
1453     42
1449    208
Name: 2418, dtype: int64 0.000000
1728) 504     188
815     176
296     216
348     117
261     212
811     171
192     160
11        0
658     230
1591     90
285     205
788     133
661     165
860      96
1499    105
831     252
48      104
854     132
1240    185
577     164
1517    159
1565    155
1519    255
1395    167
165      67
1024    158
1420    196
1114     84
1295    255
679     147
       ... 
1052     70
1016    255
1696     57
1337     51
282      76
1702    108
464     223
963     165
1596    202
1287    166
1599    241
1265    187
1534    168
118     174
276      53
472       4
768     156
632     157
1257    255
480     161
570     193
312      22
1491     79
1670    250
413     197
1273    125
600     176
869     127
1453    209
1449    185
Name: 132, dtype: int64 0.000000
1729) 504      99
815     171
296     196
348     109
261      71
811     151
192     134
11      255
658     224
1591     99
285     200
788      79
661     146
860      69
1499    125
831     246
48      224
854     132
1240    128
577     165
1517     99
1565    106
1519    255
1395     73
165      92
1024    121
1420     87
1114     59
1295    238
679     129
       ... 
1052    161
1016    231
1696     51
1337    178
282      36
1702    236
464      25
963     170
1596    192
1287    198
1599     58
1265    216
1534    192
118     158
276     133
472     200
768     205
632     168
1257    255
480     163
570     169
312      78
1491     47
1670     59
413     192
1273     77
600     148
869      72
1453     35
1449    109
Name: 383, dtype: int64 0.000000
1730) 504     117
815     205
296      54
348     203
261     202
811      71
192      90
11      199
658     115
1591     79
285      88
788      71
661     202
860     199
1499    133
831     145
48       82
854     152
1240     26
577     214
1517    160
1565    255
1519    255
1395    181
165     182
1024     60
1420     97
1114    229
1295    182
679      56
       ... 
1052     43
1016     35
1696     73
1337    114
282     173
1702    118
464     142
963     161
1596     55
1287    130
1599     23
1265     13
1534    221
118      57
276     181
472     130
768      43
632     227
1257    193
480      11
570      60
312     117
1491    145
1670    135
413      29
1273    132
600      64
869     255
1453    121
1449    251
Name: 2275, dtype: int64 0.000000
1731) 504      89
815     161
296     195
348     112
261      62
811     144
192     136
11      230
658     215
1591     65
285     175
788      70
661     117
860     189
1499    109
831     245
48       96
854     108
1240    130
577     167
1517     76
1565     63
1519    255
1395     81
165      87
1024    150
1420    216
1114     66
1295    255
679     127
       ... 
1052    154
1016    224
1696     46
1337    178
282      24
1702    201
464      12
963     170
1596    197
1287    178
1599     58
1265    220
1534    159
118     153
276     126
472     196
768     209
632     126
1257    255
480      99
570     159
312      75
1491    111
1670    128
413     198
1273     85
600     148
869     255
1453     41
1449    145
Name: 385, dtype: int64 0.000000
1732) 504     124
815      51
296      70
348     215
261     212
811      59
192      87
11        0
658     128
1591    255
285     121
788      18
661     190
860      53
1499    121
831     170
48      107
854     194
1240     46
577      18
1517    216
1565    150
1519    255
1395    255
165     138
1024    128
1420     59
1114    189
1295    255
679      81
       ... 
1052    196
1016    184
1696    255
1337     77
282     200
1702    170
464      87
963     118
1596     61
1287     32
1599    112
1265     33
1534    240
118      98
276     220
472     148
768      16
632     227
1257     48
480     217
570      39
312     116
1491     55
1670    186
413      54
1273    255
600      42
869     255
1453     33
1449    227
Name: 2415, dtype: int64 0.000000
1733) 504      91
815     155
296     204
348      94
261      41
811     141
192     135
11      117
658     203
1591     78
285     168
788      75
661     161
860     186
1499     86
831     239
48       90
854     108
1240     54
577     122
1517     70
1565     57
1519    255
1395     83
165     102
1024    162
1420    211
1114     56
1295    255
679     127
       ... 
1052     82
1016    238
1696     37
1337    178
282      31
1702    126
464      27
963     203
1596    207
1287    195
1599     54
1265    198
1534    196
118     151
276     115
472     202
768     210
632     119
1257    255
480     155
570     158
312      73
1491    150
1670    155
413     193
1273     58
600     127
869     177
1453     43
1449    186
Name: 386, dtype: int64 0.000000
1734) 504     116
815     207
296      40
348     212
261     205
811      71
192      82
11      142
658     119
1591    195
285     118
788      41
661     205
860     136
1499    135
831     149
48       38
854     165
1240    153
577     212
1517    170
1565    255
1519    255
1395    181
165     181
1024    122
1420     83
1114    198
1295    177
679     112
       ... 
1052     43
1016     20
1696    179
1337    114
282     178
1702    118
464     166
963     159
1596     66
1287    114
1599     23
1265     22
1534    243
118      53
276     209
472     124
768      48
632     227
1257    174
480      11
570      48
312     125
1491    145
1670    132
413      36
1273    125
600      51
869     255
1453    131
1449    245
Name: 2274, dtype: int64 0.000000
1735) 504     182
815     181
296     212
348     106
261     223
811     174
192     135
11      233
658     188
1591    160
285     234
788     133
661     180
860      88
1499     92
831     145
48      217
854     106
1240    150
577     173
1517    123
1565    203
1519    255
1395    150
165      69
1024    134
1420    185
1114     81
1295    255
679     152
       ... 
1052    208
1016    255
1696     63
1337     34
282      63
1702    110
464     127
963     153
1596    219
1287    216
1599    244
1265    209
1534    135
118     190
276      56
472       2
768     112
632     157
1257    255
480      76
570     191
312       4
1491     48
1670    244
413     211
1273     47
600     189
869     255
1453    209
1449    211
Name: 128, dtype: int64 0.000000
1736) 504     128
815     164
296      39
348     200
261     189
811      87
192     103
11      197
658      86
1591     45
285      90
788      33
661     113
860     201
1499    149
831     100
48        0
854      85
1240    128
577     211
1517    192
1565     68
1519    227
1395    180
165     156
1024     26
1420     86
1114    181
1295     62
679      63
       ... 
1052    205
1016    255
1696    255
1337    114
282     193
1702    144
464     203
963     146
1596     98
1287     17
1599     28
1265     19
1534    116
118      66
276     236
472     112
768      28
632     158
1257    138
480      10
570      48
312     154
1491     41
1670    154
413      27
1273    212
600      58
869     255
1453     56
1449    228
Name: 2287, dtype: int64 0.000000
1737) 504      99
815     144
296     204
348      82
261      81
811     139
192     125
11        0
658     176
1591     51
285     163
788      63
661     147
860      39
1499     81
831     236
48      114
854     106
1240    107
577     109
1517     67
1565     49
1519    255
1395     73
165      92
1024     85
1420    210
1114     54
1295    255
679     119
       ... 
1052     41
1016    239
1696     48
1337    178
282      31
1702    108
464      43
963     178
1596    135
1287    154
1599    105
1265    212
1534    161
118     157
276      93
472     190
768     207
632     109
1257    255
480     169
570     142
312      72
1491    168
1670    132
413     179
1273     88
600     113
869      18
1453     50
1449    156
Name: 388, dtype: int64 0.000000
1738) 504     113
815      53
296      36
348     222
261     220
811      66
192      72
11        0
658     107
1591    255
285     121
788      22
661     190
860     195
1499    105
831     176
48       56
854     170
1240    214
577      53
1517    226
1565    255
1519    255
1395    255
165     135
1024     44
1420     35
1114    209
1295    255
679      89
       ... 
1052    185
1016    110
1696    255
1337     96
282     177
1702    163
464     104
963     141
1596     30
1287    163
1599     97
1265     55
1534    228
118      84
276     214
472     141
768      17
632     227
1257     53
480     218
570      54
312     127
1491    124
1670    185
413      61
1273    219
600      52
869     255
1453     52
1449    208
Name: 2419, dtype: int64 0.000000
1739) 504     116
815     130
296     212
348      82
261     100
811     133
192     133
11        0
658     158
1591     80
285      64
788      51
661     150
860      59
1499     66
831     247
48       73
854     106
1240     87
577     129
1517     53
1565     48
1519    255
1395     70
165      95
1024    161
1420    220
1114     75
1295    255
679     111
       ... 
1052     23
1016    229
1696     39
1337    178
282      27
1702    108
464     139
963     147
1596     98
1287    110
1599    154
1265    197
1534    148
118     161
276      59
472     198
768     207
632      88
1257    255
480     150
570     145
312      60
1491    165
1670    151
413     176
1273     72
600     112
869      29
1453     44
1449    125
Name: 390, dtype: int64 0.000000
1740) 504     177
815     186
296     213
348     108
261     218
811     178
192     157
11      255
658     202
1591    255
285     233
788     136
661     167
860      55
1499    240
831      27
48      255
854     106
1240    141
577     144
1517    117
1565    255
1519    255
1395    161
165      70
1024     70
1420    186
1114     74
1295    255
679     152
       ... 
1052    142
1016    255
1696     65
1337     25
282      52
1702    119
464     208
963     163
1596    222
1287    222
1599    248
1265    221
1534     28
118     185
276      82
472     149
768     111
632     164
1257    255
480      58
570     194
312      24
1491    162
1670    218
413     213
1273    106
600     180
869     255
1453    211
1449    214
Name: 126, dtype: int64 0.000000
1741) 504     103
815     115
296     217
348      69
261      52
811     131
192     146
11        0
658     144
1591    171
285      16
788      42
661     169
860       1
1499     81
831     248
48      140
854      84
1240    107
577     112
1517     48
1565    163
1519    255
1395     69
165      91
1024    222
1420    216
1114    196
1295    255
679     103
       ... 
1052     64
1016    229
1696     63
1337    178
282      24
1702    108
464      62
963     114
1596     88
1287    174
1599    139
1265    171
1534    201
118     168
276      42
472     188
768     210
632      58
1257    255
480     139
570     130
312      56
1491    171
1670    208
413     138
1273    251
600     119
869     121
1453     46
1449    146
Name: 392, dtype: int64 0.000000
1742) 504     169
815     184
296     208
348     110
261     216
811     179
192     152
11      255
658     204
1591    255
285     231
788     155
661     177
860      66
1499    247
831     192
48      255
854     110
1240    134
577     184
1517    157
1565    255
1519    255
1395    174
165      71
1024    150
1420    196
1114     63
1295    255
679     148
       ... 
1052    251
1016    255
1696    100
1337     37
282      48
1702    122
464      82
963     155
1596    233
1287    193
1599    252
1265    248
1534     23
118     184
276      82
472      63
768     100
632     178
1257    255
480      30
570     193
312      16
1491    177
1670    187
413     203
1273     99
600     187
869     255
1453    212
1449    198
Name: 125, dtype: int64 0.000000
1743) 504     112
815     108
296     216
348      57
261      83
811     129
192     149
11        0
658     148
1591    229
285      61
788      42
661     201
860       0
1499     78
831     242
48       97
854      67
1240    102
577     109
1517     32
1565    166
1519    255
1395     65
165      98
1024    222
1420    225
1114    206
1295    255
679      99
       ... 
1052     32
1016    228
1696     38
1337    178
282      23
1702    108
464      68
963      18
1596    249
1287    188
1599    138
1265    167
1534    180
118     170
276      46
472     185
768     206
632      44
1257    255
480     141
570     122
312      55
1491    177
1670    243
413     139
1273    255
600     117
869     255
1453     53
1449    138
Name: 393, dtype: int64 0.000000
1744) 504      81
815     176
296     195
348     112
261      72
811     151
192     121
11      255
658     224
1591    103
285     205
788      99
661     147
860      78
1499    160
831     241
48      221
854     132
1240     80
577     163
1517    134
1565     96
1519    255
1395     81
165      92
1024     95
1420     92
1114     68
1295    237
679     146
       ... 
1052    178
1016    234
1696     28
1337    178
282      38
1702    237
464      45
963     144
1596    202
1287    201
1599     54
1265    222
1534    212
118     160
276     136
472     199
768     208
632     168
1257    255
480     169
570     183
312      77
1491     48
1670     36
413     207
1273     50
600     155
869      29
1453     28
1449     85
Name: 382, dtype: int64 0.000000
1745) 504     227
815     171
296     213
348     120
261     198
811     171
192     143
11        0
658     231
1591     93
285     211
788     118
661     154
860     101
1499    118
831     251
48      121
854     104
1240    143
577     175
1517     75
1565    179
1519    255
1395    158
165      63
1024    220
1420    199
1114     74
1295    255
679     146
       ... 
1052     18
1016    255
1696     51
1337     49
282      78
1702    108
464     232
963     201
1596    193
1287    196
1599    159
1265    186
1534    189
118     170
276      76
472       5
768     177
632     129
1257    255
480     144
570     179
312      92
1491    110
1670    244
413     211
1273    179
600     168
869      35
1453    210
1449    188
Name: 133, dtype: int64 0.000000
1746) 504     122
815     188
296     198
348     125
261      67
811     151
192     119
11      255
658     211
1591     98
285     210
788      92
661     148
860     164
1499    156
831     250
48      230
854     132
1240    201
577     174
1517    152
1565    104
1519    255
1395     95
165      97
1024    157
1420    102
1114     72
1295    170
679     134
       ... 
1052    183
1016    218
1696     24
1337    178
282      36
1702    207
464      67
963     147
1596    205
1287    188
1599     61
1265    221
1534    207
118     161
276     132
472     186
768     209
632     157
1257    255
480     150
570     181
312      83
1491     33
1670     60
413     215
1273     56
600     151
869      30
1453     27
1449     75
Name: 381, dtype: int64 0.000000
1747) 504     130
815     192
296     196
348     123
261      52
811     153
192     124
11      255
658     198
1591     81
285     212
788     114
661     169
860     176
1499    240
831     127
48      227
854     132
1240    119
577     160
1517    174
1565     66
1519    255
1395    108
165      90
1024    166
1420     80
1114     63
1295    169
679     143
       ... 
1052    189
1016    224
1696     22
1337    178
282      38
1702    218
464      61
963     136
1596    193
1287    185
1599     56
1265    222
1534    191
118     163
276     139
472     191
768     209
632     157
1257    255
480      40
570     191
312      83
1491     45
1670     75
413     200
1273     55
600     154
869      41
1453     26
1449     98
Name: 380, dtype: int64 0.000000
1748) 504      85
815     159
296     166
348     146
261      65
811     157
192     121
11      119
658     232
1591    255
285     193
788     105
661     146
860     101
1499    155
831     220
48       73
854     132
1240    167
577     166
1517    158
1565    255
1519     17
1395    135
165      95
1024    173
1420     41
1114    155
1295    244
679     144
       ... 
1052    218
1016     76
1696    255
1337    178
282     201
1702     92
464      86
963     146
1596    167
1287    240
1599    170
1265    230
1534    231
118     198
276      92
472     246
768     164
632     195
1257     72
480     158
570     188
312     106
1491    203
1670    129
413     195
1273     88
600     183
869     255
1453     56
1449    109
Name: 367, dtype: int64 0.000000
1749) 504     145
815     174
296      35
348     191
261     195
811      88
192     106
11      150
658      71
1591     47
285     116
788      40
661      94
860     197
1499    158
831      96
48       69
854      84
1240    168
577     213
1517    136
1565    199
1519    235
1395    181
165     156
1024     18
1420     78
1114    187
1295     62
679      63
       ... 
1052    251
1016    255
1696    255
1337    114
282     187
1702    151
464     190
963     244
1596    117
1287     54
1599     27
1265     21
1534    134
118      65
276     221
472     117
768      35
632     183
1257    174
480      12
570      43
312     166
1491     49
1670    154
413      22
1273    207
600      39
869     255
1453     76
1449    245
Name: 2286, dtype: int64 0.000000
1750) 504     148
815     194
296      37
348     176
261     190
811      86
192     102
11      193
658      74
1591     54
285      97
788      32
661      97
860     198
1499    195
831      87
48       90
854     105
1240     45
577     213
1517     66
1565    204
1519    255
1395    181
165     155
1024    125
1420     93
1114    198
1295     84
679      68
       ... 
1052    255
1016    255
1696    255
1337    114
282     181
1702    238
464     131
963     179
1596    121
1287     54
1599     23
1265     14
1534    151
118      62
276     226
472     114
768      36
632     206
1257    171
480      14
570      45
312     157
1491     36
1670    155
413      37
1273     45
600      49
869     255
1453     55
1449    245
Name: 2284, dtype: int64 0.000000
1751) 504     171
815     127
296     221
348      86
261     230
811     165
192     174
11        0
658     167
1591    255
285      81
788      75
661     148
860       6
1499     60
831     245
48       51
854      81
1240     54
577     165
1517    130
1565    252
1519    255
1395    127
165      70
1024    222
1420    193
1114     48
1295    255
679     121
       ... 
1052      7
1016    255
1696    255
1337     49
282      85
1702    108
464     129
963     169
1596    116
1287    183
1599    154
1265    166
1534    117
118     150
276      47
472     144
768      91
632      80
1257    255
480     151
570     177
312      40
1491    157
1670    237
413     196
1273    255
600     134
869     222
1453    231
1449    224
Name: 139, dtype: int64 0.000000
1752) 504      96
815     180
296     185
348     115
261     106
811     158
192     112
11      130
658     200
1591    255
285     232
788     100
661     148
860     103
1499    245
831     177
48       82
854     132
1240    129
577     157
1517    129
1565    172
1519    107
1395    127
165      95
1024    189
1420     99
1114     70
1295      5
679     146
       ... 
1052    119
1016    239
1696     76
1337    178
282      95
1702    226
464      57
963     168
1596    116
1287     49
1599     87
1265    242
1534    205
118     185
276     108
472     206
768     126
632     157
1257     60
480      33
570     187
312      86
1491    182
1670    153
413     208
1273     74
600     164
869     255
1453     42
1449    112
Name: 371, dtype: int64 0.000000
1753) 504     176
815     133
296     220
348      86
261     211
811     163
192     163
11        0
658     192
1591    213
285     121
788      96
661     148
860     146
1499     56
831     237
48       54
854      85
1240     61
577     150
1517    147
1565    175
1519    255
1395    125
165      74
1024    222
1420    197
1114    136
1295    255
679     121
       ... 
1052      9
1016    255
1696    215
1337     49
282      89
1702    108
464      51
963     157
1596    157
1287    191
1599    154
1265    184
1534    127
118     154
276      54
472     159
768     104
632      92
1257    255
480     158
570     158
312      42
1491    176
1670    242
413     189
1273    254
600     149
869      97
1453    228
1449    220
Name: 138, dtype: int64 0.000000
1754) 504     145
815      42
296      36
348     213
261     222
811      56
192      85
11        0
658     145
1591    255
285     138
788      19
661     180
860     196
1499    131
831     171
48       77
854     190
1240    139
577      18
1517    169
1565    166
1519    255
1395    255
165     138
1024    204
1420     47
1114    157
1295    255
679     105
       ... 
1052    172
1016    167
1696    255
1337     84
282     192
1702    166
464     110
963      67
1596     54
1287     67
1599    108
1265     13
1534    252
118      80
276     228
472     142
768      16
632     225
1257    120
480     221
570      39
312     107
1491     28
1670    184
413      71
1273    255
600      51
869     255
1453     42
1449    249
Name: 2413, dtype: int64 0.000000
1755) 504     233
815     153
296     219
348      94
261     198
811     171
192     160
11        0
658     213
1591    100
285     182
788      93
661     150
860      43
1499     80
831     120
48      113
854     106
1240     53
577     137
1517    138
1565    175
1519    255
1395    142
165      66
1024    222
1420    200
1114     35
1295    255
679     132
       ... 
1052     50
1016    255
1696    120
1337     49
282      82
1702    108
464      49
963     169
1596    174
1287    138
1599    155
1265    177
1534    181
118     164
276      65
472     179
768      68
632     107
1257    255
480     162
570     173
312      45
1491    169
1670    247
413     211
1273    218
600     176
869      43
1453    219
1449    200
Name: 136, dtype: int64 0.000000
1756) 504     158
815     199
296      69
348     209
261     186
811      85
192     102
11      163
658      79
1591     39
285     125
788      28
661      91
860     169
1499    206
831      79
48       68
854     132
1240    145
577     214
1517     97
1565    255
1519    255
1395    181
165     155
1024    129
1420     90
1114    245
1295     80
679      58
       ... 
1052    120
1016    255
1696    255
1337    114
282     169
1702    152
464     133
963     153
1596    125
1287     28
1599     24
1265     10
1534    152
118      37
276     220
472     116
768      62
632     206
1257    150
480      11
570      60
312     143
1491     27
1670    157
413      24
1273     52
600      58
869     255
1453     50
1449    246
Name: 2282, dtype: int64 0.000000
1757) 504     122
815     201
296      65
348     200
261     189
811      83
192      95
11      197
658      80
1591     36
285     125
788      35
661     146
860     143
1499    223
831     104
48      156
854     131
1240    149
577     214
1517    107
1565    255
1519    255
1395    181
165     163
1024    103
1420     64
1114    243
1295     83
679      62
       ... 
1052     80
1016    255
1696    243
1337    114
282     163
1702    127
464     154
963     159
1596    130
1287    117
1599     22
1265     19
1534    161
118      35
276     215
472     113
768      34
632     206
1257    175
480       9
570      62
312     147
1491     38
1670    155
413      37
1273    127
600      49
869     255
1453     88
1449    254
Name: 2281, dtype: int64 0.000000
1758) 504     229
815     153
296     219
348     100
261     201
811     170
192     155
11        0
658     222
1591     99
285     183
788      98
661     167
860      41
1499     74
831     229
48       52
854     106
1240     92
577     158
1517    142
1565    197
1519    255
1395    142
165      67
1024    222
1420    200
1114     55
1295    255
679     138
       ... 
1052     48
1016    255
1696     71
1337     49
282      76
1702    108
464     204
963     153
1596    193
1287    141
1599    159
1265    183
1534    190
118     165
276      58
472      41
768      71
632     130
1257    255
480      94
570     178
312      46
1491    135
1670    236
413     206
1273    208
600     181
869      41
1453    215
1449    200
Name: 135, dtype: int64 0.000000
1759) 504     115
815     207
296      59
348     209
261     192
811      79
192      83
11      186
658      92
1591     37
285     120
788      46
661     186
860     206
1499    235
831     126
48      166
854     160
1240    151
577     216
1517    119
1565    255
1519    255
1395    183
165     173
1024     59
1420     79
1114    212
1295     61
679      62
       ... 
1052     88
1016    255
1696    177
1337    114
282     182
1702     90
464     167
963     212
1596    117
1287    158
1599     23
1265     17
1534    153
118      18
276     214
472     125
768      36
632     229
1257    254
480       9
570      57
312     124
1491     84
1670    154
413      35
1273    178
600      64
869     255
1453    131
1449    253
Name: 2279, dtype: int64 0.000000
1760) 504     143
815      44
296      55
348     212
261     218
811      59
192      95
11        0
658     135
1591    255
285     147
788      18
661     187
860      79
1499    125
831     163
48       33
854     186
1240    113
577      21
1517    202
1565    232
1519    255
1395    255
165     132
1024    175
1420     84
1114    171
1295    255
679     102
       ... 
1052    171
1016    222
1696    255
1337     85
282     198
1702    168
464     107
963      40
1596     70
1287     34
1599    104
1265     15
1534    243
118      78
276     229
472     144
768      14
632     227
1257    116
480     218
570      45
312     116
1491     36
1670    184
413      68
1273    255
600      55
869     255
1453     38
1449    222
Name: 2414, dtype: int64 0.000000
1761) 504      41
815     171
296     171
348     241
261      75
811     118
192      36
11      255
658     133
1591      8
285     135
788     159
661      85
860      66
1499     44
831      51
48      241
854     148
1240     56
577     133
1517     54
1565     52
1519    249
1395    100
165     146
1024    222
1420    232
1114    151
1295     30
679     169
       ... 
1052    121
1016     61
1696     27
1337    192
282      29
1702    215
464      46
963     178
1596    139
1287    191
1599    141
1265    208
1534    178
118     135
276     124
472     165
768     132
632     126
1257     32
480     139
570     138
312     113
1491     91
1670     96
413     142
1273     76
600     100
869      30
1453    197
1449     59
Name: 736, dtype: int64 0.000000
1762) 504     153
815     194
296     194
348     115
261      60
811     153
192     121
11      255
658     156
1591     70
285     219
788     122
661     171
860      88
1499    238
831     245
48      217
854     132
1240     58
577     174
1517    134
1565    119
1519    255
1395    117
165      90
1024    185
1420     74
1114    166
1295    245
679     140
       ... 
1052    204
1016    223
1696     15
1337    178
282      46
1702    231
464      56
963     138
1596    195
1287    186
1599     43
1265    221
1534    209
118     168
276     130
472     196
768     201
632     157
1257    255
480      40
570     185
312      87
1491     54
1670     43
413     182
1273     62
600     161
869     134
1453     28
1449    113
Name: 379, dtype: int64 0.000000
1763) 504     126
815     196
296     199
348     109
261      94
811     155
192     117
11      255
658     153
1591     71
285     219
788     117
661     170
860     134
1499    239
831     245
48       96
854     151
1240    120
577     183
1517    115
1565    126
1519    255
1395    119
165     101
1024    208
1420     71
1114    189
1295    255
679     140
       ... 
1052    150
1016    223
1696     46
1337    179
282      55
1702    220
464      66
963     177
1596    136
1287    170
1599    149
1265    229
1534    122
118     171
276     103
472     206
768      93
632     157
1257    255
480      34
570     187
312      90
1491    117
1670    124
413     211
1273     47
600     175
869     255
1453     39
1449    165
Name: 377, dtype: int64 0.000000
1764) 504     145
815     112
296     102
348       5
261      61
811      71
192     102
11       49
658       5
1591    246
285      47
788     183
661      61
860     177
1499    185
831     124
48      132
854      10
1240    170
577     231
1517    233
1565     89
1519     33
1395     44
165      37
1024    113
1420     32
1114    119
1295    115
679     202
       ... 
1052    205
1016     45
1696     21
1337    232
282      14
1702    118
464      41
963      21
1596    165
1287    136
1599    156
1265     78
1534     10
118      32
276      26
472     234
768     225
632     234
1257     48
480     240
570      44
312      69
1491    236
1670     93
413      14
1273    114
600     211
869     255
1453    212
1449     85
Name: 1581, dtype: int64 0.000000
1765) 504      67
815     157
296     173
348     243
261      24
811     115
192      38
11      255
658     156
1591     22
285     100
788     159
661     131
860     175
1499     24
831     209
48      252
854     134
1240     78
577     137
1517     64
1565     36
1519    255
1395     90
165     138
1024    205
1420    230
1114    124
1295     31
679     167
       ... 
1052    159
1016     88
1696     43
1337    121
282      35
1702    218
464      41
963     171
1596    131
1287    180
1599    146
1265    210
1534    169
118     121
276     118
472     148
768     123
632     114
1257     33
480     149
570     143
312     129
1491    176
1670     50
413     165
1273     86
600      93
869     148
1453    181
1449     12
Name: 738, dtype: int64 0.000000
1766) 504     196
815      85
296      68
348     137
261       7
811      48
192      74
11       25
658     127
1591    234
285      42
788     142
661      59
860     109
1499     95
831     103
48       84
854     125
1240    229
577      70
1517     71
1565    190
1519    255
1395    154
165     232
1024    113
1420    160
1114    119
1295    255
679     148
       ... 
1052     90
1016    255
1696    170
1337    230
282     141
1702    108
464     194
963     134
1596    103
1287    171
1599    123
1265    121
1534    200
118      72
276     155
472     151
768     134
632     114
1257    181
480     117
570      94
312     188
1491    244
1670    138
413      94
1273    115
600      94
869      77
1453    171
1449     42
Name: 1306, dtype: int64 0.000000
1767) 504     174
815     218
296     154
348     212
261     170
811     255
192     255
11      107
658      49
1591    255
285      86
788     255
661      63
860     217
1499    101
831     173
48      173
854     255
1240    109
577      85
1517     17
1565    255
1519    255
1395    255
165     190
1024    129
1420    242
1114     88
1295     91
679     168
       ... 
1052      5
1016    255
1696    255
1337    123
282     187
1702    108
464      95
963     185
1596    220
1287    174
1599    255
1265    125
1534    196
118     255
276     207
472     100
768      66
632      35
1257     10
480      59
570     175
312     255
1491    104
1670    238
413      95
1273    121
600     254
869      18
1453     86
1449     36
Name: 1297, dtype: int64 0.000000
1768) 504     184
815      59
296      71
348     233
261     159
811      12
192      80
11       40
658     111
1591     58
285      75
788     121
661     129
860      66
1499    116
831     109
48       97
854     102
1240    112
577      34
1517    216
1565    255
1519     48
1395     24
165      78
1024     50
1420    191
1114    173
1295     58
679      14
       ... 
1052    207
1016     82
1696     35
1337    232
282      63
1702     56
464      56
963     164
1596    103
1287    189
1599    255
1265     65
1534    130
118      91
276      32
472     131
768     171
632     111
1257     94
480     189
570       3
312     179
1491     89
1670     29
413      94
1273    137
600      12
869      90
1453    124
1449      8
Name: 1789, dtype: int64 0.000000
1769) 504     165
815     219
296     255
348      38
261     170
811     255
192     255
11      136
658      53
1591    255
285      46
788     255
661      47
860     202
1499     76
831     166
48      229
854     255
1240     80
577     255
1517     53
1565    255
1519    255
1395    255
165     188
1024    200
1420    249
1114    188
1295     75
679     255
       ... 
1052      6
1016    255
1696    255
1337     48
282     246
1702    108
464      52
963     185
1596    171
1287    249
1599    255
1265    133
1534    134
118     255
276     226
472      55
768     249
632      24
1257    154
480      97
570     255
312     255
1491    115
1670    241
413      91
1273    212
600     255
869     127
1453    141
1449     50
Name: 1299, dtype: int64 0.000000
1770) 504     177
815      29
296      10
348      20
261     154
811       8
192      78
11       54
658     104
1591     32
285      74
788     126
661      10
860     115
1499     97
831      24
48       58
854     131
1240     77
577      48
1517    225
1565    238
1519     47
1395      8
165     196
1024     83
1420    179
1114    134
1295     58
679      11
       ... 
1052    213
1016     70
1696     28
1337    232
282      73
1702    138
464      44
963     209
1596     79
1287    177
1599    255
1265     65
1534    197
118     106
276      28
472     118
768     159
632      37
1257    123
480     177
570       3
312     178
1491     70
1670     24
413      83
1273    133
600      13
869      10
1453    154
1449     37
Name: 1788, dtype: int64 0.000000
1771) 504     182
815      62
296      71
348     179
261     159
811       8
192      88
11       78
658     110
1591     30
285      68
788     128
661     124
860     108
1499     88
831     119
48       84
854     147
1240     87
577      27
1517    231
1565    158
1519     57
1395     32
165     163
1024     70
1420    202
1114     77
1295     45
679      14
       ... 
1052    214
1016     63
1696     47
1337    232
282      80
1702    178
464      36
963     197
1596    146
1287    106
1599    255
1265     68
1534    207
118      77
276      37
472      83
768     171
632      23
1257    191
480     175
570       2
312     177
1491     89
1670     26
413      76
1273    136
600      13
869       6
1453    158
1449     46
Name: 1787, dtype: int64 0.000000
1772) 504     174
815     155
296      66
348      64
261     255
811     255
192     255
11      229
658     132
1591    253
285      48
788     255
661     255
860      64
1499    210
831      92
48       92
854     209
1240    242
577      62
1517     79
1565    255
1519    255
1395    255
165     248
1024    177
1420    138
1114    120
1295    255
679     255
       ... 
1052     70
1016    255
1696    240
1337    207
282     255
1702    108
464     255
963      19
1596    166
1287    237
1599    146
1265    115
1534    180
118     255
276      96
472     160
768     121
632      70
1257    199
480      37
570     255
312     255
1491    111
1670    128
413      94
1273     68
600     255
869      47
1453    208
1449     55
Name: 1302, dtype: int64 0.000000
1773) 504      87
815     119
296      71
348     139
261     154
811       9
192      95
11      109
658     128
1591     22
285      52
788     133
661     167
860     185
1499     99
831     123
48       99
854     151
1240     29
577      37
1517    230
1565     56
1519     55
1395     35
165      71
1024     47
1420    211
1114     84
1295     57
679      15
       ... 
1052    214
1016    124
1696     49
1337    232
282      89
1702    189
464      66
963     143
1596    209
1287     70
1599    255
1265     68
1534    240
118      57
276      67
472     119
768     175
632      20
1257    254
480     172
570       3
312     170
1491     63
1670     33
413      65
1273     91
600      14
869      32
1453    154
1449     37
Name: 1786, dtype: int64 0.000000
1774) 504     188
815      67
296      68
348     104
261      74
811     255
192     255
11      158
658     135
1591    250
285      29
788     165
661      43
860      55
1499    173
831      97
48       59
854      80
1240    234
577      62
1517     82
1565    255
1519    255
1395    172
165     239
1024    154
1420    151
1114    188
1295    255
679     174
       ... 
1052     73
1016    255
1696    208
1337    227
282     237
1702    108
464     190
963     146
1596    128
1287    211
1599    163
1265    122
1534    193
118     255
276     111
472     142
768     125
632     105
1257     47
480      51
570      85
312     255
1491    243
1670    132
413      97
1273     95
600      80
869      65
1453    184
1449     53
Name: 1304, dtype: int64 0.000000
1775) 504     193
815      80
296      58
348     124
261      17
811      67
192      82
11       30
658     122
1591    250
285      28
788     136
661      48
860      53
1499     94
831      97
48       79
854     119
1240    232
577      62
1517     92
1565    255
1519    255
1395    114
165     239
1024    148
1420    170
1114    138
1295    255
679     100
       ... 
1052    115
1016    255
1696    171
1337    230
282     146
1702    108
464     180
963     147
1596    146
1287    146
1599    151
1265    122
1534    185
118     136
276     110
472     153
768     141
632     113
1257    104
480     111
570      88
312     232
1491    248
1670    138
413      97
1273    109
600      76
869      38
1453    190
1449     45
Name: 1305, dtype: int64 0.000000
1776) 504     199
815      89
296      49
348     144
261      48
811      84
192      13
11       57
658     127
1591    129
285      40
788     140
661      70
860     114
1499    132
831      99
48       49
854     110
1240    225
577     136
1517     71
1565    166
1519    255
1395    128
165      92
1024    104
1420    162
1114    100
1295    255
679      81
       ... 
1052    102
1016    255
1696    185
1337    232
282     140
1702    179
464     201
963     175
1596     66
1287    176
1599     97
1265    127
1534    222
118      82
276     221
472     133
768     143
632     157
1257     57
480     116
570      77
312     189
1491    238
1670    136
413     106
1273    103
600     102
869      59
1453    171
1449     36
Name: 1307, dtype: int64 0.000000
1777) 504      64
815     144
296     174
348     242
261      22
811     114
192      42
11      255
658     166
1591     24
285      40
788     138
661     117
860     218
1499     19
831     207
48      221
854     134
1240     55
577     109
1517     43
1565     37
1519    255
1395     87
165     143
1024    133
1420    242
1114     59
1295     57
679     165
       ... 
1052    168
1016     78
1696     46
1337    148
282      41
1702    229
464      39
963     231
1596    130
1287    196
1599    124
1265    203
1534    108
118     122
276      94
472     150
768     113
632     114
1257     63
480     161
570     140
312     124
1491    158
1670     70
413     149
1273    119
600      89
869      33
1453    172
1449      8
Name: 739, dtype: int64 0.000000
1778) 504     228
815      74
296      48
348     149
261      22
811      76
192      10
11      130
658      67
1591     91
285      45
788     149
661      89
860     150
1499     77
831      95
48       86
854      62
1240    218
577     197
1517     82
1565    115
1519    255
1395    127
165      32
1024    201
1420    161
1114     42
1295    255
679     122
       ... 
1052    104
1016    255
1696    169
1337    225
282     131
1702    201
464     193
963     196
1596     93
1287    168
1599     94
1265    122
1534    228
118      93
276     190
472     201
768     139
632     198
1257     47
480     221
570      46
312     189
1491    236
1670    134
413     172
1273    108
600     120
869      24
1453    187
1449     31
Name: 1308, dtype: int64 0.000000
1779) 504     244
815     208
296     110
348     131
261      28
811      90
192      77
11      119
658      12
1591     92
285      64
788     153
661       6
860     146
1499    234
831      86
48       56
854      12
1240    209
577     189
1517    143
1565    122
1519    255
1395    122
165      33
1024    212
1420    161
1114     89
1295    255
679     188
       ... 
1052    102
1016    254
1696    173
1337    232
282     110
1702    122
464     113
963     191
1596     38
1287    144
1599    123
1265    120
1534    204
118      86
276     104
472     210
768     202
632     237
1257     51
480     235
570      49
312     185
1491    238
1670    135
413     223
1273     90
600     166
869      20
1453    188
1449     34
Name: 1309, dtype: int64 0.000000
1780) 504     177
815     147
296      65
348     174
261       6
811       9
192      99
11      116
658     134
1591     21
285      56
788     143
661     170
860     208
1499    132
831     128
48       69
854     148
1240     64
577      33
1517    185
1565     18
1519     51
1395     38
165      18
1024     46
1420    202
1114    109
1295     60
679      12
       ... 
1052    215
1016     49
1696     46
1337    232
282      95
1702    222
464      42
963      26
1596    240
1287    130
1599    255
1265     70
1534    249
118       9
276      42
472     111
768     174
632      16
1257    255
480     161
570       4
312       9
1491     83
1670     39
413      61
1273     82
600      12
869      10
1453    157
1449     37
Name: 1785, dtype: int64 0.000000
1781) 504     249
815      28
296      24
348      29
261     124
811      93
192     190
11       36
658      21
1591     82
285     246
788     187
661     158
860      54
1499    238
831      69
48      103
854     108
1240    205
577     233
1517    102
1565    122
1519    255
1395    113
165      18
1024    203
1420    170
1114     48
1295    210
679     206
       ... 
1052     94
1016    159
1696    185
1337    232
282     113
1702    172
464      77
963     155
1596     55
1287     24
1599     67
1265    128
1534    149
118     101
276      82
472     186
768     130
632     115
1257    109
480     101
570     190
312     101
1491    243
1670    143
413     237
1273    129
600     173
869      26
1453    175
1449     29
Name: 1311, dtype: int64 0.000000
1782) 504     250
815     139
296      27
348     147
261     186
811      96
192     191
11      124
658      27
1591     73
285     247
788     208
661     238
860      88
1499    189
831      96
48      126
854     196
1240    154
577     233
1517    105
1565    109
1519    255
1395    112
165      13
1024    195
1420     46
1114     84
1295     94
679     197
       ... 
1052     83
1016     49
1696    160
1337    232
282     162
1702    200
464     213
963     149
1596    100
1287     15
1599     70
1265    128
1534    120
118      22
276     134
472     232
768     204
632     186
1257    106
480     100
570     204
312      84
1491    244
1670    151
413     234
1273    131
600     191
869      63
1453    137
1449     84
Name: 1312, dtype: int64 0.000000
1783) 504     249
815     138
296       8
348     124
261     126
811      99
192     190
11      139
658     243
1591     72
285     253
788     192
661     237
860     114
1499    133
831     117
48       71
854     215
1240    160
577     229
1517     87
1565    110
1519    255
1395    111
165       8
1024    207
1420     12
1114    124
1295    110
679     200
       ... 
1052     82
1016     32
1696    249
1337    232
282     167
1702    159
464     203
963     194
1596    120
1287     15
1599     79
1265    119
1534    132
118      34
276     113
472     235
768     223
632     248
1257     98
480     144
570     210
312      84
1491    229
1670    150
413     239
1273     79
600     205
869      64
1453    122
1449    115
Name: 1313, dtype: int64 0.000000
1784) 504     248
815     227
296      11
348      94
261     153
811     100
192      68
11      141
658     245
1591     74
285     252
788     159
661     235
860      42
1499    124
831     111
48      153
854     215
1240    164
577      32
1517    217
1565    101
1519    253
1395    109
165      41
1024    205
1420     37
1114    128
1295    116
679     198
       ... 
1052    140
1016     34
1696    245
1337    232
282     135
1702    199
464      24
963     194
1596     42
1287     18
1599     87
1265    119
1534     63
118      39
276     120
472     245
768     229
632     253
1257     67
480     247
570     214
312      71
1491    250
1670    146
413     235
1273    134
600     173
869      26
1453    110
1449    116
Name: 1314, dtype: int64 0.000000
1785) 504     179
815      20
296      48
348      20
261     163
811      15
192      86
11       91
658       5
1591     39
285      58
788     122
661      13
860     239
1499    198
831      16
48      104
854      46
1240     62
577     186
1517    236
1565     54
1519     74
1395     16
165       9
1024     95
1420     46
1114    149
1295    107
679      75
       ... 
1052    218
1016     81
1696     40
1337    232
282     116
1702    226
464      30
963      60
1596    213
1287     73
1599    255
1265     77
1534    130
118       9
276      75
472     115
768     156
632      54
1257    255
480     231
570       6
312      82
1491    117
1670     30
413     237
1273    103
600      31
869     255
1453    196
1449     65
Name: 1780, dtype: int64 0.000000
1786) 504     242
815     238
296      19
348      11
261     143
811     125
192     146
11      180
658     190
1591     87
285     186
788     191
661     137
860     147
1499     50
831     118
48      162
854     219
1240    140
577     234
1517    220
1565     41
1519     15
1395    105
165      31
1024    117
1420     46
1114    154
1295     20
679     167
       ... 
1052    184
1016     45
1696    238
1337    232
282     220
1702    233
464     173
963     172
1596     16
1287    140
1599     62
1265    114
1534     77
118     100
276     132
472     248
768     227
632     252
1257     86
480     243
570     211
312      41
1491    230
1670     93
413     240
1273      4
600     174
869       3
1453    127
1449    119
Name: 1317, dtype: int64 0.000000
1787) 504     176
815     220
296     147
348     225
261     152
811     255
192     255
11       86
658      48
1591    255
285      51
788     170
661      65
860     218
1499    108
831     149
48      138
854     255
1240    111
577      76
1517     31
1565    255
1519    255
1395    254
165     194
1024     57
1420    239
1114    123
1295    108
679     173
       ... 
1052     24
1016    255
1696    255
1337    166
282     170
1702    108
464     124
963     176
1596    223
1287    188
1599    239
1265    122
1534    185
118     255
276     196
472     104
768      71
632      43
1257     24
480     118
570      87
312     255
1491    147
1670    226
413     101
1273     88
600      63
869      62
1453     78
1449     34
Name: 1296, dtype: int64 0.000000
1788) 504     164
815     200
296     142
348     230
261      43
811     235
192     255
11       91
658      44
1591    245
285      80
788     140
661      81
860     213
1499    104
831     153
48      204
854     124
1240     63
577      77
1517     42
1565    251
1519    255
1395    119
165     218
1024    128
1420    230
1114     63
1295    117
679     161
       ... 
1052     13
1016    255
1696    255
1337    219
282     167
1702    108
464     134
963     170
1596    228
1287    220
1599    177
1265    120
1534    185
118     255
276     191
472      88
768      76
632      53
1257     17
480     128
570      87
312     255
1491    221
1670    219
413     101
1273     89
600      15
869       9
1453    100
1449     34
Name: 1295, dtype: int64 0.000000
1789) 504     160
815     221
296     143
348     235
261      24
811      57
192     136
11       85
658      44
1591    194
285      67
788     142
661      71
860     205
1499     90
831     134
48      211
854      84
1240     47
577      87
1517     42
1565    233
1519    255
1395    180
165     218
1024    135
1420    233
1114     74
1295     95
679     173
       ... 
1052     24
1016    255
1696    255
1337    232
282     159
1702    108
464     129
963     153
1596    223
1287     68
1599    199
1265    122
1534    187
118     175
276     195
472     126
768      82
632      71
1257     24
480     129
570      93
312     204
1491    233
1670    212
413      91
1273     91
600      43
869       1
1453    124
1449     32
Name: 1294, dtype: int64 0.000000
1790) 504     166
815     220
296     135
348     235
261      23
811      57
192      41
11       62
658      75
1591     61
285      40
788     144
661     114
860     215
1499     54
831     162
48      255
854      16
1240    113
577     105
1517     39
1565    193
1519    255
1395     21
165     225
1024    114
1420    235
1114    155
1295    135
679     179
       ... 
1052    161
1016    255
1696    235
1337    232
282     174
1702    108
464     123
963     128
1596     53
1287    192
1599    255
1265    123
1534    212
118     100
276     185
472     131
768      77
632      88
1257     19
480     131
570      99
312     176
1491    223
1670    191
413     115
1273    117
600      93
869       9
1453    157
1449     30
Name: 1292, dtype: int64 0.000000
1791) 504     250
815     227
296     233
348     248
261      56
811      99
192     181
11      120
658      19
1591     20
285     212
788     217
661      10
860      81
1499     57
831     159
48       60
854      27
1240     25
577     224
1517    148
1565     72
1519     15
1395     16
165      44
1024     97
1420    106
1114    171
1295     29
679     189
       ... 
1052    141
1016    255
1696    205
1337    232
282     185
1702    191
464      67
963     169
1596     23
1287     64
1599     49
1265    216
1534     97
118     140
276     182
472     211
768     153
632      22
1257    255
480     220
570     189
312     193
1491    248
1670    130
413     206
1273    137
600     137
869      13
1453     99
1449    185
Name: 1272, dtype: int64 0.000000
1792) 504     250
815     229
296     234
348     249
261     124
811     100
192     189
11      105
658      11
1591     44
285     200
788     217
661       2
860      46
1499     58
831     166
48      139
854       9
1240     16
577     224
1517    192
1565    122
1519      9
1395     13
165      44
1024    111
1420     96
1114    118
1295     32
679     186
       ... 
1052    141
1016    255
1696    255
1337    232
282     211
1702    223
464     132
963     169
1596    121
1287     54
1599     73
1265    160
1534     46
118     136
276     176
472     207
768     154
632       5
1257     58
480     193
570     185
312     193
1491    248
1670     70
413     205
1273     26
600     134
869       9
1453    106
1449    188
Name: 1273, dtype: int64 0.000000
1793) 504     250
815     232
296     234
348     249
261     122
811     101
192     188
11       65
658      10
1591    128
285     206
788     218
661       3
860      80
1499     52
831     150
48      153
854       7
1240     73
577     228
1517    131
1565     96
1519     16
1395     12
165      43
1024     97
1420    114
1114     97
1295    120
679     119
       ... 
1052    164
1016    255
1696    255
1337    232
282     211
1702    217
464     161
963     155
1596     40
1287    130
1599     62
1265    143
1534     23
118     132
276     169
472     215
768     151
632       0
1257     47
480     122
570     191
312     193
1491    244
1670    112
413     191
1273     11
600     143
869       8
1453    122
1449    180
Name: 1274, dtype: int64 0.000000
1794) 504     167
815      91
296     250
348      68
261     188
811     255
192     255
11      109
658      37
1591    194
285      82
788     255
661     179
860     109
1499      0
831     117
48        0
854     255
1240    188
577     126
1517     81
1565    250
1519    255
1395    255
165     166
1024    222
1420    188
1114    112
1295     94
679     248
       ... 
1052    175
1016    255
1696    255
1337    107
282     166
1702    108
464     120
963     230
1596    107
1287    105
1599    255
1265     67
1534    147
118     255
276     220
472      22
768     171
632      30
1257    109
480      47
570     252
312     255
1491     53
1670    232
413      83
1273    246
600     255
869     255
1453     48
1449     74
Name: 1798, dtype: int64 0.000000
1795) 504     250
815     233
296     234
348     249
261      98
811     100
192     192
11       44
658     140
1591    166
285       1
788     218
661     188
860     144
1499     62
831     155
48      156
854      19
1240     27
577     230
1517    180
1565    127
1519     22
1395     13
165      26
1024     89
1420    139
1114    139
1295    125
679     106
       ... 
1052    164
1016    255
1696    251
1337    231
282     205
1702    238
464      46
963     138
1596     36
1287    184
1599     69
1265    242
1534     28
118     135
276     166
472     228
768     137
632       2
1257    129
480     163
570     185
312     193
1491    243
1670    150
413     171
1273      5
600     144
869      11
1453    147
1449    171
Name: 1276, dtype: int64 0.000000
1796) 504     163
815      90
296      84
348      74
261     183
811     255
192     255
11       90
658      37
1591    133
285      96
788     255
661     166
860     147
1499      1
831      83
48        0
854     255
1240    179
577      73
1517     81
1565    255
1519    255
1395     66
165     165
1024    222
1420    177
1114    129
1295     94
679      48
       ... 
1052    176
1016    255
1696    255
1337    106
282     191
1702    108
464     127
963     133
1596    174
1287     74
1599    255
1265     70
1534    110
118     255
276      84
472      23
768     173
632      36
1257     85
480      33
570     156
312     255
1491     29
1670    235
413      82
1273    215
600     255
869     255
1453     16
1449     70
Name: 1797, dtype: int64 0.000000
1797) 504     175
815       3
296      91
348     165
261     182
811     230
192     255
11       73
658      40
1591    112
285      53
788     106
661      93
860     165
1499      5
831     115
48        0
854      98
1240     56
577      64
1517    118
1565    255
1519    182
1395     14
165     185
1024    135
1420    179
1114    150
1295     71
679      48
       ... 
1052    182
1016    192
1696    255
1337    222
282     168
1702    108
464     104
963     179
1596    171
1287     71
1599    255
1265     71
1534    161
118     255
276     222
472      34
768     181
632      52
1257     66
480      43
570      34
312     255
1491     30
1670    197
413      85
1273    115
600      87
869     255
1453     13
1449      7
Name: 1795, dtype: int64 0.000000
1798) 504     248
815     233
296     232
348     236
261      76
811     100
192     192
11      101
658     163
1591     31
285     247
788     161
661     226
860     143
1499     69
831     132
48       77
854     209
1240     53
577     224
1517    217
1565     69
1519     25
1395     64
165      21
1024    177
1420     44
1114     89
1295    116
679     132
       ... 
1052    161
1016     47
1696    234
1337    232
282     184
1702    109
464      66
963     200
1596     37
1287    115
1599     53
1265    129
1534     18
118      23
276     151
472     211
768     158
632     250
1257    157
480     170
570     187
312     191
1491    244
1670    163
413     179
1273    122
600     128
869      51
1453    182
1449    158
Name: 1279, dtype: int64 0.000000
1799) 504     244
815     232
296     230
348     194
261      49
811     104
192     192
11      102
658     206
1591     28
285     250
788     211
661     164
860     141
1499     68
831     143
48       54
854     210
1240     37
577     226
1517    121
1565     59
1519     40
1395     67
165      23
1024    222
1420     62
1114     91
1295    103
679     189
       ... 
1052    159
1016     65
1696    224
1337    232
282     196
1702    110
464     157
963     143
1596     70
1287    103
1599    124
1265    133
1534     37
118      31
276     185
472     213
768     194
632     200
1257    140
480     188
570     183
312     189
1491    241
1670    155
413     153
1273    138
600     134
869      69
1453    194
1449    138
Name: 1281, dtype: int64 0.000000
1800) 504     243
815     232
296     226
348     168
261      55
811     103
192     194
11       57
658     203
1591     42
285     251
788     221
661     210
860     140
1499     74
831     149
48       60
854     207
1240     77
577     221
1517    115
1565     56
1519     40
1395     61
165      23
1024    222
1420     89
1114    107
1295     62
679     194
       ... 
1052    162
1016     42
1696    200
1337    232
282     137
1702    115
464     158
963     200
1596    211
1287     72
1599     74
1265    128
1534     38
118      28
276     189
472     212
768     148
632     194
1257    216
480     196
570     201
312     188
1491    243
1670    150
413     166
1273    139
600     143
869     101
1453    197
1449    131
Name: 1282, dtype: int64 0.000000
1801) 504     241
815     233
296     218
348     155
261      85
811     101
192     194
11       46
658     146
1591     40
285     172
788     216
661     141
860     152
1499     88
831     143
48       59
854     206
1240    154
577     226
1517     88
1565     54
1519     36
1395     59
165      16
1024    222
1420     74
1114     23
1295     42
679     193
       ... 
1052    160
1016     98
1696     94
1337    232
282     157
1702    118
464     159
963     212
1596     16
1287     77
1599     72
1265    130
1534     57
118      29
276     186
472     197
768     135
632     185
1257    245
480     210
570     209
312     167
1491    244
1670    144
413     155
1273    126
600     128
869     121
1453    193
1449    123
Name: 1283, dtype: int64 0.000000
1802) 504     174
815      34
296      98
348     158
261     176
811      48
192     188
11       61
658      44
1591     20
285      76
788     119
661      89
860     102
1499    115
831     108
48       11
854      44
1240     62
577      80
1517    134
1565    255
1519    124
1395     18
165     203
1024    142
1420     74
1114    150
1295     29
679      51
       ... 
1052    185
1016    205
1696    255
1337    232
282     145
1702    108
464     135
963     155
1596    179
1287     87
1599    255
1265     69
1534    179
118     167
276     213
472      50
768     184
632      62
1257     69
480      43
570      38
312     203
1491     23
1670     47
413      86
1273    174
600     108
869     255
1453     58
1449     44
Name: 1794, dtype: int64 0.000000
1803) 504     175
815      18
296      92
348     223
261     173
811      43
192     136
11       62
658      50
1591     30
285     105
788     129
661      92
860      76
1499    108
831     109
48      221
854      51
1240     34
577      40
1517    143
1565    255
1519     48
1395     79
165     195
1024    118
1420     22
1114    155
1295     52
679      56
       ... 
1052    192
1016    121
1696    254
1337    232
282     104
1702    108
464      87
963     240
1596    179
1287    137
1599    255
1265     66
1534    181
118     120
276     205
472      66
768     185
632      84
1257     64
480      58
570      60
312     171
1491     26
1670     48
413      95
1273    110
600      24
869     255
1453     64
1449     48
Name: 1793, dtype: int64 0.000000
1804) 504     241
815     232
296     157
348     242
261       5
811     110
192     195
11       43
658     135
1591     44
285     246
788     231
661     125
860     217
1499    101
831      93
48      245
854     203
1240    110
577     219
1517     83
1565     86
1519     22
1395     50
165      21
1024    222
1420    225
1114     79
1295     27
679     193
       ... 
1052    157
1016     41
1696     64
1337    232
282     178
1702    145
464     169
963     167
1596    155
1287    100
1599    122
1265    126
1534    151
118      13
276     158
472     175
768     130
632     183
1257    169
480     216
570     212
312     124
1491    241
1670    134
413     140
1273    114
600     118
869      52
1453    185
1449     91
Name: 1286, dtype: int64 0.000000
1805) 504     241
815     103
296     139
348      55
261       3
811     103
192     197
11       85
658     118
1591     42
285     247
788     224
661     109
860     228
1499    136
831     158
48      252
854     196
1240    104
577     222
1517     68
1565     33
1519     52
1395     47
165      16
1024    222
1420    233
1114     44
1295     53
679     176
       ... 
1052    155
1016     54
1696     31
1337    228
282     161
1702    142
464     162
963     115
1596     11
1287     72
1599     94
1265    124
1534    182
118      12
276     155
472     174
768     130
632     183
1257    149
480     205
570     215
312     183
1491    244
1670    142
413     154
1273    114
600     102
869      24
1453    188
1449     95
Name: 1287, dtype: int64 0.000000
1806) 504     241
815     114
296     131
348     253
261      15
811     106
192     198
11       95
658      80
1591     58
285     248
788     224
661     211
860     235
1499    181
831     173
48      226
854     192
1240    110
577     216
1517     78
1565     37
1519    164
1395     44
165       7
1024    222
1420    225
1114     28
1295     71
679     128
       ... 
1052    154
1016     38
1696    110
1337    193
282     157
1702    118
464     150
963      24
1596     26
1287    163
1599     90
1265    120
1534    210
118      20
276     156
472     167
768     115
632     157
1257    251
480     182
570     217
312     182
1491    248
1670    150
413     129
1273    104
600     107
869      31
1453    190
1449     76
Name: 1288, dtype: int64 0.000000
1807) 504     241
815     130
296     130
348     180
261      18
811     106
192     200
11       89
658      19
1591     47
285     246
788     220
661     163
860     235
1499    165
831     182
48      210
854     161
1240     89
577     173
1517     55
1565     42
1519    109
1395     42
165      10
1024    222
1420    234
1114     80
1295    140
679      79
       ... 
1052    136
1016     90
1696    212
1337    230
282     187
1702    108
464     141
963      28
1596     13
1287    140
1599    211
1265    122
1534    201
118      45
276     158
472     154
768     100
632     124
1257    137
480     135
570     215
312     181
1491    245
1670    161
413     140
1273    108
600     151
869      16
1453    194
1449     13
Name: 1289, dtype: int64 0.000000
1808) 504     244
815     172
296     132
348     215
261      15
811      61
192     154
11       93
658      44
1591     55
285     243
788     202
661     125
860     235
1499     79
831     169
48      192
854     118
1240    114
577     137
1517     61
1565    125
1519    241
1395     41
165      12
1024    221
1420    238
1114     68
1295    155
679     150
       ... 
1052    112
1016    186
1696    237
1337    232
282     188
1702    108
464     146
963      22
1596     13
1287     83
1599    224
1265    123
1534    192
118       5
276     164
472     150
768      90
632     118
1257     23
480     136
570     184
312     180
1491    242
1670    168
413     122
1273    128
600     157
869      15
1453    192
1449     20
Name: 1290, dtype: int64 0.000000
1809) 504     170
815      44
296      76
348     226
261     164
811      74
192     121
11       59
658      65
1591     17
285      84
788     139
661     121
860      59
1499    111
831     125
48      217
854      67
1240    114
577     146
1517    118
1565    255
1519     57
1395      8
165     204
1024     87
1420    171
1114    156
1295     58
679      67
       ... 
1052    197
1016     51
1696    152
1337    232
282      83
1702    108
464     211
963     164
1596     90
1287    180
1599    255
1265     64
1534    178
118     118
276     206
472      76
768     185
632      93
1257     67
480      67
570      74
312     173
1491     72
1670     49
413      84
1273    115
600      17
869     173
1453     46
1449     43
Name: 1792, dtype: int64 0.000000
1810) 504       3
815      13
296      58
348      40
261     161
811      27
192      71
11       65
658      71
1591     45
285      77
788      95
661      27
860     223
1499    196
831      92
48      162
854     161
1240    133
577       4
1517    181
1565     70
1519     67
1395      7
165       6
1024     65
1420     29
1114    150
1295     86
679      68
       ... 
1052    222
1016     64
1696    251
1337    232
282     109
1702    226
464      84
963      28
1596    104
1287      7
1599     28
1265     85
1534    238
118      19
276      11
472      65
768     225
632     120
1257    157
480     110
570      50
312     102
1491    187
1670     33
413     229
1273    149
600      10
869     255
1453    183
1449     72
Name: 1777, dtype: int64 0.000000
1811) 504      93
815       5
296      36
348      17
261     167
811      15
192      67
11       78
658      54
1591     70
285     123
788      86
661     187
860     230
1499    200
831      97
48      111
854      32
1240     46
577       7
1517    157
1565     56
1519     76
1395     22
165       8
1024    123
1420     53
1114     73
1295     86
679      64
       ... 
1052    218
1016     54
1696    234
1337    232
282     100
1702    219
464      90
963      17
1596    113
1287     47
1599     34
1265    166
1534    241
118      22
276      25
472      46
768     149
632     136
1257    141
480      94
570      11
312      97
1491    189
1670     32
413       8
1273    158
600       6
869     255
1453    164
1449     85
Name: 1776, dtype: int64 0.000000
1812) 504     242
815     240
296     189
348      71
261      14
811     103
192     142
11       99
658     139
1591     32
285     192
788     186
661     151
860     167
1499     82
831     118
48      151
854     224
1240     41
577     235
1517    243
1565     22
1519     33
1395     91
165      42
1024     98
1420    104
1114    181
1295     12
679     155
       ... 
1052    145
1016     37
1696    172
1337    232
282     140
1702    183
464     126
963     199
1596     74
1287     43
1599     60
1265    116
1534    100
118      97
276     151
472     247
768     228
632     182
1257    111
480     243
570     212
312     191
1491    251
1670     82
413     241
1273      4
600     166
869      12
1453    135
1449    189
Name: 1320, dtype: int64 0.000000
1813) 504     203
815      36
296      88
348     148
261     202
811      71
192     136
11      242
658     186
1591    183
285      76
788      94
661      50
860      27
1499     40
831      88
48       63
854      84
1240    122
577      58
1517    193
1565    166
1519     77
1395     36
165     235
1024     98
1420     46
1114     73
1295    141
679      66
       ... 
1052    116
1016    255
1696    255
1337    232
282     185
1702    108
464     193
963     104
1596    119
1287     85
1599    113
1265     53
1534    124
118     144
276     106
472     187
768     181
632     115
1257    254
480      17
570      76
312     235
1491     24
1670     44
413      46
1273    124
600      17
869      87
1453     14
1449    204
Name: 1755, dtype: int64 0.000000
1814) 504     210
815      25
296      85
348     128
261     204
811     255
192     255
11      203
658     200
1591    198
285      86
788     184
661      40
860       5
1499     25
831      72
48      104
854      55
1240    129
577      54
1517    185
1565    253
1519    151
1395     45
165     235
1024    170
1420     52
1114     34
1295    141
679     182
       ... 
1052    108
1016    255
1696    255
1337    232
282     235
1702    108
464     192
963      84
1596     77
1287    188
1599    167
1265     33
1534     95
118     255
276      62
472     195
768     181
632      99
1257    254
480      15
570      78
312     255
1491     23
1670     44
413      78
1273    158
600      12
869     172
1453      5
1449    186
Name: 1754, dtype: int64 0.000000
1815) 504      85
815     255
296     255
348      44
261     255
811     255
192     255
11      255
658     238
1591    255
285      26
788     255
661     255
860       4
1499    202
831      96
48       64
854     255
1240    170
577     255
1517     99
1565    255
1519    255
1395    255
165     255
1024    182
1420    134
1114     10
1295    255
679     255
       ... 
1052     30
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     184
1596    177
1287    235
1599    255
1265    112
1534    192
118     255
276     183
472     132
768     255
632      53
1257    255
480     255
570     255
312     255
1491     87
1670    155
413     255
1273    190
600     255
869     179
1453    222
1449     83
Name: 1350, dtype: int64 0.000000
1816) 504     116
815     255
296     239
348      65
261     255
811     255
192     255
11      255
658     144
1591    255
285      34
788     255
661     255
860      18
1499    206
831     101
48       87
854     255
1240    192
577     212
1517    107
1565    255
1519    255
1395    255
165     255
1024    169
1420    143
1114    189
1295    255
679     255
       ... 
1052     79
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     136
1596    147
1287    221
1599    252
1265    113
1534    198
118     255
276     138
472     132
768     227
632      72
1257    255
480      34
570     255
312     255
1491    107
1670    149
413     255
1273    111
600     255
869     114
1453    213
1449     74
Name: 1351, dtype: int64 0.000000
1817) 504     110
815     147
296      44
348      65
261     255
811     255
192     255
11      255
658     146
1591    170
285      29
788     255
661     255
860      64
1499    213
831     102
48       94
854     213
1240    196
577      64
1517     98
1565    255
1519    255
1395    255
165     248
1024     88
1420    139
1114     15
1295    255
679     255
       ... 
1052     54
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963      23
1596    145
1287    211
1599    169
1265    113
1534    175
118     255
276     128
472     119
768     131
632      75
1257    199
480      32
570     255
312     255
1491    119
1670    142
413      94
1273     63
600     255
869      20
1453    205
1449     69
Name: 1352, dtype: int64 0.000000
1818) 504     133
815      65
296      72
348      99
261      63
811     255
192     255
11      219
658     149
1591    184
285      17
788     163
661      43
860      60
1499    201
831     103
48      101
854      67
1240    195
577      60
1517    116
1565    255
1519    255
1395    157
165     239
1024     70
1420    147
1114     50
1295    255
679     178
       ... 
1052     89
1016    255
1696    254
1337    232
282     237
1702    108
464     200
963     181
1596    145
1287    204
1599    209
1265    115
1534    180
118     255
276     120
472     136
768     149
632     105
1257     47
480      28
570      81
312     255
1491    222
1670    146
413      97
1273     98
600      82
869      21
1453    182
1449     57
Name: 1354, dtype: int64 0.000000
1819) 504     155
815      71
296      60
348     126
261      63
811      59
192     136
11      170
658     137
1591    175
285      33
788     133
661      51
860      67
1499    189
831     104
48       95
854     107
1240    198
577      61
1517    105
1565    245
1519    255
1395    106
165     236
1024    119
1420    164
1114    103
1295    255
679     120
       ... 
1052     97
1016    255
1696    252
1337    232
282     152
1702    108
464     202
963     132
1596    144
1287    154
1599    210
1265    116
1534    200
118     139
276     117
472     147
768     144
632     114
1257     62
480     108
570      85
312     211
1491    242
1670    149
413      96
1273    130
600      80
869      46
1453    173
1449     65
Name: 1355, dtype: int64 0.000000
1820) 504     208
815      55
296      84
348     105
261     234
811     255
192     255
11       23
658     212
1591    246
285     113
788     255
661      39
860       0
1499     38
831      74
48      106
854      42
1240    112
577      53
1517    219
1565    248
1519    255
1395      7
165     232
1024    174
1420     22
1114     28
1295    141
679     255
       ... 
1052    105
1016    255
1696    255
1337    232
282     255
1702    108
464     210
963      34
1596    153
1287    240
1599    187
1265     18
1534    100
118     255
276      45
472     180
768     188
632      95
1257    254
480      13
570     235
312     255
1491     34
1670     49
413      83
1273    186
600      71
869     255
1453      7
1449    121
Name: 1753, dtype: int64 0.000000
1821) 504     163
815      81
296      55
348     156
261      67
811      39
192      71
11      139
658     134
1591     97
285      23
788     142
661      69
860      55
1499    142
831     108
48       58
854     128
1240    199
577     167
1517     77
1565    137
1519    255
1395    128
165     203
1024     96
1420    156
1114    199
1295    255
679      83
       ... 
1052    103
1016    255
1696    254
1337    232
282     137
1702     80
464     157
963     174
1596     76
1287    178
1599    213
1265    117
1534    193
118      85
276      83
472     149
768     157
632     152
1257     50
480     113
570      93
312     182
1491    252
1670    149
413     176
1273    132
600     100
869      33
1453    178
1449     41
Name: 1357, dtype: int64 0.000000
1822) 504     246
815      91
296      65
348     154
261      20
811      41
192      30
11      139
658     133
1591     97
285      24
788     145
661     168
860      53
1499     64
831     111
48       69
854     122
1240    199
577     228
1517    137
1565     78
1519    255
1395    125
165      49
1024    173
1420    160
1114    195
1295    255
679      75
       ... 
1052     98
1016    255
1696    253
1337    232
282     138
1702     80
464      90
963     191
1596     48
1287    181
1599    206
1265    114
1534    222
118      87
276     146
472     157
768     170
632     182
1257     47
480     226
570     103
312     183
1491    252
1670    149
413      99
1273    118
600     108
869      34
1453    191
1449     27
Name: 1358, dtype: int64 0.000000
1823) 504     155
815       2
296      87
348     142
261     193
811     255
192     255
11       74
658      35
1591    168
285     108
788     173
661     175
860     162
1499      2
831     186
48        4
854     255
1240    171
577      54
1517     54
1565    255
1519    255
1395     75
165     169
1024    165
1420    189
1114    128
1295    103
679      36
       ... 
1052    178
1016    180
1696    255
1337    157
282     176
1702    108
464      98
963     169
1596    187
1287     74
1599    255
1265     75
1534    175
118     255
276     228
472     157
768     175
632      43
1257      3
480      39
570      56
312     255
1491     25
1670    231
413      87
1273    166
600     152
869     255
1453     31
1449     41
Name: 1746, dtype: int64 0.000000
1824) 504     244
815      20
296     113
348     159
261     179
811      32
192     185
11      134
658      10
1591     86
285      46
788     167
661       3
860      56
1499    248
831      92
48       43
854      25
1240    191
577      23
1517     95
1565    127
1519    255
1395    112
165      21
1024    179
1420    162
1114     69
1295    255
679     129
       ... 
1052    111
1016    221
1696    253
1337    232
282      19
1702    165
464      16
963     169
1596     67
1287    147
1599    154
1265    121
1534    134
118     124
276     233
472     118
768     208
632      73
1257     89
480     209
570      71
312     128
1491    246
1670    149
413     103
1273     98
600     158
869       4
1453    195
1449     22
Name: 1360, dtype: int64 0.000000
1825) 504     139
815       3
296      96
348     176
261     190
811     230
192     255
11       75
658      39
1591     99
285      90
788     141
661      92
860     159
1499     64
831     188
48        4
854     101
1240     54
577      39
1517     56
1565    255
1519    162
1395    114
165     184
1024     42
1420    191
1114    138
1295    103
679      38
       ... 
1052    184
1016    165
1696    255
1337    228
282     176
1702    108
464     143
963     179
1596    176
1287     65
1599    245
1265     81
1534    192
118     255
276     208
472     164
768     180
632      53
1257      2
480      46
570      61
312     255
1491     26
1670     64
413      90
1273    137
600     157
869     255
1453     34
1449     16
Name: 1745, dtype: int64 0.000000
1826) 504     152
815      40
296     100
348     163
261     184
811      73
192     182
11       77
658      44
1591     15
285      87
788     147
661      92
860     167
1499     87
831     191
48      195
854      45
1240     58
577      38
1517     53
1565    255
1519    110
1395    148
165     203
1024     25
1420     66
1114    158
1295     97
679      39
       ... 
1052    189
1016    166
1696    255
1337    232
282     172
1702    108
464      77
963     149
1596    187
1287    125
1599    237
1265     84
1534    211
118     174
276     210
472     172
768     185
632      71
1257     55
480      44
570      66
312     198
1491     32
1670     49
413      93
1273    173
600     143
869     255
1453     63
1449     52
Name: 1744, dtype: int64 0.000000
1827) 504     225
815      93
296       3
348      68
261     160
811      94
192     182
11       89
658     233
1591     94
285     253
788     204
661      93
860      45
1499    174
831       9
48      136
854     209
1240    186
577     232
1517     28
1565    112
1519    255
1395    108
165       5
1024    149
1420     17
1114     93
1295     86
679     206
       ... 
1052    194
1016     59
1696    254
1337    232
282      27
1702    147
464     204
963     200
1596    149
1287     45
1599    160
1265    115
1534     80
118      26
276      51
472     252
768     234
632     245
1257     85
480     143
570     151
312      60
1491    251
1670    147
413     236
1273     91
600     210
869      10
1453    117
1449    108
Name: 1363, dtype: int64 0.000000
1828) 504     163
815      23
296      99
348     190
261     185
811      74
192     129
11       58
658      49
1591      8
285      87
788     151
661      93
860     168
1499     92
831     192
48      222
854      53
1240     45
577     102
1517     83
1565    255
1519     94
1395     38
165     195
1024     66
1420     20
1114    144
1295     83
679      41
       ... 
1052    188
1016    137
1696    178
1337    232
282     149
1702    108
464     109
963     170
1596    191
1287    134
1599    237
1265     81
1534    202
118     118
276     204
472     177
768     186
632      79
1257      3
480      44
570      77
312     175
1491     62
1670     53
413      92
1273    102
600      14
869     255
1453     63
1449     48
Name: 1743, dtype: int64 0.000000
1829) 504     164
815     177
296      66
348     227
261     165
811       5
192      34
11       58
658      71
1591     11
285      81
788      81
661     151
860     115
1499    106
831     188
48      137
854      84
1240     75
577      58
1517    174
1565    255
1519     46
1395     23
165     199
1024     38
1420    184
1114    106
1295     72
679     103
       ... 
1052    197
1016    167
1696     18
1337    232
282      16
1702    108
464      54
963     139
1596     79
1287    161
1599    248
1265     81
1534    107
118     108
276     130
472     187
768     100
632     243
1257     64
480     204
570       4
312     162
1491     91
1670     59
413     189
1273     75
600     101
869     223
1453    114
1449     41
Name: 1741, dtype: int64 0.000000
1830) 504     171
815     150
296      61
348     232
261     165
811       9
192      35
11       48
658      92
1591     12
285      85
788     108
661     168
860     100
1499     89
831     134
48      109
854      94
1240     99
577      62
1517    145
1565    255
1519     29
1395     16
165      42
1024     54
1420    217
1114     91
1295     72
679     109
       ... 
1052    200
1016    140
1696     19
1337    232
282     139
1702    110
464      41
963     157
1596     60
1287    149
1599    255
1265     77
1534    159
118     107
276      51
472     185
768      77
632     237
1257     69
480     197
570       2
312     149
1491     97
1670     62
413     196
1273    101
600     114
869      98
1453    150
1449     13
Name: 1740, dtype: int64 0.000000
1831) 504     185
815     106
296      78
348     119
261     175
811       4
192      33
11       39
658     107
1591     16
285      74
788      78
661      52
860      72
1499    101
831       5
48       75
854     131
1240     57
577      87
1517    203
1565    219
1519     38
1395     16
165     186
1024    124
1420    192
1114    101
1295     74
679     100
       ... 
1052    211
1016    143
1696     13
1337    232
282     134
1702    104
464      28
963     211
1596     85
1287    170
1599    255
1265     77
1534    232
118      98
276      25
472      22
768      49
632     214
1257     81
480     193
570       4
312     149
1491    125
1670     58
413     146
1273     95
600     146
869       8
1453    148
1449     39
Name: 1738, dtype: int64 0.000000
1832) 504     164
815     103
296      77
348     197
261     178
811       3
192      33
11       50
658     112
1591     51
285      56
788      71
661     163
860      66
1499    110
831      73
48       76
854     151
1240     68
577      61
1517    167
1565    178
1519     27
1395     20
165      38
1024     56
1420    202
1114    110
1295     57
679      84
       ... 
1052    210
1016     94
1696     25
1337    232
282     130
1702    102
464      34
963     185
1596    139
1287    177
1599    255
1265     82
1534    228
118      92
276      21
472      11
768      51
632     185
1257    137
480     189
570       4
312     146
1491     98
1670     60
413     139
1273    116
600     159
869      39
1453    169
1449     30
Name: 1737, dtype: int64 0.000000
1833) 504     119
815     176
296     246
348      54
261      93
811     255
192     255
11       41
658      44
1591    255
285      65
788     255
661      55
860     217
1499     98
831      77
48      225
854     255
1240    110
577     182
1517     33
1565    255
1519    255
1395    255
165     189
1024    173
1420    231
1114     56
1295     92
679     240
       ... 
1052      8
1016    255
1696    255
1337    107
282     174
1702    108
464      56
963     161
1596    129
1287    240
1599    255
1265    116
1534    151
118     255
276     117
472      48
768      70
632      31
1257      9
480     116
570     251
312     255
1491     86
1670    234
413     100
1273    150
600     255
869      39
1453    108
1449     48
Name: 1348, dtype: int64 0.000000
1834) 504     163
815     205
296     140
348     214
261     108
811     255
192     255
11       67
658      44
1591    247
285      56
788     130
661      65
860     218
1499    100
831      86
48      145
854     255
1240    200
577      81
1517     66
1565    255
1519    255
1395    255
165     192
1024     53
1420    246
1114    184
1295    103
679     171
       ... 
1052     67
1016    255
1696    255
1337    165
282     176
1702    108
464      82
963     200
1596    221
1287    214
1599    238
1265    106
1534    193
118     255
276     175
472      49
768      88
632      48
1257     40
480     120
570      87
312     255
1491    185
1670    230
413      94
1273    108
600      31
869      40
1453     74
1449     21
Name: 1346, dtype: int64 0.000000
1835) 504     243
815     243
296     229
348     163
261      13
811     104
192     136
11      115
658      20
1591     65
285     196
788     192
661       9
860     217
1499     54
831      57
48      131
854     220
1240     90
577     235
1517    236
1565     29
1519     14
1395     39
165      42
1024    104
1420     76
1114    154
1295     15
679     141
       ... 
1052    164
1016    250
1696    234
1337    232
282     129
1702    159
464     144
963     173
1596     41
1287     43
1599     71
1265    184
1534    129
118      88
276     219
472     247
768     229
632      14
1257    155
480     243
570     214
312     194
1491    252
1670    111
413     240
1273     33
600     170
869      22
1453    144
1449    185
Name: 1321, dtype: int64 0.000000
1836) 504     152
815     202
296     135
348     223
261      93
811     241
192     255
11      112
658      40
1591    242
285      82
788      90
661      71
860     167
1499    106
831      88
48      172
854     123
1240     84
577      80
1517     63
1565    255
1519    255
1395    138
165     218
1024    123
1420    230
1114     46
1295    104
679     160
       ... 
1052    149
1016    255
1696    255
1337    219
282     176
1702    108
464     140
963     168
1596    217
1287    120
1599    160
1265    109
1534    191
118     255
276     191
472      51
768      96
632      54
1257     28
480     127
570      94
312     255
1491    218
1670    222
413     100
1273    111
600      11
869      17
1453     89
1449     23
Name: 1345, dtype: int64 0.000000
1837) 504     242
815     240
296     231
348     244
261      81
811     103
192     142
11      101
658      16
1591    154
285     220
788     197
661       8
860     104
1499     64
831     129
48       29
854     149
1240    110
577     235
1517    163
1565     88
1519      7
1395     18
165      43
1024     71
1420    103
1114    156
1295     17
679     192
       ... 
1052    177
1016    255
1696    220
1337    232
282     123
1702    170
464      93
963     190
1596     39
1287     52
1599    102
1265    202
1534     98
118      47
276     220
472     247
768     227
632       2
1257    255
480     243
570     213
312     190
1491    252
1670     85
413     241
1273     29
600     174
869      34
1453    140
1449    190
Name: 1322, dtype: int64 0.000000
1838) 504     167
815       5
296      28
348      64
261     166
811       4
192      58
11       85
658      68
1591     38
285      73
788      37
661      47
860     229
1499    196
831     130
48      148
854      97
1240    153
577     124
1517    144
1565     51
1519     76
1395     32
165       8
1024     81
1420     36
1114    120
1295     86
679      21
       ... 
1052    217
1016     54
1696    255
1337    232
282      98
1702    212
464     108
963     155
1596    125
1287     98
1599     33
1265    247
1534    178
118      26
276      15
472      39
768      10
632      33
1257     24
480      92
570     199
312      97
1491    189
1670     28
413       4
1273     92
600       5
869     255
1453    167
1449     92
Name: 1775, dtype: int64 0.000000
1839) 504     238
815     239
296     230
348     146
261      61
811     104
192     171
11       50
658      19
1591    210
285       1
788     205
661      49
860     153
1499     82
831     137
48      162
854      16
1240     53
577     235
1517    195
1565     74
1519     34
1395     14
165      25
1024    102
1420    115
1114    128
1295     54
679     163
       ... 
1052    173
1016    255
1696    236
1337    231
282     108
1702    239
464      38
963     164
1596     33
1287     50
1599     70
1265    234
1534     28
118      71
276     226
472     246
768     227
632       2
1257    113
480     244
570     212
312     194
1491    248
1670    149
413     240
1273     34
600     189
869      69
1453    167
1449    182
Name: 1326, dtype: int64 0.000000
1840) 504     180
815      47
296      40
348      25
261     156
811       6
192      37
11      105
658      79
1591    155
285      91
788     101
661       7
860     228
1499    193
831      70
48      158
854     138
1240    107
577      40
1517    176
1565     39
1519     82
1395     26
165      12
1024     66
1420     50
1114    131
1295     83
679       6
       ... 
1052    217
1016    202
1696    255
1337    232
282      63
1702    211
464     128
963      74
1596    141
1287    159
1599    103
1265    106
1534     11
118      15
276      17
472      33
768      19
632     194
1257     33
480     233
570       7
312      97
1491    200
1670     29
413      81
1273    119
600      80
869     255
1453    163
1449    109
Name: 1773, dtype: int64 0.000000
1841) 504     235
815     236
296     233
348     124
261      59
811     160
192     162
11       32
658      45
1591     90
285     101
788     207
661     191
860     147
1499     57
831     128
48      132
854     212
1240     79
577     236
1517    197
1565    111
1519     11
1395     20
165      24
1024     73
1420     59
1114    119
1295     74
679     146
       ... 
1052    171
1016     66
1696    129
1337    230
282      90
1702    129
464      57
963     170
1596     54
1287     73
1599     47
1265    113
1534     14
118      21
276     220
472     247
768     226
632     244
1257     73
480     241
570     208
312     193
1491    251
1670     82
413     236
1273     38
600     187
869     115
1453    203
1449    168
Name: 1328, dtype: int64 0.000000
1842) 504     234
815     235
296     182
348     135
261      92
811     144
192     165
11       67
658     154
1591     96
285     247
788     149
661      75
860     145
1499     88
831     161
48       78
854     208
1240    161
577     235
1517    210
1565    121
1519     24
1395     23
165      20
1024    115
1420     52
1114    146
1295    112
679     184
       ... 
1052    169
1016     52
1696    137
1337    232
282      82
1702    113
464      48
963     198
1596     62
1287    123
1599     48
1265    115
1534     21
118      22
276     192
472     247
768     226
632     244
1257    109
480     242
570     209
312     193
1491    250
1670     82
413     236
1273    130
600     182
869     103
1453    210
1449    165
Name: 1329, dtype: int64 0.000000
1843) 504     189
815      77
296      42
348      52
261     162
811      14
192      34
11       98
658      86
1591    251
285     100
788     122
661     216
860     138
1499    203
831     138
48      131
854     196
1240     16
577      27
1517    219
1565     18
1519     74
1395     52
165      15
1024     94
1420     27
1114    198
1295    149
679       5
       ... 
1052    111
1016    206
1696    255
1337    232
282      38
1702    193
464     151
963     150
1596    200
1287    105
1599    241
1265    216
1534     14
118      14
276      35
472     100
768      77
632     205
1257     36
480     220
570       5
312      59
1491    198
1670     27
413      34
1273    110
600      17
869     255
1453    148
1449    109
Name: 1771, dtype: int64 0.000000
1844) 504     177
815     162
296      63
348     165
261     164
811      29
192      76
11       70
658      96
1591    218
285      84
788     152
661     193
860     211
1499    196
831     107
48       83
854     196
1240     46
577      28
1517    130
1565     64
1519     82
1395     25
165      32
1024     94
1420     23
1114    208
1295    149
679      26
       ... 
1052     52
1016    248
1696    255
1337    232
282      69
1702    212
464     177
963     190
1596    201
1287    203
1599    255
1265     86
1534     49
118      40
276      87
472     181
768     121
632     231
1257     55
480     159
570      65
312      30
1491    151
1670     18
413      79
1273    127
600      20
869     255
1453    116
1449    117
Name: 1768, dtype: int64 0.000000
1845) 504     225
815     232
296     200
348     191
261     133
811     152
192     173
11       94
658      58
1591     43
285     247
788     212
661      31
860     155
1499     80
831     149
48       73
854     200
1240     28
577     206
1517    106
1565     72
1519     39
1395     57
165      33
1024    205
1420     87
1114     63
1295     99
679     202
       ... 
1052    168
1016     45
1696    127
1337    232
282      63
1702    113
464     140
963     211
1596     30
1287    143
1599     55
1265    119
1534     40
118      14
276     205
472     245
768     225
632     218
1257    174
480     242
570     211
312     131
1491    252
1670    100
413     228
1273    143
600     190
869      24
1453    220
1449    140
Name: 1332, dtype: int64 0.000000
1846) 504     224
815     229
296     211
348     206
261     149
811     150
192     180
11       47
658      50
1591     58
285     199
788     158
661      19
860     170
1499     80
831     158
48       90
854     196
1240     44
577     221
1517     88
1565     71
1519     47
1395     56
165      17
1024    203
1420     83
1114     90
1295     93
679     202
       ... 
1052    170
1016     74
1696     77
1337    232
282      60
1702    116
464     166
963     188
1596     18
1287    161
1599     59
1265    130
1534     49
118      58
276     207
472     243
768     223
632     196
1257    135
480     243
570     214
312      59
1491    250
1670    133
413     218
1273    117
600     185
869      38
1453    218
1449    139
Name: 1333, dtype: int64 0.000000
1847) 504     184
815     167
296      77
348     172
261     177
811      41
192      84
11      170
658     109
1591    198
285     121
788     170
661     192
860      37
1499    178
831     146
48       79
854     186
1240    188
577      75
1517     41
1565    144
1519     82
1395     14
165      89
1024    120
1420     27
1114    218
1295    149
679      85
       ... 
1052     93
1016     48
1696    255
1337    232
282     124
1702    218
464     114
963     158
1596    118
1287    192
1599    255
1265     85
1534     71
118      61
276     172
472     184
768     146
632     226
1257    173
480     114
570      87
312      23
1491    109
1670     22
413      83
1273    136
600      25
869     255
1453    135
1449    113
Name: 1766, dtype: int64 0.000000
1848) 504     173
815      76
296      97
348     196
261     176
811      47
192      82
11       94
658     118
1591    193
285      65
788     175
661     173
860      45
1499     62
831     141
48       42
854     181
1240    111
577      87
1517      5
1565    137
1519     73
1395     22
165     192
1024    134
1420    109
1114    223
1295    149
679      80
       ... 
1052     16
1016     11
1696    255
1337    232
282     155
1702    190
464     177
963      54
1596     62
1287    110
1599    201
1265     76
1534     55
118      48
276     170
472     112
768     196
632     226
1257    255
480      78
570      80
312      38
1491     87
1670     16
413      73
1273    140
600       7
869     255
1453    115
1449    122
Name: 1763, dtype: int64 0.000000
1849) 504     178
815     151
296      98
348     203
261     172
811      43
192      78
11       50
658     131
1591    206
285      75
788     171
661     171
860      54
1499     65
831     153
48       64
854     173
1240    170
577      98
1517     13
1565    130
1519     82
1395     16
165     196
1024    146
1420    132
1114    225
1295    149
679      82
       ... 
1052     14
1016    132
1696    255
1337    232
282     165
1702    164
464     195
963      72
1596    130
1287     97
1599    152
1265     72
1534     64
118      48
276     174
472      93
768     195
632     227
1257    255
480     171
570      78
312      51
1491    106
1670     16
413      79
1273     72
600      55
869     255
1453    131
1449    103
Name: 1762, dtype: int64 0.000000
1850) 504     225
815     127
296     195
348     253
261      75
811     108
192     193
11       58
658      29
1591     73
285     243
788     217
661      27
860     236
1499    183
831     105
48      249
854      57
1240     85
577     233
1517     64
1565     67
1519    146
1395     43
165       4
1024    197
1420    227
1114     19
1295     44
679     197
       ... 
1052    176
1016     42
1696     57
1337    230
282      64
1702    116
464     142
963      29
1596     51
1287    107
1599    111
1265    116
1534    149
118      50
276     188
472     147
768     218
632     158
1257    248
480     238
570     216
312     188
1491    247
1670    150
413     156
1273     88
600     185
869     124
1453    204
1449     36
Name: 1338, dtype: int64 0.000000
1851) 504     228
815     143
296     142
348     254
261      71
811     104
192     199
11       58
658      27
1591     71
285     243
788     224
661      25
860     240
1499     97
831     106
48      216
854      35
1240    106
577     233
1517     70
1565    173
1519    135
1395     40
165       6
1024    205
1420    228
1114     25
1295    107
679     198
       ... 
1052    164
1016     61
1696    162
1337    230
282      49
1702    108
464     143
963      36
1596     20
1287     91
1599    152
1265    111
1534    194
118      17
276     164
472      86
768     187
632     123
1257    168
480     165
570     216
312     185
1491    247
1670    160
413     132
1273     91
600     202
869      27
1453    195
1449     10
Name: 1339, dtype: int64 0.000000
1852) 504     237
815     151
296     125
348     254
261      69
811      98
192     131
11       78
658      28
1591     51
285     242
788     230
661      32
860     237
1499     84
831     109
48      229
854      23
1240    177
577     210
1517     72
1565    193
1519    241
1395     40
165      10
1024    201
1420    238
1114     26
1295    142
679     182
       ... 
1052    150
1016    171
1696    157
1337    232
282      55
1702    108
464     149
963      20
1596     14
1287     80
1599    191
1265    115
1534    216
118       2
276     162
472      82
768     118
632     118
1257    168
480     134
570     204
312     183
1491    243
1670    168
413     132
1273    111
600     197
869      35
1453    192
1449     28
Name: 1340, dtype: int64 0.000000
1853) 504     192
815      88
296      98
348     190
261      70
811      44
192      83
11       70
658     123
1591     78
285      62
788     168
661     163
860      69
1499     71
831     130
48      191
854     149
1240    140
577      76
1517     45
1565    107
1519     77
1395     36
165     203
1024    106
1420     55
1114     30
1295    149
679      76
       ... 
1052     12
1016    251
1696    255
1337    232
282     159
1702    112
464     197
963      61
1596    156
1287    120
1599    125
1265     48
1534     81
118      38
276     174
472      86
768     194
632     227
1257    255
480     180
570      80
312      54
1491    127
1670     17
413     120
1273     94
600      23
869     170
1453    152
1449    165
Name: 1761, dtype: int64 0.000000
1854) 504     196
815      54
296      98
348     188
261     181
811      48
192      92
11      225
658     147
1591    199
285     102
788     166
661     142
860     186
1499    174
831     120
48      196
854     151
1240     31
577      62
1517    242
1565     62
1519     78
1395     39
165     225
1024     89
1420     48
1114     50
1295    149
679      87
       ... 
1052    131
1016    253
1696    255
1337    232
282     178
1702    114
464     193
963      53
1596    137
1287    219
1599    221
1265     25
1534    175
118      21
276     170
472     107
768     191
632     205
1257    254
480      75
570      79
312      27
1491     89
1670     35
413      89
1273     93
600      79
869      31
1453    156
1449    249
Name: 1759, dtype: int64 0.000000
1855) 504     212
815      22
296      87
348     154
261     189
811      60
192     122
11      255
658     177
1591    218
285      56
788     159
661      58
860     187
1499    123
831     119
48       42
854     106
1240    211
577     141
1517    232
1565    126
1519     77
1395     96
165     235
1024     65
1420     47
1114     51
1295    141
679      76
       ... 
1052    129
1016    252
1696    255
1337    232
282     184
1702    108
464     193
963      59
1596     56
1287    168
1599    123
1265     43
1534    111
118      49
276     140
472     180
768     176
632     123
1257    254
480      19
570      74
312     125
1491     34
1670     40
413     193
1273     96
600      16
869      44
1453    104
1449    211
Name: 1756, dtype: int64 0.000000
1856) 504     214
815     255
296     255
348      52
261     255
811     255
192     255
11        0
658     248
1591    255
285     147
788     255
661     255
860       0
1499    193
831      69
48      254
854     255
1240     71
577     255
1517    188
1565      2
1519    255
1395    255
165     255
1024    222
1420     42
1114     62
1295    141
679     255
       ... 
1052    101
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     169
1596    141
1287    231
1599    255
1265     40
1534    137
118     255
276     177
472      98
768     255
632      52
1257    255
480     255
570     255
312     255
1491     47
1670    186
413     255
1273    255
600     255
869     255
1453     12
1449    226
Name: 1800, dtype: int64 0.000000
1857) 504     250
815     223
296     218
348     208
261       5
811     100
192     188
11       92
658     134
1591     97
285     205
788     208
661      82
860     200
1499     76
831     157
48      148
854     216
1240     15
577     222
1517    241
1565     25
1519     47
1395     88
165      42
1024     76
1420     97
1114    230
1295     12
679      43
       ... 
1052    181
1016    134
1696    159
1337    232
282     213
1702    202
464      98
963     186
1596    114
1287     50
1599     66
1265    157
1534    107
118     144
276     172
472     207
768     156
632     143
1257    141
480     218
570     190
312     193
1491    251
1670    116
413     210
1273    114
600     151
869      13
1453     85
1449    199
Name: 1270, dtype: int64 0.000000
1858) 504     250
815     225
296     118
348     118
261     132
811     100
192     188
11       92
658     245
1591    182
285     183
788     194
661     229
860     226
1499     78
831     179
48      160
854     216
1240     42
577     223
1517    239
1565     32
1519     13
1395    106
165      29
1024    141
1420     57
1114    224
1295     12
679      41
       ... 
1052    167
1016     19
1696    162
1337    232
282     214
1702    191
464      98
963     186
1596     21
1287    118
1599     67
1265    137
1534     86
118     128
276     145
472     206
768     148
632     253
1257    142
480     246
570     187
312     193
1491    231
1670     88
413     218
1273     11
600     139
869      22
1453     83
1449    200
Name: 1269, dtype: int64 0.000000
1859) 504     188
815      40
296      83
348     222
261     178
811      62
192     142
11       51
658      73
1591     46
285      54
788      84
661     116
860      64
1499    117
831      93
48      220
854      67
1240    113
577     100
1517    197
1565    255
1519     43
1395      8
165     203
1024     88
1420    161
1114    144
1295     57
679      59
       ... 
1052    204
1016     40
1696    175
1337    233
282     103
1702    108
464     229
963     164
1596     59
1287    191
1599    255
1265     55
1534    129
118     107
276     212
472       8
768     180
632      82
1257    188
480      73
570      65
312     186
1491     66
1670     41
413      76
1273     76
600      39
869     167
1453     43
1449     37
Name: 1842, dtype: int64 0.000000
1860) 504      56
815     130
296     255
348      36
261      17
811     255
192     255
11      166
658      62
1591    255
285      62
788     255
661      50
860       9
1499     85
831     179
48      208
854     255
1240    126
577     255
1517     48
1565    255
1519    255
1395    255
165     181
1024    206
1420    251
1114     82
1295    132
679     255
       ... 
1052      8
1016    255
1696    255
1337     48
282     247
1702    108
464     108
963     220
1596    184
1287    236
1599    255
1265    131
1534    169
118     255
276     199
472     101
768     250
632      22
1257    172
480      99
570     255
312     255
1491     93
1670    241
413      97
1273    205
600     255
869     255
1453    147
1449     47
Name: 1199, dtype: int64 0.000000
1861) 504     184
815     255
296     255
348      45
261     255
811     255
192     255
11      218
658     239
1591    255
285      37
788     255
661     255
860      70
1499    212
831      69
48      224
854     255
1240    222
577     255
1517     77
1565    255
1519    255
1395    255
165     255
1024    172
1420    134
1114    233
1295    169
679     255
       ... 
1052     62
1016    255
1696    164
1337     49
282     255
1702    108
464     255
963     179
1596    187
1287    235
1599     94
1265    114
1534    206
118     255
276     160
472     186
768     255
632      59
1257    255
480     255
570     255
312     255
1491    110
1670    137
413     255
1273    185
600     255
869     255
1453    228
1449     90
Name: 1200, dtype: int64 0.000000
1862) 504     181
815      23
296      84
348     227
261     167
811      74
192      34
11       47
658      87
1591     49
285      75
788      99
661     148
860     127
1499    123
831     116
48      133
854      84
1240     62
577      29
1517    180
1565    255
1519     49
1395     19
165     198
1024    109
1420    171
1114    177
1295     58
679      73
       ... 
1052    203
1016     42
1696     38
1337    233
282      86
1702     15
464     160
963     193
1596     83
1287    167
1599    255
1265     58
1534     80
118      95
276     216
472       9
768     174
632     104
1257    168
480     224
570      78
312     187
1491     93
1670     39
413      80
1273     94
600      69
869      66
1453     66
1449     37
Name: 1841, dtype: int64 0.000000
1863) 504     188
815     155
296      87
348      61
261     255
811     255
192     255
11       33
658     141
1591    255
285      46
788     255
661     255
860     144
1499    208
831     118
48       75
854     207
1240    253
577      62
1517     60
1565    255
1519    255
1395    255
165     248
1024     73
1420    141
1114     94
1295    255
679     255
       ... 
1052     45
1016    255
1696     87
1337    207
282     255
1702    108
464     255
963      19
1596    173
1287    181
1599    108
1265    127
1534    194
118     255
276     115
472     190
768      94
632      73
1257    200
480      86
570     255
312     255
1491    103
1670    116
413     100
1273    120
600     255
869     120
1453    213
1449     93
Name: 1202, dtype: int64 0.000000
1864) 504     165
815     173
296      72
348     236
261     167
811      70
192     118
11       49
658      90
1591     37
285      61
788     115
661     146
860      41
1499    113
831      91
48       73
854      72
1240     53
577      32
1517    175
1565    255
1519     54
1395      4
165      31
1024     91
1420    184
1114    169
1295     58
679      68
       ... 
1052    208
1016     42
1696     36
1337    233
282      79
1702    105
464     137
963     130
1596     80
1287    167
1599    255
1265     61
1534    104
118      99
276     151
472      11
768     183
632      98
1257    136
480     219
570      84
312     180
1491     79
1670     45
413      77
1273     87
600       7
869      41
1453     87
1449     15
Name: 1840, dtype: int64 0.000000
1865) 504     182
815      68
296      71
348      95
261       8
811     255
192     255
11       25
658     135
1591    255
285      44
788     132
661      43
860     131
1499     98
831     128
48       88
854      85
1240    247
577      64
1517     69
1565    255
1519    255
1395    134
165     239
1024     88
1420    157
1114    113
1295    255
679     172
       ... 
1052    130
1016    255
1696     63
1337    204
282     239
1702     61
464     172
963     191
1596    176
1287    193
1599    144
1265    125
1534    197
118     255
276     117
472     194
768     106
632      99
1257     47
480     100
570      86
312     255
1491    113
1670    113
413      99
1273    130
600      84
869      51
1453    194
1449     91
Name: 1204, dtype: int64 0.000000
1866) 504     162
815      16
296      78
348     184
261     158
811      69
192     101
11      103
658     113
1591     62
285      68
788     105
661     137
860      57
1499    116
831     102
48       88
854     132
1240     78
577      17
1517    165
1565    181
1519     43
1395     19
165     198
1024     74
1420    190
1114    149
1295     58
679      14
       ... 
1052    215
1016     56
1696     44
1337    233
282      58
1702    206
464      36
963     215
1596    156
1287     79
1599    255
1265     61
1534    173
118      20
276      78
472      24
768     176
632      32
1257    184
480      45
570      22
312     157
1491     74
1670     74
413      62
1273     50
600       4
869       3
1453    161
1449     60
Name: 1837, dtype: int64 0.000000
1867) 504     188
815     122
296      75
348     126
261      10
811      76
192      62
11       26
658     119
1591    255
285      45
788      86
661      71
860     124
1499     44
831     146
48       69
854     131
1240    251
577      71
1517     92
1565    246
1519    128
1395    125
165     239
1024    154
1420    166
1114     31
1295    255
679     171
       ... 
1052    131
1016    255
1696     75
1337    226
282     167
1702    160
464     181
963     179
1596     87
1287    128
1599    112
1265    135
1534    194
118      82
276      97
472     200
768     121
632     170
1257    187
480     119
570      95
312     187
1491     48
1670    107
413     102
1273    106
600      86
869      10
1453    182
1449     77
Name: 1206, dtype: int64 0.000000
1868) 504     188
815     157
296      79
348     118
261       9
811      86
192      25
11       34
658      30
1591    234
285      73
788      75
661      29
860      62
1499     76
831     149
48       90
854     112
1240    248
577      82
1517     91
1565    161
1519    146
1395    141
165     218
1024    113
1420    162
1114     44
1295    255
679     160
       ... 
1052    123
1016    255
1696     75
1337    231
282     147
1702    179
464     179
963     161
1596    120
1287     56
1599     67
1265    144
1534    194
118      68
276      91
472     199
768     119
632     170
1257     64
480     128
570     108
312     185
1491    223
1670    104
413     114
1273    117
600      92
869      12
1453    179
1449     74
Name: 1207, dtype: int64 0.000000
1869) 504     213
815     114
296     105
348      42
261      21
811      93
192      27
11       63
658      20
1591    215
285      47
788      91
661       8
860      48
1499    103
831     166
48       99
854      62
1240    244
577      86
1517     89
1565    136
1519    175
1395    139
165      39
1024    218
1420    163
1114    133
1295    255
679     174
       ... 
1052    116
1016    255
1696    140
1337    211
282     138
1702    151
464     184
963     187
1596    104
1287     50
1599     62
1265    165
1534    213
118      77
276     128
472     201
768      89
632     207
1257     47
480     238
570      98
312     184
1491    232
1670    110
413     118
1273     82
600     130
869      32
1453    192
1449     76
Name: 1208, dtype: int64 0.000000
1870) 504     184
815     127
296      79
348     161
261      92
811      77
192      95
11      118
658     136
1591     44
285      72
788     116
661     170
860     217
1499    144
831     115
48      112
854     136
1240    238
577      56
1517    223
1565     30
1519     37
1395     28
165     131
1024     72
1420    188
1114    114
1295     63
679      12
       ... 
1052    225
1016     36
1696     42
1337    233
282      49
1702    224
464      31
963     123
1596    240
1287    135
1599    255
1265     60
1534    227
118       3
276      45
472      19
768     187
632      56
1257    255
480      48
570      20
312      16
1491     57
1670     87
413      42
1273     65
600       3
869       3
1453    147
1449     40
Name: 1835, dtype: int64 0.000000
1871) 504     166
815      29
296      80
348      57
261      32
811      78
192      93
11       89
658     136
1591     31
285      54
788     116
661     183
860     223
1499    154
831      83
48      134
854     155
1240    225
577      91
1517    237
1565     17
1519     76
1395      7
165      71
1024     53
1420    175
1114    129
1295    120
679      14
       ... 
1052    214
1016     40
1696     42
1337    233
282      50
1702    218
464      26
963      58
1596    147
1287     70
1599    255
1265     61
1534    242
118       1
276      43
472      24
768     188
632      98
1257    255
480      73
570      11
312      17
1491     60
1670     96
413      42
1273     74
600       4
869      13
1453    171
1449     28
Name: 1834, dtype: int64 0.000000
1872) 504     173
815      11
296      76
348       4
261     173
811      15
192      74
11       93
658      12
1591     28
285      57
788     112
661      12
860     244
1499    176
831     127
48      165
854      35
1240    197
577     216
1517    247
1565     14
1519    155
1395     26
165      27
1024     76
1420    142
1114    136
1295     98
679     101
       ... 
1052    220
1016     54
1696     43
1337    233
282      59
1702    226
464      17
963      29
1596    199
1287     86
1599    255
1265     66
1534     53
118       3
276      34
472      22
768     192
632     199
1257    229
480     173
570       8
312      13
1491     89
1670    119
413      19
1273     82
600      38
869     255
1453    188
1449     64
Name: 1831, dtype: int64 0.000000
1873) 504     245
815     238
296      28
348      66
261      65
811      32
192     193
11       85
658      61
1591     85
285     252
788     213
661     235
860      44
1499    122
831     125
48      151
854     119
1240     64
577     108
1517    205
1565    120
1519    180
1395    117
165      41
1024    221
1420     27
1114    134
1295     35
679     214
       ... 
1052     85
1016     41
1696    160
1337    232
282     219
1702    211
464     138
963     206
1596     36
1287     24
1599     59
1265    141
1534    170
118      17
276     104
472     113
768     162
632     228
1257    254
480     121
570     208
312      67
1491    218
1670    119
413     204
1273     88
600     129
869      21
1453     89
1449     78
Name: 1213, dtype: int64 0.000000
1874) 504     249
815     212
296      47
348      62
261      45
811      37
192     187
11      148
658     151
1591     85
285     184
788     209
661     235
860      47
1499    112
831     156
48      133
854     113
1240     50
577     230
1517    208
1565    113
1519    150
1395    116
165      51
1024    208
1420     50
1114    117
1295     30
679     163
       ... 
1052    100
1016     25
1696    163
1337    232
282     220
1702    218
464      52
963     193
1596     57
1287     12
1599     76
1265    136
1534    188
118      18
276     129
472     130
768     117
632     252
1257    254
480     244
570     210
312      60
1491    234
1670    118
413     200
1273    132
600     124
869      18
1453     77
1449    110
Name: 1214, dtype: int64 0.000000
1875) 504     171
815       7
296      64
348      67
261     180
811      17
192      70
11       84
658       8
1591     31
285      58
788     122
661      13
860     232
1499    178
831      92
48       33
854     168
1240    204
577      40
1517    246
1565     33
1519    113
1395     16
165      25
1024     37
1420    101
1114    137
1295     86
679      37
       ... 
1052    221
1016     36
1696     39
1337    233
282      59
1702    232
464       8
963      14
1596    224
1287     83
1599    255
1265     66
1534     71
118       2
276      21
472      26
768     193
632     202
1257    226
480     172
570      11
312      68
1491    104
1670    121
413     225
1273    106
600      20
869     255
1453    189
1449     69
Name: 1830, dtype: int64 0.000000
1876) 504     253
815     121
296      18
348      95
261      23
811     147
192     192
11      158
658     215
1591     78
285     168
788     189
661     228
860      51
1499     49
831     169
48      149
854     209
1240     28
577     137
1517    149
1565     79
1519      8
1395    115
165      31
1024    184
1420     29
1114     67
1295     14
679      36
       ... 
1052     91
1016     37
1696    118
1337    232
282     221
1702    210
464      19
963     165
1596     80
1287     34
1599     73
1265    133
1534    110
118      39
276     137
472     218
768     119
632     250
1257    254
480     245
570     167
312      46
1491    238
1670    116
413     145
1273     68
600     133
869      61
1453     75
1449    181
Name: 1216, dtype: int64 0.000000
1877) 504     253
815     156
296      59
348      28
261      89
811     145
192     185
11      137
658     229
1591    130
285     167
788     192
661     233
860     224
1499     38
831     177
48      153
854     212
1240     34
577     145
1517    186
1565     55
1519      7
1395    114
165      30
1024    160
1420     54
1114     93
1295     13
679      24
       ... 
1052     80
1016     23
1696    158
1337    232
282     221
1702    225
464      66
963     156
1596      9
1287    131
1599     66
1265    141
1534    116
118      92
276     140
472     212
768     117
632     250
1257    254
480     245
570     157
312     187
1491    235
1670    118
413     149
1273      5
600     145
869     138
1453     81
1449    185
Name: 1217, dtype: int64 0.000000
1878) 504     160
815      98
296      35
348      58
261     176
811      18
192      67
11       83
658      10
1591     30
285      61
788     123
661       9
860     235
1499    193
831     137
48       57
854     194
1240    176
577       9
1517    246
1565     39
1519     89
1395      5
165      16
1024     24
1420     66
1114    145
1295     86
679      24
       ... 
1052    222
1016     42
1696     35
1337    233
282      67
1702    225
464       4
963      57
1596    139
1287     10
1599    181
1265     65
1534    116
118       2
276       5
472      64
768     221
632     188
1257    227
480     135
570       5
312      67
1491    136
1670    117
413     134
1273    130
600      69
869     255
1453    193
1449     65
Name: 1829, dtype: int64 0.000000
1879) 504      61
815     130
296     249
348      51
261      18
811     255
192     255
11       79
658      59
1591    255
285      38
788     255
661      58
860     202
1499     90
831     163
48       69
854     255
1240    121
577     192
1517     36
1565    255
1519    255
1395    255
165     189
1024    163
1420    241
1114     62
1295    141
679     243
       ... 
1052      6
1016    255
1696    255
1337    107
282     166
1702    108
464     120
963     169
1596    138
1287    220
1599    255
1265    127
1534    126
118     255
276     206
472      88
768      83
632      28
1257     64
480     106
570     252
312     255
1491     94
1670    233
413      90
1273    154
600     255
869     255
1453    115
1449     44
Name: 1198, dtype: int64 0.000000
1880) 504     178
815       5
296      86
348     158
261     181
811     233
192     255
11       72
658      46
1591     57
285     119
788      56
661      94
860     164
1499      2
831      85
48        0
854      92
1240     82
577      11
1517    228
1565    255
1519    160
1395     12
165     194
1024     44
1420    169
1114    132
1295     30
679      46
       ... 
1052    183
1016    242
1696    255
1337    221
282     172
1702    108
464     110
963     172
1596    160
1287     63
1599    255
1265     59
1534    125
118     255
276     240
472       7
768     175
632      51
1257    183
480      31
570      37
312     255
1491     34
1670    117
413      85
1273    171
600      81
869     255
1453      6
1449      6
Name: 1845, dtype: int64 0.000000
1881) 504       5
815      14
296      71
348     172
261     177
811      64
192      67
11       68
658      71
1591     49
285      94
788     163
661     176
860     223
1499    199
831     134
48      101
854      32
1240    160
577       4
1517    238
1565     51
1519     77
1395      5
165       8
1024    117
1420     26
1114    145
1295     86
679      69
       ... 
1052    225
1016     42
1696    250
1337    233
282      63
1702    222
464       2
963     126
1596     99
1287      9
1599     42
1265     71
1534    226
118       4
276       2
472      19
768     218
632      75
1257    141
480      37
570      19
312      73
1491    189
1670     99
413     224
1273    155
600      41
869     255
1453    176
1449     71
Name: 1827, dtype: int64 0.000000
1882) 504     172
815     155
296      82
348      78
261     184
811     255
192     255
11       94
658      41
1591     44
285      98
788     255
661     117
860     107
1499      0
831      97
48        0
854     255
1240    104
577      74
1517    144
1565    255
1519    252
1395     79
165     157
1024    222
1420    169
1114     89
1295     85
679      51
       ... 
1052    180
1016    255
1696    255
1337     80
282     183
1702    108
464     139
963     185
1596    170
1287     79
1599    255
1265     61
1534    102
118     255
276     127
472       7
768     166
632      34
1257     90
480      43
570     137
312     255
1491     23
1670    242
413      76
1273    234
600     255
869     255
1453      3
1449     69
Name: 1847, dtype: int64 0.000000
1883) 504     181
815      30
296      65
348     178
261     177
811      45
192      42
11      219
658     166
1591    255
285     108
788     124
661      97
860      83
1499    172
831     107
48      145
854     131
1240     30
577      48
1517    238
1565     34
1519    140
1395     84
165     226
1024     48
1420     50
1114    155
1295    132
679      13
       ... 
1052    141
1016     76
1696    255
1337    206
282     171
1702    108
464     216
963      32
1596     92
1287    166
1599    200
1265     39
1534     59
118      71
276     183
472     168
768     199
632     185
1257    255
480      22
570      61
312       2
1491     78
1670     11
413      37
1273    132
600      39
869      25
1453    120
1449    221
Name: 1858, dtype: int64 0.000000
1884) 504     188
815      43
296      55
348     178
261     172
811      44
192      51
11      216
658     169
1591    255
285      85
788     131
661      71
860     109
1499    170
831      78
48       71
854     106
1240     25
577      44
1517    228
1565     74
1519    236
1395     83
165     226
1024     74
1420     43
1114    141
1295    132
679       7
       ... 
1052    139
1016    144
1696    255
1337    206
282     175
1702    108
464     216
963      49
1596    136
1287    173
1599    171
1265     38
1534     69
118      91
276     186
472     175
768     199
632     162
1257    255
480      22
570      62
312      97
1491     55
1670      9
413      37
1273     85
600      39
869      30
1453     42
1449    196
Name: 1857, dtype: int64 0.000000
1885) 504     162
815      54
296      64
348     141
261     197
811      46
192      61
11        2
658     186
1591    255
285     137
788      68
661      50
860       4
1499     98
831     115
48       95
854      84
1240     50
577      34
1517    235
1565    211
1519    234
1395    138
165     231
1024     19
1420     49
1114     88
1295    132
679       4
       ... 
1052    125
1016    255
1696    255
1337    206
282     188
1702    108
464     208
963     155
1596    110
1287    141
1599    243
1265     17
1534     53
118     144
276     188
472     173
768      68
632     106
1257    255
480      25
570      65
312     226
1491     15
1670     10
413      32
1273    147
600      32
869     151
1453      7
1449    208
Name: 1855, dtype: int64 0.000000
1886) 504     240
815     230
296     154
348     212
261     134
811     187
192     193
11       97
658     225
1591     89
285     177
788     182
661     232
860     194
1499     39
831     115
48       96
854     215
1240    116
577     165
1517    190
1565    115
1519      9
1395     17
165      27
1024     94
1420     94
1114    122
1295    103
679      49
       ... 
1052    186
1016    163
1696    255
1337    115
282     212
1702    141
464     169
963     189
1596     12
1287    121
1599     65
1265    190
1534     31
118     144
276     150
472     221
768     151
632       2
1257    175
480      59
570     157
312     187
1491    227
1670    158
413     196
1273      4
600     130
869     113
1453    203
1449    177
Name: 1177, dtype: int64 0.000000
1887) 504     113
815      36
296      60
348      96
261     230
811     255
192     255
11        0
658     202
1591    255
285     131
788     255
661      40
860       0
1499     35
831     127
48      195
854      40
1240     66
577      33
1517    174
1565    240
1519    255
1395    171
165     231
1024    164
1420     29
1114     22
1295    132
679     255
       ... 
1052    117
1016    255
1696    255
1337    207
282     255
1702    108
464     220
963     156
1596    164
1287    146
1599    255
1265     38
1534     48
118     255
276     180
472     161
768     189
632      85
1257    255
480       7
570     241
312     255
1491     28
1670      8
413      32
1273    255
600      78
869     255
1453      5
1449    231
Name: 1853, dtype: int64 0.000000
1888) 504     253
815     228
296     157
348     235
261     130
811      83
192     193
11       75
658     243
1591     49
285     174
788     160
661     223
860     135
1499     56
831     148
48       56
854     214
1240     70
577     165
1517    217
1565     81
1519     16
1395     74
165      25
1024    119
1420     77
1114     55
1295     62
679      44
       ... 
1052    113
1016    139
1696    255
1337    162
282     214
1702    164
464     184
963     186
1596     14
1287     84
1599     58
1265    171
1534     38
118      36
276     130
472     223
768     147
632     213
1257    229
480      67
570     154
312     185
1491    228
1670    166
413     184
1273     10
600     126
869      38
1453    213
1449    141
Name: 1179, dtype: int64 0.000000
1889) 504     121
815     141
296      63
348      77
261     255
811     255
192     255
11        0
658     207
1591    255
285     103
788     255
661     255
860       0
1499     32
831     132
48      224
854     218
1240     67
577      33
1517    224
1565    165
1519    255
1395    196
165     243
1024    209
1420     16
1114     55
1295    132
679     255
       ... 
1052    111
1016    255
1696    255
1337    192
282     255
1702    108
464     255
963     109
1596     93
1287     27
1599    255
1265     47
1534    113
118     255
276     181
472     152
768     193
632      74
1257    255
480       5
570     255
312     255
1491     16
1670     19
413      30
1273    255
600     255
869     255
1453      6
1449    247
Name: 1852, dtype: int64 0.000000
1890) 504     246
815     217
296     133
348     247
261      76
811     197
192     192
11       82
658     250
1591     30
285     151
788     171
661     221
860     129
1499     60
831     149
48       60
854     219
1240    166
577     141
1517     89
1565     62
1519     33
1395     72
165      31
1024    146
1420     89
1114    154
1295     33
679      87
       ... 
1052    142
1016    169
1696    252
1337    157
282     198
1702    159
464     173
963     215
1596     65
1287     32
1599     89
1265    145
1534     44
118     122
276     166
472     222
768     154
632     208
1257    255
480     163
570     157
312     183
1491    222
1670    152
413     167
1273    143
600     120
869       5
1453    210
1449    114
Name: 1182, dtype: int64 0.000000
1891) 504     244
815     215
296     134
348     250
261      66
811     195
192     193
11       62
658     250
1591     22
285     142
788     163
661     216
860     135
1499     69
831     159
48      218
854     220
1240    205
577     155
1517     79
1565     61
1519     17
1395     66
165      36
1024    219
1420     79
1114     83
1295     58
679      88
       ... 
1052    143
1016    193
1696    216
1337    159
282     198
1702     85
464     170
963     209
1596     17
1287     34
1599     88
1265    147
1534     57
118      76
276     177
472     198
768     153
632     183
1257    255
480     169
570     179
312     180
1491    220
1670    145
413     192
1273    147
600     114
869       6
1453    211
1449    110
Name: 1183, dtype: int64 0.000000
1892) 504     243
815     214
296     135
348     238
261      52
811     189
192     192
11       69
658     250
1591     20
285     124
788     166
661     228
860     141
1499     79
831     143
48      244
854     217
1240    220
577     169
1517     52
1565     72
1519     32
1395     63
165      41
1024    222
1420     79
1114    154
1295     46
679     140
       ... 
1052    120
1016    152
1696    110
1337    165
282     215
1702    190
464     179
963     131
1596     14
1287     35
1599     61
1265    136
1534    210
118      61
276     184
472     147
768     157
632     183
1257    255
480     168
570     145
312     179
1491    218
1670    144
413     167
1273    150
600     119
869       7
1453    208
1449    121
Name: 1184, dtype: int64 0.000000
1893) 504     243
815     212
296     140
348     199
261      58
811     187
192     194
11       92
658     250
1591     37
285     199
788     164
661     211
860     139
1499     86
831     139
48      230
854     216
1240    226
577     143
1517     52
1565     76
1519     25
1395     57
165      41
1024    222
1420    219
1114    231
1295     57
679      92
       ... 
1052    127
1016    155
1696     77
1337    161
282     221
1702    222
464     170
963     190
1596     20
1287     77
1599     92
1265    134
1534    209
118      32
276     189
472     122
768     153
632     183
1257    255
480      74
570     147
312     178
1491    210
1670    145
413     181
1273    150
600     112
869      13
1453    187
1449    127
Name: 1185, dtype: int64 0.000000
1894) 504     242
815     211
296     137
348     154
261      31
811     173
192     193
11       49
658     149
1591     82
285     227
788     144
661     213
860     151
1499     87
831     136
48      216
854     216
1240    110
577     143
1517     54
1565     49
1519     32
1395     58
165      31
1024    222
1420    221
1114    230
1295    119
679      69
       ... 
1052    162
1016    168
1696     55
1337    171
282     219
1702    147
464     145
963     162
1596     12
1287     87
1599    171
1265    131
1534    205
118      36
276     192
472      84
768     148
632     183
1257    255
480     154
570     158
312     177
1491    168
1670    140
413     192
1273    161
600     104
869      19
1453    172
1449    125
Name: 1186, dtype: int64 0.000000
1895) 504     123
815     255
296     242
348      55
261     255
811     255
192     255
11        0
658     213
1591    255
285     120
788     255
661     255
860       0
1499    155
831     134
48      245
854     255
1240     72
577     200
1517    215
1565      3
1519    255
1395    249
165     255
1024    222
1420     37
1114     40
1295    132
679     255
       ... 
1052    103
1016    255
1696    255
1337     96
282     255
1702    108
464     255
963     117
1596    110
1287    125
1599    255
1265     70
1534    126
118     255
276     180
472     141
768     239
632      68
1257    255
480       8
570     255
312     255
1491     40
1670    176
413     255
1273    255
600     255
869     255
1453      7
1449    244
Name: 1851, dtype: int64 0.000000
1896) 504     243
815     163
296     135
348     253
261      10
811     165
192     195
11       75
658      92
1591     83
285     248
788     117
661     235
860     211
1499    114
831     143
48      156
854     211
1240    134
577     148
1517     54
1565     37
1519    149
1395     50
165      31
1024    222
1420    233
1114     22
1295    127
679      37
       ... 
1052     78
1016    165
1696     55
1337    121
282     185
1702    108
464     146
963     161
1596     87
1287    204
1599    172
1265    135
1534    208
118      26
276     198
472      62
768     110
632     157
1257    255
480     167
570     145
312     175
1491    174
1670    142
413     135
1273    154
600      95
869      39
1453    138
1449     70
Name: 1188, dtype: int64 0.000000
1897) 504     170
815      67
296     255
348      45
261     191
811     255
192     255
11       79
658      38
1591    248
285      85
788     255
661      70
860      90
1499      0
831     118
48        0
854     255
1240    142
577     255
1517    103
1565    214
1519    255
1395    255
165     165
1024    222
1420    193
1114    105
1295     94
679     255
       ... 
1052    177
1016    255
1696    255
1337     48
282     249
1702    108
464     140
963     117
1596    121
1287    118
1599    255
1265     62
1534    146
118     255
276     244
472       7
768     248
632      24
1257    179
480      29
570     255
312     255
1491     53
1670    247
413      83
1273    255
600     255
869     255
1453     23
1449     73
Name: 1849, dtype: int64 0.000000
1898) 504     249
815     138
296     151
348     240
261       8
811     167
192      67
11       87
658     233
1591    159
285     121
788      80
661     165
860     229
1499    188
831     164
48      187
854     209
1240    172
577     114
1517     49
1565     24
1519    255
1395     46
165      78
1024    220
1420    247
1114     43
1295     94
679     146
       ... 
1052     55
1016    240
1696    255
1337    162
282     217
1702    108
464     129
963      28
1596     25
1287     71
1599    159
1265    136
1534    189
118      37
276     200
472      63
768      90
632     114
1257    123
480     139
570     139
312     171
1491    125
1670    163
413     129
1273    147
600      94
869      59
1453    132
1449     14
Name: 1190, dtype: int64 0.000000
1899) 504     234
815     172
296     140
348     239
261       0
811     169
192      93
11       85
658      77
1591    197
285      77
788      83
661     118
860     231
1499    104
831     146
48      220
854     206
1240     66
577     105
1517     70
1565     32
1519    255
1395     42
165     185
1024    177
1420    232
1114     23
1295    102
679     180
       ... 
1052     48
1016    255
1696    255
1337    170
282     176
1702    108
464     136
963      26
1596     22
1287     45
1599    176
1265    128
1534    214
118     109
276     200
472      46
768     112
632     102
1257     25
480     147
570     114
312     169
1491    213
1670    166
413     122
1273    153
600      86
869      48
1453    117
1449     16
Name: 1191, dtype: int64 0.000000
1900) 504     175
815     220
296     252
348      68
261     186
811     255
192     255
11      119
658      40
1591    203
285     109
788     255
661      95
860      89
1499      0
831      94
48        0
854     255
1240    114
577     122
1517    131
1565    171
1519    255
1395    255
165     165
1024    222
1420    178
1114    103
1295     86
679     251
       ... 
1052    178
1016    255
1696    255
1337     97
282     165
1702    108
464     143
963     206
1596    111
1287    108
1599    255
1265     62
1534    124
118     255
276     222
472       8
768     162
632      30
1257    144
480      50
570     255
312     255
1491     31
1670    236
413      83
1273    247
600     255
869     255
1453      9
1449     89
Name: 1848, dtype: int64 0.000000
1901) 504     130
815     165
296     145
348     238
261      23
811     171
192      32
11       74
658      49
1591    180
285      27
788      75
661      80
860     229
1499     75
831     155
48      255
854     109
1240    110
577     105
1517     57
1565    156
1519    255
1395     66
165     219
1024    139
1420    235
1114    245
1295    100
679     168
       ... 
1052     34
1016    255
1696    255
1337    170
282     174
1702    108
464     151
963     123
1596     63
1287    205
1599    210
1265    131
1534    213
118     123
276     206
472      85
768     107
632      79
1257     23
480     167
570      93
312     165
1491    228
1670    174
413     103
1273    153
600      82
869       0
1453     88
1449     20
Name: 1193, dtype: int64 0.000000
1902) 504     253
815     208
296     185
348     163
261      79
811     141
192     193
11      100
658      22
1591    101
285     194
788     225
661      10
860     246
1499     58
831     100
48       92
854     213
1240     19
577     156
1517    185
1565     57
1519     26
1395     92
165      44
1024     47
1420    103
1114    253
1295     13
679      49
       ... 
1052     77
1016    167
1696    125
1337    232
282     219
1702    211
464      50
963     159
1596     82
1287     84
1599     66
1265    169
1534    135
118     137
276     169
472     208
768     128
632     237
1257    254
480      83
570     160
312     191
1491    246
1670    112
413     177
1273     74
600     146
869     161
1453     72
1449    193
Name: 1220, dtype: int64 0.000000
1903) 504      73
815       8
296      52
348     160
261     170
811      23
192      69
11       87
658      48
1591     40
285     101
788     129
661     210
860     231
1499    203
831     111
48      141
854      21
1240    236
577      15
1517    234
1565     20
1519     78
1395     25
165      16
1024    106
1420     76
1114     97
1295     80
679      45
       ... 
1052    224
1016     41
1696    210
1337    233
282      50
1702    235
464       4
963      50
1596    103
1287     46
1599     28
1265    172
1534    241
118       7
276       6
472      16
768      39
632     165
1257    121
480      62
570       7
312     135
1491    189
1670     99
413      26
1273    158
600       2
869     255
1453    165
1449     83
Name: 1826, dtype: int64 0.000000
1904) 504     250
815     225
296      69
348      24
261     154
811      99
192     177
11      161
658     247
1591    112
285     200
788     185
661     233
860     237
1499     80
831     184
48      157
854     216
1240    100
577     224
1517    205
1565     29
1519      8
1395    105
165      31
1024    169
1420     41
1114    232
1295     13
679      35
       ... 
1052    131
1016     71
1696    144
1337    232
282     218
1702    200
464     149
963     162
1596     38
1287    134
1599     75
1265    139
1534     58
118     125
276     140
472     209
768     147
632     254
1257    157
480     244
570     192
312     185
1491    226
1670    105
413     229
1273     10
600     140
869      61
1453     87
1449    185
Name: 1268, dtype: int64 0.000000
1905) 504     188
815     186
296     155
348     226
261     107
811     255
192     255
11       89
658      54
1591    255
285      49
788     130
661      70
860     219
1499    104
831     134
48      155
854     255
1240     73
577      81
1517     55
1565    255
1519    255
1395    255
165     215
1024    110
1420    241
1114    116
1295     85
679     163
       ... 
1052     15
1016    255
1696    255
1337    166
282     187
1702    108
464      96
963     183
1596    218
1287    240
1599    255
1265    123
1534    209
118     255
276     202
472     129
768     102
632      41
1257     46
480     114
570      87
312     255
1491    109
1670    225
413      94
1273     76
600      82
869      70
1453     80
1449     36
Name: 1246, dtype: int64 0.000000
1906) 504     183
815     182
296     246
348      56
261      98
811     255
192     255
11       49
658      54
1591    255
285      78
788     255
661      56
860     214
1499     95
831     140
48      182
854     255
1240     96
577     191
1517     37
1565    255
1519    255
1395    255
165     189
1024    174
1420    235
1114     66
1295    103
679     243
       ... 
1052      7
1016    255
1696    255
1337    107
282     169
1702    108
464     139
963     168
1596    128
1287    187
1599    255
1265    120
1534    171
118     255
276     209
472     109
768      83
632      28
1257     21
480     116
570     251
312     255
1491     79
1670    230
413      90
1273    147
600     255
869     159
1453    107
1449     46
Name: 1248, dtype: int64 0.000000
1907) 504      18
815      34
296     249
348      65
261     208
811     255
192     255
11        0
658      37
1591    255
285     240
788     255
661      49
860       0
1499      0
831     103
48        0
854     255
1240    117
577     227
1517    176
1565      0
1519    255
1395     50
165      45
1024    222
1420     41
1114    154
1295     44
679     251
       ... 
1052    187
1016    255
1696    255
1337     32
282     131
1702    153
464     172
963     171
1596    233
1287    122
1599    255
1265     38
1534    144
118     255
276     214
472      38
768       1
632      23
1257    255
480     196
570     255
312     255
1491     28
1670    215
413      37
1273    255
600     255
869     255
1453     22
1449    207
Name: 2498, dtype: int64 0.000000
1908) 504     196
815     255
296     255
348      44
261     255
811     255
192     255
11      251
658     237
1591    255
285      86
788     255
661     255
860      26
1499    209
831     139
48      224
854     255
1240    220
577     255
1517     83
1565    255
1519    255
1395    255
165     255
1024    166
1420    135
1114    116
1295     13
679     255
       ... 
1052     41
1016    255
1696    229
1337     49
282     255
1702    108
464     255
963     145
1596    194
1287    174
1599    161
1265    115
1534    218
118     255
276     184
472     185
768     255
632      59
1257    255
480     255
570     255
312     255
1491    100
1670    139
413     255
1273    192
600     255
869     255
1453    226
1449     81
Name: 1250, dtype: int64 0.000000
1909) 504     200
815     255
296     243
348      57
261     255
811     255
192     255
11      247
658     130
1591    255
285      59
788     255
661     255
860      72
1499    208
831     139
48       70
854     255
1240    250
577     212
1517    113
1565    255
1519    255
1395    255
165     255
1024    187
1420    146
1114    137
1295    187
679     255
       ... 
1052     82
1016    255
1696    141
1337     99
282     255
1702    108
464     255
963     139
1596    205
1287    165
1599     97
1265    116
1534    210
118     255
276     132
472     185
768     222
632      67
1257    255
480      33
570     255
312     255
1491    121
1670    128
413     255
1273     36
600     255
869     157
1453    218
1449     86
Name: 1251, dtype: int64 0.000000
1910) 504     203
815     154
296      86
348      56
261     255
811     255
192     255
11      206
658     135
1591    255
285      42
788     255
661     255
860      70
1499    208
831     150
48      101
854     207
1240    252
577      61
1517     87
1565    255
1519    255
1395    255
165     248
1024    183
1420    141
1114     34
1295    255
679     255
       ... 
1052     48
1016    255
1696    116
1337    207
282     255
1702    108
464     255
963      18
1596    163
1287    167
1599     63
1265    118
1534    180
118     255
276     130
472     195
768     114
632      78
1257    199
480      80
570     255
312     255
1491    105
1670    121
413      95
1273     84
600     255
869      89
1453    211
1449     70
Name: 1252, dtype: int64 0.000000
1911) 504     218
815      20
296      74
348     181
261     189
811      59
192      61
11      112
658     149
1591    244
285      80
788     168
661     180
860      81
1499    170
831     111
48       63
854     152
1240     58
577      45
1517    228
1565     60
1519     77
1395     21
165     218
1024     28
1420     48
1114     25
1295    141
679      50
       ... 
1052     87
1016    151
1696    255
1337    233
282     173
1702    180
464     204
963     105
1596    135
1287    184
1599    102
1265     83
1534     79
118      40
276     176
472     177
768     197
632     200
1257    255
480      60
570      68
312      32
1491    110
1670     13
413      32
1273    110
600      31
869      38
1453    160
1449    231
Name: 1810, dtype: int64 0.000000
1912) 504     206
815      76
296      67
348     105
261      20
811      90
192      79
11       25
658     122
1591    255
285      67
788      86
661      51
860     119
1499     50
831     167
48       74
854     122
1240    245
577      63
1517     85
1565    255
1519    253
1395    114
165     240
1024    146
1420    175
1114    157
1295    255
679      98
       ... 
1052    128
1016    255
1696    123
1337    197
282     160
1702     97
464     188
963     169
1596    175
1287     73
1599    123
1265    123
1534    177
118     160
276     162
472     179
768     137
632     113
1257    100
480     115
570      87
312     233
1491    124
1670    119
413      98
1273    129
600      79
869      45
1453    191
1449     56
Name: 1255, dtype: int64 0.000000
1913) 504     207
815      83
296      74
348     125
261      11
811     144
192      70
11       25
658     120
1591    248
285      55
788      84
661      59
860      95
1499     56
831     174
48       75
854     125
1240    245
577      71
1517     59
1565    204
1519    251
1395    135
165     235
1024    121
1420    164
1114    165
1295    255
679     152
       ... 
1052    109
1016    255
1696    112
1337    231
282     156
1702    101
464     186
963     169
1596     97
1287    112
1599     66
1265    124
1534    175
118      70
276     167
472     182
768     140
632     127
1257    201
480     120
570     148
312     188
1491    176
1670    120
413     105
1273    119
600      90
869      50
1453    178
1449     54
Name: 1256, dtype: int64 0.000000
1914) 504     209
815     119
296      74
348     141
261      13
811     128
192      11
11       24
658     106
1591    138
285      77
788      72
661     110
860      48
1499     95
831     186
48       81
854      58
1240    243
577      79
1517     57
1565    196
1519    238
1395    135
165     192
1024    120
1420    150
1114    116
1295    255
679     127
       ... 
1052    106
1016    255
1696     82
1337    230
282     153
1702    159
464     193
963     198
1596     84
1287    116
1599     64
1265    130
1534    199
118      78
276     127
472     190
768     147
632     162
1257     59
480     119
570      85
312     188
1491    225
1670    121
413     125
1273    105
600      88
869      54
1453    180
1449     48
Name: 1257, dtype: int64 0.000000
1915) 504     223
815      18
296      62
348     175
261     189
811      58
192      65
11      243
658     165
1591    255
285      86
788     166
661     117
860     118
1499    174
831     104
48       70
854     130
1240    160
577      41
1517    245
1565     57
1519     96
1395     51
165     226
1024     70
1420     50
1114    138
1295    141
679      55
       ... 
1052    137
1016    179
1696    255
1337    233
282     171
1702    108
464     201
963      35
1596     91
1287     69
1599    105
1265     44
1534    140
118      75
276     179
472     143
768     195
632     206
1257    255
480      21
570      62
312       5
1491     81
1670      9
413      65
1273    129
600      51
869      27
1453    144
1449    238
Name: 1808, dtype: int64 0.000000
1916) 504     237
815     205
296     109
348      18
261      32
811      83
192      30
11      137
658      16
1591    145
285      94
788     118
661       9
860      77
1499    247
831     157
48       84
854      26
1240    237
577     218
1517    166
1565     97
1519    255
1395    119
165      42
1024    222
1420    168
1114     65
1295    255
679     207
       ... 
1052     76
1016    225
1696    142
1337    218
282     137
1702    179
464     195
963     158
1596    112
1287     62
1599     66
1265    125
1534    205
118      98
276     106
472     201
768     177
632     245
1257     50
480     238
570     111
312     186
1491    229
1670    121
413     232
1273     87
600     161
869      32
1453    195
1449     36
Name: 1259, dtype: int64 0.000000
1917) 504     237
815      31
296      61
348      94
261     106
811      71
192     134
11       63
658      20
1591    113
285      89
788     117
661     132
860      83
1499    245
831     139
48       90
854      79
1240    220
577     189
1517    152
1565    126
1519    255
1395    118
165      43
1024    222
1420    170
1114     61
1295    200
679     128
       ... 
1052     90
1016    169
1696    140
1337    232
282     149
1702    170
464     111
963     187
1596     26
1287     19
1599     55
1265    132
1534    216
118      88
276      91
472     164
768     101
632     144
1257    162
480     236
570     206
312      77
1491    236
1670    124
413     233
1273     90
600     182
869      37
1453    196
1449     39
Name: 1260, dtype: int64 0.000000
1918) 504     225
815      30
296      72
348     165
261     191
811      52
192      38
11      229
658     169
1591    255
285     102
788     168
661      69
860     157
1499    171
831      86
48      189
854     106
1240    162
577      49
1517    238
1565     60
1519    131
1395     35
165     227
1024     56
1420     54
1114    140
1295    141
679      43
       ... 
1052    135
1016    166
1696    255
1337    233
282     166
1702    108
464     199
963      51
1596    140
1287     66
1599    109
1265     42
1534     88
118      78
276     179
472     128
768     197
632     177
1257    255
480      22
570      62
312      74
1491     64
1670     10
413      29
1273    123
600      66
869      25
1453     94
1449    205
Name: 1807, dtype: int64 0.000000
1919) 504     245
815     174
296      20
348     169
261     108
811      83
192     192
11      136
658     104
1591     88
285     232
788     205
661     238
860      83
1499    175
831     175
48      162
854     152
1240     46
577     228
1517    179
1565    123
1519    255
1395    113
165      41
1024    222
1420     54
1114    158
1295    111
679     210
       ... 
1052    100
1016     31
1696    115
1337    232
282     211
1702    204
464     210
963     194
1596     52
1287     25
1599     62
1265    133
1534    160
118      17
276     151
472     126
768     185
632     136
1257    144
480      89
570     208
312      86
1491    233
1670    134
413     238
1273    107
600     201
869      23
1453    135
1449     68
Name: 1262, dtype: int64 0.000000
1920) 504     226
815       6
296      76
348     149
261     194
811      50
192      52
11      220
658     177
1591    255
285     123
788     166
661      58
860      95
1499    165
831      82
48       59
854     106
1240    136
577      63
1517    217
1565    124
1519    160
1395     89
165     234
1024     71
1420     47
1114    124
1295    141
679      37
       ... 
1052    127
1016    182
1696    255
1337    233
282     173
1702    108
464     200
963      25
1596     96
1287    123
1599    170
1265     35
1534     67
118      60
276     173
472     120
768      50
632     126
1257    255
480      18
570      55
312     125
1491     27
1670      9
413     185
1273     78
600      14
869      63
1453     50
1449    214
Name: 1806, dtype: int64 0.000000
1921) 504     253
815     238
296      55
348      26
261      99
811      94
192     129
11      143
658     250
1591     85
285     243
788     188
661     239
860      39
1499     83
831     186
48      143
854     206
1240     43
577     196
1517    193
1565     97
1519    106
1395    109
165      43
1024    222
1420     33
1114    136
1295     32
679     203
       ... 
1052    102
1016     27
1696    212
1337    232
282     210
1702    183
464      38
963     179
1596     27
1287     20
1599     71
1265    131
1534    144
118      24
276     116
472      99
768     153
632     253
1257    160
480     246
570     211
312      55
1491    236
1670    131
413     240
1273    146
600     132
869      88
1453     95
1449    108
Name: 1264, dtype: int64 0.000000
1922) 504     253
815     228
296      80
348     181
261      68
811     110
192     177
11      151
658     250
1591     82
285     175
788     172
661     239
860      51
1499     68
831     186
48      144
854     214
1240     39
577     227
1517    211
1565     79
1519    108
1395    108
165      39
1024    222
1420     65
1114    125
1295     22
679     155
       ... 
1052     84
1016     23
1696    143
1337    232
282     218
1702    205
464      16
963     169
1596     65
1287     22
1599     62
1265    132
1534    125
118      33
276     122
472     113
768     137
632     253
1257    163
480     246
570     209
312      41
1491    241
1670    132
413     229
1273    146
600     136
869     151
1453     88
1449    114
Name: 1265, dtype: int64 0.000000
1923) 504     225
815      17
296      79
348     133
261     202
811     255
192     255
11        5
658     197
1591    255
285     100
788     187
661      39
860       0
1499     65
831      75
48       85
854      54
1240     69
577      44
1517    108
1565    249
1519    164
1395    181
165     231
1024    155
1420     51
1114     81
1295    141
679     171
       ... 
1052    116
1016    255
1696    255
1337    233
282     235
1702    108
464     207
963     240
1596     66
1287    229
1599    203
1265     50
1534     68
118     255
276     168
472     101
768      89
632      90
1257    255
480      14
570      66
312     255
1491     17
1670     10
413      49
1273    161
600      13
869     234
1453      4
1449    233
Name: 1804, dtype: int64 0.000000
1924) 504     223
815     132
296      81
348      98
261     255
811     255
192     255
11        0
658     212
1591    255
285     148
788     255
661     255
860       0
1499     85
831      86
48      211
854     217
1240    121
577      40
1517    156
1565    187
1519    255
1395    191
165     244
1024    209
1420     22
1114     46
1295    141
679     255
       ... 
1052    103
1016    255
1696    255
1337    196
282     255
1702    108
464     255
963     147
1596     74
1287    122
1599    255
1265     21
1534    125
118     255
276     151
472      66
768     187
632      79
1257    255
480      12
570     255
312     255
1491     33
1670     45
413      37
1273    227
600     255
869     255
1453      7
1449    213
Name: 1802, dtype: int64 0.000000
1925) 504     188
815     181
296     160
348     211
261     122
811     255
192     255
11       81
658      53
1591    255
285      60
788     255
661      62
860     211
1499     93
831     143
48      141
854     255
1240     84
577      93
1517     42
1565    255
1519    255
1395    255
165     202
1024    166
1420    245
1114     82
1295     77
679     165
       ... 
1052      3
1016    255
1696    255
1337    123
282     202
1702    108
464      98
963     225
1596    218
1287    220
1599    255
1265    122
1534    161
118     255
276     202
472     126
768      88
632      36
1257     32
480      59
570     175
312     255
1491     94
1670    229
413      98
1273    140
600     255
869     140
1453     87
1449     39
Name: 1247, dtype: int64 0.000000
1926) 504     192
815     147
296     148
348     232
261      35
811     233
192     255
11       86
658      49
1591    255
285      60
788      77
661      99
860     213
1499     88
831     132
48      218
854     124
1240     71
577      77
1517     42
1565    254
1519    255
1395     98
165     218
1024    144
1420    238
1114     67
1295    107
679     161
       ... 
1052      7
1016    255
1696    255
1337    219
282     175
1702    108
464     126
963     177
1596    224
1287    223
1599    203
1265    127
1534    197
118     255
276     204
472     147
768     103
632      52
1257     66
480     128
570      87
312     255
1491    207
1670    215
413     100
1273     93
600      49
869       7
1453    104
1449     36
Name: 1245, dtype: int64 0.000000
1927) 504     253
815     231
296     234
348     230
261     151
811     120
192     191
11      124
658      13
1591     39
285     205
788     225
661       5
860      50
1499     43
831     134
48      144
854       3
1240     27
577     176
1517    128
1565    114
1519      7
1395     16
165      42
1024    102
1420    115
1114    132
1295     33
679     182
       ... 
1052    169
1016    255
1696    255
1337    232
282     218
1702    253
464      94
963     176
1596    243
1287     47
1599     41
1265    178
1534     38
118     148
276     148
472     203
768     123
632     219
1257     57
480      70
570     147
312     192
1491    241
1670    102
413     165
1273     62
600     136
869      51
1453     80
1449    179
Name: 1223, dtype: int64 0.000000
1928) 504     186
815     198
296     144
348     235
261      14
811     176
192     192
11       67
658      49
1591    255
285      62
788      73
661      78
860     211
1499     72
831     137
48      237
854      84
1240     42
577      97
1517     55
1565    162
1519    255
1395    148
165     218
1024    154
1420    237
1114     80
1295    130
679     173
       ... 
1052     23
1016    255
1696    255
1337    232
282     167
1702    108
464     146
963     188
1596    228
1287     77
1599    163
1265    130
1534    212
118     178
276     210
472     151
768     106
632      66
1257     61
480     127
570      93
312     194
1491    225
1670    205
413      98
1273    101
600      75
869       0
1453    129
1449     24
Name: 1244, dtype: int64 0.000000
1929) 504     205
815     123
296       8
348     187
261     167
811      68
192       1
11       87
658      81
1591    145
285      85
788     130
661     222
860     159
1499    188
831      28
48      154
854     197
1240     30
577      47
1517    194
1565     61
1519     83
1395     12
165      42
1024     19
1420     27
1114    189
1295    141
679      29
       ... 
1052     74
1016    190
1696    253
1337    233
282       1
1702    191
464      59
963      33
1596    128
1287    180
1599    101
1265    105
1534     61
118      38
276      51
472      36
768     130
632     202
1257     25
480     126
570      36
312      20
1491    189
1670     60
413      72
1273    132
600       4
869     255
1453    154
1449    112
Name: 1822, dtype: int64 0.000000
1930) 504     253
815     229
296     231
348     243
261     132
811     136
192     193
11       85
658     186
1591    157
285       1
788     226
661     237
860     152
1499     41
831     115
48      171
854       5
1240     94
577     167
1517    112
1565    118
1519      3
1395     13
165      33
1024     97
1420    116
1114     89
1295     40
679     174
       ... 
1052    130
1016    255
1696    255
1337    232
282     216
1702    252
464     121
963     176
1596    104
1287     90
1599     57
1265    179
1534     28
118     144
276     164
472     214
768     129
632       1
1257     77
480      39
570     163
312     191
1491    239
1670    120
413     165
1273      8
600     124
869      16
1453     99
1449    182
Name: 1225, dtype: int64 0.000000
1931) 504     216
815       9
296     101
348     176
261     158
811      74
192      28
11      110
658      84
1591    255
285      98
788     144
661     198
860     189
1499    164
831     120
48       50
854     197
1240     23
577      80
1517    201
1565     21
1519     87
1395      6
165      28
1024     69
1420     65
1114    119
1295    141
679      35
       ... 
1052     57
1016    178
1696    255
1337    233
282      30
1702    191
464     157
963     226
1596     88
1287    107
1599    186
1265    104
1534     15
118      58
276     135
472     194
768     193
632     206
1257    138
480     118
570      80
312       9
1491    182
1670     41
413      68
1273    131
600       4
869     255
1453    145
1449    112
Name: 1820, dtype: int64 0.000000
1932) 504     218
815      17
296     103
348     192
261     150
811      69
192       7
11      118
658      90
1591    255
285      52
788     154
661     192
860     130
1499    147
831     142
48      123
854     197
1240     20
577      47
1517    175
1565     74
1519     98
1395     46
165      31
1024     92
1420     90
1114     70
1295    141
679      55
       ... 
1052     43
1016    170
1696    255
1337    233
282      64
1702    194
464     193
963     151
1596     96
1287    110
1599    246
1265     89
1534     43
118      58
276     169
472     196
768     190
632     196
1257     25
480     126
570      22
312      11
1491    185
1670     38
413      74
1273     93
600       4
869     255
1453    125
1449    116
Name: 1819, dtype: int64 0.000000
1933) 504     252
815     231
296     200
348     249
261     107
811     134
192     192
11      107
658     247
1591    127
285     171
788     210
661     238
860     139
1499     60
831     115
48       90
854     208
1240    111
577     182
1517    196
1565     96
1519     26
1395     37
165      25
1024    106
1420     45
1114    120
1295     99
679     167
       ... 
1052    156
1016     79
1696    255
1337    223
282     166
1702     80
464     140
963     229
1596     34
1287     90
1599     54
1265    143
1534     21
118      43
276     181
472     207
768     127
632     227
1257     87
480     173
570     162
312     188
1491    236
1670    166
413     159
1273      4
600     133
869      10
1453    141
1449    155
Name: 1228, dtype: int64 0.000000
1934) 504     250
815     232
296     189
348     249
261     100
811     112
192     194
11       63
658     245
1591     51
285     166
788     174
661     184
860     135
1499     64
831     108
48       72
854     208
1240     66
577     170
1517    220
1565     81
1519     28
1395     72
165      25
1024    182
1420     35
1114     58
1295     95
679     161
       ... 
1052    155
1016     54
1696    255
1337    232
282     183
1702     91
464     156
963     162
1596     11
1287    133
1599     58
1265    153
1534     31
118      24
276     172
472     201
768     133
632     219
1257    230
480      78
570     159
312     187
1491    232
1670    166
413     181
1273     49
600     125
869      11
1453    160
1449    134
Name: 1229, dtype: int64 0.000000
1935) 504     247
815     226
296     167
348     250
261      96
811     106
192     195
11       90
658     247
1591     38
285     197
788     216
661     150
860     135
1499     58
831     105
48       48
854     169
1240     67
577     172
1517    182
1565     55
1519     34
1395     75
165      26
1024    188
1420     45
1114     81
1295    103
679     155
       ... 
1052    152
1016     83
1696    255
1337    232
282     162
1702     93
464     174
963     159
1596    106
1287    164
1599     70
1265    154
1534     26
118      33
276     165
472     200
768     131
632     216
1257    254
480      82
570     156
312     187
1491    230
1670    166
413     174
1273    135
600     119
869       9
1453    166
1449    106
Name: 1230, dtype: int64 0.000000
1936) 504     219
815      84
296     104
348     194
261     153
811      68
192      72
11      118
658     102
1591    255
285      62
788     150
661     190
860     142
1499    172
831     148
48       89
854     194
1240     24
577      53
1517    156
1565    123
1519     96
1395      4
165     163
1024     93
1420    127
1114    209
1295    141
679      59
       ... 
1052     33
1016    150
1696    255
1337    233
282     122
1702    208
464     193
963     118
1596    186
1287    119
1599    255
1265     86
1534     19
118      66
276     171
472     198
768     188
632     218
1257     57
480      88
570      67
312      12
1491    164
1670     36
413      84
1273    113
600       4
869     255
1453    118
1449    120
Name: 1818, dtype: int64 0.000000
1937) 504     221
815      81
296     104
348     176
261     163
811      60
192      58
11       96
658     116
1591    255
285     112
788     162
661     190
860      46
1499    168
831     146
48       61
854     193
1240    157
577      50
1517    116
1565    138
1519     77
1395     56
165     202
1024     87
1420    111
1114    199
1295    141
679      61
       ... 
1052     26
1016     51
1696    255
1337    233
282     138
1702    205
464     204
963     141
1596    132
1287    166
1599    255
1265     87
1534     40
118      96
276     175
472     196
768     194
632     196
1257     63
480     138
570      94
312      18
1491    123
1670     17
413      76
1273    135
600       5
869     255
1453    133
1449    113
Name: 1816, dtype: int64 0.000000
1938) 504     243
815     223
296     138
348     247
261      41
811     146
192     196
11      105
658     231
1591     37
285     247
788     211
661     159
860     138
1499     77
831      93
48      115
854     214
1240    209
577     159
1517     88
1565     65
1519     21
1395     63
165      28
1024    222
1420     71
1114     42
1295     50
679     167
       ... 
1052    152
1016    157
1696    147
1337    232
282     132
1702    118
464     146
963     186
1596     46
1287     90
1599     70
1265    141
1534     62
118      23
276     146
472     165
768     138
632     187
1257    255
480     173
570     179
312     183
1491    227
1670    148
413     192
1273    128
600     127
869      40
1453    182
1449     80
Name: 1233, dtype: int64 0.000000
1939) 504     241
815     221
296     131
348     205
261      62
811     145
192     197
11       62
658     228
1591     34
285     250
788     219
661     237
860     146
1499     73
831      54
48      226
854     212
1240    225
577     171
1517     60
1565     73
1519     33
1395     62
165      29
1024    222
1420     73
1114    150
1295     48
679     179
       ... 
1052    147
1016     91
1696     96
1337    232
282     211
1702    127
464     165
963     121
1596     23
1287    162
1599     66
1265    130
1534    122
118      25
276     156
472     163
768     140
632     181
1257    255
480     166
570     186
312     181
1491    225
1670    142
413     167
1273    137
600     116
869      51
1453    181
1449     99
Name: 1234, dtype: int64 0.000000
1940) 504     240
815     220
296     138
348     148
261      25
811     144
192     197
11       58
658     213
1591     47
285     249
788     218
661     134
860     155
1499     75
831      72
48      247
854     210
1240    225
577     158
1517     90
1565     84
1519     22
1395     56
165      38
1024    222
1420    225
1114    219
1295     49
679     115
       ... 
1052    150
1016     78
1696     66
1337    232
282     216
1702    188
464     168
963     163
1596     12
1287    235
1599     66
1265    133
1534    175
118      19
276     163
472     141
768     140
632     183
1257    254
480      75
570     194
312     179
1491    225
1670    134
413     173
1273    147
600     103
869      56
1453    172
1449    103
Name: 1235, dtype: int64 0.000000
1941) 504     241
815     218
296     132
348     200
261      13
811     140
192     197
11       59
658     167
1591     52
285     252
788     210
661     167
860     203
1499     79
831     102
48      221
854     207
1240    111
577     137
1517    126
1565     73
1519     28
1395     54
165      22
1024    222
1420    232
1114    211
1295     49
679     150
       ... 
1052    146
1016    118
1696     63
1337    232
282     195
1702    241
464     147
963     143
1596     37
1287    204
1599    151
1265    134
1534    191
118      15
276     172
472     131
768     131
632     183
1257    254
480     165
570     205
312     180
1491    224
1670    136
413     180
1273    145
600     111
869      83
1453    173
1449     97
Name: 1236, dtype: int64 0.000000
1942) 504     242
815     115
296     135
348     244
261       4
811     150
192     199
11       58
658     171
1591     57
285     251
788     203
661     236
860     219
1499    149
831     140
48      212
854     205
1240     87
577     138
1517     88
1565     38
1519    168
1395     47
165      10
1024    222
1420    229
1114     28
1295    129
679      32
       ... 
1052    148
1016    109
1696     95
1337    219
282     158
1702     97
464     158
963     153
1596     17
1287    217
1599    157
1265    128
1534    204
118      12
276     188
472     123
768      90
632     157
1257    255
480     173
570     206
312     178
1491    223
1670    147
413     130
1273    144
600     102
869      98
1453    162
1449     70
Name: 1238, dtype: int64 0.000000
1943) 504     241
815     122
296     131
348      39
261       6
811     149
192     199
11       49
658      83
1591     62
285     251
788     174
661     230
860     227
1499    189
831     143
48      126
854     204
1240     93
577     138
1517     63
1565     34
1519    116
1395     48
165      20
1024    222
1420    238
1114     87
1295    140
679      22
       ... 
1052    165
1016    199
1696    246
1337    222
282     218
1702    109
464     145
963      19
1596      9
1287    232
1599    210
1265    121
1534    212
118      36
276     191
472     132
768      92
632     143
1257    142
480     146
570     202
312     176
1491    223
1670    159
413     140
1273    140
600      95
869     103
1453    161
1449     13
Name: 1239, dtype: int64 0.000000
1944) 504     246
815     146
296     140
348     106
261       7
811     159
192     146
11       56
658     153
1591     62
285     120
788      99
661     231
860     236
1499    122
831     150
48       87
854     202
1240    122
577     124
1517     64
1565     36
1519    255
1395     42
165      26
1024    219
1420    241
1114    126
1295    145
679     145
       ... 
1052    111
1016    185
1696    255
1337    232
282     218
1702    108
464     130
963      28
1596     21
1287     60
1599    190
1265    128
1534    216
118      62
276     194
472     133
768      92
632     114
1257     13
480     126
570     177
312     175
1491    227
1670    168
413     123
1273    138
600     113
869      77
1453    158
1449     14
Name: 1240, dtype: int64 0.000000
1945) 504     249
815     206
296     138
348     238
261       1
811     159
192      34
11       84
658      35
1591    151
285     112
788      90
661     114
860     233
1499     58
831     142
48      210
854     183
1240    109
577     133
1517     42
1565     47
1519    255
1395     38
165     166
1024    194
1420    231
1114     15
1295    121
679     180
       ... 
1052     45
1016    255
1696    255
1337    232
282     187
1702    108
464     135
963      16
1596     18
1287     55
1599    157
1265    126
1534    203
118      46
276     197
472     124
768      92
632     102
1257     14
480     147
570     108
312     172
1491    231
1670    173
413     122
1273    129
600      84
869      38
1453    159
1449     21
Name: 1241, dtype: int64 0.000000
1946) 504     221
815      83
296      76
348     177
261     173
811      64
192      55
11      130
658     131
1591    255
285      69
788     166
661     171
860      64
1499     54
831     138
48      151
854     176
1240     46
577      57
1517     40
1565    128
1519     74
1395      6
165     218
1024     73
1420     41
1114    191
1295    141
679      49
       ... 
1052     16
1016    137
1696    255
1337    233
282     144
1702    233
464     204
963      40
1596    164
1287     58
1599    132
1265     77
1534     55
118      58
276     180
472     190
768     195
632     227
1257    254
480      80
570      81
312      29
1491     89
1670      9
413      53
1273    147
600      30
869     255
1453    110
1449    114
Name: 1812, dtype: int64 0.000000
1947) 504     219
815      61
296      67
348     185
261     179
811      61
192      62
11       61
658     123
1591    183
285      84
788     168
661     171
860      63
1499     86
831     125
48       78
854     176
1240    198
577      42
1517    140
1565    112
1519     78
1395     46
165     212
1024     16
1420     53
1114     86
1295    141
679      49
       ... 
1052     11
1016    122
1696    255
1337    233
282     150
1702    226
464     208
963     158
1596    145
1287    160
1599     51
1265     64
1534     75
118      53
276     182
472     186
768     197
632     220
1257    255
480      73
570      72
312      30
1491     98
1670     10
413      30
1273     83
600      38
869     117
1453    155
1449    216
Name: 1811, dtype: int64 0.000000
1948) 504     219
815     227
296     130
348      10
261       7
811     116
192     165
11      111
658     107
1591    141
285     240
788     167
661      21
860     156
1499     96
831      12
48      156
854     215
1240     61
577     236
1517    242
1565     22
1519     34
1395     92
165      38
1024     95
1420     88
1114    149
1295     23
679     201
       ... 
1052    174
1016     33
1696    253
1337    232
282      20
1702    190
464     141
963     208
1596      8
1287     85
1599     80
1265    125
1534     91
118      25
276     155
472     251
768     240
632     251
1257     46
480     245
570     216
312      74
1491    249
1670     57
413     239
1273      9
600     216
869      58
1453    144
1449    115
Name: 1370, dtype: int64 0.000000
1949) 504     221
815     232
296     224
348      37
261       8
811     109
192     159
11      121
658      58
1591    167
285     248
788     176
661      12
860     127
1499     66
831      32
48      157
854     213
1240    162
577     234
1517    234
1565     23
1519     26
1395     70
165      39
1024     95
1420     96
1114    158
1295     21
679     200
       ... 
1052    174
1016    252
1696    253
1337    232
282      22
1702    100
464     150
963     147
1596     42
1287    106
1599     82
1265    189
1534     97
118      63
276     161
472     251
768     240
632     244
1257    153
480     245
570     217
312     149
1491    249
1670     53
413     239
1273      4
600     215
869      78
1453    152
1449    123
Name: 1371, dtype: int64 0.000000
1950) 504     219
815     232
296     230
348     150
261      39
811     106
192     160
11       64
658      52
1591    210
285     251
788     184
661       4
860     141
1499     61
831      18
48      117
854     185
1240    124
577     236
1517    173
1565     89
1519     20
1395     29
165      39
1024     94
1420     82
1114    144
1295     27
679     199
       ... 
1052    174
1016    255
1696    255
1337    232
282      17
1702    158
464     133
963     163
1596     41
1287     57
1599     58
1265    186
1534     96
118      63
276     162
472     250
768     241
632     171
1257    255
480     245
570     218
312     139
1491    253
1670     40
413     238
1273      8
600     216
869      80
1453    158
1449    157
Name: 1372, dtype: int64 0.000000
1951) 504     202
815     183
296     109
348      10
261     159
811      11
192      84
11       64
658      79
1591      9
285      43
788     169
661     161
860     171
1499    105
831      20
48       99
854     162
1240    101
577     222
1517     66
1565    147
1519     56
1395     32
165      17
1024     77
1420    212
1114     37
1295     83
679     207
       ... 
1052    201
1016     58
1696     21
1337    232
282      30
1702    118
464      94
963      67
1596     94
1287    186
1599    175
1265     70
1534    226
118      31
276      13
472      88
768     216
632     247
1257    171
480      57
570      17
312      97
1491    126
1670    130
413     157
1273     67
600     196
869      50
1453    190
1449     50
Name: 1637, dtype: int64 0.000000
1952) 504     193
815     201
296      99
348       7
261     150
811      10
192      76
11       58
658      68
1591    165
285      33
788     179
661     183
860     186
1499    113
831      13
48      102
854     156
1240     72
577     222
1517     53
1565     46
1519     54
1395     34
165      19
1024     55
1420    209
1114     42
1295    103
679     206
       ... 
1052    206
1016     38
1696     21
1337    232
282      26
1702    118
464      49
963     116
1596    176
1287     91
1599    163
1265     69
1534    216
118      30
276      10
472     127
768     214
632     245
1257    168
480      59
570       6
312      60
1491    116
1670    139
413     177
1273     76
600     168
869      86
1453    180
1449     44
Name: 1636, dtype: int64 0.000000
1953) 504     214
815      71
296     106
348     161
261     110
811      43
192     105
11      204
658     146
1591     83
285      78
788     174
661     147
860      44
1499     69
831     221
48       77
854     171
1240     99
577      45
1517    185
1565    126
1519    252
1395    101
165      52
1024     34
1420    157
1114     76
1295    255
679      45
       ... 
1052     13
1016    255
1696    255
1337    232
282     157
1702    108
464     212
963     200
1596    139
1287    153
1599     74
1265    101
1534    183
118     132
276      92
472      68
768     101
632     207
1257     61
480     133
570     133
312     150
1491    151
1670     63
413      87
1273    108
600       7
869      22
1453    187
1449     99
Name: 1509, dtype: int64 0.000000
1954) 504     168
815      19
296      85
348     172
261     148
811      21
192      93
11      114
658      88
1591     49
285      78
788     147
661      87
860      63
1499    234
831     220
48       82
854      59
1240     34
577      35
1517    107
1565    120
1519    244
1395     99
165      53
1024     96
1420    158
1114     64
1295    255
679     130
       ... 
1052     24
1016    223
1696    255
1337    232
282     153
1702    108
464     206
963     179
1596     96
1287    143
1599     50
1265     99
1534     92
118     131
276      59
472     177
768     104
632     208
1257     62
480      82
570     151
312      85
1491    211
1670     65
413      52
1273    122
600      20
869      35
1453    187
1449    108
Name: 1510, dtype: int64 0.000000
1955) 504     193
815     208
296      96
348       6
261      18
811       9
192      65
11       50
658      96
1591    243
285      37
788     188
661     191
860     219
1499    204
831      23
48       94
854     152
1240     89
577     222
1517    105
1565     42
1519     48
1395     37
165       9
1024     80
1420    210
1114    125
1295     87
679     209
       ... 
1052    212
1016     65
1696     34
1337    232
282      18
1702    124
464      26
963      30
1596    116
1287    111
1599    174
1265     71
1534    141
118      29
276       6
472     177
768     215
632     242
1257    140
480      37
570       7
312      32
1491    126
1670     61
413      73
1273     80
600     174
869     224
1453    199
1449     22
Name: 1634, dtype: int64 0.000000
1956) 504     140
815      50
296      93
348      37
261      22
811      30
192      47
11       31
658      19
1591     58
285       3
788     116
661      14
860      45
1499    248
831     213
48       90
854      19
1240    136
577     213
1517     78
1565    121
1519    134
1395     98
165      39
1024     64
1420     53
1114     51
1295    255
679     148
       ... 
1052     53
1016     46
1696    255
1337    232
282      19
1702     93
464      12
963     177
1596     25
1287     62
1599    213
1265     97
1534     86
118      21
276     102
472     241
768     230
632     207
1257     46
480      94
570     194
312      79
1491    236
1670     62
413     107
1273    111
600     200
869      96
1453    123
1449    109
Name: 1512, dtype: int64 0.000000
1957) 504     122
815      75
296      79
348      16
261      16
811      45
192      44
11       31
658      20
1591     52
285       2
788     159
661      16
860      98
1499    233
831      49
48       34
854      70
1240    135
577     221
1517      3
1565    115
1519    103
1395     92
165      25
1024     35
1420    128
1114    205
1295    255
679     197
       ... 
1052     53
1016     48
1696    255
1337    232
282       4
1702    111
464      26
963     179
1596     16
1287     64
1599    246
1265     96
1534    106
118      37
276      90
472     202
768     229
632     136
1257    105
480     151
570     208
312      66
1491    245
1670     63
413     163
1273     98
600     214
869      78
1453    118
1449    115
Name: 1513, dtype: int64 0.000000
1958) 504     179
815     219
296      82
348       5
261       2
811      12
192      58
11       36
658      80
1591    255
285      53
788     187
661     200
860     190
1499    207
831      19
48       87
854       8
1240     66
577     226
1517     68
1565     72
1519     32
1395     38
165      12
1024     43
1420     46
1114    127
1295     92
679     207
       ... 
1052    212
1016     56
1696     25
1337    232
282      19
1702    118
464      24
963      22
1596    170
1287    127
1599    169
1265     72
1534     18
118      28
276       7
472     188
768     215
632     241
1257    162
480     176
570       7
312      83
1491    232
1670     66
413     207
1273     77
600     198
869     255
1453    193
1449     34
Name: 1633, dtype: int64 0.000000
1959) 504       5
815     215
296      43
348       6
261     153
811     107
192      32
11       91
658      12
1591    255
285      81
788     192
661     143
860     117
1499    189
831      31
48      168
854       3
1240    141
577      52
1517    129
1565     88
1519     42
1395     43
165      26
1024     59
1420     52
1114    136
1295    155
679     214
       ... 
1052    206
1016    138
1696     19
1337    232
282      14
1702    118
464      30
963      13
1596    156
1287     35
1599    139
1265     76
1534     13
118      33
276       6
472     195
768     224
632     174
1257    151
480     204
570     129
312      64
1491     99
1670     73
413     233
1273     77
600     210
869     255
1453    209
1449     79
Name: 1630, dtype: int64 0.000000
1960) 504     155
815     147
296      70
348      20
261      13
811      61
192     121
11       77
658      19
1591     70
285     252
788     100
661      21
860      32
1499    177
831      84
48       66
854     151
1240    217
577      73
1517    163
1565     57
1519     53
1395     90
165       7
1024     60
1420    129
1114    157
1295    104
679     200
       ... 
1052    186
1016     26
1696    255
1337    232
282      99
1702    118
464      52
963     177
1596     93
1287     73
1599    255
1265     95
1534    141
118      56
276     132
472     246
768     232
632      35
1257     97
480     167
570     203
312      67
1491    243
1670     66
413     179
1273    105
600     209
869     242
1453    118
1449    113
Name: 1516, dtype: int64 0.000000
1961) 504     162
815     132
296      12
348      34
261      11
811      68
192     139
11      136
658      16
1591     75
285     251
788     118
661      20
860     188
1499    184
831      58
48      119
854     170
1240    214
577      50
1517    177
1565     49
1519     62
1395     90
165      16
1024     95
1420    114
1114    166
1295    108
679     203
       ... 
1052    186
1016     18
1696    255
1337    232
282      90
1702    118
464      42
963     157
1596     52
1287    124
1599    255
1265     94
1534     89
118      61
276     135
472     243
768     230
632      76
1257     93
480     167
570     200
312      71
1491    241
1670     69
413     185
1273    110
600     210
869     237
1453    116
1449    112
Name: 1517, dtype: int64 0.000000
1962) 504       1
815      31
296      55
348       9
261     143
811     107
192      27
11       97
658       6
1591    255
285       4
788     112
661      14
860     111
1499    186
831      44
48      147
854       6
1240     34
577       5
1517     70
1565     89
1519     36
1395     46
165      17
1024     93
1420     47
1114    144
1295    155
679     213
       ... 
1052    211
1016     70
1696     22
1337    232
282      13
1702    115
464      35
963     126
1596     90
1287    148
1599     41
1265     82
1534     13
118      31
276       6
472     181
768     229
632     201
1257    120
480     108
570     121
312      70
1491    127
1670     70
413     225
1273     95
600     211
869     255
1453    203
1449     88
Name: 1629, dtype: int64 0.000000
1963) 504       5
815      11
296      34
348       5
261     175
811      37
192      22
11      106
658       9
1591    255
285       3
788     180
661       8
860      85
1499    178
831     236
48       52
854      15
1240     84
577       5
1517    118
1565     95
1519     41
1395     48
165      15
1024    111
1420     45
1114    132
1295    117
679     195
       ... 
1052    205
1016     56
1696    142
1337    232
282      84
1702    244
464     147
963      72
1596     36
1287    126
1599     24
1265     98
1534     10
118      48
276       7
472     230
768     208
632      21
1257    137
480     200
570     169
312      83
1491    141
1670     78
413     160
1273     62
600     178
869     255
1453    204
1449     87
Name: 1627, dtype: int64 0.000000
1964) 504      43
815     239
296      46
348       5
261     164
811      22
192      32
11       91
658       6
1591    255
285       4
788     189
661       6
860      57
1499    175
831     201
48      154
854       4
1240     38
577     229
1517    203
1565     81
1519     32
1395     60
165      10
1024     89
1420     53
1114    129
1295     95
679     182
       ... 
1052    205
1016     68
1696    255
1337    232
282     128
1702    180
464     205
963     145
1596     86
1287     78
1599     32
1265    216
1534     11
118      74
276       8
472     227
768     106
632      12
1257     51
480     208
570     181
312      84
1491    190
1670     87
413      33
1273    123
600      48
869     255
1453    171
1449     95
Name: 1625, dtype: int64 0.000000
1965) 504     182
815      88
296     105
348      26
261       6
811      85
192     174
11       56
658      10
1591     66
285     249
788     202
661      56
860     135
1499    137
831      47
48      165
854     169
1240    170
577      64
1517    213
1565     28
1519     44
1395     79
165      10
1024     95
1420     74
1114    147
1295     49
679     210
       ... 
1052    188
1016    102
1696    255
1337    232
282      25
1702    113
464      35
963     234
1596    156
1287     25
1599    229
1265    169
1534     67
118     131
276      84
472     242
768     228
632     235
1257    118
480     210
570     156
312      71
1491    240
1670     85
413     166
1273    114
600     105
869     249
1453    148
1449    112
Name: 1521, dtype: int64 0.000000
1966) 504     216
815      88
296      92
348       9
261      17
811      92
192     170
11       94
658      13
1591     77
285     250
788     203
661       6
860     154
1499    131
831      47
48      156
854     156
1240    170
577      66
1517    212
1565     73
1519     46
1395     74
165      12
1024     92
1420     83
1114    140
1295     95
679     207
       ... 
1052    187
1016     75
1696    255
1337    232
282      40
1702    172
464      27
963     172
1596     40
1287    107
1599    183
1265    164
1534     89
118      75
276      96
472     245
768     233
632     238
1257    234
480     209
570     152
312      73
1491    243
1670     87
413     217
1273     83
600     153
869     232
1453    141
1449    102
Name: 1522, dtype: int64 0.000000
1967) 504     222
815      85
296      33
348      10
261      98
811      94
192     180
11       92
658      13
1591    126
285     249
788     224
661       6
860     159
1499    118
831      43
48      153
854       5
1240    192
577      58
1517    209
1565     49
1519     40
1395     69
165      17
1024     93
1420     62
1114     36
1295    127
679     209
       ... 
1052    189
1016     59
1696    255
1337    232
282      43
1702    174
464      24
963     192
1596     62
1287     42
1599    154
1265    100
1534     60
118     124
276      97
472     246
768     235
632     237
1257     76
480     199
570     164
312      69
1491    239
1670     90
413     168
1273    106
600     197
869     254
1453    143
1449    103
Name: 1523, dtype: int64 0.000000
1968) 504     205
815      91
296      26
348      12
261     128
811      94
192     180
11       94
658      14
1591    160
285     251
788     210
661       6
860     173
1499    141
831      66
48      127
854       9
1240    201
577      72
1517    183
1565     81
1519     37
1395     67
165      26
1024     93
1420     61
1114    121
1295    127
679     214
       ... 
1052    194
1016     77
1696    255
1337    232
282      38
1702    216
464      25
963     170
1596    166
1287     50
1599    149
1265     95
1534     17
118     100
276      95
472     246
768     239
632      10
1257     47
480     191
570     175
312      74
1491    238
1670     92
413     142
1273    115
600     206
869     250
1453    163
1449    108
Name: 1524, dtype: int64 0.000000
1969) 504      96
815     229
296       7
348       6
261     165
811      24
192      36
11      112
658      10
1591    212
285      48
788     190
661       8
860      51
1499    173
831     234
48      162
854      11
1240     19
577     223
1517    217
1565     53
1519     31
1395     63
165      10
1024     85
1420     62
1114     79
1295     84
679     113
       ... 
1052    199
1016     75
1696    255
1337    232
282      64
1702    176
464     225
963     189
1596     85
1287     44
1599    159
1265     91
1534     19
118      73
276      12
472     149
768      28
632      12
1257     70
480      90
570     187
312      68
1491    201
1670     79
413       8
1273    112
600      31
869     255
1453    154
1449    108
Name: 1623, dtype: int64 0.000000
1970) 504     112
815     217
296     145
348       9
261     151
811      70
192      25
11       96
658       7
1591    198
285     120
788     198
661      19
860      94
1499    173
831     145
48      165
854      12
1240    102
577     223
1517    221
1565     46
1519     45
1395     66
165      10
1024     71
1420     56
1114    181
1295     87
679      85
       ... 
1052    201
1016     73
1696    255
1337    232
282      28
1702    161
464      41
963     174
1596    128
1287    102
1599    213
1265    160
1534     75
118      69
276      13
472     138
768      25
632      10
1257    113
480      88
570     174
312      65
1491    198
1670     74
413      19
1273    110
600      29
869     255
1453    150
1449    102
Name: 1622, dtype: int64 0.000000
1971) 504     214
815      76
296      74
348     158
261      99
811      39
192     116
11      233
658     184
1591     78
285      36
788     169
661      89
860      76
1499     78
831     217
48       68
854     132
1240    131
577      65
1517    104
1565    118
1519    255
1395    107
165     229
1024     69
1420    152
1114    147
1295    255
679     120
       ... 
1052     76
1016    255
1696    255
1337    232
282     171
1702    108
464     215
963     226
1596    148
1287    135
1599     96
1265    102
1534    222
118     126
276      99
472      96
768     158
632     158
1257     50
480      33
570      80
312     152
1491     85
1670     59
413      92
1273    104
600      25
869      17
1453    160
1449     27
Name: 1507, dtype: int64 0.000000
1972) 504     207
815      65
296      21
348     140
261     129
811     255
192     255
11      255
658     201
1591     77
285      35
788     182
661      43
860      45
1499    208
831     216
48       91
854      67
1240    110
577      67
1517    135
1565    255
1519    255
1395    190
165     239
1024    120
1420    146
1114    161
1295    255
679     178
       ... 
1052     96
1016    255
1696    255
1337    232
282     238
1702    108
464     200
963     209
1596    101
1287    211
1599    198
1265    104
1534    236
118     255
276      99
472      77
768     150
632     105
1257     47
480      31
570      86
312     255
1491    119
1670    190
413      86
1273    121
600      83
869      15
1453    133
1449     36
Name: 1504, dtype: int64 0.000000
1973) 504       2
815     136
296     118
348     252
261      33
811      99
192      54
11       37
658      16
1591    239
285       2
788     176
661      17
860     220
1499    162
831      35
48      176
854       8
1240     43
577     121
1517     90
1565     96
1519     59
1395     51
165      20
1024     94
1420     36
1114    123
1295    109
679     216
       ... 
1052    201
1016     86
1696     19
1337    232
282      24
1702     90
464     115
963     166
1596     43
1287     60
1599     51
1265     89
1534      5
118     135
276      93
472     242
768     233
632     145
1257     64
480      67
570     190
312      75
1491    181
1670     98
413     145
1273     98
600     208
869     255
1453    216
1449     88
Name: 1529, dtype: int64 0.000000
1974) 504     206
815      50
296      35
348      85
261     197
811     255
192     255
11      255
658     204
1591     86
285      39
788     255
661      41
860      65
1499    204
831     210
48       85
854      46
1240     50
577      61
1517    107
1565    255
1519    255
1395    241
165     238
1024    164
1420    149
1114    201
1295    255
679     255
       ... 
1052     97
1016    255
1696    255
1337    232
282     255
1702    108
464     215
963     167
1596    137
1287    216
1599    254
1265    105
1534    223
118     255
276     118
472      79
768     141
632      92
1257     46
480      21
570     245
312     255
1491    100
1670    188
413      84
1273     99
600     131
869      17
1453    153
1449     51
Name: 1503, dtype: int64 0.000000
1975) 504     152
815     102
296      53
348     154
261     151
811      79
192     149
11      255
658     163
1591     56
285      61
788     167
661     117
860     114
1499    167
831     211
48      168
854     128
1240    155
577      63
1517    214
1565    130
1519    110
1395    114
165     222
1024     99
1420    145
1114     79
1295    250
679      64
       ... 
1052    126
1016    255
1696    255
1337    232
282     198
1702    108
464     127
963     137
1596    105
1287    138
1599    147
1265     50
1534    238
118      42
276      45
472     159
768     181
632     213
1257     56
480     169
570      83
312      16
1491     76
1670     71
413      71
1273     99
600     103
869      18
1453    173
1449     22
Name: 1658, dtype: int64 0.000000
1976) 504     134
815     100
296      52
348     153
261     200
811      79
192     150
11      255
658     171
1591     70
285      72
788     162
661      78
860     109
1499    160
831     206
48      174
854     107
1240    129
577      69
1517    175
1565     64
1519    102
1395     75
165     231
1024     14
1420    187
1114    131
1295    255
679      69
       ... 
1052    128
1016    255
1696    255
1337    232
282     192
1702    108
464     157
963     158
1596    166
1287    133
1599    157
1265     80
1534    174
118      59
276      53
472     145
768     186
632     200
1257     63
480      25
570      83
312      66
1491     74
1670    121
413      80
1273    103
600     178
869      21
1453    138
1449     38
Name: 1657, dtype: int64 0.000000
1977) 504     135
815      62
296      45
348     136
261     205
811      80
192     150
11      255
658     190
1591     54
285      75
788     140
661      58
860      85
1499     41
831     205
48      157
854     108
1240    100
577      85
1517    137
1565     97
1519    143
1395     98
165     235
1024     48
1420    185
1114    175
1295    195
679      62
       ... 
1052    109
1016    255
1696    255
1337    232
282     204
1702    108
464     145
963     151
1596     35
1287    108
1599    173
1265     86
1534    169
118      65
276      77
472     155
768     181
632     160
1257     95
480      20
570      81
312     129
1491     56
1670    121
413     181
1273    109
600     171
869      21
1453    129
1449     57
Name: 1656, dtype: int64 0.000000
1978) 504     109
815     255
296     239
348      62
261     255
811     255
192     255
11      168
658     218
1591    164
285     117
788     255
661     255
860       0
1499    201
831     184
48      183
854     255
1240     24
577     209
1517    237
1565    202
1519    255
1395    251
165     255
1024    222
1420     80
1114     11
1295    255
679     255
       ... 
1052     66
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     127
1596    153
1287    180
1599     42
1265     69
1534    166
118     255
276     131
472     114
768     238
632      74
1257    167
480      25
570     255
312     255
1491    105
1670    199
413     255
1273    208
600     255
869     124
1453     15
1449     63
Name: 1651, dtype: int64 0.000000
1979) 504     209
815     225
296     145
348     128
261      92
811     106
192     180
11       63
658       7
1591     35
285      50
788     148
661      17
860     233
1499    202
831      54
48       67
854      13
1240    143
577      95
1517     71
1565     66
1519     37
1395     42
165       6
1024     68
1420    222
1114     99
1295     94
679     193
       ... 
1052    193
1016    141
1696      9
1337    232
282      33
1702    118
464     176
963      25
1596    208
1287    167
1599    103
1265     81
1534      2
118      35
276     132
472     240
768     224
632     253
1257    127
480     122
570     214
312      38
1491    128
1670     51
413     158
1273    113
600     217
869     255
1453    211
1449     43
Name: 1485, dtype: int64 0.000000
1980) 504     209
815     225
296     165
348      83
261      81
811     104
192     179
11       61
658       6
1591     34
285      14
788      89
661      17
860     225
1499    199
831      36
48       54
854      20
1240    159
577      81
1517     82
1565    109
1519     46
1395     41
165       2
1024     54
1420    218
1114     20
1295     94
679     195
       ... 
1052    187
1016    134
1696      7
1337    232
282      35
1702    113
464     145
963      22
1596    122
1287    189
1599     98
1265     82
1534      2
118      31
276     115
472     233
768     231
632     252
1257     47
480     218
570     214
312      84
1491    159
1670    127
413     226
1273    109
600     214
869     255
1453    196
1449     53
Name: 1486, dtype: int64 0.000000
1981) 504      86
815     255
296     255
348      53
261     255
811     255
192     255
11        6
658     248
1591    176
285     119
788     255
661     255
860       0
1499    202
831     186
48      207
854     255
1240     33
577     255
1517    178
1565    168
1519    255
1395    255
165     255
1024    222
1420     54
1114    105
1295    255
679     255
       ... 
1052     71
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     187
1596    150
1287    218
1599     60
1265     86
1534    244
118     255
276     187
472      85
768     255
632      60
1257    255
480     255
570     255
312     255
1491     79
1670    197
413     255
1273    235
600     255
869     228
1453     19
1449     66
Name: 1650, dtype: int64 0.000000
1982) 504     210
815     230
296     199
348      32
261      99
811     153
192     191
11       87
658       4
1591     31
285      79
788     128
661      17
860     221
1499     92
831      88
48      255
854      93
1240     94
577     109
1517     87
1565    213
1519    255
1395     34
165       7
1024     66
1420    219
1114     62
1295     25
679     189
       ... 
1052    183
1016    133
1696      4
1337    232
282      36
1702    108
464     129
963     128
1596     28
1287     43
1599     86
1265     86
1534    185
118      36
276     155
472     145
768     236
632     139
1257    127
480      74
570     217
312     151
1491    191
1670    172
413     235
1273     79
600     183
869     104
1453    193
1449     24
Name: 1489, dtype: int64 0.000000
1983) 504     212
815     230
296      93
348      24
261     101
811      90
192     194
11       60
658       5
1591    103
285      60
788     188
661      18
860     217
1499     96
831     186
48      245
854      67
1240     85
577      98
1517     95
1565    255
1519    255
1395     32
165      11
1024    133
1420    217
1114     39
1295     94
679     213
       ... 
1052    178
1016    143
1696      3
1337    232
282      38
1702    108
464     137
963     113
1596    106
1287     20
1599    104
1265     85
1534    207
118       8
276      93
472     127
768     243
632     118
1257    157
480      46
570     217
312     188
1491    204
1670    179
413     192
1273     63
600     174
869      25
1453    177
1449      1
Name: 1490, dtype: int64 0.000000
1984) 504     210
815     218
296     123
348      27
261      99
811      92
192     196
11       77
658      12
1591     96
285      33
788     202
661      17
860     229
1499     68
831     206
48      234
854     114
1240     76
577     184
1517     87
1565    255
1519    255
1395     30
165     124
1024    150
1420    216
1114     13
1295     91
679     209
       ... 
1052    174
1016    147
1696     16
1337    232
282      44
1702    108
464     145
963     191
1596     28
1287     18
1599    148
1265     88
1534    137
118      95
276     153
472      84
768     126
632     106
1257     95
480     144
570     219
312     190
1491    200
1670    183
413     114
1273     68
600     175
869      45
1453    150
1449      9
Name: 1491, dtype: int64 0.000000
1985) 504     189
815       0
296     255
348      45
261     165
811     255
192     255
11       33
658      35
1591    177
285      83
788     255
661     175
860     161
1499      2
831     189
48        0
854     255
1240    199
577     255
1517      8
1565    255
1519    255
1395    255
165     169
1024    218
1420    199
1114     65
1295    154
679     255
       ... 
1052    166
1016    255
1696    255
1337     48
282     245
1702    108
464     145
963     216
1596    133
1287    234
1599    255
1265     69
1534    157
118     255
276     202
472     161
768     252
632      24
1257     30
480      91
570     255
312     255
1491    104
1670    229
413      83
1273    255
600     255
869     255
1453    131
1449     89
Name: 1649, dtype: int64 0.000000
1986) 504     172
815       1
296     248
348      52
261     161
811     255
192     255
11       34
658      33
1591    119
285      98
788     255
661     181
860     167
1499      1
831     179
48        0
854     255
1240    159
577     127
1517     25
1565    255
1519    255
1395    255
165     189
1024    192
1420    194
1114     73
1295    156
679     248
       ... 
1052    166
1016    251
1696    255
1337    107
282     152
1702    108
464     115
963     184
1596    116
1287     98
1599    252
1265     69
1534    220
118     255
276     172
472     171
768      81
632      29
1257     33
480      89
570     255
312     255
1491     85
1670    231
413      85
1273    233
600     255
869     255
1453     92
1449     77
Name: 1648, dtype: int64 0.000000
1987) 504     204
815       2
296     113
348     211
261     159
811     232
192     255
11       78
658      35
1591     86
285     113
788     147
661      92
860      55
1499     89
831     187
48      229
854     101
1240    115
577      59
1517     23
1565    255
1519    255
1395    174
165     189
1024     24
1420    183
1114     67
1295    125
679      19
       ... 
1052    172
1016     53
1696    255
1337    219
282     133
1702    108
464      69
963     171
1596    190
1287    179
1599    133
1265     69
1534    234
118     255
276     203
472     180
768     102
632      59
1257      3
480      70
570      84
312     255
1491     30
1670    219
413      86
1273    179
600      12
869     255
1453     61
1449     42
Name: 1645, dtype: int64 0.000000
1988) 504     206
815     192
296      90
348     174
261     148
811      11
192     161
11       51
658      43
1591     33
285      38
788      87
661     129
860     217
1499     96
831     168
48      150
854      66
1240     56
577     226
1517     97
1565    255
1519    155
1395     21
165     204
1024     62
1420    196
1114     69
1295     94
679     204
       ... 
1052    189
1016     56
1696     56
1337    232
282     106
1702    108
464      79
963     161
1596     62
1287    228
1599    138
1265     68
1534    221
118     115
276      94
472     178
768     221
632      91
1257     27
480     115
570      33
312      30
1491    114
1670    136
413     222
1273     48
600     207
869     155
1453     95
1449     43
Name: 1642, dtype: int64 0.000000
1989) 504     170
815      28
296     132
348     142
261      45
811     255
192     255
11       50
658      37
1591    156
285     125
788     255
661      63
860     181
1499     93
831     207
48      220
854     255
1240    171
577     121
1517     47
1565    255
1519    255
1395    255
165     189
1024     96
1420    223
1114     18
1295    138
679      21
       ... 
1052    153
1016    255
1696    255
1337    123
282     144
1702    108
464      45
963     154
1596    218
1287    136
1599    224
1265     88
1534    209
118     255
276     124
472      42
768      92
632      34
1257     85
480      55
570     171
312     255
1491     66
1670    226
413      94
1273    149
600     255
869     120
1453     78
1449     47
Name: 1497, dtype: int64 0.000000
1990) 504     170
815      28
296     247
348      87
261      92
811     255
192     255
11      133
658      37
1591    250
285     131
788     255
661      56
860     210
1499      6
831     208
48      158
854     255
1240     90
577     164
1517     57
1565    255
1519    255
1395    255
165     189
1024    161
1420    216
1114     42
1295    111
679     239
       ... 
1052    143
1016    255
1696    255
1337    107
282     145
1702    108
464      46
963     201
1596    128
1287    220
1599    255
1265     89
1534    234
118     255
276     139
472      46
768      92
632      27
1257     70
480     109
570     254
312     255
1491    117
1670    233
413      90
1273    169
600     255
869     149
1453     99
1449     60
Name: 1498, dtype: int64 0.000000
1991) 504     156
815      31
296     255
348      46
261     119
811     255
192     255
11       40
658      40
1591    244
285     108
788     255
661      56
860     217
1499      0
831     213
48        2
854     255
1240     59
577     255
1517     57
1565    255
1519    255
1395    255
165     176
1024    214
1420    233
1114     95
1295     93
679     255
       ... 
1052    134
1016    255
1696    255
1337     47
282     244
1702    108
464      50
963     206
1596    151
1287    224
1599    255
1265     92
1534    188
118     255
276     185
472      52
768     250
632      21
1257     76
480      98
570     255
312     255
1491    119
1670    238
413      87
1273    217
600     255
869     200
1453    137
1449     61
Name: 1499, dtype: int64 0.000000
1992) 504     215
815     142
296     110
348     195
261     159
811      11
192     135
11       54
658      34
1591     12
285      51
788      88
661     169
860     200
1499     55
831      31
48      219
854      89
1240     53
577     223
1517     77
1565    255
1519    130
1395     32
165      54
1024    121
1420    207
1114     67
1295     94
679     208
       ... 
1052    196
1016     72
1696     15
1337    232
282      40
1702    108
464     145
963     185
1596    124
1287    224
1599    141
1265     69
1534    219
118     118
276      33
472      34
768     217
632     201
1257    178
480      57
570      10
312      42
1491    188
1670    126
413     228
1273     51
600     206
869       6
1453    154
1449     10
Name: 1640, dtype: int64 0.000000
1993) 504     212
815     147
296     112
348      32
261     153
811      10
192     112
11       52
658      76
1591      5
285      55
788     159
661     117
860     196
1499     72
831      25
48      206
854     111
1240    106
577     222
1517     81
1565    255
1519    115
1395     33
165      69
1024     51
1420    211
1114     76
1295     94
679     212
       ... 
1052    198
1016     69
1696     18
1337    232
282      19
1702    108
464     178
963     203
1596     80
1287    216
1599    104
1265     69
1534    238
118      88
276      32
472      52
768     216
632     250
1257     83
480      60
570       9
312      52
1491    182
1670    124
413     227
1273     57
600     205
869      31
1453    159
1449     47
Name: 1639, dtype: int64 0.000000
1994) 504     147
815     140
296      85
348     158
261      14
811      49
192      75
11       62
658     113
1591     74
285      81
788     174
661     172
860      80
1499    195
831     218
48       99
854     112
1240    110
577      39
1517      1
1565     92
1519     22
1395     97
165      50
1024     77
1420     52
1114    214
1295    255
679      94
       ... 
1052     16
1016     36
1696    255
1337    232
282     148
1702    118
464      35
963     187
1596     75
1287     54
1599    255
1265     94
1534    101
118      14
276      48
472     109
768     176
632     217
1257    202
480      56
570     113
312      45
1491    143
1670     64
413      50
1273    119
600     204
869     224
1453    111
1449    120
Name: 1613, dtype: int64 0.000000
1995) 504      69
815     156
296     132
348      85
261       5
811      95
192      72
11       57
658       4
1591    224
285       8
788     172
661      15
860     211
1499    174
831      46
48      130
854       7
1240    142
577     120
1517    109
1565     97
1519     36
1395     49
165      34
1024     93
1420     33
1114    141
1295    137
679     187
       ... 
1052    201
1016     78
1696     21
1337    232
282      25
1702    110
464     112
963     153
1596     90
1287     46
1599     62
1265     89
1534      3
118      74
276      46
472     242
768     231
632     235
1257     99
480     119
570     190
312      82
1491    238
1670    102
413     232
1273     90
600     210
869     255
1453    217
1449     78
Name: 1530, dtype: int64 0.000000
1996) 504       6
815     176
296     156
348      31
261     135
811     130
192      22
11       64
658       4
1591    201
285       4
788     184
661      23
860     187
1499    117
831     103
48      160
854      24
1240    200
577     135
1517    176
1565    103
1519     35
1395     56
165      17
1024     96
1420     35
1114     76
1295     23
679     214
       ... 
1052    196
1016    125
1696     26
1337    232
282      34
1702    141
464     134
963     137
1596     20
1287    180
1599     25
1265     89
1534     15
118      39
276     122
472     172
768     230
632     196
1257     48
480     142
570     217
312      91
1491    238
1670     40
413     229
1273     76
600     218
869     255
1453    218
1449    102
Name: 1478, dtype: int64 0.000000
1997) 504     157
815      72
296      40
348     150
261     134
811      73
192     140
11      255
658     197
1591     63
285      52
788     135
661      64
860      55
1499     39
831     206
48      204
854     132
1240    140
577      66
1517    186
1565    169
1519    255
1395    187
165     235
1024     22
1420    151
1114    205
1295    255
679      61
       ... 
1052     80
1016    255
1696    255
1337    232
282     172
1702    108
464     193
963     166
1596     84
1287     42
1599     80
1265     98
1534    219
118      61
276     102
472     105
768      99
632     160
1257    140
480      38
570      83
312     149
1491    152
1670    190
413      80
1273    118
600      38
869      15
1453    130
1449     65
Name: 1556, dtype: int64 0.000000
1998) 504     150
815       2
296     127
348      79
261     123
811     255
192     255
11       94
658      33
1591    103
285     123
788     255
661      77
860     165
1499      6
831     193
48       18
854     255
1240    139
577      70
1517     40
1565    255
1519    255
1395    255
165     198
1024    174
1420    206
1114     42
1295    152
679     126
       ... 
1052    163
1016    200
1696    255
1337    123
282     152
1702    108
464      74
963     196
1596    212
1287    111
1599    154
1265     68
1534    246
118     255
276     175
472     168
768      56
632      36
1257     36
480      63
570     169
312     255
1491     56
1670    233
413      89
1273    138
600     255
869     255
1453     77
1449     89
Name: 1597, dtype: int64 0.000000
1999) 504     168
815      29
296     119
348     223
261     134
811      85
192     168
11       68
658      38
1591     35
285      86
788     151
661     106
860      83
1499     56
831     198
48      201
854      53
1240    106
577      37
1517     62
1565    255
1519    255
1395    157
165     215
1024    117
1420    201
1114     76
1295    109
679      48
       ... 
1052    176
1016     44
1696    255
1337    232
282     131
1702    108
464      71
963     140
1596    183
1287    210
1599    113
1265     65
1534    164
118     172
276     202
472     162
768      63
632      66
1257    129
480      75
570      85
312     207
1491    117
1670    211
413      96
1273    115
600      31
869     131
1453     93
1449     34
Name: 1594, dtype: int64 0.000000
2000) 504     176
815      94
296     101
348     160
261       3
811      66
192      88
11      173
658     126
1591     63
285     194
788     166
661     147
860      51
1499    243
831     216
48       54
854      99
1240     60
577      35
1517     87
1565    119
1519     88
1395     96
165      51
1024     91
1420    170
1114     35
1295    255
679      44
       ... 
1052     66
1016    251
1696    255
1337    232
282     166
1702    108
464     189
963     179
1596     73
1287    107
1599    154
1265     96
1534    100
118      38
276      40
472     111
768     194
632     227
1257     54
480     163
570     102
312      39
1491    112
1670     72
413      71
1273    127
600      30
869      82
1453    149
1449     88
Name: 1561, dtype: int64 0.000000
2001) 504     191
815      91
296      98
348     155
261       6
811      20
192      50
11       37
658      38
1591     59
285      15
788     153
661      93
860      61
1499    245
831     217
48       60
854      32
1240     45
577      78
1517     48
1565    121
1519     71
1395     92
165      50
1024     82
1420     72
1114     43
1295    255
679     121
       ... 
1052     26
1016     61
1696    255
1337    232
282     114
1702     27
464      17
963     196
1596     21
1287     61
1599    189
1265     96
1534    111
118      28
276      47
472     183
768     212
632     211
1257     69
480     179
570     142
312      72
1491    124
1670     69
413      52
1273    121
600     203
869     140
1453    126
1449    116
Name: 1562, dtype: int64 0.000000
2002) 504     182
815     104
296      93
348      49
261       7
811      16
192      47
11       31
658      28
1591     61
285      13
788     126
661      35
860      92
1499    218
831     193
48       69
854      17
1240     47
577     150
1517      3
1565    112
1519     19
1395     92
165      37
1024     64
1420     37
1114    173
1295    255
679     181
       ... 
1052     59
1016     40
1696    255
1337    232
282      21
1702    118
464      14
963     182
1596     24
1287     65
1599    233
1265     96
1534    122
118      27
276      47
472     225
768     213
632     223
1257     91
480     219
570     140
312      55
1491    142
1670     73
413      68
1273    129
600     209
869     112
1453    112
1449    118
Name: 1563, dtype: int64 0.000000
2003) 504     162
815      34
296     120
348     180
261     126
811      71
192     187
11       88
658      37
1591     25
285      89
788     144
661     135
860     147
1499     80
831     204
48      139
854      66
1240     80
577      58
1517     40
1565    255
1519    255
1395    103
165     204
1024     60
1420    208
1114     74
1295     97
679      64
       ... 
1052    174
1016     35
1696    176
1337    232
282     120
1702    108
464      60
963     193
1596    211
1287    227
1599     73
1265     68
1534    206
118     105
276     200
472     174
768      67
632      80
1257     10
480      90
570     185
312     183
1491    113
1670    203
413     102
1273     51
600      49
869     113
1453     82
1449     30
Name: 1593, dtype: int64 0.000000
2004) 504     127
815     187
296      86
348      15
261       5
811      27
192     114
11       91
658       8
1591     76
285     248
788     109
661      16
860      29
1499    189
831     146
48      159
854      32
1240     96
577     216
1517    196
1565     58
1519      5
1395     86
165       3
1024     60
1420     25
1114    194
1295    254
679     201
       ... 
1052     90
1016     23
1696    255
1337    232
282      37
1702    125
464     132
963     174
1596     57
1287     66
1599    255
1265     93
1534     91
118      65
276      75
472     209
768     225
632      12
1257    157
480     231
570     157
312      52
1491    233
1670     78
413     135
1273    130
600     210
869     255
1453    117
1449     95
Name: 1566, dtype: int64 0.000000
2005) 504      93
815     215
296      62
348      19
261       4
811      32
192     121
11       59
658       8
1591     72
285     248
788     120
661      16
860     185
1499    188
831      30
48      108
854      37
1240    219
577     203
1517    137
1565     44
1519      3
1395     84
165      11
1024    103
1420     57
1114    179
1295    115
679     203
       ... 
1052    190
1016     11
1696    255
1337    232
282      37
1702    126
464      69
963     174
1596     48
1287    159
1599    255
1265     93
1534     97
118      59
276      74
472     242
768     225
632      12
1257    200
480     231
570     141
312      61
1491    238
1670     85
413     164
1273    133
600     212
869     255
1453    113
1449    100
Name: 1567, dtype: int64 0.000000
2006) 504     198
815      96
296     115
348      51
261     112
811      83
192     180
11       67
658      18
1591     16
285      71
788      89
661     120
860     219
1499     71
831      81
48      222
854     126
1240     87
577     226
1517     39
1565    255
1519    106
1395     29
165     100
1024    114
1420    210
1114     69
1295     94
679     211
       ... 
1052    192
1016     46
1696     15
1337    232
282      15
1702    108
464     159
963     157
1596     83
1287    223
1599    104
1265     71
1534    214
118      94
276      28
472      94
768     227
632     165
1257    144
480     223
570     100
312      52
1491    200
1670    193
413     225
1273     98
600     129
869      18
1453    155
1449      7
Name: 1590, dtype: int64 0.000000
2007) 504      21
815     231
296       7
348      71
261       4
811      38
192     127
11       35
658       7
1591     72
285     248
788     194
661      15
860     177
1499    123
831      25
48      155
854      21
1240     94
577     219
1517    118
1565     28
1519     42
1395     79
165      21
1024     81
1420     75
1114     94
1295    111
679     186
       ... 
1052    190
1016    188
1696    255
1337    232
282      14
1702     87
464      30
963     172
1596     78
1287     80
1599    255
1265     94
1534     72
118     114
276      78
472     240
768     225
632      21
1257     90
480     229
570     205
312      70
1491    215
1670     83
413     221
1273    125
600     211
869     255
1453    142
1449    102
Name: 1569, dtype: int64 0.000000
2008) 504       8
815     226
296      22
348     131
261       7
811      43
192     121
11      106
658       6
1591     72
285     247
788     199
661      15
860      40
1499    158
831      23
48      172
854      19
1240    175
577     221
1517    171
1565     25
1519     41
1395     75
165      10
1024     93
1420     68
1114    111
1295    111
679     192
       ... 
1052    195
1016    254
1696    255
1337    232
282      14
1702    164
464      61
963     169
1596    113
1287     38
1599    255
1265     96
1534     51
118     121
276      90
472     240
768     223
632      29
1257     90
480     229
570     192
312      75
1491    212
1670     84
413      78
1273    113
600     215
869     255
1453    150
1449     98
Name: 1570, dtype: int64 0.000000
2009) 504      13
815     223
296      43
348     100
261      30
811      28
192     111
11       90
658       4
1591     54
285     246
788     200
661      17
860      60
1499    145
831      23
48      159
854      69
1240    101
577     221
1517    219
1565     41
1519     51
1395     74
165      10
1024     98
1420     65
1114    145
1295    116
679     197
       ... 
1052    189
1016     93
1696    255
1337    232
282      24
1702    180
464      77
963     193
1596    179
1287     37
1599    253
1265    167
1534     48
118     122
276      45
472     240
768     144
632      42
1257    142
480     230
570     164
312      73
1491    208
1670     87
413      17
1273    116
600     192
869     255
1453    150
1449     97
Name: 1571, dtype: int64 0.000000
2010) 504     100
815     223
296      66
348       8
261      41
811      29
192      97
11       89
658       3
1591    100
285     245
788     210
661       7
860      74
1499    156
831      30
48      163
854      78
1240    173
577     221
1517    212
1565     53
1519     40
1395     68
165      10
1024     99
1420     87
1114    130
1295     75
679     200
       ... 
1052    193
1016     63
1696    255
1337    232
282      44
1702    162
464      74
963     169
1596    123
1287    100
1599    164
1265    138
1534     76
118     121
276      59
472     243
768     160
632      75
1257    148
480     231
570     139
312      71
1491    195
1670     87
413      28
1273    113
600      65
869     255
1453    146
1449     87
Name: 1572, dtype: int64 0.000000
2011) 504     184
815      61
296     125
348       9
261     118
811      73
192     118
11       42
658      21
1591      8
285      99
788     126
661      51
860     224
1499     67
831      39
48      170
854     153
1240     85
577     222
1517     37
1565    193
1519    152
1395     32
165      18
1024     59
1420    205
1114     92
1295     24
679     209
       ... 
1052    198
1016     75
1696     16
1337    232
282      15
1702    108
464     230
963      27
1596     93
1287    135
1599     85
1265     71
1534    203
118      34
276      26
472     126
768     225
632     250
1257     77
480     221
570      85
312     117
1491    183
1670    194
413     230
1273    117
600     204
869     226
1453    197
1449     42
Name: 1588, dtype: int64 0.000000
2012) 504     187
815      58
296     136
348       9
261     120
811      63
192     154
11       63
658      27
1591     33
285      72
788     156
661      77
860     218
1499     61
831      37
48       67
854     174
1240    112
577     225
1517     61
1565    150
1519    163
1395     33
165      14
1024     75
1420    213
1114     68
1295    102
679     207
       ... 
1052    200
1016     71
1696     20
1337    232
282      14
1702    108
464     191
963      41
1596    195
1287    106
1599    145
1265     71
1534    186
118      33
276      31
472     181
768     225
632     252
1257     67
480     220
570      93
312      89
1491    157
1670    192
413     227
1273    137
600     205
869     213
1453    200
1449     39
Name: 1587, dtype: int64 0.000000
2013) 504       2
815     220
296       9
348       5
261     134
811      87
192     101
11       99
658       3
1591    254
285      24
788     218
661       5
860     120
1499    166
831     233
48       69
854       4
1240     56
577     227
1517    195
1565     86
1519     35
1395     58
165      17
1024     92
1420    137
1114    138
1295     62
679     205
       ... 
1052    198
1016     49
1696    255
1337    232
282     120
1702    210
464      57
963     154
1596     42
1287     94
1599     44
1265    147
1534     11
118      87
276      45
472     244
768     229
632       9
1257     50
480     237
570      56
312      84
1491    173
1670     92
413     212
1273     78
600     193
869     255
1453    168
1449     97
Name: 1575, dtype: int64 0.000000
2014) 504       1
815     175
296      20
348       6
261     134
811     102
192      81
11       95
658       4
1591    255
285       0
788     203
661      10
860     135
1499    161
831     236
48       43
854       3
1240    115
577      90
1517     42
1565     98
1519     37
1395     55
165      24
1024     95
1420    141
1114    139
1295     34
679     204
       ... 
1052    202
1016     41
1696    247
1337    232
282     118
1702    252
464      35
963     163
1596     66
1287     37
1599     27
1265    237
1534      4
118     128
276      36
472     244
768     232
632       7
1257    162
480     236
570      43
312      80
1491    179
1670     89
413     103
1273     91
600     217
869     255
1453    175
1449     96
Name: 1576, dtype: int64 0.000000
2015) 504       0
815      13
296      32
348       8
261     136
811      94
192      80
11       93
658       7
1591    255
285       1
788     200
661      12
860     148
1499    173
831     236
48       79
854       6
1240     76
577       7
1517     87
1565     93
1519     35
1395     55
165      25
1024     92
1420    112
1114    125
1295     56
679     206
       ... 
1052    200
1016     40
1696    146
1337    232
282      92
1702    177
464      28
963     143
1596     31
1287     30
1599     16
1265    122
1534      7
118     102
276      38
472     244
768     233
632      23
1257    173
480     239
570      43
312      87
1491    158
1670     89
413     115
1273     84
600     223
869     255
1453    206
1449     90
Name: 1577, dtype: int64 0.000000
2016) 504     175
815      63
296      78
348       8
261     126
811      59
192     138
11       58
658      13
1591    178
285      41
788     180
661      72
860     213
1499    146
831      14
48      100
854     164
1240     62
577     224
1517     87
1565     63
1519     43
1395     35
165       5
1024     92
1420    212
1114     23
1295    100
679     203
       ... 
1052    206
1016     35
1696     21
1337    232
282      13
1702    113
464     140
963      17
1596    178
1287     42
1599    120
1265     73
1534    189
118      30
276      28
472     176
768     225
632     250
1257     60
480     220
570      82
312      65
1491    142
1670    192
413      93
1273    146
600     206
869     127
1453    189
1449     32
Name: 1586, dtype: int64 0.000000
2017) 504     169
815      94
296      42
348     154
261       9
811      76
192     124
11      225
658     165
1591     91
285      25
788     164
661     119
860     116
1499    153
831     213
48      197
854     150
1240     92
577      71
1517    173
1565     56
1519    138
1395    108
165     123
1024     73
1420    150
1114    193
1295    255
679      32
       ... 
1052     83
1016    255
1696    255
1337    232
282     169
1702    108
464     215
963     153
1596     86
1287    108
1599     64
1265     96
1534    238
118      84
276      87
472      96
768      92
632     199
1257     47
480     225
570      90
312     137
1491     71
1670     63
413      66
1273    122
600       9
869      13
1453    181
1449     60
Name: 1558, dtype: int64 0.000000
2018) 504     148
815      56
296      17
348     123
261     137
811      78
192     142
11      255
658     205
1591     70
285      63
788     147
661      55
860      61
1499     44
831     206
48       59
854     107
1240    161
577      59
1517    190
1565    179
1519    255
1395     98
165     235
1024     40
1420    153
1114    206
1295    255
679      54
       ... 
1052     66
1016    255
1696    255
1337    232
282     173
1702    108
464     191
963     109
1596     74
1287     76
1599    123
1265     99
1534    219
118     156
276      97
472      99
768      94
632     117
1257    139
480      27
570      80
312     250
1491     93
1670    192
413      56
1273     82
600      38
869      51
1453    112
1449     51
Name: 1555, dtype: int64 0.000000
2019) 504      88
815     127
296     161
348      16
261      91
811      85
192      46
11       34
658       6
1591    201
285       7
788     189
661      14
860     230
1499    173
831     185
48       85
854       9
1240     49
577     100
1517    151
1565     92
1519     55
1395     44
165      28
1024     93
1420     84
1114    107
1295    111
679     191
       ... 
1052    213
1016     50
1696     20
1337    232
282      31
1702    110
464     118
963      19
1596    164
1287    162
1599     86
1265     83
1534      5
118      36
276      50
472     242
768     230
632     247
1257    110
480     234
570     204
312      68
1491    235
1670    100
413     217
1273     94
600     214
869     255
1453    205
1449     78
Name: 1532, dtype: int64 0.000000
2020) 504     127
815      63
296      18
348     133
261     134
811     255
192     255
11      255
658     204
1591     60
285      36
788     176
661      43
860      57
1499    194
831     206
48      192
854      67
1240    185
577      61
1517    209
1565    249
1519    255
1395    187
165     237
1024     23
1420    146
1114    196
1295    255
679     173
       ... 
1052     67
1016    255
1696    255
1337    232
282     238
1702    108
464     188
963     172
1596    139
1287    219
1599    205
1265    101
1534    224
118     255
276      91
472     101
768      94
632     110
1257     47
480      26
570      85
312     255
1491     99
1670    196
413      80
1273     87
600      32
869      49
1453     89
1449     39
Name: 1554, dtype: int64 0.000000
2021) 504     199
815     146
296     161
348      10
261      11
811      86
192     151
11       60
658       7
1591    187
285       7
788     168
661      14
860     221
1499    188
831      79
48      101
854      11
1240     85
577     101
1517     67
1565     88
1519     38
1395     43
165      26
1024    109
1420    137
1114    108
1295    107
679     204
       ... 
1052    207
1016     54
1696     19
1337    232
282      28
1702    110
464      99
963      24
1596    166
1287    152
1599     52
1265     76
1534      3
118      36
276     136
472     241
768     230
632     252
1257     63
480     194
570     203
312      76
1491    231
1670    100
413      85
1273    126
600     215
869     255
1453    204
1449     79
Name: 1533, dtype: int64 0.000000
2022) 504     198
815     156
296     191
348       8
261      31
811      84
192     154
11       44
658       6
1591    195
285      10
788     151
661      12
860     233
1499    202
831      40
48      106
854      86
1240     76
577     100
1517    123
1565     59
1519     43
1395     40
165       9
1024     78
1420    190
1114     91
1295    103
679     192
       ... 
1052    194
1016     55
1696     14
1337    232
282      29
1702    118
464     122
963      29
1596     71
1287    178
1599     71
1265     76
1534      5
118      30
276      84
472     239
768     231
632     253
1257     45
480     207
570     203
312      52
1491    183
1670     96
413     108
1273    121
600     188
869     255
1453    212
1449     64
Name: 1534, dtype: int64 0.000000
2023) 504     204
815     174
296     124
348       8
261      73
811      85
192     168
11       48
658       6
1591    134
285      34
788     171
661      13
860     227
1499    202
831      27
48       86
854     101
1240     68
577     105
1517     63
1565     22
1519     34
1395     38
165       4
1024     25
1420    212
1114     83
1295     99
679     195
       ... 
1052    202
1016     44
1696     14
1337    232
282      29
1702    118
464     133
963      26
1596    223
1287     96
1599     98
1265     75
1534      7
118      31
276      92
472     238
768     230
632     250
1257    131
480     216
570     205
312      43
1491    100
1670     93
413     160
1273    110
600     207
869     255
1453    210
1449     58
Name: 1535, dtype: int64 0.000000
2024) 504     203
815     179
296      75
348       6
261      69
811      85
192     164
11       73
658       6
1591    137
285      61
788     127
661      13
860     231
1499    187
831      27
48       86
854     142
1240    135
577      98
1517     63
1565     78
1519     34
1395     37
165       2
1024     34
1420    213
1114     15
1295     94
679     201
       ... 
1052    195
1016     54
1696     16
1337    232
282      29
1702    113
464     146
963      28
1596    150
1287     33
1599    170
1265     73
1534     74
118      31
276      87
472     230
768     231
632     253
1257     46
480     228
570     209
312      73
1491    150
1670    183
413     183
1273    109
600     205
869     179
1453    193
1449     57
Name: 1536, dtype: int64 0.000000
2025) 504     142
815     102
296      44
348     153
261     193
811     108
192     148
11      255
658     177
1591     69
285      86
788     171
661      83
860      65
1499     59
831     212
48       89
854     126
1240     41
577      64
1517     81
1565     60
1519    247
1395    107
165     231
1024     49
1420    150
1114    207
1295    255
679      67
       ... 
1052    111
1016    255
1696    255
1337    232
282     191
1702    108
464     197
963     149
1596    166
1287     62
1599     83
1265     98
1534    212
118      60
276      70
472     118
768     187
632     196
1257     49
480      44
570      88
312     134
1491     55
1670    127
413      90
1273    113
600      49
869      19
1453    140
1449     27
Name: 1607, dtype: int64 0.000000
2026) 504     204
815     187
296     172
348       6
261      33
811      90
192     153
11       83
658       5
1591      9
285      67
788     112
661      13
860     221
1499    112
831      62
48      229
854     145
1240    125
577     117
1517     75
1565    196
1519    190
1395     34
165      15
1024     63
1420    214
1114     75
1295     79
679     149
       ... 
1052    191
1016     54
1696     10
1337    232
282      30
1702    108
464     224
963      82
1596    111
1287     29
1599    141
1265     73
1534    153
118      39
276      93
472     207
768     231
632     242
1257     70
480     214
570     206
312      97
1491    187
1670    186
413     235
1273    111
600     196
869     228
1453    199
1449     35
Name: 1538, dtype: int64 0.000000
2027) 504     205
815     207
296     124
348       9
261      42
811      97
192     185
11       51
658       6
1591      8
285      66
788      98
661      12
860     219
1499     87
831      88
48      230
854     135
1240    123
577     112
1517     71
1565    253
1519    252
1395     31
165      13
1024     73
1420    220
1114     63
1295     99
679     219
       ... 
1052    186
1016     40
1696      7
1337    232
282      31
1702    108
464     146
963     142
1596    108
1287    103
1599    149
1265     73
1534    206
118      35
276     130
472     204
768     233
632     145
1257     46
480     214
570     208
312      87
1491    184
1670    182
413     215
1273     86
600     207
869     118
1453    184
1449     21
Name: 1539, dtype: int64 0.000000
2028) 504     206
815     218
296     127
348       8
261      43
811     107
192     191
11       65
658       9
1591     65
285      46
788     151
661      14
860     222
1499     96
831      76
48      230
854      80
1240     36
577     105
1517     84
1565    255
1519    252
1395     31
165      69
1024     80
1420    218
1114     51
1295     94
679     215
       ... 
1052    186
1016     55
1696      7
1337    232
282      29
1702    108
464      45
963     175
1596     70
1287    121
1599    159
1265     74
1534    206
118      50
276     146
472     177
768     237
632     119
1257    144
480     213
570     210
312     100
1491    203
1670    186
413      79
1273     72
600      67
869      90
1453    159
1449      1
Name: 1540, dtype: int64 0.000000
2029) 504     189
815     197
296     156
348      93
261      57
811     106
192     197
11       86
658      50
1591    111
285      64
788     197
661      25
860     222
1499     61
831     204
48      222
854      86
1240     64
577     135
1517    100
1565    255
1519    255
1395     28
165     180
1024     68
1420    209
1114     11
1295     94
679     211
       ... 
1052    181
1016     56
1696     18
1337    232
282      34
1702    108
464     125
963     188
1596     53
1287    125
1599    148
1265     72
1534    119
118     106
276     141
472      85
768     212
632     106
1257    177
480     178
570     214
312     179
1491    189
1670    188
413     107
1273     76
600     183
869      13
1453    129
1449     11
Name: 1541, dtype: int64 0.000000
2030) 504     149
815      32
296     118
348     211
261      51
811     103
192     198
11       63
658      51
1591     31
285      43
788     196
661      90
860     222
1499     65
831     208
48      213
854     104
1240     70
577     228
1517     50
1565    255
1519    255
1395     20
165     205
1024    102
1420    213
1114    108
1295     94
679     196
       ... 
1052    175
1016     51
1696     15
1337    232
282      42
1702    108
464      84
963     218
1596     53
1287    119
1599    140
1265     72
1534    218
118     107
276     191
472      53
768     202
632      87
1257     26
480     135
570     221
312     190
1491    152
1670    202
413     112
1273     82
600     196
869      24
1453     99
1449     20
Name: 1542, dtype: int64 0.000000
2031) 504     144
815      80
296      39
348     138
261     189
811     107
192     151
11      255
658     192
1591     64
285      65
788     117
661      61
860      60
1499     55
831     211
48       89
854     126
1240     34
577      75
1517    141
1565    134
1519    223
1395    188
165     235
1024    124
1420    154
1114    209
1295    255
679      63
       ... 
1052     96
1016    255
1696    255
1337    232
282     198
1702    108
464     188
963     166
1596     32
1287     42
1599     51
1265     97
1534    200
118      62
276     101
472     100
768     186
632     184
1257    130
480      27
570      81
312     136
1491    108
1670    176
413     102
1273     83
600      47
869      15
1453    130
1449     38
Name: 1606, dtype: int64 0.000000
2032) 504      99
815     152
296      42
348      87
261     255
811     255
192     255
11      255
658     216
1591     98
285     105
788     255
661     255
860       1
1499    204
831     203
48       93
854     199
1240     38
577      57
1517    117
1565    251
1519    255
1395    197
165     248
1024    214
1420     67
1114    186
1295    255
679     255
       ... 
1052     67
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     205
1596    129
1287    179
1599    171
1265    102
1534    190
118     255
276      95
472      84
768     179
632      79
1257    131
480      62
570     255
312     255
1491     46
1670    197
413      72
1273    174
600     255
869     114
1453     78
1449     64
Name: 1602, dtype: int64 0.000000
2033) 504     139
815       4
296     133
348     179
261      28
811     255
192     255
11       88
658      36
1591     81
285     108
788     149
661      70
860     128
1499    100
831     189
48      228
854     255
1240    140
577      59
1517     59
1565    255
1519    255
1395    252
165     196
1024    148
1420    214
1114    166
1295    160
679      70
       ... 
1052    157
1016    146
1696    255
1337    166
282     141
1702    108
464      48
963     159
1596    201
1287    137
1599    166
1265     77
1534    220
118     255
276      55
472     154
768     148
632      45
1257      7
480     121
570      82
312     255
1491    122
1670    220
413      91
1273    177
600     160
869     215
1453     65
1449     71
Name: 1546, dtype: int64 0.000000
2034) 504      70
815     255
296     255
348      48
261     255
811     255
192     255
11      209
658     248
1591    143
285      89
788     255
661     255
860       0
1499    206
831     199
48      208
854     255
1240     33
577     255
1517     90
1565    180
1519    255
1395    255
165     255
1024    222
1420    138
1114    116
1295    255
679     255
       ... 
1052     71
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     179
1596    148
1287    244
1599    183
1265    102
1534    239
118     255
276     193
472      77
768     255
632      60
1257    255
480     255
570     255
312     255
1491     99
1670    189
413     255
1273    221
600     255
869     143
1453    138
1449     70
Name: 1600, dtype: int64 0.000000
2035) 504     139
815       6
296     255
348      45
261     140
811     255
192     255
11      139
658      35
1591     94
285     107
788     255
661     152
860     198
1499      2
831     195
48        0
854     255
1240    197
577     255
1517     34
1565    255
1519    255
1395    255
165     184
1024    207
1420    212
1114     56
1295    132
679     255
       ... 
1052    160
1016    255
1696    255
1337     47
282     245
1702    108
464      75
963     214
1596    139
1287    233
1599    227
1265     70
1534    202
118     255
276     191
472     174
768     251
632      24
1257     26
480      95
570     255
312     255
1491    136
1670    236
413      83
1273    255
600     255
869     255
1453    140
1449     78
Name: 1599, dtype: int64 0.000000
2036) 504     151
815       1
296     249
348      61
261     134
811     255
192     255
11      105
658      33
1591    104
285     109
788     255
661     119
860     160
1499      3
831     185
48        1
854     255
1240    153
577     131
1517     25
1565    255
1519    255
1395    255
165     189
1024    186
1420    201
1114     80
1295    151
679     245
       ... 
1052    163
1016    252
1696    255
1337    107
282     153
1702    108
464     106
963     191
1596    128
1287    193
1599    236
1265     68
1534    233
118     255
276     151
472     162
768      45
632      29
1257     55
480     109
570     255
312     255
1491     92
1670    228
413      86
1273    235
600     255
869     255
1453    101
1449     81
Name: 1598, dtype: int64 0.000000
2037) 504      99
815     255
296     241
348      63
261     255
811     255
192     255
11      255
658     212
1591    124
285      96
788     255
661     255
860       1
1499    208
831     191
48      100
854     255
1240     78
577     209
1517    101
1565    248
1519    255
1395    255
165     255
1024    222
1420    140
1114     44
1295    255
679     255
       ... 
1052     80
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     165
1596    176
1287    199
1599    255
1265    103
1534    210
118     255
276      97
472      96
768     220
632      74
1257    248
480      34
570     255
312     255
1491     90
1670    189
413     255
1273    188
600     255
869      44
1453    158
1449     47
Name: 1551, dtype: int64 0.000000
2038) 504     120
815     150
296      41
348      79
261     255
811     255
192     255
11      255
658     211
1591     94
285      82
788     255
661     255
860       2
1499    208
831     194
48      101
854     198
1240     65
577      57
1517    109
1565    255
1519    255
1395    255
165     248
1024    211
1420    143
1114    185
1295    255
679     255
       ... 
1052     57
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     202
1596    153
1287    211
1599    255
1265    101
1534    209
118     255
276      93
472     111
768      86
632      79
1257    185
480      47
570     255
312     255
1491     72
1670    188
413      88
1273    163
600     255
869      44
1453    140
1449     40
Name: 1552, dtype: int64 0.000000
2039) 504     141
815      60
296      26
348      88
261     201
811     255
192     255
11      255
658     211
1591     88
285      43
788     255
661      41
860      34
1499    202
831     203
48       96
854      45
1240    206
577      56
1517    180
1565    255
1519    255
1395    243
165     237
1024    146
1420    145
1114    204
1295    255
679     255
       ... 
1052     69
1016    255
1696    255
1337    232
282     255
1702    108
464     210
963     168
1596    136
1287    227
1599    252
1265    101
1534    215
118     255
276      99
472     112
768      93
632     106
1257     49
480      20
570     245
312     255
1491    105
1670    191
413      87
1273     89
600     158
869      57
1453    115
1449     39
Name: 1553, dtype: int64 0.000000
2040) 504      80
815     224
296     180
348     252
261     128
811     111
192      71
11       39
658      17
1591    186
285      26
788     188
661      20
860     208
1499    144
831     100
48      137
854      15
1240    144
577     119
1517    180
1565    100
1519     53
1395     54
165      17
1024     96
1420     35
1114    130
1295    145
679     214
       ... 
1052    201
1016    147
1696     17
1337    232
282      25
1702     89
464     131
963     165
1596     23
1287    108
1599     28
1265     88
1534      9
118      83
276     119
472     175
768     238
632     249
1257     51
480     141
570     215
312      89
1491    239
1670     41
413     207
1273     65
600     224
869     255
1453    219
1449     92
Name: 1479, dtype: int64 0.000000
2041) 504     149
815      89
296      49
348     203
261     128
811      81
192     150
11      229
658     138
1591     69
285     103
788     170
661     163
860      57
1499     92
831     211
48       49
854     140
1240    143
577      80
1517     17
1565    124
1519     77
1395     98
165      78
1024    144
1420    158
1114     28
1295    187
679      71
       ... 
1052     18
1016    255
1696    255
1337    232
282     195
1702    116
464     181
963      34
1596    141
1287    128
1599    255
1265     80
1534     96
118       8
276     151
472     153
768     146
632     227
1257    226
480      68
570      96
312      12
1491    106
1670     38
413      64
1273    113
600      33
869     130
1453    155
1449    124
Name: 1661, dtype: int64 0.000000
2042) 504     146
815     129
296      89
348     168
261     178
811      13
192      36
11       48
658     119
1591    123
285      45
788      77
661     171
860      60
1499     85
831      82
48       76
854     151
1240     80
577     102
1517    167
1565     52
1519     46
1395     34
165      16
1024     28
1420    198
1114     79
1295     68
679      71
       ... 
1052    213
1016    134
1696     24
1337    232
282     134
1702    120
464      36
963     177
1596    187
1287    171
1599    255
1265     81
1534    243
118     130
276      88
472      10
768      53
632     167
1257    142
480     192
570       4
312     148
1491    102
1670     69
413     112
1273    125
600     159
869      36
1453    168
1449     43
Name: 1736, dtype: int64 0.000000
2043) 504     213
815     122
296     134
348     174
261      95
811     255
192     255
11       50
658      43
1591    213
285      62
788      92
661      66
860     214
1499     89
831     130
48      175
854     255
1240     52
577      84
1517     40
1565    255
1519    255
1395    252
165     192
1024    163
1420    236
1114    206
1295    105
679     139
       ... 
1052    103
1016    255
1696    255
1337    166
282     179
1702    108
464      56
963     187
1596    216
1287    245
1599    251
1265    101
1534    216
118     255
276      89
472      66
768     102
632      45
1257      3
480     121
570      84
312     255
1491    177
1670    227
413      92
1273     98
600      44
869      43
1453     71
1449     36
Name: 1396, dtype: int64 0.000000
2044) 504     207
815      95
296     248
348      68
261      89
811     255
192     255
11       61
658      43
1591    255
285      78
788     255
661      56
860     217
1499     82
831     126
48      225
854     255
1240    139
577     171
1517     59
1565    255
1519    255
1395    255
165     189
1024    163
1420    228
1114     30
1295     94
679     244
       ... 
1052    150
1016    255
1696    255
1337    107
282     182
1702    108
464      50
963     179
1596    133
1287    186
1599    255
1265    102
1534    219
118     255
276      99
472      58
768      90
632      30
1257      2
480     114
570     251
312     255
1491     91
1670    235
413      91
1273    132
600     255
869      40
1453    108
1449     32
Name: 1398, dtype: int64 0.000000
2045) 504     208
815      96
296     255
348      40
261      97
811     255
192     255
11       52
658      48
1591    255
285      96
788     255
661      53
860     219
1499      3
831     142
48      253
854     255
1240    181
577     255
1517     53
1565    255
1519    255
1395    255
165     186
1024    211
1420    243
1114    240
1295     81
679     255
       ... 
1052     89
1016    255
1696    255
1337     47
282     243
1702    108
464      51
963     169
1596    162
1287    214
1599    255
1265    103
1534    209
118     255
276     172
472      56
768     249
632      25
1257    131
480     101
570     255
312     255
1491    117
1670    241
413      89
1273    213
600     255
869      95
1453    139
1449     39
Name: 1399, dtype: int64 0.000000
2046) 504     172
815      80
296      55
348       8
261     191
811       2
192      11
11      127
658      86
1591    252
285      73
788      93
661     183
860     198
1499    170
831     121
48      110
854     174
1240     15
577      77
1517     59
1565     25
1519     82
1395     63
165       6
1024     37
1420     55
1114     90
1295    149
679      10
       ... 
1052     68
1016    255
1696    255
1337    232
282      67
1702    212
464      85
963     185
1596     91
1287     83
1599    255
1265     78
1534     54
118      25
276      49
472      27
768      90
632     212
1257    147
480     193
570      10
312      42
1491    229
1670      4
413      42
1273    132
600     164
869     255
1453    127
1449    106
Name: 1719, dtype: int64 0.000000
2047) 504     157
815     169
296      56
348      81
261     186
811      23
192      64
11       91
658      96
1591    139
285      91
788      79
661     187
860     128
1499    211
831     161
48       95
854     171
1240    108
577      35
1517      6
1565     48
1519     82
1395      6
165      24
1024     65
1420     40
1114    220
1295    149
679      13
       ... 
1052     58
1016     13
1696    255
1337    232
282      77
1702    211
464      19
963     164
1596    134
1287    121
1599    255
1265     76
1534     92
118      26
276      70
472      91
768      70
632     227
1257    254
480     195
570      41
312      37
1491    133
1670      3
413      31
1273    129
600     172
869     255
1453    130
1449    118
Name: 1717, dtype: int64 0.000000
2048) 504     142
815      50
296      49
348     140
261      95
811      82
192     143
11      228
658     159
1591     84
285      44
788      61
661      55
860      76
1499    204
831     194
48      137
854     106
1240    148
577      66
1517    131
1565    249
1519    255
1395    106
165     235
1024    119
1420    163
1114    208
1295    255
679     120
       ... 
1052     78
1016    255
1696    255
1337    232
282     162
1702    108
464     142
963     196
1596    119
1287    154
1599    212
1265    109
1534    186
118     135
276      91
472      58
768     142
632     114
1257    114
480     115
570      89
312     226
1491    241
1670    160
413     100
1273    103
600      81
869      23
1453    173
1449     44
Name: 1405, dtype: int64 0.000000
2049) 504     177
815     184
296      47
348     175
261     192
811      77
192      93
11      112
658     112
1591    158
285      89
788     144
661     174
860      62
1499    101
831     144
48       87
854     188
1240    142
577     102
1517     31
1565    103
1519     81
1395     77
165      52
1024    103
1420     13
1114    202
1295    149
679      79
       ... 
1052     26
1016     17
1696    255
1337    232
282     161
1702    115
464      36
963     147
1596    116
1287     61
1599    255
1265     76
1534     90
118      33
276     154
472     129
768      90
632     227
1257    254
480     106
570      96
312      77
1491    155
1670     61
413      92
1273    141
600     129
869     255
1453    111
1449    108
Name: 1714, dtype: int64 0.000000
2050) 504     175
815      61
296      81
348     158
261      92
811      62
192     125
11      159
658     159
1591     96
285      22
788      74
661      79
860      54
1499    137
831     202
48      180
854     130
1240    118
577      83
1517    141
1565    122
1519    255
1395    124
165     219
1024    101
1420    158
1114    207
1295    255
679     112
       ... 
1052     88
1016    255
1696    255
1337    232
282     158
1702    108
464      31
963     193
1596    130
1287    164
1599    250
1265    113
1534    234
118     104
276      83
472      88
768     200
632     168
1257     52
480      82
570      93
312     170
1491    251
1670    119
413      98
1273    105
600      70
869       9
1453    172
1449     37
Name: 1407, dtype: int64 0.000000
2051) 504     220
815      66
296      77
348     145
261      17
811      32
192      85
11      133
658     158
1591     85
285      27
788      80
661      38
860      58
1499    100
831     199
48       67
854     123
1240    119
577     211
1517    174
1565    124
1519    255
1395    120
165      52
1024    170
1420    156
1114    206
1295    255
679      95
       ... 
1052    104
1016    255
1696    255
1337    232
282     147
1702    108
464      27
963     169
1596     75
1287    174
1599    167
1265    111
1534    237
118     128
276      66
472     104
768     140
632     177
1257     47
480     133
570      88
312     172
1491    244
1670     77
413     105
1273     97
600      67
869      12
1453    195
1449     30
Name: 1408, dtype: int64 0.000000
2052) 504     221
815      75
296     107
348     163
261      21
811      10
192      68
11      140
658      92
1591     90
285      45
788      84
661      16
860     101
1499    197
831     203
48       38
854     180
1240    116
577      90
1517    155
1565     49
1519    255
1395    109
165      52
1024    136
1420    160
1114     63
1295    255
679      37
       ... 
1052    179
1016    255
1696    255
1337    232
282      18
1702     86
464      43
963     141
1596     41
1287    161
1599    171
1265    111
1534    177
118     119
276      57
472     249
768     201
632     173
1257     57
480     176
570      93
312     173
1491    243
1670     51
413      46
1273    100
600      35
869       5
1453    185
1449     42
Name: 1409, dtype: int64 0.000000
2053) 504     188
815      18
296     114
348     167
261     134
811      18
192     174
11      138
658      15
1591     80
285      65
788     139
661       6
860      45
1499    239
831      96
48       87
854      12
1240     88
577      17
1517    140
1565    125
1519    255
1395    108
165      20
1024     60
1420    181
1114     31
1295    255
679      98
       ... 
1052    153
1016    140
1696    255
1337    232
282       3
1702     74
464      30
963     153
1596     12
1287    118
1599    252
1265    110
1534     95
118      85
276     121
472      99
768     236
632      25
1257     71
480      68
570      15
312      98
1491    232
1670     37
413      86
1273     95
600     168
869      10
1453    154
1449     88
Name: 1411, dtype: int64 0.000000
2054) 504     171
815      46
296     111
348      15
261     163
811      76
192     170
11       80
658      19
1591     79
285     238
788     205
661      11
860      47
1499    194
831      36
48       75
854      15
1240    103
577     177
1517     51
1565    124
1519    255
1395    106
165      12
1024     74
1420     30
1114    100
1295    255
679     148
       ... 
1052    122
1016     56
1696    255
1337    232
282       3
1702     94
464     181
963     237
1596     91
1287     59
1599    211
1265    109
1534     80
118      11
276      52
472      80
768     239
632      66
1257     46
480      67
570      15
312      61
1491    238
1670     30
413     228
1273    132
600     200
869      27
1453    113
1449    106
Name: 1412, dtype: int64 0.000000
2055) 504     150
815     112
296      65
348     151
261     200
811      70
192     146
11      255
658     173
1591     58
285      59
788     160
661      78
860     113
1499    167
831     174
48       87
854     106
1240    180
577      65
1517    239
1565     57
1519     78
1395     80
165     231
1024     52
1420     71
1114    144
1295    133
679      70
       ... 
1052    118
1016    255
1696    255
1337    232
282     192
1702    108
464     195
963     103
1596    160
1287    129
1599    223
1265     37
1534    150
118      39
276      60
472     190
768     205
632     167
1257    150
480      20
570      77
312      18
1491     87
1670     92
413     106
1273    115
600     178
869      22
1453    114
1449    119
Name: 1707, dtype: int64 0.000000
2056) 504     212
815     149
296       2
348      39
261     144
811      95
192     172
11       34
658      55
1591     81
285     254
788     136
661      14
860      50
1499    135
831      77
48      122
854     211
1240    145
577      70
1517    192
1565     82
1519    255
1395    102
165      17
1024     98
1420     62
1114    182
1295    100
679     211
       ... 
1052    228
1016     39
1696    255
1337    232
282     211
1702     94
464      17
963     197
1596     49
1287     64
1599    251
1265    109
1534    122
118      64
276      58
472     251
768     238
632     240
1257     70
480     215
570     208
312      55
1491    227
1670     25
413     236
1273    103
600     217
869      56
1453    115
1449    114
Name: 1415, dtype: int64 0.000000
2057) 504     211
815     189
296       7
348      58
261     107
811     100
192     175
11       34
658      35
1591     91
285     246
788     206
661      14
860      49
1499     66
831      65
48      150
854     212
1240    188
577     102
1517    175
1565     61
1519    245
1395     99
165      18
1024     96
1420     38
1114    220
1295    111
679     212
       ... 
1052    185
1016     30
1696    255
1337    232
282      95
1702    103
464     141
963     164
1596     47
1287     72
1599    211
1265    111
1534    134
118      66
276     147
472     252
768     240
632     241
1257    105
480     186
570     211
312      57
1491    225
1670     27
413     232
1273     83
600     218
869      72
1453    127
1449    129
Name: 1416, dtype: int64 0.000000
2058) 504     213
815     205
296       2
348     194
261      93
811      90
192     177
11       37
658      30
1591     78
285     246
788     204
661      16
860      79
1499     27
831      56
48      115
854     211
1240    217
577     197
1517    198
1565     47
1519     99
1395     95
165      29
1024     95
1420     46
1114    156
1295    106
679     212
       ... 
1052    185
1016     21
1696    255
1337    232
282     172
1702    117
464     156
963     204
1596     10
1287    139
1599    210
1265    112
1534     97
118      68
276     142
472     251
768     240
632     241
1257     76
480     185
570     213
312      42
1491    224
1670     29
413     234
1273     69
600     218
869      99
1453    124
1449    133
Name: 1417, dtype: int64 0.000000
2059) 504     140
815      26
296      96
348     123
261     213
811     255
192     255
11      248
658     204
1591    217
285     101
788     185
661      43
860       6
1499     24
831     184
48       91
854      65
1240     57
577      55
1517    241
1565    240
1519    155
1395    171
165     235
1024    115
1420     37
1114     19
1295    146
679     185
       ... 
1052    111
1016    255
1696    255
1337    232
282     240
1702    108
464     194
963     148
1596     93
1287    218
1599     72
1265     34
1534    141
118     255
276      89
472     184
768     199
632      99
1257    165
480      16
570      79
312     255
1491     25
1670    106
413     100
1273    142
600      12
869     158
1453      5
1449     56
Name: 1704, dtype: int64 0.000000
2060) 504     214
815     220
296      22
348      11
261      75
811     135
192     181
11      106
658      31
1591    104
285     252
788     193
661      22
860      78
1499     79
831      52
48      162
854     208
1240    207
577     189
1517    210
1565     25
1519     51
1395     93
165      39
1024     92
1420     56
1114    136
1295     17
679     210
       ... 
1052    179
1016     40
1696    255
1337    232
282      18
1702    118
464     176
963     178
1596      4
1287     89
1599    139
1265    107
1534    110
118      21
276     124
472     251
768     239
632     195
1257    132
480     188
570     215
312      60
1491    245
1670     61
413     237
1273      5
600     219
869      68
1453    126
1449    108
Name: 1419, dtype: int64 0.000000
2061) 504     214
815     221
296      78
348      10
261       1
811     137
192     181
11      127
658      32
1591    163
285     252
788     182
661      20
860     106
1499     90
831      38
48      147
854     205
1240    120
577     203
1517    231
1565     25
1519     38
1395     89
165      28
1024     92
1420     91
1114    117
1295     47
679     210
       ... 
1052    173
1016     45
1696    255
1337    232
282       6
1702    125
464     142
963     135
1596     12
1287     32
1599    148
1265    108
1534     83
118      48
276     135
472     249
768     240
632     246
1257     47
480     219
570     215
312      45
1491    249
1670     37
413     238
1273     60
600     219
869      27
1453    136
1449     95
Name: 1420, dtype: int64 0.000000
2062) 504     111
815      58
296      98
348     111
261     237
811     255
192     255
11      227
658     214
1591    249
285      88
788     255
661      35
860       0
1499    110
831     181
48      106
854      43
1240     58
577      51
1517    238
1565    255
1519    255
1395     10
165     231
1024    192
1420     24
1114     35
1295    178
679     255
       ... 
1052    106
1016    255
1696    255
1337    232
282     255
1702    108
464     211
963     142
1596    145
1287    220
1599    130
1265     28
1534    143
118     255
276      92
472     160
768     201
632      99
1257    142
480      11
570     236
312     255
1491     36
1670    128
413      91
1273    169
600      79
869     151
1453      8
1449     71
Name: 1703, dtype: int64 0.000000
2063) 504     209
815     122
296     141
348     161
261      99
811     255
192     255
11       90
658      43
1591    255
285      59
788     255
661      63
860     224
1499     99
831     127
48      226
854     255
1240     79
577      89
1517     52
1565    255
1519    255
1395    255
165     189
1024    185
1420    238
1114     48
1295     94
679      23
       ... 
1052    158
1016    255
1696    255
1337    123
282     186
1702    108
464      61
963     237
1596    208
1287    228
1599    255
1265    101
1534    214
118     255
276     131
472      66
768      99
632      34
1257    127
480      62
570     174
312     255
1491     51
1670    224
413      96
1273    177
600     254
869      43
1453     84
1449     33
Name: 1397, dtype: int64 0.000000
2064) 504     157
815      21
296      29
348       6
261     190
811       6
192      13
11       82
658      83
1591    245
285     139
788      62
661     226
860     221
1499    188
831      29
48      169
854     189
1240     35
577      77
1517    177
1565     63
1519     76
1395     48
165      12
1024    111
1420     64
1114    190
1295     80
679      11
       ... 
1052    220
1016    183
1696    255
1337    232
282       1
1702    201
464     195
963     138
1596    112
1287     79
1599    173
1265    100
1534     55
118      31
276      28
472      24
768      64
632     183
1257    142
480     231
570       5
312      94
1491    197
1670      7
413     191
1273    114
600     196
869     255
1453    156
1449     85
Name: 1722, dtype: int64 0.000000
2065) 504     194
815       1
296     255
348      45
261     185
811     255
192     255
11       26
658      35
1591    235
285     113
788     255
661     188
860     116
1499      2
831     192
48        0
854     255
1240    196
577     255
1517     26
1565    255
1519    255
1395    255
165     166
1024    222
1420    202
1114    129
1295    157
679     255
       ... 
1052    167
1016    255
1696    255
1337     47
282     247
1702    108
464     109
963     225
1596    141
1287    213
1599    255
1265     72
1534    179
118     255
276     205
472     163
768     251
632      25
1257    158
480      52
570     255
312     255
1491    120
1670    235
413      83
1273    255
600     255
869     255
1453    119
1449     89
Name: 1699, dtype: int64 0.000000
2066) 504     173
815      23
296       6
348       6
261     196
811      14
192      56
11       66
658      78
1591    203
285     104
788      51
661      19
860     232
1499    189
831       8
48      150
854     145
1240    118
577     199
1517    147
1565     31
1519     73
1395     43
165       9
1024    117
1420     55
1114    118
1295     86
679      44
       ... 
1052    215
1016    165
1696    255
1337    232
282      72
1702    207
464     211
963     128
1596    124
1287     76
1599    146
1265     84
1534     20
118      41
276      25
472      14
768       5
632     149
1257    185
480     234
570       8
312      99
1491    195
1670      8
413     143
1273    136
600     118
869     255
1453    166
1449     85
Name: 1723, dtype: int64 0.000000
2067) 504     170
815     164
296      82
348     142
261      27
811       3
192      36
11       61
658     120
1591    164
285      39
788      78
661     173
860      54
1499    105
831     102
48      103
854     161
1240     14
577      97
1517    142
1565     18
1519     56
1395     34
165      18
1024     24
1420    202
1114    110
1295     70
679      65
       ... 
1052    214
1016    159
1696     23
1337    232
282     137
1702    125
464      43
963     122
1596    236
1287    166
1599    255
1265     80
1534    238
118      32
276      55
472      10
768      52
632      63
1257    255
480     190
570       3
312      90
1491     95
1670     68
413      99
1273     77
600     154
869      33
1453    176
1449     39
Name: 1735, dtype: int64 0.000000
2068) 504     159
815     110
296      63
348     119
261      58
811       3
192      37
11      103
658     151
1591    172
285      27
788      80
661     193
860      56
1499    178
831     108
48       69
854     167
1240    120
577     179
1517    122
1565     16
1519     27
1395     12
165      13
1024     77
1420    199
1114    121
1295     72
679      64
       ... 
1052    213
1016    122
1696     24
1337    232
282     135
1702    120
464      52
963      22
1596    148
1287    127
1599    255
1265     80
1534    223
118       2
276      71
472      11
768      58
632      83
1257    255
480     172
570       4
312       9
1491     81
1670     73
413      91
1273     66
600     159
869     115
1453    179
1449     46
Name: 1734, dtype: int64 0.000000
2069) 504     180
815     236
296     219
348     181
261      65
811     109
192     168
11       92
658       9
1591    253
285       4
788     193
661     118
860     150
1499     85
831      28
48      144
854      17
1240     14
577     236
1517    186
1565     92
1519     41
1395     19
165      29
1024     58
1420    113
1114    127
1295     31
679     197
       ... 
1052    190
1016    255
1696    176
1337    232
282      18
1702    252
464      81
963     183
1596     23
1287     44
1599     64
1265    234
1534     34
118      24
276     161
472     250
768     240
632       1
1257     71
480     244
570     218
312     194
1491    250
1670     85
413     219
1273     93
600     217
869      31
1453    192
1449    171
Name: 1376, dtype: int64 0.000000
2070) 504     167
815     145
296      67
348       8
261      43
811       5
192      38
11      123
658     140
1591    143
285      57
788      81
661     201
860      60
1499    189
831      23
48      128
854       9
1240    188
577     237
1517    153
1565     38
1519     68
1395     20
165       9
1024     79
1420     91
1114    128
1295     82
679      72
       ... 
1052    213
1016    122
1696     24
1337    232
282     127
1702    121
464      57
963      27
1596    155
1287    157
1599    255
1265     83
1534    198
118      11
276     115
472      11
768      54
632      41
1257    255
480     140
570       6
312      11
1491     55
1670     62
413      83
1273    103
600     158
869     249
1453    135
1449     48
Name: 1733, dtype: int64 0.000000
2071) 504     134
815     194
296      79
348       7
261     180
811      15
192      41
11      131
658     118
1591    168
285      32
788      87
661     200
860     110
1499    177
831      23
48      154
854       4
1240    109
577     235
1517    199
1565     51
1519     50
1395     42
165      23
1024     73
1420     59
1114    144
1295     82
679     133
       ... 
1052    212
1016    156
1696     28
1337    232
282     131
1702    127
464      43
963      69
1596    149
1287    109
1599    255
1265     88
1534    157
118      67
276     107
472      10
768      58
632      23
1257    255
480     233
570       7
312      18
1491     88
1670     69
413      76
1273     87
600     159
869     252
1453    167
1449     59
Name: 1732, dtype: int64 0.000000
2072) 504     157
815     115
296      81
348       6
261     180
811      21
192      49
11      125
658       6
1591    176
285      67
788      76
661       9
860     170
1499    204
831      22
48      135
854       5
1240     23
577     232
1517    200
1565     65
1519     37
1395     44
165       7
1024     83
1420     39
1114    135
1295    155
679      73
       ... 
1052    214
1016    144
1696     26
1337    232
282     126
1702    128
464      43
963      68
1596    183
1287     93
1599    222
1265     88
1534    120
118      46
276     129
472       9
768      64
632      18
1257    255
480     234
570      70
312      32
1491    106
1670     77
413     125
1273     87
600     172
869     255
1453    202
1449     71
Name: 1731, dtype: int64 0.000000
2073) 504     146
815     135
296      57
348       8
261     190
811      25
192      53
11       85
658       4
1591    171
285     100
788     127
661      17
860     212
1499    206
831      21
48      143
854       5
1240     47
577     177
1517    200
1565     71
1519     34
1395     23
165       5
1024    123
1420     63
1114    138
1295    151
679     100
       ... 
1052    215
1016    149
1696     16
1337    232
282     125
1702    150
464      51
963      23
1596    192
1287     79
1599    182
1265     87
1534    193
118      34
276      79
472      12
768     109
632      12
1257    255
480     234
570      26
312      88
1491    128
1670     72
413     237
1273    110
600      70
869     255
1453    201
1449     68
Name: 1730, dtype: int64 0.000000
2074) 504     209
815     234
296     184
348     127
261     127
811     123
192     128
11       84
658      25
1591     69
285     249
788     202
661      16
860     185
1499     85
831      61
48       76
854      91
1240     71
577     213
1517     86
1565    100
1519     31
1395     55
165      37
1024    122
1420     67
1114     90
1295    103
679     210
       ... 
1052    179
1016     68
1696     13
1337    232
282       9
1702    108
464     106
963     230
1596     91
1287     55
1599    130
1265    107
1534     30
118      58
276     162
472     193
768     199
632     206
1257     76
480     227
570     215
312      75
1491    244
1670     68
413     240
1273    131
600     217
869     234
1453    217
1449    116
Name: 1382, dtype: int64 0.000000
2075) 504     215
815     241
296     177
348     100
261     115
811     128
192     143
11       82
658      24
1591     71
285     214
788     166
661      15
860     221
1499     86
831      84
48       59
854      70
1240    122
577     214
1517     90
1565     75
1519     26
1395     50
165      10
1024    124
1420     73
1114     96
1295     96
679     199
       ... 
1052    175
1016     81
1696     33
1337    232
282       9
1702    109
464     157
963     130
1596    124
1287     62
1599    155
1265    112
1534      8
118      81
276     156
472     227
768     224
632     185
1257     58
480     240
570     218
312      39
1491    240
1670     82
413     241
1273    100
600     216
869     238
1453    216
1449    104
Name: 1383, dtype: int64 0.000000
2076) 504     134
815       8
296      66
348      10
261     193
811      40
192      55
11      106
658       2
1591    180
285      52
788     148
661       6
860     222
1499    203
831      31
48       54
854      66
1240    155
577      11
1517    168
1565     75
1519     30
1395     30
165       6
1024    109
1420     32
1114    149
1295    116
679     189
       ... 
1052    216
1016    129
1696     22
1337    232
282     125
1702    184
464      37
963      25
1596    147
1287     79
1599    189
1265     83
1534    233
118      30
276      28
472      20
768     227
632      12
1257    255
480     102
570     137
312      80
1491    115
1670     57
413     240
1273    133
600     100
869     255
1453    194
1449     65
Name: 1729, dtype: int64 0.000000
2077) 504     217
815     238
296     165
348     207
261     148
811     121
192     161
11       81
658      23
1591     67
285     234
788     201
661      16
860     228
1499    147
831      86
48       96
854      28
1240    153
577     194
1517     51
1565     94
1519     27
1395     46
165       6
1024    168
1420    224
1114     80
1295     56
679     168
       ... 
1052    174
1016     76
1696     10
1337    232
282       9
1702    118
464     174
963      77
1596    148
1287    126
1599    111
1265    106
1534     32
118     120
276     172
472     207
768     215
632     201
1257     94
480     245
570     218
312      29
1491    187
1670     78
413     241
1273     86
600     217
869     239
1453    215
1449     81
Name: 1385, dtype: int64 0.000000
2078) 504     216
815     236
296     233
348     248
261       7
811     128
192     138
11       84
658      24
1591     46
285     244
788     212
661      17
860     231
1499    183
831      67
48      220
854      21
1240    126
577     175
1517     35
1565     99
1519     31
1395     45
165       8
1024     80
1420    224
1114     70
1295     42
679     149
       ... 
1052    172
1016     58
1696      3
1337    232
282      13
1702    118
464     167
963      12
1596    134
1287    158
1599    109
1265    104
1534    109
118      63
276     171
472     240
768     222
632     183
1257     45
480     246
570     217
312     109
1491    152
1670    130
413     239
1273    100
600     219
869     236
1453    199
1449     43
Name: 1386, dtype: int64 0.000000
2079) 504     216
815     218
296     232
348     252
261      24
811     116
192     192
11       69
658      25
1591     65
285     245
788     205
661      17
860     242
1499    203
831      12
48      248
854      20
1240    105
577     183
1517     47
1565    137
1519     52
1395     43
165      12
1024    131
1420    222
1114     13
1295     46
679     150
       ... 
1052    172
1016     62
1696      8
1337    232
282       8
1702    118
464     171
963      32
1596     62
1287     38
1599     61
1265    103
1534    147
118      89
276     152
472     237
768     241
632     168
1257    115
480     245
570     219
312      25
1491    178
1670    147
413     238
1273     86
600     216
869     126
1453    209
1449     38
Name: 1387, dtype: int64 0.000000
2080) 504     172
815      17
296      82
348       7
261     195
811      55
192      51
11      116
658       7
1591    180
285      33
788      52
661       3
860     234
1499    196
831      11
48       62
854     185
1240    172
577       7
1517    149
1565     74
1519     37
1395     53
165       6
1024    155
1420     49
1114    154
1295    100
679     149
       ... 
1052    216
1016     85
1696     74
1337    232
282     123
1702    227
464     194
963      25
1596    215
1287     71
1599     39
1265     80
1534    240
118      30
276      19
472     192
768     226
632      13
1257    254
480      90
570      69
312      88
1491    146
1670     57
413     231
1273    131
600      36
869     255
1453    190
1449     59
Name: 1728, dtype: int64 0.000000
2081) 504     214
815     215
296     219
348     253
261      64
811     111
192     198
11       51
658      26
1591     26
285     244
788     224
661      17
860     229
1499    128
831     135
48      255
854      15
1240     91
577     234
1517     49
1565    175
1519    255
1395     37
165       5
1024    164
1420    233
1114     62
1295     92
679     209
       ... 
1052    167
1016     65
1696    133
1337    232
282       8
1702    108
464     171
963      22
1596     41
1287    189
1599    109
1265    102
1534    159
118      14
276     195
472     118
768     236
632     148
1257    250
480     187
570     218
312     189
1491    207
1670    158
413     202
1273     92
600     214
869      71
1453    197
1449     21
Name: 1389, dtype: int64 0.000000
2082) 504      14
815       9
296      58
348       7
261     196
811      34
192      55
11       88
658      78
1591    198
285     100
788      40
661       8
860     228
1499    195
831       7
48       97
854     141
1240    174
577       2
1517    150
1565     78
1519     27
1395      7
165       6
1024     70
1420     48
1114    154
1295     95
679      77
       ... 
1052    218
1016    150
1696    255
1337    232
282     102
1702    165
464     148
963      23
1596    100
1287     13
1599     32
1265     92
1534    234
118      29
276      24
472      75
768     225
632      14
1257    255
480     121
570      56
312      94
1491    180
1670     28
413     149
1273    142
600      11
869     255
1453    189
1449     58
Name: 1727, dtype: int64 0.000000
2083) 504     219
815     127
296     122
348     254
261      67
811      89
192      54
11       58
658      26
1591     29
285      70
788     142
661      20
860     227
1499     66
831     135
48      230
854      38
1240     66
577     151
1517     51
1565    255
1519    255
1395     32
165      12
1024    192
1420    227
1114     35
1295    154
679      95
       ... 
1052    159
1016    255
1696    136
1337    232
282      24
1702    108
464     171
963     144
1596     48
1287     47
1599    178
1265    102
1534    108
118      27
276     189
472     107
768     139
632     102
1257     77
480     117
570     207
312     185
1491    228
1670    182
413     112
1273     78
600     199
869      28
1453    174
1449     29
Name: 1391, dtype: int64 0.000000
2084) 504     217
815     146
296     126
348     248
261      78
811     121
192      99
11       64
658      26
1591     51
285      70
788      58
661      42
860      87
1499     77
831     135
48      228
854     130
1240     61
577     110
1517     60
1565    255
1519    255
1395     21
165     226
1024    102
1420    227
1114    229
1295    155
679     112
       ... 
1052    152
1016    255
1696    156
1337    232
282      53
1702    108
464     142
963     122
1596     53
1287     97
1599    166
1265    104
1534    186
118     128
276     189
472     102
768     125
632      87
1257     11
480     129
570     109
312     182
1491    224
1670    190
413     114
1273    100
600     168
869      15
1453    142
1449     28
Name: 1392, dtype: int64 0.000000
2085) 504     125
815       5
296      15
348       6
261     198
811      12
192      60
11       82
658      20
1591    171
285      56
788      39
661      40
860     232
1499    193
831      11
48      146
854       9
1240     25
577      11
1517    108
1565     79
1519     14
1395     55
165       5
1024    144
1420     65
1114     87
1295     94
679      78
       ... 
1052    215
1016    142
1696    255
1337    232
282     113
1702    178
464     135
963      15
1596    109
1287     41
1599     34
1265    216
1534    182
118      30
276      28
472      10
768      38
632      14
1257    165
480     100
570      39
312      92
1491    181
1670     16
413       1
1273    157
600      10
869     255
1453    157
1449     70
Name: 1726, dtype: int64 0.000000
2086) 504     130
815     143
296     101
348      93
261     255
811     255
192     255
11       86
658     217
1591    139
285     106
788     255
661     255
860       0
1499    198
831     171
48      137
854     203
1240     50
577      51
1517    208
1565    223
1519    255
1395    215
165     248
1024    210
1420     13
1114     53
1295    215
679     255
       ... 
1052     97
1016    255
1696    255
1337    207
282     255
1702    108
464     255
963     124
1596     44
1287    165
1599    165
1265     16
1534    175
118     255
276     145
472     169
768     193
632      79
1257    143
480      17
570     255
312     255
1491     58
1670    184
413      65
1273    211
600     255
869     149
1453      9
1449     70
Name: 1702, dtype: int64 0.000000
2087) 504     211
815     230
296     233
348     136
261      64
811     164
192     180
11       58
658      12
1591    255
285     101
788     168
661       8
860     152
1499     89
831      20
48      131
854       2
1240     50
577     173
1517    162
1565     93
1519     45
1395     59
165      31
1024     95
1420     59
1114    116
1295     66
679     208
       ... 
1052    183
1016    211
1696    173
1337    232
282      12
1702    254
464     121
963     152
1596     26
1287     84
1599    142
1265    126
1534     16
118     127
276     157
472     250
768     240
632       1
1257     53
480     193
570     218
312     175
1491    253
1670     53
413     157
1273     36
600     227
869     158
1453    172
1449    104
Name: 1425, dtype: int64 0.000000
2088) 504     164
815     148
296      46
348     209
261     163
811      82
192     150
11      213
658     123
1591     94
285      63
788     171
661     187
860      59
1499     73
831     215
48       66
854     161
1240    140
577     108
1517     11
1565    116
1519     76
1395     98
165      48
1024    137
1420     93
1114    151
1295    161
679      80
       ... 
1052     19
1016     59
1696    255
1337    232
282     187
1702    118
464     193
963      37
1596    114
1287     51
1599    255
1265     88
1534     65
118       9
276     164
472     172
768      75
632     227
1257    235
480     131
570      93
312      43
1491    101
1670     38
413      60
1273     83
600     103
869     150
1453    121
1449    116
Name: 1662, dtype: int64 0.000000
2089) 504     198
815     216
296      95
348      12
261     165
811       5
192      29
11       53
658      99
1591     36
285      54
788     132
661      67
860     174
1499     83
831      14
48       71
854     132
1240     81
577     205
1517     88
1565    226
1519     54
1395     33
165      58
1024     91
1420    196
1114     70
1295    103
679     201
       ... 
1052    207
1016    153
1696     15
1337    232
282     117
1702    116
464      29
963     118
1596     76
1287    158
1599    242
1265     65
1534    234
118     110
276      83
472      35
768     149
632     242
1257    137
480     146
570       6
312      26
1491    166
1670     91
413     185
1273     67
600     194
869      60
1453    168
1449     45
Name: 1688, dtype: int64 0.000000
2090) 504     191
815     214
296      80
348     157
261     173
811       6
192      28
11       54
658      99
1591     25
285      52
788     135
661     189
860     147
1499    127
831       9
48       85
854     151
1240     78
577     194
1517     93
1565    156
1519     55
1395     18
165      16
1024     74
1420    204
1114    112
1295     25
679     201
       ... 
1052    211
1016     70
1696     23
1337    232
282     110
1702    112
464      33
963     141
1596    143
1287    176
1599    242
1265     63
1534    240
118      76
276      73
472      41
768     146
632     240
1257    180
480     168
570       9
312      24
1491    128
1670     87
413     185
1273     87
600     203
869      18
1453    173
1449     46
Name: 1687, dtype: int64 0.000000
2091) 504     137
815     255
296     241
348      65
261     255
811     255
192     255
11      255
658     188
1591    211
285      28
788     255
661     255
860       5
1499    208
831     209
48       93
854     255
1240     60
577     210
1517    123
1565    255
1519    255
1395    255
165     255
1024    222
1420    142
1114    105
1295    255
679     255
       ... 
1052     73
1016    255
1696    255
1337     99
282     255
1702    108
464     255
963     148
1596    171
1287    249
1599    255
1265    106
1534    165
118     255
276     105
472      69
768     234
632      75
1257    255
480      40
570     255
312     255
1491    154
1670    171
413     255
1273    167
600     255
869      49
1453    204
1449     61
Name: 1451, dtype: int64 0.000000
2092) 504     163
815      39
296      52
348      82
261     191
811     255
192     255
11      255
658     193
1591     97
285      49
788     255
661      37
860      57
1499    208
831     212
48      104
854      64
1240    127
577      60
1517    152
1565    255
1519    255
1395    245
165     238
1024    185
1420    149
1114    201
1295    255
679     255
       ... 
1052     80
1016    255
1696    255
1337    232
282     255
1702    108
464     212
963     162
1596    154
1287    245
1599    252
1265    107
1534    199
118     255
276      97
472      71
768     179
632      83
1257     45
480      27
570     242
312     255
1491    104
1670    172
413      90
1273     89
600     119
869      14
1453    183
1449     50
Name: 1453, dtype: int64 0.000000
2093) 504     148
815      52
296      33
348     125
261      98
811     255
192     255
11      255
658     191
1591     88
285      34
788     134
661      43
860      75
1499    206
831     216
48      143
854      66
1240    147
577      69
1517    133
1565    255
1519    255
1395    177
165     240
1024    126
1420    152
1114    198
1295    255
679     179
       ... 
1052     81
1016    255
1696    255
1337    232
282     238
1702    108
464     103
963     196
1596    153
1287    225
1599    202
1265    108
1534    224
118     255
276     116
472      80
768     180
632     105
1257     47
480      30
570      85
312     255
1491    146
1670    174
413      89
1273    108
600      81
869      11
1453    169
1449     34
Name: 1454, dtype: int64 0.000000
2094) 504     149
815      55
296      28
348     148
261     111
811      73
192     120
11      252
658     184
1591     88
285      25
788      94
661      57
860      65
1499    199
831     217
48      181
854     106
1240    120
577      64
1517    139
1565    215
1519    255
1395    108
165     235
1024     20
1420    155
1114    205
1295    255
679      86
       ... 
1052     96
1016    255
1696    255
1337    232
282     167
1702    108
464      66
963     187
1596     86
1287    129
1599    160
1265    109
1534    223
118     147
276     115
472      70
768     182
632     104
1257    114
480      81
570      86
312     227
1491    198
1670    105
413      92
1273    100
600      81
869      24
1453    162
1449     32
Name: 1455, dtype: int64 0.000000
2095) 504     162
815     216
296      64
348      58
261      17
811       5
192      20
11       56
658     127
1591    162
285      43
788     137
661     193
860     102
1499    165
831       9
48      105
854     176
1240     27
577     211
1517     83
1565     30
1519     48
1395     20
165       7
1024     73
1420    205
1114    116
1295     94
679     196
       ... 
1052    210
1016    104
1696     23
1337    232
282      89
1702    124
464      30
963      28
1596    142
1287    154
1599    242
1265     72
1534    225
118      26
276      57
472     101
768     145
632     194
1257    229
480     154
570       5
312      31
1491     83
1670     67
413     201
1273     62
600     196
869     146
1453    189
1449     29
Name: 1684, dtype: int64 0.000000
2096) 504     151
815      81
296     107
348     167
261      52
811      15
192      46
11      119
658      38
1591     70
285      37
788     133
661      49
860      58
1499    118
831     219
48       76
854     160
1240     85
577      51
1517    152
1565     91
1519    255
1395    105
165      52
1024     99
1420    158
1114     68
1295    255
679      93
       ... 
1052    129
1016    255
1696    255
1337    232
282     128
1702     98
464     194
963     136
1596     79
1287    158
1599    147
1265    105
1534    132
118     144
276      73
472     184
768      42
632     195
1257     59
480      56
570     137
312     161
1491    229
1670     71
413      48
1273    126
600      25
869       7
1453    191
1449     25
Name: 1459, dtype: int64 0.000000
2097) 504     168
815     217
296      59
348       5
261       2
811       5
192      22
11       72
658     117
1591    168
285      51
788     134
661     201
860      82
1499    203
831      20
48       93
854       5
1240     57
577     233
1517     93
1565     55
1519     61
1395     39
165      16
1024     19
1420    117
1114    120
1295    124
679     201
       ... 
1052    214
1016     92
1696     23
1337    232
282      83
1702    123
464      33
963      28
1596    156
1287    168
1599    242
1265     73
1534    147
118      26
276      74
472      95
768     144
632      72
1257    241
480     154
570       6
312      65
1491    219
1670     41
413     195
1273     68
600     203
869     191
1453    167
1449     27
Name: 1683, dtype: int64 0.000000
2098) 504     172
815      42
296     120
348      16
261     208
811      68
192     117
11       29
658      20
1591     47
285       6
788     184
661      15
860      51
1499    230
831      48
48       67
854      21
1240     88
577     214
1517     86
1565    118
1519    191
1395    104
165      21
1024     94
1420     63
1114     73
1295    255
679     183
       ... 
1052     76
1016     54
1696    255
1337    232
282       8
1702    107
464      39
963     204
1596     85
1287     55
1599    227
1265    103
1534     84
118      14
276      63
472     171
768     234
632      63
1257     47
480      13
570      44
312      51
1491    243
1670     61
413     221
1273     75
600     205
869      77
1453    110
1449    114
Name: 1462, dtype: int64 0.000000
2099) 504     184
815      34
296     106
348      20
261      73
811      75
192      99
11      126
658      24
1591     73
285     251
788      93
661      20
860      35
1499    196
831     150
48      114
854     178
1240    122
577     227
1517     91
1565    104
1519    198
1395    101
165       2
1024     60
1420     25
1114    216
1295    218
679     204
       ... 
1052    177
1016     43
1696    255
1337    232
282      55
1702    112
464     206
963     179
1596     31
1287     67
1599    255
1265    104
1534     63
118      52
276      52
472     237
768     235
632      42
1257     46
480      66
570     202
312      41
1491    245
1670     57
413     227
1273     51
600     218
869      40
1453    124
1449    122
Name: 1464, dtype: int64 0.000000
2100) 504     206
815      45
296      34
348      27
261      59
811      78
192     162
11       32
658      26
1591     64
285     251
788      27
661      17
860      45
1499    153
831      78
48      183
854     170
1240    103
577      73
1517    141
1565     80
1519    186
1395     98
165       4
1024    106
1420     48
1114    231
1295     98
679     213
       ... 
1052    137
1016     37
1696    255
1337    232
282     178
1702    110
464      65
963     197
1596     40
1287     63
1599    255
1265    103
1534    127
118      62
276      31
472     247
768     226
632     149
1257     55
480      66
570     204
312      42
1491    230
1670     54
413     231
1273     52
600     219
869      35
1453    115
1449    120
Name: 1465, dtype: int64 0.000000
2101) 504     209
815      56
296       5
348      25
261      46
811      88
192     164
11       36
658      26
1591     65
285     247
788     183
661      23
860      78
1499    134
831      78
48      142
854     204
1240    224
577      16
1517    188
1565     58
1519    218
1395     94
165      16
1024     99
1420     39
1114    229
1295    109
679     214
       ... 
1052    205
1016     27
1696    255
1337    232
282     121
1702    108
464      85
963     168
1596    120
1287     64
1599    255
1265    102
1534    132
118      61
276     147
472     246
768     231
632     214
1257     68
480      47
570     205
312      45
1491    230
1670     55
413     231
1273     60
600     219
869      31
1453    129
1449    103
Name: 1466, dtype: int64 0.000000
2102) 504     208
815      74
296       3
348     134
261      34
811      91
192     167
11       94
658      26
1591     71
285     249
788     185
661      23
860     117
1499    133
831      96
48      133
854     165
1240    227
577      80
1517    183
1565     38
1519    123
1395     93
165      17
1024     95
1420     52
1114    157
1295    111
679     214
       ... 
1052    173
1016     19
1696    255
1337    232
282     127
1702    108
464     111
963     171
1596     25
1287    146
1599    253
1265    102
1534     99
118      64
276     144
472     201
768     227
632     237
1257     70
480      47
570     208
312      48
1491    240
1670     57
413     231
1273     51
600     219
869      62
1453    121
1449     94
Name: 1467, dtype: int64 0.000000
2103) 504     209
815      98
296       2
348     213
261      79
811      59
192     172
11      136
658      26
1591     83
285     249
788     158
661      23
860     147
1499     35
831      96
48      110
854     203
1240    226
577      84
1517    186
1565     31
1519     73
1395     90
165      28
1024     96
1420     29
1114    124
1295    111
679     202
       ... 
1052    175
1016     12
1696    255
1337    232
282     136
1702    118
464     128
963     145
1596    123
1287    119
1599    251
1265    101
1534    105
118      11
276     128
472     177
768     227
632     235
1257     45
480      48
570     209
312      57
1491    246
1670     52
413     224
1273     63
600     222
869     122
1453    118
1449    113
Name: 1468, dtype: int64 0.000000
2104) 504     163
815     131
296      24
348       6
261     188
811       4
192       8
11       80
658      61
1591    154
285      13
788     139
661     209
860     240
1499    186
831       9
48      121
854      74
1240      9
577     206
1517    205
1565     19
1519     62
1395     68
165      13
1024    115
1420     76
1114    133
1295     78
679     114
       ... 
1052    216
1016    255
1696    255
1337    232
282      46
1702    198
464      22
963     196
1596    106
1287     28
1599    255
1265     89
1534     48
118      40
276      26
472     167
768     219
632      72
1257    207
480     120
570      15
312      56
1491    200
1670     32
413      89
1273    101
600     206
869     255
1453    148
1449    102
Name: 1670, dtype: int64 0.000000
2105) 504     164
815      93
296      88
348       8
261     177
811       2
192      15
11      121
658      37
1591    138
285      51
788      99
661     175
860     139
1499    203
831      16
48      163
854      16
1240     13
577     173
1517     59
1565     32
1519     77
1395     72
165       8
1024    112
1420     42
1114    198
1295    149
679      98
       ... 
1052     95
1016    214
1696    255
1337    232
282      38
1702    191
464       9
963     169
1596    188
1287    154
1599    255
1265     83
1534     64
118      42
276      33
472      56
768     200
632     188
1257    157
480     118
570     146
312      78
1491    240
1670     33
413      69
1273    108
600     205
869     255
1453    115
1449    101
Name: 1668, dtype: int64 0.000000
2106) 504     170
815     116
296      77
348       7
261     189
811       2
192      32
11      144
658      40
1591     93
285      47
788      47
661     140
860     108
1499    203
831      60
48      109
854      38
1240     23
577     110
1517     32
1565     37
1519     76
1395     49
165       7
1024     60
1420     52
1114    200
1295    149
679      79
       ... 
1052     75
1016     26
1696    255
1337    232
282      37
1702    201
464       9
963     165
1596     92
1287    123
1599    255
1265     81
1534     68
118      34
276      53
472      46
768     195
632     227
1257    255
480     115
570      15
312      77
1491    241
1670     31
413      62
1273    125
600     206
869     255
1453    127
1449    102
Name: 1667, dtype: int64 0.000000
2107) 504     183
815     149
296      44
348      31
261     188
811       4
192      66
11      150
658      74
1591     65
285      32
788      80
661     200
860      50
1499    207
831     153
48       72
854      83
1240    143
577      60
1517     98
1565     47
1519     78
1395     61
165      21
1024     68
1420     56
1114    225
1295    142
679      60
       ... 
1052     50
1016     18
1696    255
1337    232
282      55
1702    231
464       9
963     185
1596    100
1287     76
1599    255
1265     84
1534    109
118      43
276      92
472      80
768     179
632     223
1257    239
480     108
570      15
312      83
1491    115
1670     33
413      53
1273    116
600     206
869     255
1453    118
1449    114
Name: 1666, dtype: int64 0.000000
2108) 504     161
815     172
296      54
348     135
261     197
811      25
192      63
11       94
658     106
1591     51
285      17
788     115
661     183
860      36
1499    210
831     213
48       55
854     148
1240    136
577      37
1517     82
1565     68
1519     79
1395     78
165      37
1024     21
1420     71
1114    210
1295    142
679      53
       ... 
1052     33
1016     34
1696    255
1337    232
282      96
1702    116
464      11
963     132
1596    174
1287     61
1599    255
1265     83
1534     67
118      25
276     119
472      96
768     141
632     226
1257    237
480      97
570      93
312      68
1491     97
1670     35
413      37
1273    110
600     203
869     255
1453    120
1449    120
Name: 1665, dtype: int64 0.000000
2109) 504     204
815      55
296     255
348      44
261     124
811     255
192     255
11       36
658      42
1591    255
285      96
788     255
661      54
860     226
1499      0
831     196
48       81
854     255
1240     65
577     255
1517     37
1565    255
1519    255
1395    255
165     176
1024    212
1420    236
1114    221
1295     88
679     255
       ... 
1052    116
1016    255
1696    255
1337     48
282     243
1702    108
464      43
963     206
1596    156
1287    248
1599    255
1265     91
1534    202
118     255
276     178
472      54
768     247
632      22
1257     32
480     102
570     255
312     255
1491    117
1670    238
413      89
1273    211
600     255
869     155
1453    145
1449     38
Name: 1449, dtype: int64 0.000000
2110) 504     196
815      69
296     140
348     154
261     107
811     255
192     255
11      105
658      38
1591    249
285     109
788     255
661      63
860     221
1499     88
831     193
48      215
854     255
1240    216
577     121
1517     36
1565    255
1519    255
1395    255
165     189
1024    137
1420    225
1114     27
1295    110
679      16
       ... 
1052    121
1016    255
1696    255
1337    123
282     168
1702    108
464      63
963     163
1596    216
1287    181
1599    255
1265     90
1534    218
118     255
276      93
472      60
768      67
632      34
1257    133
480      59
570     175
312     255
1491     59
1670    237
413      95
1273    176
600     254
869      41
1453     79
1449     26
Name: 1447, dtype: int64 0.000000
2111) 504     172
815       1
296     245
348      52
261     189
811     255
192     255
11       42
658      33
1591    148
285     123
788     255
661     193
860     159
1499      0
831     182
48        0
854     255
1240    170
577     181
1517     43
1565    255
1519    255
1395    255
165     173
1024    222
1420    193
1114    118
1295    140
679     237
       ... 
1052    170
1016    253
1696    255
1337    108
282     161
1702    108
464      97
963     150
1596    112
1287     78
1599    254
1265     74
1534    172
118     255
276     115
472     170
768     148
632      30
1257     45
480      44
570     252
312     255
1491     85
1670    231
413      86
1273    235
600     255
869     255
1453     87
1449     90
Name: 1698, dtype: int64 0.000000
2112) 504     196
815      63
296     136
348     175
261      93
811     255
192     255
11      113
658      38
1591    143
285      84
788     122
661      85
860     188
1499     79
831     194
48      220
854     255
1240    155
577      82
1517     36
1565    255
1519    255
1395    255
165     189
1024     54
1420    232
1114    203
1295    135
679     123
       ... 
1052    137
1016    205
1696    255
1337    166
282     164
1702    108
464      56
963     160
1596    213
1287    184
1599    251
1265     90
1534    222
118     255
276      69
472      65
768      59
632      41
1257      2
480     121
570      80
312     255
1491    180
1670    228
413      97
1273    108
600     180
869      47
1453     71
1449     18
Name: 1446, dtype: int64 0.000000
2113) 504     181
815       1
296      89
348      71
261     182
811     255
192     255
11       90
658      33
1591    148
285     134
788     255
661     162
860     167
1499      3
831     182
48        0
854     255
1240    125
577     141
1517     34
1565    255
1519    255
1395    246
165     166
1024    222
1420    186
1114    118
1295    130
679      42
       ... 
1052    171
1016    222
1696    255
1337    121
282     184
1702    108
464      90
963     191
1596    191
1287     76
1599    245
1265     78
1534    204
118     255
276     115
472     169
768     149
632      36
1257    117
480      32
570     179
312     255
1491     35
1670    229
413      85
1273    210
600     255
869     255
1453     62
1449     75
Name: 1697, dtype: int64 0.000000
2114) 504     179
815       2
296      95
348     141
261     184
811     255
192     255
11       86
658      33
1591     73
285      95
788     171
661      97
860     163
1499      6
831     193
48        2
854     255
1240    114
577      79
1517     25
1565    255
1519    255
1395    244
165     176
1024    145
1420    195
1114    132
1295    115
679      27
       ... 
1052    173
1016    120
1696    255
1337    165
282     169
1702    108
464     130
963     151
1596    200
1287    120
1599    235
1265     77
1534    221
118     255
276     241
472     173
768     158
632      43
1257      3
480      46
570      77
312     255
1491     26
1670    228
413      89
1273    128
600      28
869     255
1453     49
1449     45
Name: 1696, dtype: int64 0.000000
2115) 504     179
815       2
296     106
348     194
261     186
811     242
192     255
11       74
658      36
1591     97
285     108
788     142
661      92
860     152
1499    105
831     196
48      136
854     101
1240    103
577      72
1517     34
1565    255
1519    233
1395    167
165     186
1024     76
1420    181
1114     98
1295    115
679      27
       ... 
1052    174
1016     88
1696    255
1337    219
282     172
1702    108
464      81
963     169
1596    186
1287    112
1599    197
1265     74
1534    190
118     255
276     212
472     173
768     163
632      53
1257      2
480      49
570      79
312     255
1491     37
1670    218
413      93
1273    176
600      26
869     255
1453     49
1449     37
Name: 1695, dtype: int64 0.000000
2116) 504     167
815      83
296     103
348     187
261     185
811      81
192     173
11       67
658      44
1591     58
285      89
788     148
661      92
860     153
1499     67
831     193
48      216
854      45
1240    104
577      62
1517     39
1565    255
1519    177
1395    155
165     207
1024     69
1420    146
1114     56
1295    109
679      29
       ... 
1052    177
1016     92
1696    255
1337    232
282     182
1702    108
464      75
963     165
1596    185
1287    103
1599    170
1265     74
1534    235
118     174
276     209
472     181
768     163
632      71
1257     33
480      41
570      87
312     209
1491     57
1670    162
413      89
1273    117
600      29
869     255
1453     70
1449     55
Name: 1694, dtype: int64 0.000000
2117) 504     184
815     229
296     153
348     141
261     127
811     149
192     136
11       36
658      24
1591    125
285     244
788     178
661      22
860     217
1499     90
831      16
48       63
854      23
1240    160
577     219
1517    213
1565    108
1519     31
1395     54
165      36
1024     94
1420     45
1114     83
1295    111
679     208
       ... 
1052    198
1016    106
1696     16
1337    232
282      11
1702    108
464     159
963     143
1596     72
1287     62
1599    101
1265     99
1534     20
118     110
276      58
472     211
768     224
632     155
1257     46
480     203
570     214
312      89
1491    238
1670     75
413     106
1273    108
600     219
869     100
1453    230
1449    103
Name: 1431, dtype: int64 0.000000
2118) 504     180
815      75
296     107
348     156
261     185
811      38
192      91
11       82
658      43
1591     13
285      82
788     152
661      94
860     166
1499     93
831     200
48      211
854      54
1240     83
577      74
1517     54
1565    255
1519    151
1395    116
165     198
1024     76
1420    148
1114     60
1295     94
679      42
       ... 
1052    189
1016     83
1696    135
1337    232
282     160
1702    108
464      98
963     200
1596    198
1287    166
1599    163
1265     77
1534    219
118     101
276     201
472     189
768     163
632      79
1257      2
480      46
570      86
312     168
1491     84
1670    133
413      92
1273    123
600      19
869     255
1453     75
1449     45
Name: 1693, dtype: int64 0.000000
2119) 504     182
815     222
296      81
348     208
261     161
811       6
192      51
11       67
658      53
1591     20
285      65
788      66
661     176
860     202
1499     72
831      33
48      122
854      84
1240     89
577     193
1517    134
1565    255
1519     71
1395     21
165     197
1024     14
1420    190
1114     47
1295     94
679     202
       ... 
1052    197
1016    108
1696     25
1337    232
282      29
1702    108
464      27
963     226
1596     44
1287    155
1599    213
1265     69
1534    209
118     124
276     102
472     188
768     171
632     232
1257    120
480     180
570       4
312      24
1491    107
1670    115
413     225
1273     79
600     202
869     194
1453    128
1449     41
Name: 1691, dtype: int64 0.000000
2120) 504     214
815     234
296     164
348     205
261     152
811     148
192     168
11       60
658      23
1591    101
285     246
788     136
661      21
860     238
1499    155
831      81
48       66
854      16
1240    125
577     227
1517     79
1565     40
1519     35
1395     47
165      24
1024     95
1420    111
1114     67
1295     97
679     207
       ... 
1052    180
1016    153
1696     31
1337    232
282      13
1702    118
464     197
963      29
1596     31
1287     58
1599    106
1265    101
1534      1
118      88
276      90
472     211
768     218
632     248
1257     46
480     189
570     218
312      56
1491    102
1670     84
413     187
1273     78
600     220
869     255
1453    226
1449     32
Name: 1434, dtype: int64 0.000000
2121) 504     215
815     235
296     137
348     242
261      49
811     120
192     180
11       58
658      22
1591     93
285     245
788     168
661      22
860     229
1499    182
831      18
48       55
854      15
1240     71
577     224
1517     70
1565     77
1519     30
1395     44
165       8
1024     96
1420    219
1114     70
1295    105
679     197
       ... 
1052    181
1016    142
1696     37
1337    232
282      17
1702    118
464     189
963      31
1596    172
1287     68
1599    138
1265     97
1534      3
118      63
276     154
472     204
768     214
632     242
1257    105
480     188
570     217
312      25
1491    122
1670     90
413     212
1273     88
600     221
869     255
1453    212
1449     38
Name: 1435, dtype: int64 0.000000
2122) 504     185
815     228
296      90
348     229
261     160
811       8
192      40
11       57
658      67
1591      6
285      70
788     106
661     168
860     203
1499     49
831      15
48      209
854      88
1240     63
577     195
1517    168
1565    255
1519     61
1395     31
165      60
1024     77
1420    198
1114     85
1295     94
679     206
       ... 
1052    199
1016    121
1696     18
1337    232
282     138
1702    108
464      32
963     235
1596     55
1287    146
1599    252
1265     67
1534    211
118     121
276      91
472      82
768     164
632     250
1257    133
480     173
570       5
312      24
1491    153
1670    103
413     223
1273    104
600     202
869      14
1453    153
1449      9
Name: 1690, dtype: int64 0.000000
2123) 504     214
815     235
296     228
348     252
261      49
811     121
192     176
11       85
658      20
1591     50
285     196
788     168
661      21
860     241
1499    199
831      50
48      225
854      11
1240    103
577     205
1517     53
1565    164
1519     76
1395     40
165       7
1024     76
1420    231
1114     15
1295     61
679     194
       ... 
1052    177
1016    108
1696     45
1337    232
282      19
1702    108
464     185
963      26
1596    109
1287    137
1599     78
1265     94
1534     39
118      50
276      56
472     236
768     243
632     192
1257     86
480     144
570     216
312      15
1491    176
1670    121
413     235
1273     85
600     196
869     129
1453    207
1449     58
Name: 1437, dtype: int64 0.000000
2124) 504     214
815     236
296     230
348     251
261      56
811     113
192     182
11       74
658      19
1591     90
285     127
788     162
661      21
860     235
1499    176
831      16
48      253
854      10
1240    148
577     161
1517     62
1565    176
1519    182
1395     37
165       2
1024     81
1420    217
1114     61
1295     95
679     193
       ... 
1052    180
1016    125
1696     59
1337    232
282      20
1702    108
464     189
963      23
1596     78
1287    152
1599    131
1265     93
1534    103
118      62
276     164
472     119
768     243
632     173
1257    184
480     135
570     216
312      77
1491    184
1670    160
413     237
1273     92
600     195
869     112
1453    213
1449     51
Name: 1438, dtype: int64 0.000000
2125) 504     214
815     238
296     224
348     242
261      72
811     114
192     195
11       78
658      18
1591     73
285      41
788     212
661      21
860     228
1499    103
831     126
48      255
854      12
1240     90
577     207
1517     62
1565    192
1519    255
1395     35
165       6
1024    103
1420    230
1114     49
1295     21
679     191
       ... 
1052    181
1016    120
1696     53
1337    232
282      20
1702    108
464     137
963      17
1596     45
1287    187
1599    153
1265     90
1534    135
118      28
276     181
472      81
768     234
632     130
1257    210
480      90
570     220
312     192
1491    201
1670    164
413     238
1273     93
600     205
869      71
1453    191
1449     13
Name: 1439, dtype: int64 0.000000
2126) 504     215
815     234
296     119
348     241
261      99
811      53
192     183
11       82
658      17
1591     95
285      68
788     218
661      21
860     222
1499    123
831     197
48      255
854     147
1240    102
577     223
1517     57
1565    255
1519    255
1395     34
165       6
1024    168
1420    229
1114     66
1295     99
679     208
       ... 
1052    171
1016    186
1696     59
1337    232
282      25
1702    108
464     172
963     167
1596     91
1287    138
1599    174
1265     90
1534    175
118       1
276     184
472      99
768     244
632     111
1257    194
480     117
570     218
312     189
1491    184
1670    169
413     208
1273     84
600     212
869      43
1453    194
1449      4
Name: 1440, dtype: int64 0.000000
2127) 504     216
815     132
296     126
348     241
261      97
811      41
192     114
11       67
658      20
1591     44
285      65
788     172
661      22
860     216
1499     63
831     200
48      235
854     111
1240     73
577     127
1517     52
1565    255
1519    255
1395     32
165      24
1024    157
1420    219
1114     17
1295     97
679     156
       ... 
1052    168
1016    191
1696     72
1337    232
282      38
1702    108
464     172
963     175
1596     26
1287     33
1599    165
1265     89
1534    101
118      81
276     164
472      95
768     210
632     102
1257     43
480     133
570     216
312     189
1491    211
1670    177
413     127
1273     74
600     208
869      41
1453    165
1449      8
Name: 1441, dtype: int64 0.000000
2128) 504     189
815      88
296     122
348     242
261      83
811     100
192     116
11       89
658      28
1591     63
285      47
788     155
661      19
860     190
1499     78
831     199
48      231
854     100
1240     51
577     114
1517     63
1565    255
1519    255
1395     20
165     222
1024    106
1420    226
1114    102
1295    140
679      27
       ... 
1052    164
1016    189
1696     80
1337    232
282      72
1702    108
464     179
963     211
1596     75
1287     21
1599    198
1265     89
1534    106
118     119
276     175
472      84
768     104
632      87
1257     10
480     149
570     169
312     186
1491    221
1670    188
413     107
1273     88
600     158
869      35
1453    124
1449     19
Name: 1442, dtype: int64 0.000000
2129) 504     175
815      89
296     125
348     228
261      91
811     109
192      89
11       85
658      44
1591     41
285      78
788      75
661     151
860      92
1499     53
831     199
48      214
854      82
1240     44
577      83
1517     56
1565    255
1519    255
1395    102
165     225
1024    143
1420    230
1114     57
1295    155
679      23
       ... 
1052    160
1016    196
1696     79
1337    232
282     163
1702    108
464     142
963     169
1596     55
1287     24
1599    155
1265     90
1534    168
118     111
276     187
472      76
768      88
632      70
1257      3
480     138
570      89
312     185
1491    224
1670    200
413     102
1273    104
600     200
869      40
1453     95
1449     18
Name: 1443, dtype: int64 0.000000
2130) 504     162
815     227
296      92
348     160
261     170
811       6
192      32
11       60
658      83
1591      7
285      68
788     118
661     148
860     192
1499     77
831      16
48       58
854      94
1240    115
577     203
1517    198
1565    255
1519     47
1395     31
165     108
1024    120
1420    202
1114     86
1295     94
679     208
       ... 
1052    208
1016    130
1696     19
1337    232
282     108
1702    108
464      36
963     180
1596     69
1287    144
1599    237
1265     66
1534    217
118     110
276      92
472      27
768     152
632     245
1257    132
480     167
570       6
312      22
1491    164
1670     95
413     223
1273     80
600     204
869      10
1453    145
1449     35
Name: 1689, dtype: int64 0.000000
2131) 504     187
815      64
296     135
348     228
261      79
811     231
192     255
11       74
658      40
1591    125
285      70
788      72
661      98
860      56
1499     89
831     196
48      132
854     112
1240     50
577      77
1517     54
1565    255
1519    255
1395    150
165     215
1024    132
1420    231
1114    104
1295    155
679      65
       ... 
1052    146
1016    191
1696    236
1337    219
282     125
1702    108
464      80
963     149
1596    205
1287    116
1599    158
1265     90
1534    207
118     255
276     189
472      81
768      64
632      57
1257     17
480     111
570      87
312     255
1491    222
1670    216
413      96
1273    105
600      54
869      35
1453     83
1449     22
Name: 1445, dtype: int64 0.000000
2132) 504     231
815     231
296     184
348     156
261     153
811     155
192     193
11       63
658      21
1591     59
285     222
788     188
661      58
860      56
1499     47
831     108
48      142
854       2
1240     94
577     147
1517    167
1565    115
1519     14
1395     32
165      34
1024     94
1420    111
1114    137
1295     34
679     186
       ... 
1052    165
1016    255
1696    232
1337    170
282     212
1702    249
464     144
963     183
1596    249
1287     44
1599     85
1265    203
1534     70
118     157
276     166
472     215
768     118
632     186
1257     56
480      51
570     165
312     189
1491    232
1670    127
413     169
1273     23
600     136
869     221
1453    160
1449    174
Name: 1173, dtype: int64 0.000000
2133) 504     191
815      12
296      60
348     186
261     170
811      45
192      28
11      166
658     151
1591    255
285      75
788     110
661     147
860     124
1499    175
831     116
48      126
854     151
1240     26
577      43
1517    245
1565     51
1519    146
1395     71
165     217
1024     80
1420     56
1114     99
1295    132
679      11
       ... 
1052    138
1016     40
1696    255
1337    206
282     160
1702     93
464     211
963     112
1596    129
1287    129
1599    147
1265     68
1534    211
118      53
276     184
472     153
768     198
632     197
1257    255
480      71
570      77
312      15
1491     80
1670     11
413      41
1273    130
600      81
869      33
1453    141
1449    249
Name: 1859, dtype: int64 0.000000
2134) 504     196
815      33
296      69
348     178
261     170
811      45
192      25
11       74
658     151
1591    255
285      67
788      97
661     175
860     109
1499    175
831      90
48      195
854     151
1240     36
577      44
1517    193
1565     85
1519    166
1395     67
165     218
1024     31
1420     53
1114     39
1295    141
679      15
       ... 
1052    135
1016     21
1696    255
1337    206
282     155
1702    172
464     209
963      38
1596    125
1287    100
1599    121
1265     85
1534     95
118      67
276     179
472     158
768     200
632     202
1257    255
480      67
570      66
312      34
1491     93
1670     11
413      46
1273    105
600      31
869      37
1453    145
1449    232
Name: 1860, dtype: int64 0.000000
2135) 504      33
815     185
296     132
348     151
261      75
811     193
192      26
11       66
658     117
1591    182
285     198
788     129
661     134
860     113
1499     16
831     177
48      158
854      18
1240    164
577     165
1517    143
1565    125
1519     40
1395    133
165     160
1024     51
1420    121
1114    251
1295     19
679     170
       ... 
1052    126
1016     17
1696     49
1337     60
282      84
1702    183
464     153
963     144
1596    229
1287     38
1599     71
1265    198
1534    103
118     107
276     186
472     228
768     148
632     183
1257    150
480      76
570     165
312     159
1491    239
1670     97
413     181
1273    158
600     141
869     255
1453    107
1449     16
Name: 869, dtype: int64 0.000000
2136) 504     160
815     129
296     102
348      85
261     156
811      40
192     118
11      106
658      85
1591     44
285      50
788      69
661     175
860     127
1499    137
831      80
48      103
854     132
1240     61
577      47
1517    110
1565    255
1519    111
1395    148
165     204
1024     78
1420     76
1114    194
1295     62
679      24
       ... 
1052    228
1016    204
1696     18
1337    114
282     142
1702    245
464     156
963     159
1596    115
1287     96
1599     45
1265     27
1534    134
118      15
276      18
472     137
768      64
632     183
1257    100
480     208
570      48
312     151
1491     79
1670     94
413      32
1273     71
600      48
869      90
1453     80
1449     52
Name: 2035, dtype: int64 0.000000
2137) 504      46
815     199
296     166
348     162
261      45
811     194
192      29
11       60
658      95
1591     57
285     218
788     135
661     227
860     103
1499     13
831     188
48      105
854     165
1240    169
577     185
1517    194
1565     66
1519     47
1395    134
165     165
1024     96
1420    119
1114    146
1295     10
679     181
       ... 
1052    159
1016     79
1696     34
1337     60
282      69
1702    161
464     154
963     189
1596     14
1287     79
1599     58
1265    249
1534     69
118     113
276     162
472     225
768     138
632     183
1257     27
480      69
570     157
312      13
1491    196
1670     61
413     165
1273    157
600     146
869      91
1453    163
1449     71
Name: 872, dtype: int64 0.000000
2138) 504      37
815     203
296     168
348     152
261      42
811     187
192      28
11       84
658      89
1591     48
285     212
788     137
661     200
860      78
1499     11
831     188
48       65
854     167
1240    160
577     165
1517    213
1565     63
1519     35
1395    127
165     167
1024     55
1420    134
1114    132
1295     20
679     183
       ... 
1052    218
1016     85
1696     36
1337     60
282      67
1702    177
464     153
963     167
1596    127
1287     43
1599     64
1265    232
1534     70
118     117
276     147
472     225
768     144
632     183
1257     25
480      51
570     171
312     163
1491    194
1670    117
413     181
1273     21
600     136
869      50
1453    176
1449     81
Name: 873, dtype: int64 0.000000
2139) 504     163
815     138
296      20
348      88
261     155
811      38
192     101
11      106
658      76
1591     37
285      30
788      68
661     174
860     128
1499    166
831      87
48       55
854     150
1240     45
577      48
1517    119
1565    183
1519    240
1395    148
165     204
1024     50
1420     73
1114    194
1295     60
679      24
       ... 
1052    228
1016    211
1696     17
1337    109
282     134
1702    246
464     133
963     171
1596    131
1287     38
1599     37
1265     38
1534    175
118      13
276      18
472     139
768      64
632     206
1257     33
480     206
570      39
312     145
1491     51
1670     83
413      32
1273     61
600      47
869      76
1453     88
1449     60
Name: 2034, dtype: int64 0.000000
2140) 504      39
815     208
296     163
348     151
261      48
811     186
192      88
11       56
658      64
1591     33
285     191
788     139
661     143
860     164
1499      8
831     175
48       65
854     178
1240    210
577     181
1517    241
1565    121
1519     29
1395    118
165     174
1024     34
1420    115
1114     93
1295    119
679     178
       ... 
1052    220
1016     78
1696     83
1337     59
282      95
1702    207
464     142
963     156
1596     82
1287    137
1599     55
1265    242
1534     65
118     134
276     101
472     225
768     153
632     155
1257     97
480      56
570     165
312     158
1491    222
1670    144
413     153
1273     66
600     135
869      66
1453    189
1449     86
Name: 876, dtype: int64 0.000000
2141) 504     139
815     153
296      39
348     123
261     159
811      35
192      88
11      110
658      78
1591     52
285      86
788      71
661     169
860      99
1499    188
831      96
48       19
854     139
1240     55
577      42
1517    148
1565    166
1519    255
1395    148
165     215
1024     27
1420     96
1114    145
1295     59
679      25
       ... 
1052    229
1016    217
1696     22
1337    119
282     139
1702    246
464     124
963     166
1596     79
1287     56
1599     37
1265     34
1534    214
118      27
276      19
472     140
768      66
632     209
1257     32
480     208
570      35
312     157
1491     48
1670     82
413      43
1273     48
600      57
869      25
1453     85
1449     40
Name: 2033, dtype: int64 0.000000
2142) 504     140
815     168
296      70
348     172
261     167
811      26
192      85
11       71
658      55
1591     46
285      73
788      71
661     181
860     196
1499    163
831      96
48      113
854     166
1240     52
577      33
1517    149
1565    161
1519    255
1395    148
165     185
1024     43
1420    124
1114    173
1295     75
679      20
       ... 
1052    232
1016    177
1696     30
1337    113
282     135
1702    244
464     161
963     125
1596     84
1287     92
1599     29
1265     24
1534    233
118       9
276       6
472     144
768      63
632     206
1257     25
480     206
570      44
312     157
1491     77
1670     78
413      42
1273     44
600      99
869       9
1453    128
1449     59
Name: 2031, dtype: int64 0.000000
2143) 504      36
815     206
296     166
348     174
261      23
811     194
192     192
11      166
658      67
1591     18
285     187
788     131
661      99
860     178
1499     13
831     190
48      220
854     177
1240    217
577     172
1517     77
1565     71
1519     47
1395    110
165     189
1024    102
1420    127
1114    226
1295    125
679     173
       ... 
1052    211
1016     73
1696     31
1337     50
282     106
1702    182
464     108
963     145
1596     62
1287     89
1599     21
1265    187
1534     33
118     113
276      50
472     225
768     136
632     183
1257     82
480      79
570     173
312     146
1491     98
1670     49
413     180
1273    118
600     129
869     245
1453    218
1449     75
Name: 879, dtype: int64 0.000000
2144) 504      50
815     205
296     166
348     203
261      30
811     187
192     184
11      224
658      64
1591     23
285     176
788     130
661     148
860     178
1499     14
831     182
48      222
854     175
1240    227
577     148
1517     77
1565     51
1519     20
1395    110
165     179
1024     64
1420    130
1114     59
1295     41
679     181
       ... 
1052    241
1016    108
1696     15
1337     50
282     106
1702    175
464     108
963     183
1596    191
1287     64
1599     46
1265    181
1534     43
118     146
276      35
472     222
768     145
632     200
1257    127
480      82
570     165
312     146
1491     43
1670     71
413     188
1273    132
600     116
869     184
1453    223
1449     31
Name: 880, dtype: int64 0.000000
2145) 504     160
815     181
296      84
348     181
261     165
811      19
192      86
11       41
658      74
1591     40
285      85
788      73
661     192
860     225
1499    195
831      90
48      147
854     176
1240    112
577      32
1517    201
1565    140
1519    255
1395    148
165     216
1024     52
1420    116
1114    172
1295     75
679      18
       ... 
1052    254
1016    167
1696     28
1337    113
282     126
1702    241
464     161
963      70
1596     78
1287    151
1599     25
1265     21
1534    230
118       7
276       3
472     142
768      59
632     206
1257    109
480     207
570      75
312     150
1491    107
1670     73
413      43
1273     51
600      53
869      13
1453    146
1449     59
Name: 2030, dtype: int64 0.000000
2146) 504      74
815     199
296     167
348     228
261      50
811     195
192     181
11      233
658      78
1591     22
285     176
788      98
661     116
860     165
1499     21
831     191
48      157
854     156
1240    163
577     159
1517     54
1565     41
1519     29
1395    102
165     176
1024     91
1420    109
1114    241
1295    101
679     176
       ... 
1052    238
1016     83
1696     21
1337     49
282      91
1702    198
464      95
963     210
1596     79
1287     99
1599     61
1265    192
1534    222
118     148
276      29
472     226
768     143
632     177
1257    110
480     159
570     164
312     155
1491     95
1670    124
413     192
1273    131
600     109
869      37
1453    224
1449     13
Name: 882, dtype: int64 0.000000
2147) 504      53
815     195
296     149
348     229
261      39
811     193
192     177
11      230
658      64
1591     13
285     162
788      98
661     101
860     140
1499     23
831     148
48      106
854     166
1240    186
577     164
1517     35
1565     45
1519     33
1395     97
165     176
1024    190
1420    102
1114    233
1295    111
679     175
       ... 
1052     75
1016     81
1696     23
1337     53
282      86
1702    203
464      79
963     210
1596    172
1287    133
1599     88
1265    192
1534    206
118     143
276      34
472     226
768     140
632     157
1257     93
480     158
570     158
312     150
1491     73
1670    123
413     182
1273    115
600      99
869     121
1453    229
1449     15
Name: 883, dtype: int64 0.000000
2148) 504     169
815     196
296      82
348     176
261     167
811      15
192      80
11       63
658      95
1591     32
285      61
788      75
661     219
860     222
1499    179
831      94
48      146
854     183
1240    145
577      26
1517    223
1565    136
1519    255
1395    148
165     214
1024     34
1420     31
1114    172
1295     70
679      16
       ... 
1052    119
1016    214
1696     27
1337    113
282     133
1702    239
464     173
963      17
1596     80
1287    146
1599     25
1265     32
1534    242
118       6
276       1
472     150
768      52
632     206
1257     27
480     208
570      29
312     152
1491    120
1670     63
413      59
1273     58
600      44
869      38
1453    149
1449     59
Name: 2029, dtype: int64 0.000000
2149) 504     155
815     193
296      61
348     183
261     174
811       6
192      76
11      179
658     107
1591     21
285      78
788      62
661     193
860     234
1499    181
831     102
48       88
854     165
1240    131
577       6
1517    241
1565    240
1519    255
1395    148
165     192
1024     64
1420     48
1114    177
1295    125
679      11
       ... 
1052     63
1016    177
1696     58
1337    113
282      23
1702    233
464     197
963      40
1596     52
1287     43
1599     17
1265    139
1534    114
118      62
276      48
472     148
768      22
632     206
1257    110
480      30
570      30
312     146
1491    146
1670     54
413      57
1273     93
600       8
869     255
1453    114
1449     94
Name: 2025, dtype: int64 0.000000
2150) 504      71
815     174
296     167
348     239
261     139
811     192
192     170
11      223
658      70
1591      9
285     115
788     109
661     116
860     139
1499     41
831     164
48       64
854     163
1240    154
577     124
1517     24
1565     48
1519    127
1395     87
165     204
1024    222
1420    226
1114     68
1295     63
679     174
       ... 
1052     51
1016     78
1696     38
1337     60
282      95
1702    222
464      68
963     169
1596    233
1287     93
1599     67
1265    185
1534    189
118     135
276      95
472     226
768     122
632     157
1257     64
480     147
570     140
312     152
1491     84
1670    138
413     175
1273    114
600      95
869     121
1453    227
1449     21
Name: 886, dtype: int64 0.000000
2151) 504      67
815     171
296     162
348     244
261     184
811     185
192     168
11      188
658      85
1591      7
285     114
788     112
661     125
860      76
1499     49
831     171
48      211
854     174
1240    230
577     155
1517     25
1565     44
1519    149
1395     83
165     196
1024    222
1420    230
1114    101
1295     59
679     177
       ... 
1052    156
1016     75
1696     27
1337     60
282      76
1702    225
464      79
963     168
1596    186
1287     49
1599     66
1265    170
1534    184
118     105
276     118
472     226
768     113
632     126
1257     79
480     144
570     154
312     145
1491    146
1670     98
413     166
1273     99
600      88
869      86
1453    218
1449      5
Name: 887, dtype: int64 0.000000
2152) 504      54
815     155
296     160
348     244
261     189
811     159
192     147
11      168
658      89
1591      9
285      71
788     116
661     116
860     106
1499     55
831     201
48      237
854     178
1240    135
577     130
1517     27
1565     38
1519    251
1395     79
165     212
1024    204
1420    232
1114     77
1295    111
679     179
       ... 
1052    165
1016    106
1696     37
1337     49
282      72
1702    197
464     115
963     207
1596    188
1287    137
1599     55
1265    177
1534    181
118     123
276     128
472     225
768     112
632     126
1257    123
480     163
570     125
312     148
1491    157
1670     99
413     136
1273     77
600      95
869      33
1453    208
1449      5
Name: 888, dtype: int64 0.000000
2153) 504     167
815     176
296      57
348     205
261     174
811      12
192      77
11       97
658     127
1591    159
285      96
788      39
661     226
860      52
1499    154
831     102
48       86
854     194
1240    225
577      27
1517    142
1565    162
1519    255
1395    148
165     161
1024     11
1420     65
1114    108
1295    125
679      14
       ... 
1052    101
1016    188
1696     65
1337    104
282      93
1702    230
464     196
963      28
1596     25
1287     24
1599     19
1265    251
1534    150
118     109
276     184
472     136
768      15
632     225
1257     40
480     207
570      54
312     141
1491    158
1670     58
413      39
1273     69
600      42
869     255
1453    111
1449    102
Name: 2023, dtype: int64 0.000000
2154) 504      19
815     142
296     170
348     244
261     139
811     186
192     176
11      133
658      93
1591     20
285      31
788     114
661     149
860      93
1499    121
831     187
48      234
854     131
1240     56
577     119
1517     40
1565     35
1519    255
1395     65
165     204
1024    164
1420    241
1114    223
1295     70
679     173
       ... 
1052    134
1016     86
1696     53
1337     53
282     105
1702    209
464     137
963     194
1596    122
1287     64
1599    149
1265    164
1534    102
118     121
276     114
472     223
768     105
632     108
1257     40
480     155
570     117
312     135
1491    138
1670    137
413     150
1273     56
600      89
869      14
1453    179
1449      4
Name: 890, dtype: int64 0.000000
2155) 504      31
815     192
296     140
348     144
261      49
811     196
192      27
11       68
658     105
1591     99
285     206
788     131
661     201
860     163
1499     16
831     180
48      168
854     109
1240    136
577     174
1517     18
1565     98
1519     28
1395    133
165     161
1024     40
1420    136
1114    227
1295      8
679     160
       ... 
1052     96
1016    157
1696     38
1337     60
282      74
1702    208
464     148
963     212
1596     87
1287     96
1599     70
1265    228
1534     87
118     112
276     184
472     226
768     143
632     183
1257    176
480      70
570     165
312     111
1491    228
1670     71
413     175
1273    158
600     148
869     199
1453    132
1449     29
Name: 870, dtype: int64 0.000000
2156) 504      39
815     181
296     126
348     140
261      66
811     194
192      26
11      101
658      82
1591    200
285     190
788     135
661      36
860     166
1499     21
831     167
48      157
854       7
1240    183
577     167
1517     86
1565    116
1519     59
1395    141
165     159
1024     48
1420     67
1114    149
1295     17
679      39
       ... 
1052    121
1016     53
1696     46
1337     60
282      77
1702    197
464     171
963     202
1596     98
1287     45
1599    135
1265    199
1534    155
118     107
276     190
472     228
768     141
632     210
1257     29
480      40
570     134
312     161
1491    238
1670     43
413     170
1273    157
600     130
869     255
1453    112
1449     10
Name: 868, dtype: int64 0.000000
2157) 504      13
815     117
296     183
348     117
261      29
811     191
192     187
11       61
658     106
1591     67
285      23
788      90
661     188
860     159
1499     92
831     148
48       61
854      69
1240    125
577     101
1517     23
1565     49
1519    255
1395     38
165     217
1024    129
1420    242
1114    148
1295    122
679     167
       ... 
1052    131
1016     75
1696    141
1337     60
282     105
1702    222
464     104
963      32
1596    182
1287    106
1599    180
1265    137
1534     78
118     121
276      82
472     221
768      91
632      60
1257    106
480     140
570     102
312     129
1491    122
1670     65
413     140
1273     81
600      82
869     157
1453    138
1449     14
Name: 893, dtype: int64 0.000000
2158) 504      54
815     171
296     131
348     155
261      65
811     146
192      23
11      108
658      17
1591    186
285     178
788     132
661      54
860     164
1499     20
831     181
48       79
854      78
1240    178
577     147
1517     75
1565    123
1519     38
1395    140
165     163
1024     69
1420     70
1114    161
1295     17
679      75
       ... 
1052     91
1016     56
1696     62
1337     60
282      74
1702    185
464     139
963     122
1596    170
1287     67
1599    142
1265    188
1534    157
118      87
276     201
472     227
768     145
632     206
1257     23
480     155
570     137
312     159
1491    230
1670     57
413     170
1273    127
600     147
869     255
1453    126
1449     14
Name: 867, dtype: int64 0.000000
2159) 504      16
815      19
296     206
348      44
261      52
811     255
192     255
11      126
658     138
1591    185
285      65
788     255
661     217
860       2
1499     26
831     153
48      128
854     255
1240    130
577     107
1517     21
1565    255
1519    255
1395    255
165     207
1024    222
1420    243
1114     45
1295    255
679      65
       ... 
1052     59
1016    205
1696    163
1337    121
282     153
1702    108
464      80
963     139
1596    227
1287    205
1599    226
1265    143
1534     31
118     255
276     118
472     204
768      45
632      32
1257    229
480      71
570     179
312     255
1491     53
1670    244
413     105
1273    170
600     255
869     255
1453    104
1449     39
Name: 847, dtype: int64 0.000000
2160) 504      17
815      11
296     249
348      35
261      55
811     255
192     255
11      163
658     159
1591    200
285      45
788     255
661     221
860       0
1499     37
831     151
48       91
854     255
1240    183
577     188
1517     13
1565    169
1519    255
1395    255
165     201
1024    222
1420    246
1114     75
1295    255
679     242
       ... 
1052     53
1016    238
1696    122
1337    108
282     155
1702    108
464      71
963     193
1596    236
1287    202
1599    255
1265    133
1534     41
118     255
276     125
472     202
768      43
632      25
1257    241
480     113
570     255
312     255
1491     44
1670    247
413     107
1273    235
600     255
869     255
1453    128
1449     30
Name: 848, dtype: int64 0.000000
2161) 504      23
815      10
296     255
348      34
261      56
811     255
192     255
11        7
658     177
1591    213
285      45
788     255
661     215
860       0
1499     25
831     164
48       72
854     255
1240    157
577     255
1517     18
1565    168
1519    255
1395    255
165     185
1024    222
1420    252
1114    112
1295    255
679     255
       ... 
1052     18
1016    255
1696    240
1337     47
282     251
1702    108
464      60
963     218
1596    137
1287    184
1599    255
1265    149
1534     43
118     255
276     138
472     200
768     252
632      21
1257    255
480      94
570     255
312     255
1491     48
1670    250
413     104
1273    255
600     255
869     255
1453    157
1449     29
Name: 849, dtype: int64 0.000000
2162) 504     150
815      46
296     250
348      53
261     204
811     255
192     255
11      255
658      49
1591    255
285     130
788     255
661      55
860     207
1499      0
831      92
48        0
854     255
1240    100
577     181
1517    206
1565      0
1519    255
1395    255
165     150
1024    222
1420    148
1114    107
1295     38
679     238
       ... 
1052    188
1016    255
1696    137
1337    113
282     164
1702    108
464     123
963     148
1596     97
1287    126
1599    255
1265     53
1534    155
118     255
276     232
472      80
768      34
632      27
1257    194
480     205
570     253
312     255
1491     19
1670    222
413      57
1273    255
600     255
869     255
1453      3
1449     25
Name: 2048, dtype: int64 0.000000
2163) 504     136
815      69
296     100
348      76
261     199
811     255
192     255
11      254
658      52
1591    100
285     127
788     255
661      58
860     221
1499      0
831      93
48        0
854     255
1240    128
577      93
1517    221
1565      1
1519    252
1395    255
165     157
1024    222
1420    145
1114     86
1295     37
679      22
       ... 
1052    192
1016    255
1696    123
1337    114
282     183
1702    108
464     131
963     212
1596    138
1287     93
1599    219
1265     50
1534    153
118     255
276     156
472      81
768      32
632      33
1257     24
480     205
570     149
312     255
1491      9
1670    219
413      53
1273    255
600     254
869     255
1453      2
1449     35
Name: 2047, dtype: int64 0.000000
2164) 504       6
815     153
296     141
348      49
261     255
811     255
192     255
11       63
658     199
1591    255
285      86
788     255
661     255
860      67
1499    217
831     196
48        3
854     206
1240    252
577      76
1517    164
1565    255
1519    255
1395    255
165     244
1024    189
1420    154
1114     91
1295    255
679     255
       ... 
1052     81
1016    255
1696    255
1337     47
282     255
1702    108
464     255
963      34
1596    159
1287    183
1599    185
1265    165
1534    107
118     255
276     144
472     167
768     125
632      68
1257    163
480      93
570     255
312     255
1491    145
1670    131
413     121
1273     40
600     255
869      66
1453    226
1449    174
Name: 852, dtype: int64 0.000000
2165) 504      18
815      64
296     134
348      67
261     150
811     255
192     255
11      115
658     185
1591    255
285      85
788     255
661      35
860      63
1499    175
831     210
48       63
854      41
1240    245
577      76
1517    151
1565    255
1519    255
1395    240
165     234
1024     83
1420    158
1114     40
1295    255
679     255
       ... 
1052     74
1016    255
1696    255
1337     51
282     255
1702    108
464     158
963     149
1596    121
1287    180
1599    251
1265    160
1534     95
118     255
276     126
472     180
768     130
632      79
1257    129
480     102
570     248
312     255
1491    147
1670    156
413     116
1273     86
600     151
869      65
1453    219
1449    157
Name: 853, dtype: int64 0.000000
2166) 504       9
815      68
296     124
348      79
261      12
811     255
192     255
11      107
658     168
1591    255
285      87
788     134
661      39
860     130
1499    125
831     210
48      181
854      55
1240    254
577      71
1517    120
1565    255
1519    255
1395     55
165     236
1024     46
1420    172
1114     71
1295    155
679     203
       ... 
1052     73
1016    255
1696    255
1337     51
282     225
1702    108
464     137
963     169
1596    138
1287    149
1599    255
1265    156
1534     87
118     255
276     127
472     173
768     136
632      86
1257     85
480     107
570      92
312     255
1491    160
1670    142
413     111
1273     55
600     106
869      11
1453    209
1449    172
Name: 854, dtype: int64 0.000000
2167) 504     161
815      54
296     102
348     193
261     179
811     242
192     255
11      184
658      75
1591     32
285     104
788      27
661      82
860      67
1499      0
831      96
48        0
854      92
1240    153
577      63
1517    231
1565      8
1519     55
1395    245
165     166
1024    222
1420    143
1114     57
1295     30
679      26
       ... 
1052    194
1016    255
1696     25
1337    109
282     156
1702    108
464     152
963     184
1596    133
1287    130
1599    134
1265     48
1534    169
118     255
276      73
472      78
768      38
632      51
1257     95
480     181
570      36
312     255
1491     19
1670     64
413      48
1273    255
600     110
869     255
1453      0
1449     13
Name: 2045, dtype: int64 0.000000
2168) 504     170
815      67
296     101
348     204
261     172
811      70
192     206
11       67
658      92
1591     32
285     109
788      29
661     103
860      67
1499      2
831      98
48        0
854      40
1240    191
577      54
1517    236
1565    143
1519     44
1395    184
165     179
1024    221
1420     83
1114     83
1295     26
679      37
       ... 
1052    201
1016    255
1696     21
1337    108
282     152
1702    108
464     142
963     154
1596    145
1287     90
1599    126
1265     47
1534    156
118     155
276      52
472     101
768      38
632      63
1257     55
480     206
570      42
312     184
1491     27
1670     39
413      34
1273    248
600      30
869     255
1453      3
1449     13
Name: 2044, dtype: int64 0.000000
2169) 504      30
815      95
296     119
348     103
261      40
811     113
192      72
11      132
658     131
1591    255
285     103
788     104
661      75
860      65
1499    122
831     159
48       29
854     106
1240    253
577      94
1517     76
1565    255
1519     88
1395    161
165     235
1024    115
1420    182
1114    104
1295    144
679     117
       ... 
1052     59
1016    255
1696    254
1337     60
282      76
1702    108
464     131
963     184
1596    192
1287    226
1599    255
1265    143
1534    110
118      93
276     144
472     164
768     100
632     156
1257     77
480     146
570      98
312     158
1491    111
1670     52
413     124
1273     47
600     123
869      72
1453    166
1449    140
Name: 857, dtype: int64 0.000000
2170) 504      51
815      97
296     117
348     110
261      33
811     113
192     115
11       93
658     129
1591    255
285     122
788     107
661      91
860      56
1499     95
831     149
48       63
854     106
1240    250
577     125
1517     73
1565    255
1519     88
1395    160
165     207
1024    142
1420    174
1114     96
1295    153
679     190
       ... 
1052     72
1016    255
1696    126
1337     47
282      71
1702    109
464     138
963     198
1596    192
1287    194
1599    241
1265    142
1534    115
118      98
276     157
472     205
768       5
632     177
1257    103
480     238
570     106
312      83
1491    111
1670     39
413     222
1273     72
600     142
869     213
1453    165
1449    162
Name: 858, dtype: int64 0.000000
2171) 504     144
815      67
296     103
348     229
261     171
811      60
192     177
11      109
658     115
1591     39
285      88
788      47
661     108
860      40
1499    103
831     100
48        0
854      66
1240     20
577      51
1517    208
1565    218
1519     56
1395    188
165     177
1024     15
1420     74
1114    159
1295     30
679      17
       ... 
1052    211
1016    175
1696     26
1337    108
282     155
1702     84
464      54
963     209
1596    101
1287    121
1599     84
1265     46
1534    148
118      67
276      29
472     112
768      60
632      88
1257    164
480     203
570      31
312     131
1491     74
1670     24
413      30
1273     65
600      36
869     255
1453     22
1449     17
Name: 2041, dtype: int64 0.000000
2172) 504     239
815     209
296      86
348     135
261      71
811      24
192       8
11      110
658     101
1591    255
285     146
788     134
661      30
860      63
1499     27
831       2
48      181
854      19
1240    207
577      23
1517     77
1565    130
1519     15
1395    149
165      42
1024    218
1420    188
1114    110
1295     34
679     164
       ... 
1052     69
1016    161
1696    132
1337     60
282     157
1702    198
464     156
963     142
1596    109
1287    234
1599    234
1265    150
1534    154
118      81
276     156
472      15
768     141
632     245
1257    156
480     163
570      62
312      50
1491    170
1670     94
413      71
1273     68
600     133
869     255
1453    188
1449    159
Name: 861, dtype: int64 0.000000
2173) 504     152
815      89
296      99
348     190
261     156
811      36
192     163
11       68
658      96
1591     44
285      27
788      58
661     150
860      81
1499     96
831      64
48       88
854      84
1240    122
577      42
1517    161
1565    255
1519     39
1395    165
165     204
1024     92
1420     74
1114    181
1295     34
679      13
       ... 
1052    223
1016    197
1696     15
1337    108
282     137
1702    228
464      49
963     178
1596     76
1287    111
1599     34
1265     29
1534     99
118      69
276      19
472     117
768      55
632     154
1257     59
480     204
570      29
312     148
1491     50
1670    113
413      21
1273     96
600      44
869     144
1453     28
1449      9
Name: 2038, dtype: int64 0.000000
2174) 504      18
815     143
296      15
348      41
261      16
811     118
192      12
11      103
658     108
1591    250
285     129
788     218
661     101
860      40
1499     31
831     115
48      116
854     159
1240    124
577     127
1517    174
1565    134
1519     33
1395    150
165     214
1024    188
1420     62
1114    116
1295     27
679     101
       ... 
1052     70
1016     37
1696    142
1337     60
282      82
1702    202
464      34
963     184
1596    230
1287    184
1599    156
1265    167
1534    171
118     159
276      70
472     228
768     152
632       6
1257    166
480     150
570     142
312      38
1491    210
1670     85
413     150
1273     63
600     127
869     255
1453    142
1449    105
Name: 863, dtype: int64 0.000000
2175) 504      32
815     145
296     124
348      52
261      15
811     118
192      14
11      114
658     111
1591    239
285     138
788     176
661     115
860      37
1499     24
831     183
48      157
854     173
1240    119
577     137
1517    133
1565    122
1519     32
1395    151
165     137
1024     40
1420     87
1114    252
1295     18
679      98
       ... 
1052     80
1016     36
1696     68
1337     60
282      69
1702    188
464      21
963     202
1596    229
1287    165
1599    233
1265    166
1534    208
118     160
276     136
472     226
768     155
632     205
1257    255
480     128
570     159
312     154
1491    208
1670     55
413     144
1273    140
600     120
869     255
1453    135
1449    110
Name: 864, dtype: int64 0.000000
2176) 504     157
815     119
296     100
348     127
261     167
811      40
192     138
11       97
658      96
1591     56
285      55
788      65
661     147
860     145
1499    144
831      72
48      131
854     127
1240    203
577      52
1517    157
1565    255
1519     89
1395    149
165     204
1024     91
1420     80
1114    194
1295     61
679      18
       ... 
1052    224
1016    174
1696     19
1337    104
282     149
1702    235
464      88
963     156
1596     68
1287     90
1599     32
1265     17
1534    105
118      13
276      17
472     135
768      71
632     183
1257     22
480     204
570      27
312     154
1491     52
1670    101
413      37
1273     80
600      80
869      16
1453     71
1449     22
Name: 2036, dtype: int64 0.000000
2177) 504      40
815     163
296     125
348     150
261      51
811     117
192      19
11      114
658      55
1591    252
285     164
788     148
661     120
860     162
1499     24
831     182
48      123
854     147
1240    177
577     144
1517    164
1565    129
1519     36
1395    141
165     153
1024     78
1420     85
1114    173
1295     11
679      26
       ... 
1052     67
1016     18
1696     33
1337     60
282      92
1702    176
464     119
963     157
1596    176
1287    171
1599    150
1265    180
1534    185
118      87
276     202
472     227
768     140
632     206
1257     85
480     153
570     134
312     155
1491    231
1670     58
413     171
1273    124
600     122
869     255
1453    126
1449      9
Name: 866, dtype: int64 0.000000
2178) 504      36
815     132
296     170
348     242
261     230
811     188
192     190
11      112
658     101
1591     63
285      30
788     113
661     114
860     122
1499    103
831     189
48      223
854     112
1240     75
577     148
1517     58
1565     29
1519    255
1395     55
165     167
1024     85
1420    233
1114    236
1295     66
679     171
       ... 
1052    137
1016    170
1696    116
1337     51
282     106
1702    218
464     127
963     161
1596    213
1287     70
1599    180
1265    158
1534    104
118     117
276     112
472     224
768     102
632      92
1257     76
480     131
570     113
312     134
1491    124
1670    137
413     127
1273     74
600      88
869      20
1453    167
1449      4
Name: 891, dtype: int64 0.000000
2179) 504      16
815     104
296     190
348      70
261      65
811     226
192     255
11       29
658     101
1591     85
285      31
788      55
661     202
860     207
1499     23
831     118
48       94
854     103
1240    212
577      94
1517     10
1565    161
1519    255
1395     37
165     203
1024    153
1420    240
1114     36
1295    255
679     160
       ... 
1052     78
1016     79
1696    122
1337     60
282     126
1702    108
464      58
963      76
1596    208
1287    123
1599    189
1265    137
1534     30
118     255
276      72
472     218
768      78
632      49
1257    160
480     134
570      98
312     255
1491    125
1670    181
413     116
1273    115
600      82
869     255
1453    106
1449     28
Name: 895, dtype: int64 0.000000
2180) 504      22
815     106
296     192
348      67
261      97
811     222
192     255
11      166
658     122
1591     71
285      35
788      51
661     217
860      89
1499     38
831     154
48      114
854     101
1240    203
577     105
1517     16
1565    157
1519    255
1395     27
165     208
1024     67
1420    245
1114     41
1295    255
679      82
       ... 
1052     48
1016     46
1696     53
1337     48
282     113
1702    108
464      70
963      12
1596    223
1287    159
1599    151
1265    148
1534     38
118     255
276      90
472     207
768      54
632      50
1257    168
480     129
570     101
312     255
1491    101
1670    215
413     115
1273     90
600      82
869     255
1453    113
1449     30
Name: 845, dtype: int64 0.000000
2181) 504     108
815      31
296      30
348     122
261     234
811     255
192     255
11        0
658     181
1591    255
285     152
788     255
661      44
860       0
1499     24
831      88
48       11
854      40
1240     90
577      42
1517    247
1565     44
1519    255
1395    242
165     225
1024    222
1420     30
1114     45
1295    123
679     255
       ... 
1052    132
1016     86
1696    255
1337     95
282     255
1702    108
464     225
963     167
1596    155
1287    196
1599    234
1265     28
1534     59
118     255
276     246
472      31
768      74
632      79
1257     59
480     196
570     240
312     255
1491     13
1670     12
413      24
1273    255
600     165
869     255
1453     12
1449    186
Name: 2003, dtype: int64 0.000000
2182) 504      69
815     255
296     255
348      62
261     255
811     255
192     255
11        0
658     246
1591    255
285     143
788     255
661     255
860       0
1499     96
831      81
48        4
854     255
1240     76
577     255
1517    246
1565      0
1519    255
1395    255
165     255
1024    222
1420     52
1114     37
1295    170
679     255
       ... 
1052    107
1016    161
1696    255
1337     49
282     255
1702    108
464     255
963     188
1596    125
1287     26
1599    255
1265     30
1534     86
118     255
276     245
472      22
768     255
632      51
1257    138
480     255
570     255
312     255
1491     14
1670    166
413     255
1273    255
600     255
869     255
1453     12
1449    227
Name: 2000, dtype: int64 0.000000
2183) 504      35
815     206
296     158
348     156
261      43
811     194
192     161
11      156
658      58
1591     53
285     203
788     127
661     148
860     167
1499     14
831     135
48       46
854     178
1240     32
577     181
1517    230
1565    109
1519     20
1395    122
165     189
1024     91
1420    124
1114    236
1295     55
679     176
       ... 
1052    230
1016    159
1696    136
1337    123
282      95
1702    232
464     116
963     150
1596     63
1287     76
1599    169
1265    216
1534     68
118     134
276     144
472     230
768     174
632     183
1257    154
480      45
570     173
312     164
1491    234
1670    155
413     190
1273    124
600     132
869     249
1453    205
1449     85
Name: 927, dtype: int64 0.000000
2184) 504     204
815     158
296     255
348      44
261     186
811     255
192     255
11      255
658      47
1591    255
285     116
788     255
661      49
860     223
1499      0
831     106
48        0
854     255
1240    111
577     255
1517    181
1565      0
1519    255
1395    255
165     150
1024    222
1420    165
1114    109
1295     72
679     255
       ... 
1052    184
1016    255
1696    251
1337     48
282     245
1702    108
464     137
963     147
1596    104
1287    208
1599    255
1265     45
1534    187
118     255
276     234
472      69
768     251
632      20
1257    255
480      59
570     255
312     255
1491     52
1670    239
413      70
1273    255
600     255
869     255
1453      5
1449     88
Name: 1999, dtype: int64 0.000000
2185) 504     199
815      59
296     252
348      55
261     164
811     255
192     255
11      254
658      47
1591    255
285     128
788     255
661      57
860     232
1499      0
831      83
48        0
854     255
1240    119
577     137
1517    178
1565      0
1519    255
1395    255
165     150
1024    222
1420    154
1114     93
1295     35
679     250
       ... 
1052    187
1016    255
1696    115
1337    119
282     163
1702    108
464     142
963     184
1596    105
1287    175
1599    255
1265     46
1534    182
118     255
276     226
472      76
768      51
632      26
1257    165
480      68
570     250
312     255
1491     17
1670    225
413      73
1273    255
600     255
869     255
1453      2
1449     19
Name: 1998, dtype: int64 0.000000
2186) 504     187
815      17
296      96
348     184
261     143
811     248
192     255
11      109
658      59
1591     26
285      86
788      46
661      86
860      47
1499      0
831      89
48        0
854      92
1240     94
577      32
1517    152
1565    181
1519     66
1395    196
165     166
1024    222
1420    152
1114      9
1295     37
679     101
       ... 
1052    190
1016    255
1696     79
1337    111
282     149
1702    108
464     146
963     145
1596    145
1287    197
1599    161
1265     43
1534    176
118     255
276     221
472      76
768      66
632      49
1257     71
480      43
570      41
312     255
1491     22
1670     81
413     101
1273    255
600      37
869     255
1453      2
1449      5
Name: 1995, dtype: int64 0.000000
2187) 504     172
815     100
296      93
348     192
261     153
811      76
192     206
11       76
658      66
1591     27
285     108
788      52
661      83
860      49
1499      2
831      94
48        0
854      40
1240    126
577      31
1517    120
1565    232
1519     43
1395    182
165     169
1024    221
1420     86
1114     37
1295     39
679     109
       ... 
1052    197
1016    255
1696     78
1337    112
282     152
1702    108
464     114
963     149
1596    160
1287    199
1599    161
1265     42
1534    198
118     155
276     207
472      69
768      78
632      62
1257     32
480      47
570      43
312     168
1491     25
1670     29
413      65
1273    250
600      21
869     255
1453     10
1449     24
Name: 1994, dtype: int64 0.000000
2188) 504      81
815     184
296     151
348     230
261     178
811     193
192     145
11      159
658      64
1591     74
285     155
788      97
661     146
860     175
1499     43
831     155
48      106
854     150
1240    204
577     157
1517     62
1565     37
1519     41
1395     89
165     189
1024    176
1420    100
1114    222
1295    103
679     174
       ... 
1052    111
1016    112
1696     21
1337    181
282      85
1702    231
464      92
963     210
1596    227
1287    179
1599     46
1265    175
1534    167
118     148
276      42
472     231
768     163
632     157
1257    227
480     156
570     142
312     157
1491     54
1670    137
413     187
1273    121
600      99
869      30
1453    232
1449     22
Name: 934, dtype: int64 0.000000
2189) 504     179
815      32
296      88
348     228
261     147
811      75
192     176
11       91
658     100
1591     24
285     105
788      53
661      85
860      57
1499     20
831      96
48        0
854      54
1240    105
577      35
1517    121
1565    242
1519     50
1395    192
165     178
1024    175
1420     15
1114    215
1295     39
679     157
       ... 
1052    201
1016    178
1696     78
1337    112
282     140
1702    108
464     105
963     201
1596    171
1287    204
1599    152
1265     45
1534    141
118      75
276     195
472      79
768      83
632      74
1257     59
480      47
570      41
312     138
1491     42
1670     43
413      61
1273    182
600      21
869     255
1453     19
1449     48
Name: 1993, dtype: int64 0.000000
2190) 504     187
815      14
296      91
348     231
261     140
811      73
192     153
11      100
658      96
1591     27
285      96
788      68
661      98
860      82
1499     99
831     100
48        8
854      67
1240     23
577      32
1517    156
1565    255
1519     47
1395    187
165     171
1024     13
1420    149
1114    161
1295     28
679      88
       ... 
1052    211
1016    113
1696     49
1337    112
282     140
1702     75
464      65
963     133
1596     84
1287    108
1599    145
1265     44
1534    125
118      65
276     164
472      86
768      80
632      94
1257    142
480      51
570      46
312     139
1491     84
1670     62
413      66
1273    180
600      22
869     248
1453     18
1449     39
Name: 1991, dtype: int64 0.000000
2191) 504     179
815      16
296      97
348     209
261     142
811      60
192     126
11       93
658      98
1591     34
285      71
788      71
661     130
860     150
1499     84
831      93
48      111
854     102
1240     49
577      26
1517    224
1565    255
1519     50
1395    178
165      74
1024    107
1420    140
1114    177
1295     48
679      92
       ... 
1052    225
1016    179
1696     67
1337    112
282     143
1702    238
464       6
963     184
1596    180
1287    139
1599    142
1265     45
1534    106
118      62
276     137
472      91
768      60
632      17
1257    119
480      58
570      20
312     147
1491     85
1670     51
413      60
1273     68
600      23
869     100
1453     59
1449      8
Name: 1989, dtype: int64 0.000000
2192) 504      31
815     149
296     158
348     243
261      91
811     188
192      96
11       96
658      81
1591     17
285      37
788     118
661     120
860     113
1499     77
831     144
48      228
854     159
1240     85
577     137
1517     31
1565     31
1519    255
1395     67
165     204
1024    215
1420    234
1114    230
1295     89
679     177
       ... 
1052    161
1016    181
1696     60
1337    164
282      99
1702    187
464      91
963     157
1596    151
1287     70
1599     85
1265    167
1534    160
118      75
276      54
472     228
768     160
632     122
1257    111
480     155
570     129
312     148
1491    119
1670     45
413     157
1273     75
600      93
869      52
1453    196
1449      3
Name: 939, dtype: int64 0.000000
2193) 504     181
815      19
296     101
348     186
261     135
811      34
192     116
11      104
658      92
1591     35
285      88
788      77
661     168
860     133
1499     82
831      94
48       84
854      86
1240    218
577      93
1517    223
1565    255
1519     64
1395    164
165     203
1024     89
1420    133
1114    185
1295     49
679      20
       ... 
1052    220
1016    122
1696     19
1337    112
282     129
1702    240
464       8
963     170
1596    137
1287    126
1599    155
1265     47
1534     73
118      60
276      63
472      95
768      35
632     152
1257    140
480      49
570      39
312     147
1491     56
1670     32
413      61
1273    116
600      86
869      15
1453     79
1449      5
Name: 1988, dtype: int64 0.000000
2194) 504      30
815     130
296     163
348     244
261     191
811     191
192     189
11       69
658      91
1591     87
285      16
788     109
661     137
860     138
1499     55
831     151
48      215
854     103
1240     99
577     113
1517     40
1565     58
1519    255
1395     51
165     151
1024    122
1420    240
1114    252
1295     81
679     173
       ... 
1052     99
1016    245
1696    131
1337    199
282     107
1702    213
464      88
963     164
1596    213
1287     39
1599    177
1265    137
1534     95
118     121
276      91
472     228
768     153
632      92
1257    152
480     123
570     113
312     140
1491    118
1670    130
413     127
1273     63
600      83
869      17
1453    172
1449      2
Name: 941, dtype: int64 0.000000
2195) 504      32
815     128
296     176
348     238
261     149
811     194
192     191
11       49
658      86
1591     88
285      21
788      91
661     169
860     168
1499     74
831     146
48      216
854      82
1240     72
577     114
1517     22
1565     59
1519    255
1395     25
165     196
1024    121
1420    245
1114    229
1295     65
679     142
       ... 
1052    105
1016    152
1696    147
1337    203
282     118
1702    203
464     114
963     132
1596    142
1287     86
1599    174
1265    124
1534     47
118     121
276     120
472     228
768     149
632      84
1257    225
480     149
570     106
312     136
1491    119
1670    151
413     128
1273     68
600      83
869      14
1453    156
1449      7
Name: 942, dtype: int64 0.000000
2196) 504     170
815      13
296     105
348     137
261     141
811      43
192     107
11       96
658      95
1591     38
285      75
788      81
661     140
860     126
1499    112
831      67
48      100
854     107
1240    234
577      25
1517    221
1565    255
1519     58
1395    147
165     203
1024     74
1420    123
1114    184
1295     55
679      18
       ... 
1052    222
1016    125
1696     15
1337    110
282     128
1702    239
464       9
963     183
1596    111
1287    111
1599    187
1265     46
1534    108
118       1
276     181
472      96
768      52
632     159
1257    135
480      52
570      47
312     146
1491     99
1670     48
413      39
1273     82
600      32
869      57
1453    102
1449     24
Name: 1987, dtype: int64 0.000000
2197) 504     173
815      69
296       9
348      97
261     136
811      30
192      92
11       80
658      66
1591     32
285      45
788      96
661     135
860      32
1499    152
831      20
48       86
854     149
1240    205
577      27
1517    242
1565    172
1519    111
1395    152
165     204
1024     30
1420     50
1114    135
1295     62
679      14
       ... 
1052    224
1016    192
1696     67
1337    115
282     117
1702    240
464      40
963     146
1596     29
1287     58
1599    119
1265     48
1534    227
118       4
276      95
472      95
768      59
632     199
1257    131
480     107
570      54
312      68
1491     25
1670     96
413     102
1273     89
600      84
869       8
1453    110
1449     48
Name: 1984, dtype: int64 0.000000
2198) 504     167
815      76
296       2
348     157
261     141
811      27
192      82
11       87
658      74
1591     30
285      47
788      96
661     176
860      36
1499    171
831      22
48      134
854     138
1240    234
577      23
1517    242
1565    148
1519    243
1395    152
165     195
1024     47
1420     77
1114    132
1295     62
679      13
       ... 
1052    227
1016    207
1696     51
1337    111
282     120
1702    242
464      52
963     119
1596     40
1287     45
1599    134
1265     49
1534    244
118      12
276      98
472      93
768      47
632     183
1257    122
480     124
570      74
312     144
1491     40
1670     89
413      54
1273     89
600      31
869       8
1453    115
1449     51
Name: 1983, dtype: int64 0.000000
2199) 504      19
815      77
296     176
348      58
261      80
811     255
192     255
11       44
658      97
1591     84
285      36
788     106
661     180
860     119
1499    109
831     134
48      116
854     255
1240    198
577      96
1517     10
1565    189
1519    255
1395    252
165     204
1024    167
1420    244
1114     30
1295    255
679     165
       ... 
1052     93
1016    124
1696    119
1337    144
282     123
1702    108
464     112
963     145
1596    202
1287    221
1599    176
1265    130
1534     28
118     255
276     120
472     173
768     146
632      39
1257     26
480     150
570      94
312     255
1491     86
1670    125
413     102
1273     63
600      86
869     255
1453     42
1449     40
Name: 946, dtype: int64 0.000000
2200) 504      17
815      16
296     192
348      44
261      75
811     255
192     255
11       50
658     112
1591     79
285      51
788     255
661     176
860       7
1499     71
831     129
48      148
854     255
1240    197
577      88
1517     17
1565    255
1519    255
1395    255
165     199
1024    167
1420    247
1114     36
1295    255
679     168
       ... 
1052     96
1016    249
1696    250
1337    123
282     125
1702    108
464      96
963     132
1596    225
1287    234
1599    246
1265    128
1534     30
118     255
276      95
472     124
768     139
632      33
1257     41
480      68
570     182
312     255
1491     60
1670    224
413     119
1273    158
600     255
869     255
1453     83
1449     38
Name: 947, dtype: int64 0.000000
2201) 504      77
815     134
296      36
348      86
261     255
811     255
192     255
11        0
658     189
1591    255
285     144
788     255
661     255
860       0
1499     61
831      88
48      218
854     203
1240     89
577      29
1517    246
1565      0
1519    255
1395    255
165     243
1024    222
1420     27
1114     37
1295    140
679     255
       ... 
1052    124
1016     38
1696    255
1337     89
282     255
1702    108
464     255
963     128
1596    107
1287    162
1599    238
1265     22
1534     55
118     255
276     249
472      27
768      58
632      76
1257     24
480     190
570     255
312     255
1491     17
1670     34
413      21
1273    255
600     255
869     255
1453     12
1449    198
Name: 2002, dtype: int64 0.000000
2202) 504      22
815     204
296     146
348     163
261      57
811     181
192      26
11       66
658      92
1591     84
285     211
788     125
661     228
860     138
1499     18
831     121
48      157
854     129
1240    153
577     178
1517     89
1565     47
1519     31
1395    128
165     162
1024     70
1420    151
1114    253
1295      8
679     178
       ... 
1052    169
1016    154
1696     15
1337    215
282      83
1702    173
464     166
963     144
1596     55
1287     68
1599     68
1265    234
1534     73
118     115
276     205
472     229
768     166
632     183
1257     85
480      50
570     159
312     154
1491    210
1670     93
413     194
1273    151
600     142
869      46
1453    151
1449     87
Name: 921, dtype: int64 0.000000
2203) 504      21
815      17
296     201
348      44
261      40
811     255
192     255
11       73
658     124
1591    104
285      64
788     255
661     202
860       6
1499     41
831     136
48      134
854     255
1240    154
577      95
1517     21
1565    255
1519    255
1395    255
165     200
1024    222
1420    246
1114     37
1295    255
679     158
       ... 
1052     50
1016    189
1696    214
1337    123
282     139
1702    108
464      97
963     133
1596    227
1287    214
1599    214
1265    114
1534     30
118     255
276      86
472     218
768      77
632      31
1257    161
480      71
570     181
312     255
1491     47
1670    226
413     111
1273    164
600     255
869     255
1453     93
1449     34
Name: 897, dtype: int64 0.000000
2204) 504     124
815      39
296      19
348     153
261     197
811      34
192      89
11        0
658     175
1591    255
285     140
788      39
661      54
860       0
1499    170
831      93
48        5
854      85
1240     95
577      27
1517    244
1565    193
1519    255
1395    146
165     228
1024    201
1420     56
1114     64
1295    125
679      15
       ... 
1052    139
1016    113
1696    255
1337     94
282     136
1702    108
464     212
963      48
1596     69
1287    164
1599    176
1265     45
1534     66
118     155
276     246
472      37
768      63
632     102
1257     27
480     198
570      48
312     225
1491     25
1670     28
413      18
1273    231
600     116
869     163
1453     13
1449    181
Name: 2005, dtype: int64 0.000000
2205) 504      20
815      12
296     248
348      39
261      43
811     255
192     255
11       74
658     132
1591    162
285      63
788     255
661     212
860       0
1499     22
831     127
48      111
854     255
1240    180
577     186
1517     22
1565    253
1519    255
1395    255
165     204
1024    222
1420    242
1114     51
1295    255
679     245
       ... 
1052     68
1016    247
1696    200
1337    107
282     156
1702    108
464      78
963     183
1596    162
1287    222
1599    255
1265    108
1534     29
118     255
276      96
472     211
768      62
632      26
1257    199
480     112
570     255
312     255
1491     34
1670    238
413     101
1273    230
600     255
869     255
1453    121
1449     31
Name: 898, dtype: int64 0.000000
2206) 504     179
815     151
296      41
348     205
261     163
811      28
192      76
11      113
658     164
1591    255
285      84
788      43
661     210
860     159
1499    138
831     104
48       29
854     192
1240    218
577      27
1517    160
1565     14
1519    255
1395    148
165     224
1024    109
1420     36
1114    167
1295    125
679      17
       ... 
1052     38
1016    133
1696    255
1337     90
282     113
1702    235
464     175
963     174
1596     98
1287     68
1599     17
1265    217
1534    126
118      68
276     216
472     140
768      36
632     226
1257    161
480     200
570      58
312       5
1491    113
1670     55
413      22
1273    109
600      42
869     255
1453    107
1449    108
Name: 2020, dtype: int64 0.000000
2207) 504     172
815     126
296      53
348     193
261     172
811      29
192      74
11      192
658     207
1591    255
285     116
788      87
661     202
860     231
1499    138
831     103
48       67
854     194
1240    239
577      29
1517    179
1565     66
1519    255
1395    148
165     226
1024     53
1420     71
1114    154
1295    125
679      18
       ... 
1052     36
1016    138
1696    255
1337     94
282     134
1702    233
464     128
963     184
1596     45
1287    150
1599     19
1265     73
1534     20
118      77
276     223
472     134
768      75
632     206
1257    139
480     206
570      49
312       2
1491    123
1670     59
413      51
1273     79
600      51
869     255
1453     81
1449    113
Name: 2018, dtype: int64 0.000000
2208) 504     158
815     109
296      28
348     187
261     177
811      29
192      77
11      202
658     201
1591    255
285      99
788      84
661     197
860      48
1499    143
831     103
48       62
854     194
1240    214
577      22
1517    229
1565     80
1519    255
1395    148
165     226
1024     66
1420     84
1114    160
1295    125
679      21
       ... 
1052     26
1016    159
1696    255
1337     96
282     123
1702    235
464      86
963     163
1596     46
1287    147
1599     15
1265     71
1534     64
118      91
276     231
472     124
768      77
632     227
1257     64
480     205
570      54
312       1
1491    118
1670     58
413      37
1273    137
600      53
869     255
1453     86
1449    107
Name: 2017, dtype: int64 0.000000
2209) 504      10
815      66
296     123
348      79
261      10
811     255
192     255
11       94
658     161
1591    255
285      89
788     125
661      39
860      66
1499    103
831     105
48      107
854      65
1240    254
577      71
1517     91
1565    255
1519    255
1395     71
165     240
1024    174
1420    172
1114    164
1295    164
679     183
       ... 
1052     83
1016    255
1696    255
1337    102
282     226
1702    108
464     161
963     160
1596    124
1287    164
1599    255
1265    140
1534     97
118     255
276     118
472     203
768     160
632      87
1257    226
480     111
570      94
312     255
1491    167
1670     87
413     104
1273     65
600     106
869       7
1453    206
1449    159
Name: 904, dtype: int64 0.000000
2210) 504      16
815      75
296     120
348      90
261      10
811      64
192      15
11      126
658     143
1591    255
285      99
788      76
661      47
860      60
1499     72
831     103
48       81
854      84
1240    254
577      82
1517     91
1565    255
1519    205
1395     47
165     241
1024    156
1420    186
1114    140
1295     11
679     138
       ... 
1052    104
1016    255
1696    203
1337    115
282      78
1702    108
464     144
963     145
1596    136
1287    232
1599    255
1265    148
1534    113
118     159
276     132
472     203
768     159
632     106
1257    231
480     117
570      93
312     241
1491    160
1670    104
413     104
1273     76
600     106
869       1
1453    155
1449    170
Name: 905, dtype: int64 0.000000
2211) 504     152
815      74
296      37
348     187
261     181
811      32
192      63
11      185
658     185
1591    255
285      92
788      89
661     188
860      55
1499    158
831     101
48       64
854     194
1240    206
577      18
1517    247
1565     96
1519    255
1395    146
165     218
1024     17
1420     55
1114    178
1295    125
679      24
       ... 
1052    133
1016    141
1696    255
1337    101
282      88
1702    217
464      57
963     165
1596     27
1287    148
1599     27
1265     55
1534     57
118     103
276     245
472     106
768      82
632     227
1257     59
480     205
570      49
312      42
1491     90
1670     59
413      43
1273    125
600      41
869     255
1453     62
1449    125
Name: 2014, dtype: int64 0.000000
2212) 504     161
815     138
296      30
348     201
261     195
811      32
192      53
11      161
658     181
1591    255
285      94
788      92
661     190
860      72
1499    154
831      97
48       63
854     185
1240    143
577      15
1517    250
1565     84
1519    255
1395    138
165     218
1024     97
1420     98
1114    180
1295    125
679      25
       ... 
1052    133
1016    144
1696    255
1337     94
282      89
1702    203
464     122
963      35
1596     61
1287    142
1599     30
1265     50
1534     29
118      68
276     246
472     105
768      68
632     207
1257     44
480     205
570      38
312      24
1491     90
1670     59
413      43
1273    129
600      39
869     255
1453     61
1449    198
Name: 2013, dtype: int64 0.000000
2213) 504     122
815     128
296      21
348     210
261     193
811      33
192      51
11      132
658     169
1591    255
285     110
788      88
661     196
860     144
1499    158
831      99
48      137
854     177
1240     22
577      13
1517    248
1565     88
1519    255
1395    128
165     218
1024    114
1420     30
1114    174
1295    125
679      22
       ... 
1052    132
1016     94
1696    255
1337     94
282      97
1702    202
464     199
963      40
1596     29
1287    115
1599     31
1265     53
1534     11
118      76
276     245
472      95
768      79
632     224
1257    160
480     204
570      51
312      23
1491     70
1670     61
413      30
1273    131
600      39
869     255
1453     66
1449    194
Name: 2012, dtype: int64 0.000000
2214) 504     238
815      97
296      49
348     140
261      45
811      11
192     154
11      138
658      23
1591    255
285     136
788     149
661     184
860      88
1499    173
831     152
48       44
854     102
1240    239
577       4
1517     76
1565    169
1519    107
1395    154
165      37
1024    210
1420    174
1114     67
1295     58
679     205
       ... 
1052     80
1016     68
1696     98
1337    150
282      10
1702    101
464     144
963     147
1596    127
1287    183
1599    255
1265    132
1534    182
118      98
276     119
472      21
768      14
632     230
1257     82
480      92
570     108
312      67
1491    134
1670     79
413     139
1273    117
600     113
869     236
1453    191
1449    163
Name: 909, dtype: int64 0.000000
2215) 504     237
815     115
296       7
348     143
261      50
811      22
192      29
11      110
658      22
1591    255
285     134
788     196
661     215
860      80
1499     67
831       6
48       35
854      18
1240    216
577     109
1517     88
1565    145
1519    105
1395    154
165      36
1024    217
1420    178
1114     95
1295     51
679     145
       ... 
1052     65
1016     26
1696     56
1337    162
282       4
1702    205
464     157
963     172
1596    123
1287    216
1599    255
1265    148
1534    177
118     104
276     125
472      11
768     216
632     246
1257     23
480     187
570     137
312      58
1491    144
1670    150
413     229
1273     69
600     207
869     255
1453    191
1449    160
Name: 910, dtype: int64 0.000000
2216) 504     151
815     116
296      44
348     192
261     183
811      33
192      52
11      199
658     156
1591    255
285     112
788      89
661     189
860     215
1499    162
831     102
48       88
854     177
1240     14
577      12
1517    246
1565     85
1519    255
1395    126
165     218
1024     79
1420     44
1114    142
1295    125
679      21
       ... 
1052    128
1016     87
1696    255
1337     94
282      85
1702    198
464     217
963      50
1596     30
1287    133
1599     28
1265     71
1534     78
118      66
276     239
472      84
768      77
632     211
1257     24
480     206
570      46
312      50
1491    100
1670     59
413      25
1273    125
600      37
869     123
1453     60
1449    198
Name: 2011, dtype: int64 0.000000
2217) 504      25
815     142
296      17
348      71
261      36
811      23
192      20
11       76
658     113
1591    206
285     138
788     186
661      53
860      37
1499     32
831      19
48      149
854     203
1240    185
577     209
1517    167
1565    131
1519     52
1395    149
165      31
1024    222
1420     64
1114    122
1295     24
679     133
       ... 
1052     74
1016    126
1696     99
1337    215
282      68
1702    193
464      89
963     167
1596    152
1287    155
1599    248
1265    159
1534    206
118     138
276      94
472      81
768     159
632     214
1257     85
480     144
570     129
312      28
1491    204
1670    129
413     177
1273     92
600     117
869     255
1453    157
1449    131
Name: 912, dtype: int64 0.000000
2218) 504     154
815      72
296      21
348     187
261     190
811      33
192      52
11       57
658     172
1591    255
285     105
788      78
661     188
860     203
1499    170
831      98
48      195
854     151
1240     11
577      12
1517    243
1565     71
1519    255
1395    126
165     218
1024    137
1420     59
1114    150
1295    125
679      19
       ... 
1052    133
1016    147
1696    255
1337     94
282      68
1702    199
464     216
963      79
1596     86
1287    156
1599     57
1265     74
1534    171
118      70
276     240
472      75
768      68
632     220
1257     65
480     201
570      40
312     109
1491     57
1670     57
413      47
1273     89
600      36
869      41
1453     54
1449    198
Name: 2010, dtype: int64 0.000000
2219) 504      36
815     146
296      69
348      90
261      23
811     109
192      28
11      111
658     106
1591    165
285     149
788     216
661     145
860      42
1499     35
831     110
48      135
854     168
1240    111
577     123
1517     43
1565    130
1519     37
1395    141
165     188
1024     24
1420     83
1114    248
1295     25
679     144
       ... 
1052     71
1016     56
1696    125
1337    215
282      76
1702    199
464     102
963     194
1596    179
1287    230
1599    240
1265    156
1534    214
118     155
276      47
472     218
768     166
632     204
1257    255
480     142
570     146
312     111
1491    207
1670    101
413     150
1273     91
600     109
869     255
1453    134
1449    105
Name: 914, dtype: int64 0.000000
2220) 504     140
815      52
296      17
348     183
261     188
811      33
192      56
11        4
658     177
1591    255
285      93
788      71
661     177
860     209
1499    174
831      98
48       63
854     150
1240     19
577      15
1517    245
1565     40
1519    255
1395    125
165     218
1024    104
1420     61
1114    162
1295    125
679      19
       ... 
1052    134
1016    118
1696    255
1337     92
282      90
1702     83
464     207
963      77
1596    130
1287    150
1599     62
1265     60
1534    123
118      75
276     245
472      64
768      66
632     196
1257     56
480     201
570      48
312     112
1491     40
1670     45
413      29
1273    168
600      87
869      35
1453     52
1449    198
Name: 2009, dtype: int64 0.000000
2221) 504     143
815      44
296      17
348     176
261     185
811      33
192      70
11        0
658     185
1591    255
285     127
788      62
661     132
860     215
1499    169
831      98
48       88
854     132
1240     76
577      14
1517    241
1565     16
1519    255
1395    121
165     218
1024     80
1420     39
1114    128
1295    125
679      18
       ... 
1052    140
1016    161
1696    255
1337    119
282     114
1702    108
464     206
963      42
1596     87
1287    128
1599    119
1265     54
1534    169
118      59
276     248
472      56
768      58
632     183
1257     24
480     199
570      47
312     114
1491     55
1670     24
413      39
1273    155
600     132
869      36
1453     90
1449    195
Name: 2008, dtype: int64 0.000000
2222) 504     131
815      40
296      17
348     165
261     184
811      33
192      77
11        0
658     169
1591    255
285     139
788      56
661      78
860      10
1499    158
831      98
48       95
854     106
1240     90
577      19
1517    239
1565     62
1519    255
1395    129
165     217
1024    164
1420     38
1114     88
1295    125
679      15
       ... 
1052    130
1016    165
1696    255
1337    112
282     122
1702    108
464     205
963      42
1596    135
1287     49
1599    122
1265     66
1534    140
118      68
276     246
472      50
768      58
632     126
1257     86
480     193
570      59
312     102
1491     33
1670     11
413      41
1273    165
600      39
869      32
1453     78
1449    194
Name: 2007, dtype: int64 0.000000
2223) 504      28
815     181
296     123
348     152
261      49
811     192
192      26
11       79
658      19
1591    249
285     186
788     143
661       9
860     169
1499     23
831     129
48      115
854      11
1240     84
577     140
1517     63
1565    124
1519     65
1395    137
165     172
1024     24
1420     47
1114    163
1295      7
679      38
       ... 
1052     91
1016     17
1696     50
1337    215
282      75
1702    194
464     174
963     200
1596     96
1287    100
1599    142
1265    188
1534    160
118     109
276     213
472     227
768     168
632     189
1257     25
480      31
570     128
312     165
1491    186
1670     78
413     177
1273     72
600     127
869     219
1453    115
1449     83
Name: 918, dtype: int64 0.000000
2224) 504      35
815     107
296     200
348      55
261      88
811     255
192     255
11      125
658     130
1591    104
285      39
788     105
661     222
860       6
1499     50
831     153
48       89
854     255
1240    176
577     101
1517      9
1565    229
1519    255
1395    249
165     202
1024    182
1420    250
1114     43
1295    255
679      77
       ... 
1052     56
1016     76
1696     97
1337     41
282     136
1702    108
464      76
963      15
1596    250
1287    179
1599    234
1265    142
1534     27
118     255
276     101
472     204
768      49
632      41
1257    235
480     138
570      99
312     255
1491     61
1670    226
413     106
1273    102
600      77
869     255
1453     95
1449     37
Name: 846, dtype: int64 0.000000
2225) 504      18
815     113
296     196
348      83
261      59
811     178
192     161
11      169
658     124
1591     77
285      22
788      72
661     209
860     163
1499     25
831     155
48      106
854      54
1240    111
577      93
1517     21
1565     78
1519    255
1395     32
165     210
1024     62
1420    242
1114    130
1295    255
679      72
       ... 
1052     54
1016     55
1696     47
1337     49
282      97
1702     80
464      65
963       8
1596    196
1287     75
1599    154
1265    143
1534     95
118     181
276      90
472     208
768      52
632      57
1257     23
480     138
570     106
312     166
1491    100
1670    173
413     127
1273     91
600      82
869     255
1453    123
1449     22
Name: 844, dtype: int64 0.000000
2226) 504      19
815       7
296     255
348      31
261      67
811     255
192     255
11      140
658     139
1591    109
285      62
788     255
661     148
860       0
1499     76
831     139
48       38
854     255
1240    140
577     255
1517     29
1565    255
1519    255
1395    255
165     189
1024    211
1420    252
1114    109
1295    255
679     255
       ... 
1052     96
1016    255
1696    255
1337     47
282     245
1702    108
464      96
963     167
1596    161
1287    242
1599    248
1265    127
1534     25
118     255
276      93
472     106
768     251
632      21
1257    237
480      92
570     255
312     255
1491     64
1670    244
413     103
1273    209
600     255
869     255
1453    152
1449     26
Name: 949, dtype: int64 0.000000
2227) 504      44
815     134
296      22
348      78
261      30
811     146
192      13
11      104
658     146
1591    255
285     151
788     190
661     144
860      39
1499     39
831      52
48       39
854     129
1240    204
577     134
1517     79
1565    143
1519     41
1395    165
165      45
1024    222
1420    120
1114    132
1295     35
679      65
       ... 
1052     57
1016     31
1696    170
1337     58
282      62
1702    207
464       5
963     130
1596    173
1287    167
1599     86
1265    183
1534    168
118      83
276     132
472     168
768     101
632     246
1257     23
480     142
570      19
312      38
1491    182
1670     44
413     157
1273     69
600     128
869     255
1453    169
1449    151
Name: 762, dtype: int64 0.000000
2228) 504     155
815     116
296      98
348     221
261     155
811      61
192     173
11       87
658     124
1591     43
285      96
788      48
661     116
860      30
1499    131
831     155
48       85
854      71
1240     18
577      79
1517     85
1565    255
1519     56
1395    178
165      93
1024    140
1420     84
1114    184
1295     35
679      29
       ... 
1052    224
1016    247
1696     52
1337    121
282     141
1702    201
464     162
963     231
1596     50
1287    111
1599     41
1265     30
1534    156
118      63
276      53
472      89
768      66
632     124
1257    101
480     175
570      49
312     139
1491     70
1670    125
413      13
1273    135
600      39
869     255
1453     34
1449     51
Name: 2089, dtype: int64 0.000000
2229) 504     154
815     127
296      98
348     191
261     152
811      59
192     172
11       87
658     104
1591     42
285      93
788      46
661     116
860      54
1499    132
831     160
48      133
854      84
1240     29
577      98
1517     70
1565    255
1519     52
1395    170
165     208
1024     87
1420     85
1114    179
1295     35
679      28
       ... 
1052    226
1016    248
1696     60
1337    118
282     144
1702    211
464     156
963     184
1596     69
1287    103
1599     38
1265     20
1534    135
118      57
276      40
472     104
768      56
632     153
1257     25
480     197
570      47
312     153
1491     44
1670    118
413      22
1273    186
600      38
869     203
1453     36
1449     61
Name: 2088, dtype: int64 0.000000
2230) 504      39
815     158
296     132
348     141
261      84
811     124
192       3
11      113
658     147
1591    255
285     189
788     148
661     165
860     148
1499     18
831     191
48      161
854      26
1240    178
577     122
1517    161
1565    130
1519     45
1395    153
165     136
1024     22
1420    118
1114    151
1295    139
679      34
       ... 
1052    205
1016     55
1696     64
1337     58
282      75
1702    196
464     137
963     176
1596    139
1287    210
1599     58
1265    215
1534    170
118     136
276     128
472     173
768     119
632     203
1257     24
480     162
570     143
312     143
1491    212
1670    164
413     165
1273    103
600     163
869     255
1453    118
1449     27
Name: 766, dtype: int64 0.000000
2231) 504     153
815     137
296      96
348     158
261     151
811      58
192     169
11      113
658      98
1591     48
285     108
788      48
661     160
860      39
1499    137
831     164
48      119
854     112
1240    163
577      92
1517     99
1565    255
1519     32
1395    159
165     208
1024    114
1420     86
1114    184
1295     35
679      28
       ... 
1052    227
1016    232
1696     64
1337     90
282     146
1702    211
464     143
963     212
1596     73
1287     99
1599     23
1265     23
1534    107
118      61
276      28
472     123
768      64
632     157
1257    104
480     192
570      56
312     152
1491     71
1670    112
413      28
1273    125
600      42
869     174
1453     35
1449     61
Name: 2087, dtype: int64 0.000000
2232) 504     155
815     140
296      52
348      83
261     167
811      53
192     136
11      110
658      79
1591     60
285      41
788      47
661     160
860      62
1499    172
831     169
48       13
854     146
1240     38
577      94
1517     88
1565    191
1519    252
1395    151
165     208
1024     35
1420     91
1114    193
1295     30
679      32
       ... 
1052    231
1016    229
1696     52
1337    100
282     161
1702    216
464     164
963     157
1596     46
1287     69
1599     34
1265     12
1534    118
118      27
276      11
472     141
768      62
632     206
1257     30
480     186
570      59
312     151
1491     58
1670     94
413      23
1273     79
600      37
869      19
1453     36
1449     59
Name: 2084, dtype: int64 0.000000
2233) 504     170
815     161
296      75
348     180
261     180
811      45
192      77
11       55
658      64
1591     41
285      78
788      47
661     184
860     153
1499    173
831     170
48       57
854     157
1240     41
577      84
1517     90
1565    172
1519    255
1395    151
165     204
1024     37
1420    137
1114    196
1295     75
679      31
       ... 
1052    231
1016    247
1696     48
1337     80
282     147
1702    206
464     121
963     180
1596     84
1287     87
1599     26
1265     15
1534    230
118       9
276       9
472     158
768      56
632     206
1257    120
480     194
570      52
312     143
1491     33
1670     86
413      39
1273     66
600      36
869      93
1453     58
1449     54
Name: 2082, dtype: int64 0.000000
2234) 504      52
815     196
296     165
348     145
261      82
811     124
192       7
11       64
658     116
1591     71
285     216
788     137
661     171
860     162
1499     21
831     210
48       55
854     157
1240    176
577     144
1517    163
1565     52
1519     41
1395    138
165     140
1024     36
1420    152
1114    154
1295     39
679     205
       ... 
1052    102
1016     65
1696     59
1337     58
282      62
1702    203
464     141
963     159
1596    105
1287     62
1599     64
1265    241
1534     87
118     138
276      81
472     177
768     109
632     180
1257    109
480      71
570     157
312       7
1491    200
1670    123
413     173
1273    117
600     152
869     252
1453    122
1449    105
Name: 771, dtype: int64 0.000000
2235) 504     162
815     157
296      78
348     188
261     175
811      22
192      72
11      109
658      63
1591     51
285      74
788      48
661     175
860     147
1499    179
831     178
48      121
854     172
1240     80
577      60
1517    165
1565    248
1519    255
1395    151
165     198
1024     38
1420     67
1114    169
1295     71
679      30
       ... 
1052    168
1016    220
1696     52
1337     86
282     147
1702    204
464     113
963     159
1596     96
1287    150
1599     27
1265     14
1534    208
118      10
276       8
472     147
768      63
632     206
1257     24
480     192
570      53
312     151
1491     57
1670     80
413      39
1273     67
600      43
869      45
1453     82
1449     46
Name: 2081, dtype: int64 0.000000
2236) 504     164
815     162
296      72
348     194
261     166
811      20
192      73
11      109
658      82
1591     46
285      64
788      44
661     211
860     164
1499    182
831     173
48      142
854     176
1240    107
577      57
1517    218
1565    186
1519    255
1395    151
165     203
1024     50
1420     26
1114    157
1295     69
679      27
       ... 
1052    251
1016    247
1696     48
1337     86
282     136
1702    202
464     158
963     164
1596     53
1287     99
1599     31
1265     12
1534    227
118       7
276       8
472     155
768      58
632     206
1257    154
480     191
570      57
312     146
1491     89
1670     76
413      24
1273     42
600      36
869      32
1453     87
1449     41
Name: 2080, dtype: int64 0.000000
2237) 504      49
815     203
296     167
348     129
261      67
811     123
192      25
11       80
658      98
1591     69
285     220
788     138
661     148
860      77
1499    135
831     207
48       67
854     152
1240    204
577     165
1517    221
1565    103
1519     24
1395    128
165     168
1024    111
1420    170
1114    141
1295     60
679     204
       ... 
1052    175
1016     52
1696     25
1337     58
282     103
1702    225
464     141
963     133
1596    126
1287    203
1599     51
1265    232
1534     72
118     140
276      46
472     161
768     122
632     190
1257    134
480      24
570     179
312      14
1491    159
1670     72
413     201
1273     95
600     149
869      85
1453    153
1449    124
Name: 774, dtype: int64 0.000000
2238) 504      58
815     204
296     174
348     157
261      76
811     128
192      20
11       91
658      92
1591     71
285     214
788     131
661     176
860     159
1499    145
831     203
48       56
854     164
1240    217
577     176
1517    239
1565     89
1519     24
1395    127
165     147
1024     43
1420    171
1114    117
1295     85
679     212
       ... 
1052    171
1016     46
1696     52
1337     58
282     100
1702    224
464      98
963     164
1596    146
1287    104
1599     45
1265    249
1534    109
118     143
276      54
472     164
768     119
632     181
1257     29
480      33
570     174
312      13
1491    183
1670     72
413     190
1273     30
600     147
869      71
1453    164
1449    124
Name: 775, dtype: int64 0.000000
2239) 504      40
815     202
296     174
348     160
261      72
811     125
192      41
11       97
658      78
1591     48
285     221
788     127
661     116
860     157
1499    117
831     199
48       37
854     175
1240    223
577     165
1517    199
1565    117
1519     31
1395    122
165     157
1024     34
1420    163
1114    136
1295    109
679     213
       ... 
1052    165
1016     62
1696     38
1337     58
282      97
1702    182
464     102
963     164
1596    177
1287     51
1599     46
1265    235
1534     91
118     143
276      74
472     171
768     118
632     165
1257     91
480      58
570     176
312      14
1491    168
1670    117
413     169
1273     69
600     137
869      48
1453    175
1449    125
Name: 776, dtype: int64 0.000000
2240) 504     172
815     168
296      63
348     178
261     170
811      17
192      69
11      103
658     101
1591     41
285     102
788      40
661     219
860     182
1499    202
831     169
48      176
854     177
1240     78
577      62
1517    212
1565    174
1519    255
1395    151
165     207
1024     46
1420     20
1114    210
1295    124
679      25
       ... 
1052    119
1016    247
1696     51
1337     86
282     176
1702    209
464     158
963     146
1596     55
1287    135
1599     28
1265     22
1534    214
118       8
276       8
472     159
768      64
632     206
1257     25
480     191
570      55
312     145
1491    100
1670     72
413      49
1273     72
600      37
869      10
1453    102
1449     39
Name: 2079, dtype: int64 0.000000
2241) 504      41
815     207
296     159
348     152
261      59
811     121
192     187
11       60
658      92
1591     38
285     197
788     128
661     108
860     187
1499     72
831     197
48      222
854     176
1240    228
577     158
1517    129
1565    107
1519     29
1395    117
165     154
1024     53
1420    157
1114    125
1295    127
679     212
       ... 
1052    177
1016     60
1696      0
1337     52
282      82
1702    192
464      83
963     115
1596    211
1287    224
1599     56
1265    213
1534     26
118     117
276     142
472     167
768     115
632     180
1257     21
480      76
570     173
312      10
1491     82
1670    148
413     188
1273    102
600     123
869      37
1453    198
1449    121
Name: 779, dtype: int64 0.000000
2242) 504     149
815     160
296      51
348     190
261     171
811      17
192      64
11      157
658     114
1591     38
285     101
788      41
661     221
860     214
1499    195
831     175
48      164
854     175
1240     19
577      65
1517    163
1565    177
1519    255
1395    151
165     221
1024     58
1420     41
1114    212
1295    125
679      23
       ... 
1052     76
1016     79
1696     53
1337     84
282      72
1702    212
464     190
963      13
1596     37
1287    117
1599     37
1265     29
1534    245
118      17
276      12
472     164
768      48
632     196
1257     25
480     172
570      47
312     142
1491    139
1670     67
413      47
1273     96
600      50
869     118
1453    108
1449     56
Name: 2077, dtype: int64 0.000000
2243) 504      60
815     199
296     166
348     229
261      37
811     120
192      23
11      241
658      86
1591     36
285     182
788     110
661     101
860     175
1499     49
831     186
48      103
854     155
1240    149
577     164
1517    112
1565     82
1519     41
1395    108
165     145
1024     65
1420    122
1114    151
1295    125
679     212
       ... 
1052     69
1016     49
1696     34
1337     52
282      74
1702    212
464      80
963     211
1596     69
1287    239
1599     83
1265    215
1534     48
118     136
276     103
472     159
768     115
632     158
1257    116
480     158
570     150
312     146
1491     98
1670    149
413     187
1273    106
600     120
869      56
1453    212
1449     76
Name: 782, dtype: int64 0.000000
2244) 504      41
815     187
296     160
348     237
261      91
811     119
192      36
11      255
658     101
1591      5
285     154
788     108
661     115
860      87
1499     35
831     181
48       55
854     165
1240    137
577     167
1517     49
1565     69
1519     39
1395    101
165     150
1024    151
1420    151
1114     71
1295     63
679      67
       ... 
1052     49
1016     43
1696     34
1337     53
282      70
1702    184
464      91
963     123
1596    113
1287    218
1599     77
1265    218
1534    122
118     120
276      75
472     155
768     131
632     157
1257     67
480     168
570     157
312     120
1491     62
1670     92
413     167
1273     91
600     100
869      33
1453    213
1449     47
Name: 784, dtype: int64 0.000000
2245) 504      28
815     173
296     165
348     244
261      63
811     116
192      47
11      255
658     120
1591      4
285     144
788     100
661     110
860      37
1499     23
831     172
48      225
854     137
1240     53
577     144
1517     39
1565     64
1519    116
1395     94
165     188
1024    222
1420    232
1114    248
1295     41
679      73
       ... 
1052     33
1016     44
1696     10
1337     58
282      58
1702    204
464     123
963     172
1596    188
1287    209
1599    148
1265    202
1534    203
118     136
276     114
472     168
768     136
632     154
1257     44
480     146
570     144
312     134
1491     92
1670    112
413     139
1273     95
600      95
869      69
1453    214
1449     16
Name: 786, dtype: int64 0.000000
2246) 504      50
815     171
296     169
348     245
261      31
811     115
192      49
11      255
658     123
1591      7
285     111
788     107
661      92
860     184
1499     27
831     195
48      244
854     152
1240    104
577     150
1517     43
1565     48
1519    215
1395     91
165     163
1024    222
1420    229
1114    198
1295     26
679      70
       ... 
1052     91
1016     44
1696     15
1337     57
282      54
1702    178
464     122
963     146
1596    118
1287     80
1599    139
1265    201
1534    197
118     119
276     102
472     186
768     132
632     126
1257    190
480     148
570     155
312     133
1491    112
1670     80
413     160
1273     99
600      88
869      20
1453    204
1449     10
Name: 787, dtype: int64 0.000000
2247) 504      36
815     136
296     128
348     103
261      21
811     123
192      14
11      101
658     139
1591    255
285     143
788     187
661     102
860      40
1499     34
831     197
48       38
854     137
1240    175
577     141
1517    156
1565    131
1519     45
1395    159
165     148
1024    196
1420    123
1114    191
1295     41
679      71
       ... 
1052     60
1016     36
1696     78
1337     58
282      69
1702    204
464       9
963     165
1596    147
1287    192
1599     67
1265    172
1534    193
118      30
276     143
472     175
768      91
632      89
1257     95
480     144
570     139
312     135
1491    207
1670     91
413     180
1273     74
600     142
869     255
1453    148
1449     98
Name: 763, dtype: int64 0.000000
2248) 504     211
815     195
296       8
348     138
261      73
811      24
192      17
11      137
658     105
1591    255
285     154
788     212
661      58
860      52
1499     41
831      32
48      121
854      21
1240    202
577     216
1517     32
1565    156
1519    123
1395    165
165      25
1024    217
1420    166
1114    167
1295     14
679      69
       ... 
1052     62
1016    123
1696    116
1337     58
282      53
1702    104
464     104
963     142
1596    154
1287    182
1599     86
1265    169
1534    200
118      81
276     147
472      47
768      93
632     246
1257     30
480     138
570      11
312      58
1491    175
1670     63
413     178
1273     49
600     159
869     255
1453    189
1449    158
Name: 761, dtype: int64 0.000000
2249) 504      52
815     146
296     174
348     244
261      28
811     121
192      54
11      255
658     132
1591     90
285      38
788     105
661     117
860      87
1499     35
831     200
48      242
854     146
1240    100
577     127
1517     52
1565     35
1519    255
1395     82
165     202
1024    196
1420    243
1114     67
1295     66
679      69
       ... 
1052    175
1016     48
1696     51
1337     50
282      51
1702    212
464      75
963     173
1596    129
1287    227
1599    171
1265    197
1534    128
118     116
276      97
472     190
768     106
632     107
1257    149
480     159
570     145
312     129
1491    163
1670     75
413     143
1273    137
600      93
869      17
1453    175
1449      6
Name: 789, dtype: int64 0.000000
2250) 504     238
815      44
296      20
348     123
261     103
811      48
192      14
11      101
658      42
1591    255
285     125
788     175
661      78
860      48
1499     71
831       1
48      144
854      18
1240    205
577      21
1517     63
1565    236
1519    134
1395    168
165      25
1024    175
1420    182
1114    130
1295     18
679     198
       ... 
1052     62
1016    133
1696    115
1337     53
282     126
1702    108
464     135
963     134
1596    135
1287    221
1599    115
1265    166
1534    128
118     123
276     191
472      12
768     137
632     245
1257    160
480     232
570       7
312      51
1491    157
1670     59
413      67
1273     76
600     141
869     255
1453    192
1449    163
Name: 760, dtype: int64 0.000000
2251) 504      50
815     142
296     191
348     236
261      82
811     114
192      42
11      255
658     180
1591     29
285      29
788     147
661     148
860      86
1499     28
831     132
48      148
854     110
1240     42
577     139
1517     34
1565     49
1519    255
1395     83
165     143
1024    125
1420    239
1114    148
1295     90
679     165
       ... 
1052     73
1016     70
1696     37
1337    134
282      38
1702    233
464      44
963     132
1596     96
1287     65
1599    153
1265    198
1534    174
118     116
276      78
472     146
768     115
632     101
1257     25
480     148
570     139
312     112
1491    172
1670     69
413     151
1273    129
600     108
869      28
1453    166
1449      3
Name: 740, dtype: int64 0.000000
2252) 504      32
815     134
296     190
348     223
261      56
811     113
192      64
11      255
658     179
1591     10
285      89
788     145
661     197
860      58
1499     41
831      77
48       64
854     107
1240    101
577     123
1517     52
1565     39
1519    255
1395     74
165     144
1024    165
1420    237
1114    136
1295     73
679     163
       ... 
1052     63
1016    115
1696     44
1337    158
282      33
1702    235
464      52
963      14
1596    112
1287     53
1599    170
1265    202
1534    213
118     127
276      80
472     152
768     112
632      82
1257     26
480     135
570     118
312     114
1491    178
1670    122
413     141
1273     62
600      88
869      42
1453    147
1449      3
Name: 741, dtype: int64 0.000000
2253) 504     116
815      45
296     105
348      91
261     195
811     255
192     255
11      255
658      71
1591    159
285     107
788     255
661      57
860     210
1499      0
831     130
48        0
854     255
1240    157
577     180
1517     78
1565      0
1519    248
1395    255
165     160
1024    222
1420     80
1114     67
1295     33
679      18
       ... 
1052    192
1016    255
1696    147
1337    112
282     190
1702     57
464     158
963     184
1596    135
1287    112
1599    196
1265     56
1534    152
118     255
276     152
472      52
768      38
632      33
1257     49
480     191
570     153
312     255
1491     13
1670    213
413      17
1273    255
600     255
869     255
1453      2
1449     55
Name: 2097, dtype: int64 0.000000
2254) 504     150
815      47
296     107
348     186
261     181
811     255
192     255
11      249
658      70
1591     25
285     128
788      89
661      64
860     223
1499      0
831     130
48        0
854     255
1240    202
577     181
1517     73
1565      2
1519     85
1395    253
165     166
1024    222
1420     63
1114     87
1295     27
679      10
       ... 
1052    196
1016    255
1696     56
1337     98
282     162
1702     66
464     164
963     192
1596    136
1287     97
1599    131
1265     55
1534    129
118     255
276     205
472     158
768      42
632      40
1257    151
480     195
570      29
312     255
1491     15
1670    210
413      13
1273    255
600      35
869     255
1453      1
1449     55
Name: 2096, dtype: int64 0.000000
2255) 504      37
815     106
296     200
348      69
261     102
811      31
192     117
11      226
658     167
1591     38
285      24
788     127
661     220
860      44
1499     50
831     126
48       68
854      47
1240     42
577     113
1517     33
1565    113
1519    255
1395     26
165     149
1024    176
1420    244
1114     61
1295    255
679     166
       ... 
1052     79
1016     54
1696     23
1337    193
282      76
1702     45
464      67
963      16
1596    185
1287     76
1599    166
1265    187
1534    170
118     183
276      92
472     150
768     123
632      49
1257    254
480     127
570     106
312     158
1491     79
1670    185
413     138
1273    102
600     100
869     255
1453    120
1449     23
Name: 744, dtype: int64 0.000000
2256) 504      40
815     100
296     204
348      58
261      99
811     230
192     255
11      209
658     158
1591     59
285      60
788     117
661     228
860       2
1499     52
831     190
48      118
854     101
1240     85
577     103
1517     20
1565    158
1519    255
1395     23
165     144
1024    173
1420    246
1114    185
1295    255
679     164
       ... 
1052     85
1016     57
1696     16
1337    189
282      90
1702    108
464      72
963      28
1596    218
1287    199
1599    173
1265    179
1534    161
118     255
276      87
472     127
768     104
632      49
1257    254
480     123
570     108
312     255
1491     81
1670    224
413     108
1273     34
600      88
869     255
1453    100
1449     33
Name: 745, dtype: int64 0.000000
2257) 504      41
815     136
296     215
348      44
261      89
811     255
192     255
11        1
658     188
1591    108
285      39
788     255
661     230
860       0
1499     61
831     185
48      118
854     255
1240    110
577     104
1517     21
1565    242
1519    255
1395    255
165     138
1024    222
1420    247
1114     82
1295    255
679     164
       ... 
1052     62
1016    180
1696     66
1337     86
282     118
1702    108
464      79
963     126
1596    223
1287    204
1599    171
1265    177
1534     88
118     255
276      91
472     127
768      86
632      27
1257    255
480      64
570     184
312     255
1491    118
1670    241
413     124
1273    208
600     255
869     255
1453    121
1449     35
Name: 747, dtype: int64 0.000000
2258) 504     134
815      67
296     103
348     204
261     162
811      71
192     205
11      171
658     110
1591     44
285     126
788      34
661     101
860     107
1499      2
831     128
48        0
854      38
1240    202
577     120
1517     53
1565      3
1519     48
1395    181
165     188
1024    220
1420     37
1114    187
1295     30
679      19
       ... 
1052    203
1016    255
1696     55
1337    148
282     160
1702     62
464     154
963     180
1596    139
1287     89
1599     45
1265     53
1534    156
118     158
276     145
472      53
768      50
632      64
1257     30
480     138
570      36
312     165
1491     38
1670     38
413       6
1273    246
600      34
869     255
1453      1
1449     55
Name: 2094, dtype: int64 0.000000
2259) 504     154
815      69
296     100
348     231
261     154
811      60
192     179
11       86
658     128
1591     45
285     127
788      34
661     118
860     192
1499      1
831     145
48        0
854      53
1240     93
577      58
1517     47
1565     40
1519     47
1395    158
165     204
1024    141
1420     10
1114    204
1295     33
679      16
       ... 
1052    206
1016    249
1696     55
1337    148
282     163
1702     56
464     156
963     232
1596    150
1287    119
1599     37
1265     53
1534    158
118      81
276     121
472      60
768      58
632      72
1257     24
480     192
570      39
312     125
1491     42
1670     76
413      20
1273    226
600      38
869     255
1453     18
1449     47
Name: 2093, dtype: int64 0.000000
2260) 504       4
815     255
296     255
348      30
261     255
811     255
192     255
11       82
658     249
1591    255
285     123
788     255
661     255
860     118
1499    223
831     191
48        0
854     255
1240    222
577     255
1517    125
1565    255
1519    255
1395    255
165     255
1024    222
1420    139
1114    204
1295    255
679     255
       ... 
1052     30
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     102
1596    208
1287    172
1599     62
1265    187
1534    110
118     255
276     216
472      68
768     255
632      46
1257    138
480     255
570     255
312     255
1491    153
1670    162
413     255
1273    227
600     255
869     255
1453    239
1449    138
Name: 750, dtype: int64 0.000000
2261) 504       5
815     255
296     244
348      40
261     255
811     255
192     255
11      173
658     214
1591    255
285     140
788     255
661     255
860     144
1499    224
831     199
48        0
854     255
1240    250
577     220
1517    120
1565    255
1519    255
1395    255
165     255
1024    222
1420    152
1114    148
1295    255
679     255
       ... 
1052    108
1016    255
1696    255
1337     82
282     255
1702    108
464     255
963     102
1596    178
1287    154
1599     70
1265    205
1534     90
118     255
276     179
472      70
768     217
632      54
1257    254
480      91
570     255
312     255
1491    202
1670     85
413     255
1273    208
600     255
869     171
1453    235
1449    137
Name: 751, dtype: int64 0.000000
2262) 504       6
815     152
296     155
348      51
261     255
811     255
192     255
11      129
658     207
1591    255
285     108
788     255
661     255
860     111
1499    223
831     192
48        0
854     205
1240    251
577      78
1517    170
1565    255
1519    255
1395    255
165     241
1024    219
1420    161
1114     84
1295    198
679     255
       ... 
1052    117
1016    255
1696    255
1337     54
282     255
1702    108
464     255
963      36
1596    191
1287    230
1599    149
1265    192
1534     86
118     255
276     187
472      72
768     105
632      68
1257    255
480      91
570     255
312     255
1491    204
1670     36
413     120
1273    166
600     255
869      29
1453    229
1449    140
Name: 752, dtype: int64 0.000000
2263) 504     149
815      88
296      97
348     231
261     163
811      58
192     178
11       49
658     122
1591     42
285     110
788      51
661      92
860     150
1499     20
831     154
48        0
854      63
1240     47
577      71
1517     44
1565    183
1519     42
1395    184
165     199
1024     52
1420     56
1114    154
1295     33
679      20
       ... 
1052    214
1016    222
1696     49
1337    148
282     157
1702    108
464     139
963     226
1596     60
1287    110
1599     40
1265     54
1534    152
118      89
276      92
472      66
768      61
632      83
1257     78
480     198
570      39
312     131
1491     54
1670     21
413      18
1273    218
600      33
869     255
1453     26
1449     44
Name: 2092, dtype: int64 0.000000
2264) 504      17
815      69
296     130
348      69
261      40
811     255
192     255
11       84
658     184
1591    255
285      66
788     185
661      38
860      70
1499    213
831     199
48        3
854      55
1240    254
577      79
1517    112
1565    255
1519    255
1395     37
165     227
1024    168
1420    164
1114    145
1295    116
679     177
       ... 
1052    104
1016    255
1696    255
1337     53
282     237
1702    108
464     111
963     163
1596    206
1287    245
1599    253
1265    180
1534     81
118     255
276     190
472     103
768     111
632      91
1257     45
480     107
570      93
312     255
1491    149
1670     73
413     128
1273     70
600     138
869       7
1453    213
1449    143
Name: 754, dtype: int64 0.000000
2265) 504      27
815      71
296     131
348      84
261      51
811     121
192      14
11       71
658     159
1591    255
285     126
788     162
661      43
860     114
1499    183
831     207
48      203
854      84
1240    252
577      74
1517    109
1565    255
1519    255
1395     23
165     227
1024    178
1420    183
1114    102
1295    155
679      51
       ... 
1052     79
1016    255
1696    255
1337     51
282      91
1702    108
464     122
963     161
1596    187
1287    218
1599    255
1265    193
1534     72
118     164
276     192
472      90
768     113
632      92
1257     24
480     117
570     101
312     218
1491    140
1670     97
413     116
1273     80
600     105
869       4
1453    204
1449    146
Name: 755, dtype: int64 0.000000
2266) 504      42
815      79
296     125
348      77
261      37
811     120
192      38
11       82
658     154
1591    255
285      95
788     164
661      57
860      91
1499    129
831     205
48      116
854      84
1240    253
577     101
1517     81
1565    255
1519    255
1395    128
165     222
1024    159
1420    177
1114    185
1295    128
679      62
       ... 
1052     61
1016    255
1696    255
1337     57
282      87
1702    108
464      88
963     145
1596    129
1287    207
1599    255
1265    165
1534     45
118      94
276     204
472     105
768     114
632     112
1257     96
480     133
570      99
312     145
1491    139
1670    170
413     146
1273     60
600     110
869      22
1453    193
1449    174
Name: 756, dtype: int64 0.000000
2267) 504      32
815      91
296     119
348     112
261      25
811     122
192      46
11      124
658     143
1591    255
285     114
788     164
661      78
860      91
1499    117
831     203
48       41
854     104
1240    251
577     111
1517    107
1565    255
1519    255
1395    166
165     190
1024    109
1420    179
1114     98
1295     67
679      76
       ... 
1052     80
1016    229
1696    255
1337     58
282      67
1702    108
464      89
963     159
1596    187
1287    191
1599    255
1265    169
1534     47
118      83
276     193
472     118
768      17
632     145
1257     24
480     186
570      99
312     145
1491    144
1670     84
413     136
1273     53
600     109
869     117
1453    173
1449    156
Name: 757, dtype: int64 0.000000
2268) 504     141
815     118
296     100
348     224
261     156
811      64
192     175
11       85
658     124
1591     30
285      96
788      48
661     116
860      36
1499    123
831     151
48        3
854      80
1240     17
577      69
1517     79
1565    216
1519     49
1395    183
165      28
1024    103
1420     84
1114    175
1295     35
679      25
       ... 
1052    218
1016    224
1696     50
1337    137
282     148
1702    100
464      77
963     168
1596    110
1287    127
1599     36
1265     50
1534    169
118      55
276      64
472      88
768      60
632     105
1257     26
480     198
570      46
312     141
1491     77
1670    128
413       7
1273     29
600      40
869     255
1453     37
1449     50
Name: 2090, dtype: int64 0.000000
2269) 504     239
815      97
296       4
348     117
261      74
811      33
192      48
11       89
658      20
1591    255
285     135
788     107
661      96
860      95
1499    107
831      43
48       35
854      62
1240    233
577       7
1517    100
1565    255
1519    113
1395    166
165      67
1024    162
1420    176
1114    123
1295     42
679     202
       ... 
1052     57
1016     46
1696    139
1337     52
282      57
1702    108
464     114
963     153
1596    205
1287    190
1599    125
1265    183
1534    127
118     121
276     190
472      18
768      33
632     193
1257     34
480     217
570     114
312      59
1491    192
1670     43
413     213
1273    130
600     153
869     255
1453    193
1449    159
Name: 759, dtype: int64 0.000000
2270) 504      54
815     156
296     169
348     245
261      20
811     119
192      52
11      255
658     138
1591     47
285      81
788     122
661     109
860     197
1499     26
831     202
48      247
854     150
1240     55
577     135
1517     51
1565     44
1519    255
1395     86
165     172
1024    187
1420    232
1114    114
1295     44
679      74
       ... 
1052    165
1016     44
1696     25
1337     47
282      52
1702    201
464      88
963     171
1596     72
1287    218
1599    135
1265    198
1534    154
118     114
276     101
472     183
768      90
632     128
1257    132
480     158
570     138
312     132
1491    144
1670     65
413     191
1273     67
600      94
869      30
1453    195
1449      8
Name: 788, dtype: int64 0.000000
2271) 504      95
815      88
296     115
348       7
261       3
811      55
192     141
11       56
658       9
1591    250
285      48
788     191
661      66
860     185
1499    202
831      18
48      102
854      12
1240    138
577     225
1517    107
1565     75
1519     34
1395     40
165      19
1024     52
1420     45
1114    109
1295    104
679     211
       ... 
1052    209
1016     40
1696     17
1337    232
282      15
1702    118
464      67
963      23
1596    175
1287     91
1599     61
1265     78
1534     10
118      36
276      34
472     231
768     224
632     247
1257     63
480     215
570      76
312      80
1491    235
1670     86
413     145
1273    104
600     207
869     255
1453    185
1449     67
Name: 1583, dtype: int64 0.000000
2272) 504      13
815     117
296     190
348      99
261      27
811     179
192     103
11      194
658     128
1591     78
285      40
788      76
661     205
860     124
1499     72
831     148
48       94
854      66
1240     84
577     101
1517     23
1565     37
1519    255
1395     31
165     217
1024    106
1420    230
1114     78
1295    117
679      88
       ... 
1052    164
1016     62
1696    114
1337     49
282      83
1702    202
464      87
963       7
1596    221
1287    186
1599    161
1265    130
1534    175
118     106
276      72
472     209
768      62
632      67
1257     60
480     136
570     102
312     125
1491    123
1670    147
413     141
1273    122
600      82
869     142
1453    133
1449     16
Name: 843, dtype: int64 0.000000
2273) 504      37
815     187
296     155
348     147
261      52
811     185
192      18
11       66
658     120
1591     76
285     205
788     109
661     174
860     170
1499     13
831     193
48      136
854     141
1240    136
577     164
1517    140
1565     91
1519     24
1395    136
165     150
1024     43
1420    130
1114    211
1295     11
679     174
       ... 
1052    114
1016    148
1696      9
1337     49
282      60
1702    185
464     145
963     214
1596    102
1287    115
1599     64
1265    192
1534    105
118     133
276     132
472     154
768      89
632     183
1257    200
480      70
570     157
312      42
1491    211
1670     44
413     171
1273    157
600     153
869     249
1453    136
1449     68
Name: 820, dtype: int64 0.000000
2274) 504      66
815     200
296     173
348     156
261      65
811     185
192      27
11       63
658     104
1591     66
285     214
788     110
661     217
860     130
1499      9
831     186
48       56
854     165
1240    169
577     169
1517    164
1565     86
1519     46
1395    133
165     147
1024     19
1420    115
1114    162
1295     22
679     180
       ... 
1052    150
1016     63
1696     46
1337     49
282      67
1702    191
464     148
963     228
1596     32
1287     69
1599     88
1265    249
1534     68
118     127
276     117
472     175
768      87
632     197
1257     23
480      69
570     148
312       7
1491    193
1670     49
413     177
1273    158
600     153
869     214
1453    167
1449    102
Name: 822, dtype: int64 0.000000
2275) 504      38
815     204
296     171
348     144
261      59
811     182
192      33
11       68
658      96
1591     62
285     216
788     114
661     171
860     154
1499     15
831     185
48       58
854     165
1240    161
577     167
1517    208
1565     84
1519     32
1395    127
165     151
1024     64
1420    123
1114    118
1295     55
679     181
       ... 
1052    253
1016     57
1696     44
1337     49
282      74
1702    199
464     155
963     178
1596     23
1287     36
1599     64
1265    237
1534     85
118     124
276      89
472     194
768     104
632     196
1257     25
480      51
570     173
312     108
1491    189
1670     50
413     188
1273     25
600     151
869     184
1453    175
1449    108
Name: 823, dtype: int64 0.000000
2276) 504      54
815     203
296     160
348     139
261      48
811     183
192      33
11       84
658      89
1591     40
285     217
788     119
661     162
860     119
1499     65
831     186
48       53
854     166
1240    200
577     180
1517    228
1565     67
1519     34
1395    127
165     171
1024     64
1420    140
1114    108
1295    136
679     176
       ... 
1052    217
1016     57
1696     62
1337     49
282      93
1702    181
464     129
963     168
1596     85
1287     94
1599     70
1265    236
1534     61
118     126
276      66
472     188
768     122
632      49
1257    130
480      25
570     164
312      92
1491    151
1670     43
413     149
1273      4
600     146
869      39
1453    176
1449    104
Name: 824, dtype: int64 0.000000
2277) 504      66
815     207
296     173
348     160
261      49
811     183
192      33
11       91
658      85
1591     76
285     220
788     118
661     171
860     156
1499     92
831     184
48       99
854     164
1240    211
577     150
1517    237
1565    115
1519     27
1395    127
165     152
1024     95
1420    133
1114    129
1295    137
679     179
       ... 
1052    170
1016     47
1696     38
1337     49
282      94
1702    246
464     137
963     166
1596    116
1287     75
1599     58
1265    249
1534     81
118     121
276      46
472     199
768      93
632     108
1257     30
480      34
570     171
312      78
1491    178
1670     69
413     165
1273      4
600     138
869      34
1453    187
1449    105
Name: 825, dtype: int64 0.000000
2278) 504      54
815     207
296     172
348     149
261      53
811     182
192      30
11      108
658      72
1591     44
285     214
788     118
661     117
860     165
1499     67
831     180
48       67
854     177
1240    197
577     179
1517    239
1565    119
1519     27
1395    119
165     169
1024     50
1420    118
1114    117
1295     54
679     179
       ... 
1052    168
1016     51
1696     45
1337     49
282      93
1702    176
464     123
963     169
1596     64
1287     48
1599     58
1265    232
1534    108
118     137
276      30
472     211
768     122
632     173
1257     81
480      59
570     169
312      55
1491    174
1670     97
413     199
1273     90
600     136
869      58
1453    194
1449    102
Name: 826, dtype: int64 0.000000
2279) 504     135
815      40
296      32
348     158
261     205
811      29
192      86
11        0
658     169
1591    255
285     154
788      44
661      78
860       6
1499    166
831     132
48      118
854     112
1240     92
577      50
1517    156
1565     70
1519    255
1395    131
165     217
1024    221
1420     63
1114     83
1295     59
679      20
       ... 
1052    132
1016     80
1696    255
1337     57
282     121
1702     76
464     219
963      42
1596    124
1287     44
1599     43
1265     27
1534    137
118      65
276     234
472     130
768     118
632     133
1257    142
480     195
570      66
312     116
1491     48
1670      7
413      37
1273    216
600      41
869      39
1453     59
1449    184
Name: 2057, dtype: int64 0.000000
2280) 504      44
815     206
296     153
348     189
261      36
811     182
192     141
11      164
658      72
1591     16
285     205
788     124
661     153
860     173
1499     40
831     179
48      215
854     177
1240    215
577     162
1517     90
1565    110
1519     34
1395    117
165     177
1024     84
1420    123
1114     67
1295    111
679     181
       ... 
1052     51
1016     50
1696     35
1337     28
282      85
1702    195
464     115
963     199
1596     99
1287    187
1599     25
1265    205
1534     68
118     141
276      23
472     226
768     118
632     197
1257    137
480      75
570     164
312      30
1491    104
1670    184
413     200
1273    121
600     131
869     144
1453    210
1449     87
Name: 828, dtype: int64 0.000000
2281) 504     129
815      40
296      31
348     153
261     198
811      29
192      99
11        0
658     177
1591    255
285     143
788      43
661      58
860       0
1499    167
831     127
48       80
854      89
1240     97
577      16
1517    155
1565    187
1519    255
1395    173
165     226
1024    222
1420     56
1114     80
1295     56
679      19
       ... 
1052    126
1016     79
1696    238
1337     65
282     143
1702     88
464     219
963      42
1596    122
1287    106
1599     33
1265     25
1534    145
118      74
276     241
472     122
768     128
632     121
1257     52
480     195
570      64
312     106
1491     25
1670     11
413      42
1273    224
600      38
869      44
1453     14
1449    187
Name: 2056, dtype: int64 0.000000
2282) 504     113
815      38
296      36
348     152
261     197
811      30
192     108
11        0
658     174
1591    255
285     148
788      39
661      52
860       0
1499    166
831     126
48       52
854      85
1240     95
577      57
1517    164
1565    225
1519    255
1395    151
165     213
1024    222
1420     54
1114     58
1295     60
679      19
       ... 
1052    128
1016     72
1696    238
1337     68
282     142
1702     84
464     215
963      40
1596     89
1287     69
1599     59
1265     26
1534     92
118     164
276     240
472     118
768     128
632     116
1257     25
480     194
570      55
312     228
1491     17
1670     92
413      17
1273    255
600     118
869     151
1453     14
1449    169
Name: 2055, dtype: int64 0.000000
2283) 504      98
815      36
296      29
348     132
261     203
811     255
192     255
11        0
658     181
1591    255
285     155
788     100
661      43
860       0
1499    166
831     122
48       23
854      54
1240    100
577      65
1517    160
1565    196
1519    255
1395    227
165     224
1024    222
1420     67
1114     62
1295     59
679     161
       ... 
1052    133
1016     65
1696    255
1337     69
282     237
1702     76
464     213
963      41
1596     85
1287     35
1599     88
1265     27
1534     49
118     255
276     245
472     112
768     133
632      98
1257     57
480     192
570      73
312     255
1491     12
1670     36
413      31
1273    255
600     137
869     255
1453     16
1449    177
Name: 2054, dtype: int64 0.000000
2284) 504      81
815      33
296      29
348     121
261     237
811     255
192     255
11        0
658     180
1591    255
285     145
788     255
661      43
860       0
1499     91
831     118
48       36
854      39
1240     95
577      66
1517    162
1565      2
1519    255
1395    252
165     223
1024    222
1420     30
1114     43
1295     81
679     255
       ... 
1052    122
1016     62
1696    255
1337     68
282     255
1702    108
464     222
963      47
1596    158
1287     62
1599    141
1265     21
1534     56
118     255
276     247
472     102
768     168
632      82
1257     29
480     191
570     243
312     255
1491     12
1670     15
413      23
1273    255
600     162
869     255
1453     17
1449    169
Name: 2053, dtype: int64 0.000000
2285) 504      88
815     136
296      43
348      87
261     255
811     255
192     255
11        0
658     190
1591    255
285     164
788     255
661     255
860       0
1499     37
831     113
48      187
854     202
1240     93
577      43
1517    138
1565      0
1519    255
1395    255
165     242
1024    222
1420     31
1114     49
1295    240
679     255
       ... 
1052    129
1016     33
1696    255
1337     82
282     255
1702     91
464     255
963     174
1596    122
1287    156
1599    183
1265     23
1534     38
118     255
276     248
472      91
768     163
632      75
1257     36
480     188
570     255
312     255
1491     13
1670     34
413      29
1273    255
600     255
869     255
1453     18
1449    195
Name: 2052, dtype: int64 0.000000
2286) 504      81
815     255
296     240
348      64
261     255
811     255
192     255
11        0
658     198
1591    255
285     166
788     255
661     255
860       0
1499     33
831     107
48        5
854     255
1240     90
577     206
1517    116
1565      0
1519    255
1395    255
165     255
1024    222
1420     46
1114     80
1295    255
679     255
       ... 
1052    123
1016     27
1696    255
1337    118
282     255
1702     89
464     255
963     183
1596    139
1287    123
1599    252
1265     17
1534     70
118     255
276     243
472      80
768     228
632      61
1257     25
480     185
570     255
312     255
1491     12
1670    149
413     255
1273    255
600     255
869     255
1453     17
1449    211
Name: 2051, dtype: int64 0.000000
2287) 504      58
815     171
296     172
348     246
261      35
811     176
192     150
11      216
658     107
1591      6
285     114
788      90
661      93
860     159
1499     44
831     174
48      211
854     166
1240    105
577     148
1517     32
1565     46
1519    218
1395     86
165     197
1024    222
1420    231
1114    130
1295     68
679     112
       ... 
1052    171
1016     49
1696     43
1337     49
282      64
1702    198
464     118
963     185
1596     98
1287     69
1599     99
1265    201
1534    176
118     136
276     110
472     226
768      88
632     126
1257    193
480     162
570     155
312     141
1491    118
1670    157
413     158
1273     94
600      90
869      54
1453    213
1449      9
Name: 837, dtype: int64 0.000000
2288) 504      28
815     155
296     168
348     245
261      54
811     165
192     154
11      205
658     112
1591      9
285      76
788      94
661     122
860      82
1499     50
831     162
48      234
854     166
1240     90
577     127
1517     34
1565     46
1519    255
1395     83
165     214
1024    209
1420    237
1114     79
1295     73
679     109
       ... 
1052    159
1016     60
1696     25
1337     15
282      70
1702    202
464     100
963     169
1596    124
1287    185
1599    157
1265    191
1534    147
118     131
276      79
472     221
768      69
632     145
1257     81
480     143
570     125
312     138
1491    134
1670    137
413     179
1273     83
600      95
869      78
1453    203
1449      6
Name: 838, dtype: int64 0.000000
2289) 504     143
815      35
296     255
348      49
261     204
811     255
192     255
11      255
658      55
1591    255
285     131
788     255
661      47
860     203
1499      0
831     114
48        0
854     255
1240     93
577     255
1517    177
1565      0
1519    255
1395    255
165     150
1024    222
1420    158
1114    126
1295     90
679     255
       ... 
1052    186
1016    255
1696    237
1337     48
282     246
1702    108
464     135
963     165
1596    110
1287    169
1599    255
1265     53
1534    155
118     255
276     245
472      83
768     251
632      20
1257    255
480     199
570     255
312     255
1491     22
1670    220
413      53
1273    255
600     255
869     255
1453      5
1449     50
Name: 2049, dtype: int64 0.000000
2290) 504      31
815     142
296     178
348     244
261      55
811     185
192     157
11      213
658     110
1591     40
285      35
788     100
661     165
860     114
1499     92
831     158
48      222
854     132
1240     49
577     123
1517     66
1565     52
1519    255
1395     72
165     205
1024    134
1420    239
1114    235
1295     66
679     108
       ... 
1052     71
1016     57
1696     60
1337     22
282      81
1702    230
464     111
963     128
1596    172
1287     74
1599    163
1265    171
1534    137
118     139
276      70
472     217
768      67
632     111
1257     37
480     159
570     123
312     127
1491    173
1670    155
413     150
1273     62
600      90
869      23
1453    174
1449      5
Name: 840, dtype: int64 0.000000
2291) 504      32
815     132
296     178
348     242
261      96
811     186
192     175
11      210
658     127
1591      9
285      29
788      90
661     176
860      96
1499    106
831     160
48      220
854     107
1240     80
577     122
1517     46
1565     49
1519    255
1395     60
165     189
1024    116
1420    238
1114    242
1295     64
679      96
       ... 
1052    110
1016    104
1696     74
1337     17
282      78
1702    213
464      85
963      74
1596    128
1287     88
1599    191
1265    169
1534    149
118     123
276      75
472     213
768      65
632      93
1257     81
480     130
570     113
312     128
1491    155
1670     98
413     135
1273     85
600      88
869      42
1453    164
1449      3
Name: 841, dtype: int64 0.000000
2292) 504      24
815     127
296     188
348     188
261      42
811     183
192     150
11      198
658     128
1591     46
285      49
788      86
661     173
860     112
1499    110
831     147
48       94
854      85
1240    147
577     115
1517     21
1565     33
1519    255
1395     29
165     208
1024    110
1420    236
1114    234
1295    115
679      80
       ... 
1052    114
1016     64
1696     71
1337     43
282      87
1702    234
464      86
963      21
1596    116
1287    234
1599    166
1265    150
1534    124
118     149
276      80
472     210
768      58
632      74
1257     52
480     135
570     120
312     123
1491    140
1670    117
413     122
1273     58
600      78
869      36
1453    145
1449      8
Name: 842, dtype: int64 0.000000
2293) 504     129
815      31
296      31
348     182
261     206
811      27
192      78
11        2
658     177
1591    255
285     125
788      50
661     169
860     207
1499    166
831     141
48       88
854     139
1240     15
577      81
1517    157
1565     13
1519    255
1395    121
165     220
1024    103
1420     65
1114    107
1295     95
679      22
       ... 
1052    143
1016     79
1696    182
1337     71
282     117
1702    109
464     216
963      91
1596     64
1287     73
1599     37
1265     27
1534    158
118      67
276     236
472     129
768     101
632     199
1257     68
480     197
570      35
312     111
1491     30
1670     78
413      26
1273    131
600      77
869      38
1453    126
1449    204
Name: 2059, dtype: int64 0.000000
2294) 504      33
815     186
296     143
348     141
261      55
811     183
192       9
11       82
658     117
1591    102
285     204
788     112
661     123
860     147
1499     15
831     181
48      153
854     124
1240    111
577     154
1517    127
1565     71
1519     30
1395    140
165     144
1024     48
1420    110
1114    253
1295     37
679     171
       ... 
1052    115
1016     37
1696     35
1337     49
282      59
1702    194
464     147
963     180
1596    253
1287     23
1599     76
1265    188
1534    110
118     140
276     148
472     158
768      98
632     183
1257    224
480      73
570     168
312     151
1491    234
1670    101
413     155
1273    157
600     135
869     255
1453    114
1449     37
Name: 819, dtype: int64 0.000000
2295) 504      36
815     133
296     184
348     237
261      50
811     123
192     147
11      238
658     152
1591     99
285      42
788     108
661     197
860      90
1499     55
831     159
48       96
854     107
1240     77
577     141
1517     57
1565     38
1519    255
1395     69
165     183
1024    135
1420    231
1114    230
1295    116
679      78
       ... 
1052     55
1016     83
1696     43
1337     44
282      57
1702    214
464      90
963      18
1596     86
1287     81
1599    153
1265    187
1534    197
118     115
276     105
472     194
768      95
632      89
1257     24
480     137
570     113
312     118
1491    169
1670    142
413     136
1273     66
600      88
869      42
1453    159
1449      3
Name: 791, dtype: int64 0.000000
2296) 504     125
815     159
296      37
348     188
261     199
811      28
192      79
11        1
658     169
1591    255
285     139
788      55
661     188
860     207
1499    165
831     143
48       85
854     150
1240     15
577      65
1517    156
1565     47
1519    255
1395    130
165     218
1024    132
1420     51
1114    124
1295    112
679      23
       ... 
1052    129
1016    131
1696    249
1337     71
282     115
1702    103
464     219
963      77
1596     36
1287    138
1599     38
1265     31
1534    172
118      67
276     236
472     147
768      94
632     224
1257     79
480     196
570      48
312     113
1491     60
1670     76
413      43
1273    176
600      42
869      33
1453    119
1449    197
Name: 2060, dtype: int64 0.000000
2297) 504      39
815     123
296     187
348     136
261      43
811      88
192      68
11      199
658     151
1591     26
285      44
788      98
661     197
860      82
1499    129
831     138
48       88
854      84
1240    138
577     116
1517     21
1565     33
1519    255
1395     30
165     196
1024    160
1420    236
1114    235
1295    110
679      73
       ... 
1052    112
1016     73
1696     18
1337     58
282      62
1702    228
464     103
963      21
1596    137
1287    239
1599    167
1265    189
1534    145
118     124
276     105
472     199
768      83
632      66
1257     37
480     156
570     120
312     114
1491    144
1670    144
413     154
1273     79
600      86
869      45
1453    136
1449      8
Name: 792, dtype: int64 0.000000
2298) 504      16
815     118
296     194
348      88
261      48
811      88
192      57
11      243
658     149
1591     45
285      53
788      93
661     209
860      95
1499     54
831     168
48       89
854      66
1240    131
577     127
1517     21
1565     52
1519    255
1395     29
165     188
1024    169
1420    233
1114    135
1295    176
679      79
       ... 
1052    155
1016     58
1696     35
1337     58
282      73
1702    188
464     115
963      22
1596    216
1287    227
1599    214
1265    166
1534    132
118     119
276     117
472     199
768      93
632      65
1257    147
480     138
570     111
312     113
1491     95
1670    109
413     148
1273     89
600      83
869     158
1453    122
1449     16
Name: 793, dtype: int64 0.000000
2299) 504      37
815     109
296     200
348      70
261      89
811      77
192     128
11      210
658     141
1591     76
285      23
788      92
661     217
860     116
1499     37
831     164
48       91
854      53
1240     35
577      83
1517     33
1565    106
1519    255
1395     31
165     196
1024     85
1420    242
1114    146
1295    255
679      87
       ... 
1052     87
1016     46
1696     18
1337     58
282     100
1702     70
464      97
963      13
1596    239
1287     70
1599    146
1265    164
1534    189
118     177
276     124
472     202
768      89
632      53
1257    104
480     142
570     106
312     175
1491     99
1670    133
413     131
1273     97
600      86
869     255
1453    125
1449     24
Name: 794, dtype: int64 0.000000
2300) 504     142
815     140
296      47
348     196
261     165
811      17
192      73
11      180
658     119
1591     13
285     112
788      38
661     215
860      47
1499    147
831     170
48      129
854     183
1240    232
577      58
1517    143
1565    255
1519    255
1395    151
165     203
1024     66
1420     57
1114    158
1295    125
679      25
       ... 
1052    165
1016    109
1696     59
1337     82
282     105
1702    207
464     204
963      30
1596     53
1287     51
1599     19
1265    173
1534    110
118     100
276      21
472     154
768      40
632     206
1257    165
480     186
570      54
312     150
1491    156
1670     60
413      48
1273     81
600      44
869     255
1453    110
1449    108
Name: 2074, dtype: int64 0.000000
2301) 504      37
815      70
296     209
348      44
261      90
811     255
192     255
11       82
658     167
1591    156
285      23
788     255
661     227
860       0
1499     47
831      80
48      134
854     255
1240    116
577      98
1517     21
1565    255
1519    255
1395    255
165     176
1024    222
1420    246
1114     60
1295    255
679      98
       ... 
1052     94
1016    193
1696     98
1337    103
282     132
1702    108
464      91
963     131
1596    242
1287    207
1599    201
1265    162
1534     45
118     255
276     132
472     196
768      61
632      30
1257    255
480      67
570     179
312     255
1491     63
1670    249
413     115
1273    184
600     255
869     255
1453    115
1449     35
Name: 797, dtype: int64 0.000000
2302) 504     119
815     124
296      36
348     191
261     183
811      14
192      70
11      112
658     141
1591    240
285      88
788      41
661     224
860     143
1499    139
831     167
48      115
854     183
1240    231
577      60
1517    146
1565    182
1519    255
1395    151
165     211
1024     89
1420     50
1114    139
1295    112
679      21
       ... 
1052     43
1016     45
1696    126
1337    107
282     124
1702    207
464     202
963      20
1596     42
1287     32
1599     30
1265    241
1534     56
118     115
276      42
472     175
768      42
632     221
1257     25
480     194
570      57
312     131
1491    146
1670     62
413      34
1273     82
600      43
869     255
1453     87
1449    112
Name: 2072, dtype: int64 0.000000
2303) 504       5
815     255
296     244
348      40
261     255
811     255
192     255
11      128
658     212
1591    255
285     100
788     255
661     255
860     118
1499    223
831     162
48        0
854     255
1240    250
577     213
1517    113
1565    255
1519    255
1395    255
165     255
1024    222
1420    157
1114    105
1295    255
679     255
       ... 
1052     57
1016    255
1696    255
1337     80
282     255
1702    108
464     255
963     139
1596    160
1287    234
1599     83
1265    181
1534    116
118     255
276     140
472     145
768     218
632      59
1257    248
480      91
570     255
312     255
1491    165
1670    157
413     255
1273    199
600     255
869     155
1453    234
1449    138
Name: 801, dtype: int64 0.000000
2304) 504      12
815      64
296     146
348      62
261     153
811     255
192     255
11       69
658     190
1591    255
285     128
788     255
661      36
860      99
1499    214
831     164
48        3
854      40
1240    244
577      77
1517    128
1565    255
1519    255
1395    246
165     231
1024    137
1420    159
1114     57
1295    171
679     255
       ... 
1052     60
1016    255
1696    255
1337     42
282     255
1702    108
464     131
963     164
1596    132
1287    244
1599    184
1265    202
1534     71
118     255
276     158
472     157
768      84
632      77
1257    223
480     100
570     248
312     255
1491    159
1670     60
413     141
1273     62
600     155
869      40
1453    220
1449    140
Name: 803, dtype: int64 0.000000
2305) 504      17
815      68
296     126
348      77
261      15
811     255
192     255
11      106
658     174
1591    255
285     101
788     135
661      39
860     110
1499    199
831     163
48      135
854      53
1240    254
577      78
1517    104
1565    255
1519    255
1395     38
165     235
1024     64
1420    173
1114     32
1295     63
679     178
       ... 
1052     61
1016    255
1696    255
1337     43
282     233
1702    108
464     109
963     187
1596    174
1287    183
1599    254
1265    157
1534     92
118     255
276     166
472     142
768      93
632      89
1257     54
480     108
570      93
312     255
1491    147
1670     52
413     121
1273     52
600     124
869      11
1453    210
1449    146
Name: 804, dtype: int64 0.000000
2306) 504      17
815      70
296     126
348      75
261      23
811     117
192       5
11       89
658     153
1591    255
285     117
788      94
661      46
860     102
1499    202
831     171
48      154
854      84
1240    253
577      79
1517    120
1565    255
1519    199
1395     30
165     235
1024     84
1420    186
1114     76
1295     97
679      48
       ... 
1052     72
1016    255
1696    255
1337     32
282      83
1702    108
464     129
963     175
1596    176
1287    159
1599    255
1265    161
1534    142
118     115
276     175
472     152
768      97
632     102
1257     20
480     117
570      96
312     232
1491    147
1670     32
413     129
1273     64
600     103
869       3
1453    200
1449    148
Name: 805, dtype: int64 0.000000
2307) 504      20
815      94
296     119
348     112
261      28
811     120
192      79
11      127
658     133
1591    255
285     104
788      96
661      76
860      70
1499    138
831     181
48       19
854     106
1240    251
577      93
1517    106
1565    255
1519    154
1395    160
165     227
1024    122
1420    176
1114     95
1295    144
679      53
       ... 
1052     59
1016    255
1696    255
1337     49
282      75
1702    108
464      95
963     184
1596    188
1287    196
1599    251
1265    150
1534     70
118      61
276     186
472     148
768      35
632     167
1257     27
480     164
570      99
312     153
1491    144
1670     78
413     126
1273     65
600     118
869     126
1453    169
1449    157
Name: 807, dtype: int64 0.000000
2308) 504     130
815     106
296      43
348     196
261     178
811      18
192      66
11      160
658     175
1591    255
285     105
788      40
661     218
860     170
1499    136
831     167
48       19
854     185
1240    237
577      71
1517    212
1565     61
1519    255
1395    151
165     218
1024    161
1420     43
1114    164
1295    125
679      26
       ... 
1052     39
1016    164
1696    227
1337     55
282     134
1702    199
464     200
963     106
1596     54
1287     48
1599     21
1265    248
1534     57
118     108
276      68
472     174
768      36
632     229
1257     26
480     185
570      58
312     138
1491    146
1670     63
413      42
1273    108
600      50
869     255
1453     85
1449     89
Name: 2071, dtype: int64 0.000000
2309) 504     239
815      65
296      33
348     124
261      60
811      53
192       8
11      134
658      30
1591    255
285     138
788     187
661     183
860      67
1499     68
831       1
48      162
854      18
1240    210
577      78
1517     58
1565    181
1519     18
1395    156
165      25
1024    181
1420    182
1114    124
1295     25
679     212
       ... 
1052     65
1016    131
1696    143
1337     32
282      52
1702    147
464     124
963     169
1596    145
1287    125
1599    107
1265    155
1534    147
118      51
276     188
472      16
768     168
632     246
1257    155
480     239
570       8
312     100
1491    170
1670    166
413      66
1273     60
600     156
869     255
1453    195
1449    169
Name: 810, dtype: int64 0.000000
2310) 504      39
815     135
296      20
348      59
261      31
811     135
192       6
11       98
658     136
1591    255
285     131
788     162
661     143
860      38
1499     19
831      39
48       58
854      67
1240    202
577     128
1517     89
1565    129
1519     19
1395    164
165      35
1024    222
1420     83
1114    124
1295     26
679      50
       ... 
1052     64
1016     57
1696    162
1337     49
282      73
1702    206
464      11
963     178
1596    105
1287    180
1599     57
1265    170
1534    215
118      54
276     121
472     143
768     125
632     230
1257     23
480     149
570      12
312      41
1491    173
1670     65
413     149
1273     87
600     128
869     255
1453    165
1449    152
Name: 812, dtype: int64 0.000000
2311) 504      33
815     135
296      86
348      72
261      19
811     120
192       9
11       99
658     123
1591    255
285     128
788     208
661     122
860      39
1499     30
831     112
48       84
854     151
1240    113
577     134
1517    211
1565    133
1519     35
1395    155
165     198
1024    166
1420     65
1114    176
1295     23
679      54
       ... 
1052     63
1016     48
1696     85
1337     49
282      76
1702    198
464       7
963     115
1596    116
1287    226
1599     55
1265    176
1534    175
118     106
276     138
472     156
768     107
632      28
1257    144
480     144
570     159
312      78
1491    209
1670     77
413     166
1273     93
600     136
869     255
1453    145
1449    119
Name: 813, dtype: int64 0.000000
2312) 504      17
815     145
296     125
348      57
261      27
811     120
192       4
11       87
658     120
1591    255
285     149
788     142
661      96
860      52
1499     21
831     174
48      103
854     166
1240    112
577     127
1517    202
1565     96
1519     28
1395    152
165     153
1024     31
1420     79
1114    250
1295     21
679      61
       ... 
1052     74
1016     51
1696     62
1337     49
282      76
1702    207
464      18
963     187
1596    238
1287    199
1599     66
1265    176
1534    184
118     133
276     145
472     157
768     117
632     216
1257    221
480     144
570     156
312     150
1491    212
1670     40
413     162
1273     68
600     145
869     255
1453    136
1449     88
Name: 814, dtype: int64 0.000000
2313) 504     160
815     105
296      39
348     178
261     180
811      28
192      71
11      202
658     208
1591    255
285     106
788      56
661     204
860     235
1499    145
831     164
48       71
854     195
1240    238
577      62
1517    180
1565     28
1519    255
1395    151
165     225
1024     43
1420     18
1114    103
1295    125
679      25
       ... 
1052     27
1016     92
1696    255
1337     69
282     151
1702    195
464     204
963     139
1596     54
1287    145
1599     16
1265     74
1534     36
118      56
276     208
472     170
768      52
632     221
1257    151
480     194
570      59
312       2
1491    122
1670     61
413      36
1273     85
600      44
869     255
1453     50
1449    105
Name: 2068, dtype: int64 0.000000
2314) 504      26
815     159
296     131
348     142
261      79
811     120
192       4
11      112
658      43
1591    255
285     191
788     133
661     152
860     155
1499     26
831     179
48      140
854     133
1240    143
577     153
1517    121
1565    129
1519     40
1395    145
165     148
1024     85
1420     89
1114    153
1295     23
679      36
       ... 
1052     56
1016     54
1696     57
1337     49
282     102
1702    189
464     132
963     190
1596    122
1287    205
1599     59
1265    187
1534    198
118      89
276     186
472     160
768     106
632     218
1257     32
480     161
570     143
312     151
1491    218
1670    134
413     174
1273    136
600     140
869     255
1453    121
1449      8
Name: 816, dtype: int64 0.000000
2315) 504     146
815      98
296      27
348     188
261     173
811      28
192      73
11      191
658     206
1591    255
285      82
788      56
661     204
860      48
1499    136
831     162
48       66
854     194
1240    204
577      56
1517    174
1565     63
1519    255
1395    151
165     226
1024     80
1420     15
1114    157
1295    125
679      23
       ... 
1052     28
1016     44
1696    255
1337     69
282     144
1702    194
464     204
963     157
1596     45
1287    152
1599     27
1265     60
1534     31
118      73
276     216
472     164
768      60
632     227
1257     67
480     200
570      60
312       1
1491    109
1670     61
413      34
1273     72
600      47
869     255
1453     49
1449    105
Name: 2067, dtype: int64 0.000000
2316) 504     147
815      86
296       2
348     150
261     138
811       8
192      82
11      107
658      71
1591     33
285      82
788     101
661     135
860     177
1499    187
831      23
48       26
854     164
1240    219
577      23
1517    238
1565     77
1519    255
1395    150
165     188
1024     71
1420     31
1114    142
1295     61
679      10
       ... 
1052    224
1016    178
1696     27
1337    111
282     125
1702    241
464      76
963     153
1596     61
1287     46
1599    152
1265     50
1534    246
118       9
276     198
472      90
768      46
632     212
1257    149
480      77
570      51
312     150
1491     43
1670     85
413      89
1273     76
600      64
869      10
1453     88
1449     54
Name: 1982, dtype: int64 0.000000
2317) 504       6
815     255
296     255
348      40
261     255
811     255
192     255
11      127
658     247
1591    255
285      91
788     255
661     255
860      59
1499    222
831      52
48        3
854     255
1240    222
577     255
1517    121
1565    255
1519    255
1395    255
165     255
1024    195
1420    135
1114    198
1295    255
679     255
       ... 
1052     56
1016    255
1696    255
1337     49
282     255
1702    108
464     255
963     112
1596    190
1287    164
1599    252
1265    118
1534    161
118     255
276     190
472     190
768     255
632      48
1257    255
480     255
570     255
312     255
1491    168
1670    167
413     255
1273    198
600     255
869     255
1453    234
1449    181
Name: 950, dtype: int64 0.000000
2318) 504     226
815     215
296     109
348     159
261     163
811     194
192     195
11      100
658      18
1591     36
285     191
788     187
661      11
860     246
1499     52
831     116
48       40
854      88
1240     31
577     154
1517    145
1565     47
1519      9
1395     95
165      43
1024     21
1420    100
1114    253
1295      9
679      82
       ... 
1052     96
1016    173
1696     77
1337    170
282     206
1702    224
464      60
963     171
1596     47
1287     32
1599     66
1265    186
1534    159
118     105
276     144
472     210
768     121
632     196
1257    237
480      67
570     153
312     187
1491    242
1670    107
413     163
1273    159
600     143
869     226
1453    124
1449    177
Name: 1170, dtype: int64 0.000000
2319) 504     210
815      79
296      95
348     227
261     170
811      73
192     168
11       47
658      63
1591     64
285      79
788      41
661      96
860     165
1499    126
831      87
48        4
854      56
1240     79
577      46
1517    184
1565    255
1519     43
1395    133
165     190
1024     82
1420     17
1114    152
1295     33
679      49
       ... 
1052    198
1016     66
1696    140
1337    206
282     143
1702    108
464     109
963     199
1596    177
1287    160
1599    255
1265     47
1534    167
118     108
276     240
472      19
768     177
632      77
1257    255
480      34
570      86
312     165
1491     34
1670     23
413      72
1273    120
600      37
869     255
1453     31
1449     45
Name: 1893, dtype: int64 0.000000
2320) 504     218
815     125
296      88
348     233
261     159
811      89
192     124
11       90
658      90
1591     61
285      43
788      45
661     122
860      49
1499    111
831      99
48       78
854      90
1240     43
577      32
1517    227
1565    255
1519     51
1395     27
165      29
1024     43
1420    178
1114    168
1295     58
679      61
       ... 
1052    213
1016     37
1696     36
1337    206
282     122
1702    116
464      41
963     208
1596     76
1287     65
1599    255
1265     50
1534     94
118      66
276     224
472      15
768     182
632     126
1257     30
480      62
570     146
312     170
1491    102
1670     61
413     112
1273     89
600      44
869      25
1453     64
1449     22
Name: 1890, dtype: int64 0.000000
2321) 504     174
815     149
296     149
348     243
261      55
811     143
192      89
11       92
658      60
1591    104
285      91
788     107
661      90
860     213
1499    123
831      63
48      233
854     213
1240     71
577     134
1517     49
1565     22
1519    255
1395     49
165     180
1024    222
1420    241
1114     28
1295    103
679     158
       ... 
1052     42
1016    255
1696    255
1337     78
282     117
1702     99
464     108
963      78
1596    155
1287     56
1599     65
1265    124
1534    132
118     100
276     180
472     140
768     130
632     114
1257    172
480     127
570     121
312     161
1491    154
1670    151
413     132
1273     90
600      91
869      11
1453    180
1449      4
Name: 1090, dtype: int64 0.000000
2322) 504      23
815     143
296     153
348     243
261       6
811     145
192      65
11       53
658      68
1591     99
285      41
788     104
661     104
860     219
1499    116
831      68
48      255
854      96
1240     57
577     123
1517     43
1565     17
1519    255
1395     44
165     148
1024    196
1420    237
1114     46
1295     94
679     158
       ... 
1052     29
1016    255
1696    255
1337    198
282     117
1702    108
464     119
963      18
1596    171
1287     43
1599     73
1265    122
1534     77
118      88
276     163
472     112
768     126
632      92
1257    135
480     135
570     107
312     160
1491    183
1670    153
413     123
1273    106
600      85
869       3
1453    153
1449      6
Name: 1091, dtype: int64 0.000000
2323) 504       8
815     142
296     154
348     241
261      30
811     145
192      69
11       61
658      61
1591     92
285      25
788      97
661      94
860     209
1499     72
831      68
48      255
854      83
1240     48
577     117
1517     26
1565     18
1519    255
1395     24
165     219
1024     93
1420    245
1114    118
1295     94
679     150
       ... 
1052      3
1016    255
1696    255
1337    198
282     116
1702    108
464     125
963      28
1596    234
1287     26
1599     65
1265    125
1534     53
118     115
276     148
472      92
768     122
632      89
1257    125
480     133
570     112
312     157
1491    213
1670    142
413     115
1273     98
600      82
869       3
1453    121
1449     11
Name: 1092, dtype: int64 0.000000
2324) 504      13
815     128
296     162
348     235
261      66
811     154
192      74
11       68
658      61
1591     95
285      36
788      90
661     103
860     220
1499     99
831      68
48      255
854      92
1240     49
577      96
1517     28
1565     26
1519    255
1395     53
165     218
1024    116
1420    241
1114    177
1295     91
679     151
       ... 
1052      4
1016    255
1696    255
1337    198
282     120
1702    108
464      91
963     124
1596    101
1287     49
1599     69
1265    139
1534     21
118     116
276     143
472      72
768     123
632      75
1257     50
480     134
570     102
312     153
1491    222
1670    166
413     115
1273     61
600      82
869       0
1453     70
1449     15
Name: 1093, dtype: int64 0.000000
2325) 504     219
815      10
296      89
348     218
261     168
811      63
192      86
11       92
658      98
1591     60
285      42
788      38
661     126
860      30
1499     98
831      88
48       86
854     106
1240    102
577      32
1517    227
1565    255
1519     58
1395     27
165      74
1024     58
1420    175
1114    175
1295     58
679     113
       ... 
1052    216
1016     42
1696     42
1337    206
282     119
1702    236
464      39
963     209
1596     97
1287    131
1599    255
1265     52
1534     98
118      71
276     205
472      12
768     183
632      99
1257    152
480      91
570      83
312     161
1491     62
1670     43
413      79
1273     72
600     165
869      54
1453     88
1449      7
Name: 1889, dtype: int64 0.000000
2326) 504     220
815      19
296      88
348     183
261     153
811      68
192      65
11       98
658      92
1591     60
285      56
788      53
661     133
860      28
1499    105
831      58
48       84
854     131
1240    100
577      78
1517    236
1565    189
1519     42
1395     28
165     204
1024     21
1420    163
1114    172
1295     58
679      63
       ... 
1052    217
1016     48
1696     38
1337    206
282     116
1702    244
464      27
963     180
1596     90
1287    134
1599    255
1265     53
1534    106
118      54
276      25
472      12
768     164
632     146
1257    255
480      29
570     114
312     159
1491     57
1670     37
413      75
1273     74
600      64
869      12
1453    128
1449     29
Name: 1888, dtype: int64 0.000000
2327) 504      10
815      37
296     161
348      64
261     123
811     255
192     255
11       67
658      65
1591    165
285      66
788     255
661      70
860     220
1499     82
831      81
48       50
854     255
1240    142
577      87
1517     23
1565    255
1519    255
1395    255
165     217
1024    222
1420    250
1114     36
1295    157
679     109
       ... 
1052      5
1016    255
1696    255
1337    121
282     132
1702    108
464      84
963     123
1596    219
1287    209
1599    102
1265    130
1534     30
118     255
276     158
472      70
768     127
632      33
1257     37
480      68
570     178
312     255
1491     93
1670    225
413     100
1273    138
600     255
869      64
1453     92
1449     44
Name: 1097, dtype: int64 0.000000
2328) 504       8
815      33
296     250
348      46
261      94
811     255
192     255
11      165
658      75
1591    171
285      82
788     255
661      64
860       8
1499     95
831      99
48       91
854     255
1240    171
577     190
1517     15
1565    255
1519    255
1395    255
165     203
1024    222
1420    245
1114    186
1295    149
679     242
       ... 
1052      7
1016    255
1696    255
1337    107
282     160
1702    108
464      74
963     206
1596    136
1287    222
1599    172
1265    120
1534     17
118     255
276     155
472      49
768     124
632      29
1257    116
480     119
570     255
312     255
1491     70
1670    237
413      93
1273    165
600     255
869     178
1453    116
1449     44
Name: 1098, dtype: int64 0.000000
2329) 504      12
815      32
296     255
348      32
261      45
811     255
192     255
11      144
658      88
1591    217
285      69
788     255
661      50
860       2
1499     82
831     133
48       92
854     255
1240     78
577     255
1517     10
1565    255
1519    255
1395    255
165     188
1024    222
1420    252
1114     97
1295    147
679     255
       ... 
1052      8
1016    255
1696    255
1337     48
282     247
1702    108
464      77
963     199
1596    181
1287    228
1599    225
1265    111
1534     25
118     255
276     146
472      83
768     247
632      22
1257    197
480      96
570     255
312     255
1491     49
1670    244
413      94
1273    216
600     255
869     255
1453    148
1449     47
Name: 1099, dtype: int64 0.000000
2330) 504     122
815     255
296     255
348      36
261     255
811     255
192     255
11      107
658     241
1591    255
285      55
788     255
661     255
860     118
1499    212
831     145
48      229
854     255
1240    222
577     255
1517     90
1565    255
1519    255
1395    255
165     255
1024    182
1420    132
1114    222
1295    255
679     255
       ... 
1052     99
1016    255
1696    138
1337     49
282     255
1702    108
464     255
963      87
1596    195
1287    231
1599    120
1265    123
1534    186
118     255
276     192
472     188
768     255
632      59
1257    255
480     255
570     255
312     255
1491    140
1670    141
413     255
1273    191
600     255
869     255
1453    230
1449     73
Name: 1100, dtype: int64 0.000000
2331) 504     221
815      11
296      93
348     159
261     149
811      61
192      59
11      103
658      95
1591     62
285      70
788      65
661     118
860      39
1499     99
831      95
48       87
854     132
1240    230
577      34
1517    236
1565    183
1519     49
1395     27
165     215
1024     47
1420    176
1114    154
1295     59
679      59
       ... 
1052    216
1016     58
1696     41
1337    206
282     104
1702    243
464      23
963     167
1596    162
1287     99
1599    255
1265     53
1534    113
118       2
276     109
472      14
768     183
632     169
1257    255
480      30
570     107
312     148
1491     79
1670     53
413      69
1273     66
600      26
869       4
1453    159
1449     58
Name: 1887, dtype: int64 0.000000
2332) 504     118
815     156
296     102
348      62
261     255
811     255
192     255
11       23
658     153
1591    255
285      59
788     255
661     255
860     111
1499    187
831     150
48      213
854     207
1240    253
577      66
1517    111
1565    255
1519    255
1395    255
165     247
1024    180
1420    142
1114    164
1295      8
679     255
       ... 
1052     89
1016    255
1696     64
1337     56
282     255
1702    108
464     255
963      19
1596    141
1287    156
1599    102
1265    128
1534    219
118     255
276     175
472     195
768      89
632      75
1257     94
480      97
570     255
312     255
1491    116
1670    118
413     113
1273     76
600     255
869     243
1453    219
1449     79
Name: 1102, dtype: int64 0.000000
2333) 504     145
815      63
296      95
348      74
261     145
811     255
192     255
11       27
658     152
1591    255
285      52
788     255
661      39
860      96
1499     59
831     145
48       84
854      41
1240    250
577      66
1517    100
1565    255
1519    255
1395    239
165     239
1024    163
1420    156
1114     71
1295    187
679     255
       ... 
1052    130
1016    255
1696     71
1337    139
282     255
1702    108
464     200
963     149
1596    180
1287    171
1599     94
1265    138
1534    200
118     255
276     169
472     196
768      90
632      94
1257     80
480     103
570     248
312     255
1491    119
1670    116
413     108
1273     89
600     142
869      38
1453    209
1449     77
Name: 1103, dtype: int64 0.000000
2334) 504     139
815      63
296      79
348      91
261       5
811     255
192     255
11       25
658     146
1591    255
285      40
788     117
661      37
860      96
1499     54
831     153
48      107
854      88
1240    247
577      66
1517     90
1565    255
1519    255
1395     96
165     239
1024    172
1420    164
1114    239
1295    255
679     172
       ... 
1052    129
1016    255
1696     74
1337    194
282     241
1702    106
464     182
963     172
1596    119
1287    209
1599    130
1265    143
1534    171
118     255
276     162
472     204
768     112
632     108
1257     64
480      95
570      92
312     255
1491    146
1670    116
413     104
1273     77
600      82
869      29
1453    199
1449     76
Name: 1104, dtype: int64 0.000000
2335) 504     161
815      75
296      80
348      89
261       6
811      46
192      60
11       23
658     136
1591    255
285      57
788      64
661      48
860     107
1499     60
831     147
48      104
854      84
1240    251
577      66
1517    104
1565    255
1519    227
1395    105
165     240
1024    146
1420    178
1114    204
1295    255
679      96
       ... 
1052     98
1016    255
1696     70
1337    117
282     147
1702     90
464     178
963     226
1596     77
1287    227
1599    220
1265    155
1534    169
118     150
276     164
472     205
768     113
632     119
1257     69
480     113
570      97
312     215
1491    144
1670    111
413     104
1273     75
600      79
869       2
1453    199
1449     79
Name: 1105, dtype: int64 0.000000
2336) 504     182
815      97
296      87
348     113
261      10
811      58
192      31
11       30
658     111
1591    255
285      51
788      82
661      84
860      72
1499     39
831     158
48       83
854     120
1240    252
577      90
1517     85
1565    239
1519     86
1395    147
165     214
1024    139
1420    166
1114    155
1295    190
679     182
       ... 
1052    114
1016    255
1696     63
1337    201
282     133
1702    203
464     170
963     186
1596    140
1287    213
1599    155
1265    170
1534    167
118      85
276     174
472     213
768     121
632     185
1257     67
480     123
570      98
312     177
1491    139
1670    103
413     106
1273    135
600     113
869       0
1453    127
1449     74
Name: 1107, dtype: int64 0.000000
2337) 504     202
815     101
296     108
348     134
261      35
811      68
192      15
11       99
658     107
1591    255
285      52
788      89
661      95
860      90
1499    196
831     154
48       36
854      84
1240    247
577      97
1517    103
1565    162
1519     86
1395    142
165      39
1024    211
1420    165
1114    239
1295     90
679     197
       ... 
1052    108
1016    255
1696     66
1337    119
282     114
1702    235
464     182
963     186
1596    153
1287    237
1599     84
1265    189
1534    179
118      91
276     174
472     209
768      17
632     183
1257     47
480     237
570     105
312     178
1491    202
1670    104
413     134
1273    145
600      59
869      13
1453    121
1449     72
Name: 1108, dtype: int64 0.000000
2338) 504     240
815     111
296     116
348     155
261      56
811      20
192      28
11      105
658      91
1591    255
285      93
788     100
661     172
860      50
1499    247
831     158
48       68
854     134
1240    241
577     136
1517    109
1565    117
1519    121
1395    132
165      42
1024    222
1420    171
1114    231
1295     89
679     111
       ... 
1052    112
1016    146
1696     47
1337     89
282      16
1702    230
464     193
963     174
1596    169
1287    185
1599    152
1265    196
1534    203
118      92
276     171
472     142
768     176
632     245
1257     52
480     191
570      99
312      81
1491    223
1670     92
413     226
1273    138
600     111
869     219
1453    117
1449     66
Name: 1109, dtype: int64 0.000000
2339) 504     216
815      28
296     104
348     225
261     162
811      74
192     160
11       53
658      80
1591     71
285      84
788      40
661     116
860     165
1499    125
831     122
48      113
854      67
1240     51
577      29
1517    193
1565    255
1519     34
1395     21
165     190
1024     96
1420    157
1114    159
1295     38
679      51
       ... 
1052    201
1016     51
1696    139
1337    206
282     144
1702    108
464     155
963     196
1596     54
1287    168
1599    255
1265     48
1534    105
118     103
276     239
472      16
768     180
632      77
1257    253
480      41
570     113
312     174
1491     83
1670     33
413      75
1273    153
600      32
869     168
1453     44
1449     32
Name: 1892, dtype: int64 0.000000
2340) 504     208
815      66
296      95
348     164
261     180
811      74
192     193
11       54
658      53
1591     76
285      75
788      38
661      85
860     149
1499     14
831      88
48        0
854      40
1240     82
577      37
1517    160
1565    255
1519     52
1395    205
165     189
1024    125
1420     83
1114    152
1295     33
679      51
       ... 
1052    192
1016    203
1696    167
1337    206
282     157
1702    108
464     105
963     152
1596    161
1287     73
1599    255
1265     49
1534    157
118     176
276     241
472      21
768     174
632      61
1257    255
480      39
570     108
312     201
1491     21
1670     29
413      72
1273    139
600      93
869     255
1453     13
1449     36
Name: 1894, dtype: int64 0.000000
2341) 504     241
815     114
296      15
348     159
261      25
811      13
192     186
11       26
658      53
1591     86
285      83
788     177
661      50
860      43
1499    171
831       5
48      127
854     170
1240    200
577      43
1517    208
1565    126
1519     44
1395    128
165      39
1024    222
1420    148
1114    188
1295     47
679     117
       ... 
1052    104
1016     15
1696     63
1337    139
282     155
1702    216
464     181
963     149
1596     87
1287    167
1599    129
1265    190
1534    202
118     101
276     174
472     156
768     133
632      10
1257    219
480     241
570     112
312      62
1491    222
1670     94
413     233
1273     90
600     198
869      91
1453     98
1449     90
Name: 1111, dtype: int64 0.000000
2342) 504     245
815     193
296     150
348     225
261      74
811     150
192      78
11       98
658      51
1591     21
285     161
788     110
661     127
860     126
1499     76
831      70
48      212
854     166
1240    226
577     126
1517     54
1565     41
1519     44
1395     72
165     161
1024    185
1420    231
1114    144
1295    120
679     163
       ... 
1052    131
1016    255
1696    147
1337    182
282      97
1702    152
464     143
963     176
1596     53
1287    182
1599     87
1265    145
1534    206
118     112
276     198
472     222
768     133
632     170
1257    255
480      75
570     135
312     168
1491    219
1670     78
413     180
1273    118
600     105
869     127
1453    223
1449    124
Name: 1085, dtype: int64 0.000000
2343) 504     104
815     150
296       9
348      72
261      16
811     169
192      92
11      107
658      88
1591     83
285     135
788     216
661     168
860      42
1499     49
831     191
48       90
854     122
1240     67
577     137
1517    240
1565    115
1519     60
1395    133
165     204
1024    159
1420     52
1114    223
1295     13
679     181
       ... 
1052    111
1016     16
1696     59
1337    198
282      71
1702    211
464      16
963     189
1596    119
1287    227
1599     79
1265    153
1534    211
118      27
276       7
472     167
768     153
632     248
1257    255
480     147
570     217
312      42
1491    228
1670    106
413     154
1273    114
600     121
869     119
1453     94
1449     65
Name: 1064, dtype: int64 0.000000
2344) 504     162
815      61
296      73
348     186
261     155
811      46
192      54
11      138
658     169
1591    255
285      79
788      42
661     173
860      45
1499    163
831      60
48      155
854     194
1240    156
577      81
1517    110
1565    104
1519    178
1395     92
165     225
1024    101
1420     11
1114    188
1295    132
679       6
       ... 
1052     18
1016      9
1696    255
1337    155
282      28
1702    193
464     216
963      46
1596    105
1287    158
1599    190
1265     57
1534     85
118      85
276     190
472      27
768     179
632     212
1257     63
480      70
570      70
312      20
1491    108
1670     62
413      66
1273    138
600      32
869     255
1453     90
1449    117
Name: 1914, dtype: int64 0.000000
2345) 504      64
815     166
296      69
348     173
261      16
811     166
192      89
11       95
658      87
1591     80
285     140
788     201
661     141
860     239
1499     47
831     235
48       99
854     184
1240     50
577     144
1517    237
1565     75
1519     17
1395    130
165     184
1024     38
1420     56
1114    119
1295     14
679      77
       ... 
1052    101
1016     13
1696     47
1337    198
282      58
1702    234
464      61
963     167
1596     95
1287     31
1599     83
1265    169
1534    144
118      71
276     129
472     202
768     159
632     179
1257    255
480     165
570     165
312     178
1491    232
1670     70
413     152
1273    157
600     124
869      40
1453    109
1449    166
Name: 1066, dtype: int64 0.000000
2346) 504     154
815      87
296      74
348     173
261     173
811      41
192      41
11      207
658     139
1591    255
285      82
788      40
661     173
860     213
1499    171
831      72
48       93
854     177
1240     19
577      44
1517    225
1565     91
1519    193
1395     99
165     218
1024    107
1420     40
1114    115
1295    132
679       8
       ... 
1052    130
1016      8
1696    255
1337    154
282      95
1702    220
464     218
963      74
1596    141
1287    134
1599    192
1265     81
1534     72
118      86
276     189
472      28
768     152
632     200
1257    183
480      69
570      74
312      30
1491     77
1670     19
413      28
1273    151
600      42
869     207
1453    141
1449    200
Name: 1911, dtype: int64 0.000000
2347) 504      84
815     102
296      62
348     139
261      41
811     174
192      68
11       65
658      30
1591     91
285     181
788     194
661     214
860     185
1499     47
831     177
48       94
854     177
1240     34
577     149
1517    214
1565    124
1519     11
1395    125
165     194
1024     34
1420     48
1114    241
1295     11
679      19
       ... 
1052     78
1016    164
1696     16
1337    198
282      89
1702    222
464     160
963     214
1596    207
1287    138
1599     45
1265    163
1534    173
118     104
276     141
472     191
768     170
632     208
1257    178
480      44
570     140
312     179
1491    234
1670     89
413     163
1273     54
600     135
869      37
1453    104
1449    199
Name: 1068, dtype: int64 0.000000
2348) 504     165
815      80
296      50
348     177
261     170
811      34
192      47
11      205
658     148
1591    255
285      62
788      34
661     153
860     193
1499    175
831      84
48       89
854     151
1240     19
577      41
1517    228
1565     86
1519    201
1395     96
165     218
1024     96
1420     57
1114     38
1295    132
679       8
       ... 
1052    139
1016     10
1696    255
1337    154
282     117
1702    218
464     218
963      47
1596    130
1287    135
1599    187
1265     83
1534    126
118      64
276     188
472      28
768     153
632     195
1257    194
480      75
570      74
312      40
1491     80
1670     21
413      48
1273    135
600      21
869      38
1453    142
1449    206
Name: 1910, dtype: int64 0.000000
2349) 504     145
815      68
296      58
348     174
261     159
811      29
192      49
11       74
658     161
1591    255
285      92
788      51
661     152
860     122
1499    173
831     106
48      137
854     151
1240     34
577      44
1517    236
1565     69
1519    183
1395    101
165     217
1024     32
1420     62
1114    140
1295    132
679       9
       ... 
1052    137
1016     10
1696    255
1337    154
282     127
1702    112
464     211
963      41
1596    131
1287    153
1599    186
1265     68
1534    153
118      71
276     185
472      31
768     144
632     192
1257    183
480      43
570     127
312      13
1491     85
1670     12
413      42
1273    122
600     107
869      31
1453     96
1449    223
Name: 1909, dtype: int64 0.000000
2350) 504     139
815      76
296      50
348     178
261     157
811      26
192      65
11      205
658     171
1591    255
285     116
788     116
661     101
860     107
1499    169
831     122
48      159
854     131
1240     50
577     121
1517    227
1565     20
1519    212
1395    101
165     224
1024     19
1420     60
1114    122
1295    132
679       7
       ... 
1052    146
1016     10
1696    255
1337    154
282     136
1702    108
464     209
963      29
1596     94
1287    157
1599    200
1265     60
1534     34
118      79
276     189
472      33
768     150
632     170
1257    226
480      23
570     100
312      86
1491     77
1670     32
413      37
1273    101
600      24
869      32
1453     38
1449    199
Name: 1908, dtype: int64 0.000000
2351) 504     119
815      52
296      45
348     132
261     192
811     255
192     255
11        0
658     185
1591    255
285     104
788     152
661      37
860       0
1499     22
831     113
48       71
854      54
1240     77
577      35
1517    237
1565    176
1519    255
1395    200
165     230
1024    185
1420     58
1114     91
1295    125
679     162
       ... 
1052    121
1016    227
1696    255
1337    154
282     240
1702    108
464     210
963     169
1596     88
1287    125
1599    255
1265     37
1534     32
118     255
276     187
472      59
768     125
632      92
1257    171
480      11
570      67
312     255
1491     20
1670     14
413      35
1273    208
600      15
869     255
1453      5
1449    198
Name: 1904, dtype: int64 0.000000
2352) 504      63
815     222
296     157
348     158
261     153
811     169
192      60
11       85
658      58
1591     90
285     199
788     123
661     222
860      42
1499     24
831     163
48      141
854      98
1240     52
577     177
1517    139
1565    119
1519     33
1395    125
165      59
1024    100
1420    156
1114    194
1295     19
679     148
       ... 
1052    228
1016    255
1696    255
1337    198
282      85
1702    206
464     151
963     189
1596    135
1287    197
1599     89
1265    192
1534     53
118     151
276     164
472     222
768     145
632       9
1257     53
480      22
570     143
312     180
1491    223
1670     27
413     179
1273      7
600     133
869     253
1453    175
1449    186
Name: 1074, dtype: int64 0.000000
2353) 504     112
815      49
296      46
348      95
261     234
811     255
192     255
11        0
658     190
1591    255
285     131
788     255
661      40
860       0
1499     62
831     113
48       60
854      40
1240     74
577      41
1517    233
1565    184
1519    255
1395    243
165     225
1024    189
1420     33
1114     43
1295    125
679     255
       ... 
1052    127
1016    228
1696    255
1337    154
282     255
1702    108
464     219
963     154
1596    167
1287    139
1599    255
1265     30
1534     32
118     255
276     176
472      60
768     151
632      77
1257    180
480       8
570     237
312     255
1491     23
1670     10
413      44
1273    255
600      68
869     255
1453      5
1449    229
Name: 1903, dtype: int64 0.000000
2354) 504     106
815     147
296      59
348      72
261     255
811     255
192     255
11        0
658     198
1591    255
285     126
788     255
661     255
860       0
1499     25
831      96
48      185
854     214
1240     77
577      43
1517    231
1565     24
1519    255
1395    255
165     243
1024    210
1420     26
1114     90
1295    125
679     255
       ... 
1052    118
1016    202
1696    255
1337    141
282     255
1702    108
464     255
963     150
1596     95
1287     26
1599    255
1265     66
1534     68
118     255
276     172
472      72
768     152
632      79
1257    183
480       9
570     255
312     255
1491     18
1670     19
413      43
1273    255
600     255
869     255
1453      6
1449    249
Name: 1902, dtype: int64 0.000000
2355) 504      73
815     221
296     150
348     205
261      42
811     170
192      82
11      143
658      51
1591     72
285     180
788     124
661     210
860     180
1499     24
831     108
48       50
854     201
1240    104
577     157
1517    204
1565    118
1519     28
1395     88
165      82
1024     97
1420    102
1114    236
1295     14
679     161
       ... 
1052     72
1016    255
1696    255
1337    122
282      96
1702    162
464     137
963     169
1596     38
1287    203
1599     45
1265    189
1534     40
118     153
276     189
472     220
768     159
632     118
1257     52
480      50
570     151
312     177
1491    215
1670     88
413     156
1273      7
600     128
869     255
1453    208
1449    182
Name: 1077, dtype: int64 0.000000
2356) 504      52
815     218
296     154
348     188
261     151
811     119
192      34
11       81
658      45
1591     84
285     186
788     115
661     184
860     178
1499     26
831     120
48       82
854     212
1240    198
577     163
1517    181
1565     83
1519     23
1395     95
165      67
1024     96
1420     93
1114    209
1295     90
679     161
       ... 
1052     52
1016    255
1696    255
1337    118
282     116
1702    151
464     148
963     198
1596     23
1287    172
1599     53
1265    165
1534     48
118     101
276     194
472     227
768     148
632     191
1257    220
480      54
570     165
312     175
1491    138
1670     70
413     197
1273     38
600     140
869     255
1453    227
1449    181
Name: 1079, dtype: int64 0.000000
2357) 504     189
815     100
296      89
348      85
261     199
811     255
192     255
11      162
658      43
1591     84
285     123
788     255
661      79
860      66
1499      0
831     109
48        0
854     255
1240    106
577      25
1517     93
1565    255
1519    249
1395    202
165     157
1024    222
1420    158
1114    113
1295     30
679      47
       ... 
1052    184
1016    255
1696    255
1337     64
282     184
1702    108
464     143
963     232
1596    156
1287    133
1599    255
1265     54
1534     87
118     255
276     141
472      30
768     170
632      34
1257     23
480      43
570     148
312     255
1491     22
1670    242
413      69
1273    255
600     255
869     255
1453      3
1449     27
Name: 1897, dtype: int64 0.000000
2358) 504     191
815      85
296      95
348     106
261     196
811     255
192     255
11      121
658      46
1591     74
285      82
788      94
661      79
860      77
1499      2
831     100
48        0
854     255
1240    107
577      23
1517     97
1565    255
1519    118
1395    153
165     166
1024    192
1420    157
1114    129
1295     30
679      39
       ... 
1052    185
1016    255
1696    156
1337    152
282     169
1702    108
464     123
963     200
1596    156
1287    127
1599    255
1265     51
1534    160
118     255
276     228
472      24
768     169
632      42
1257    125
480      34
570      51
312     255
1491     29
1670    236
413      77
1273    241
600      64
869     255
1453      3
1449      6
Name: 1896, dtype: int64 0.000000
2359) 504     252
815     196
296     140
348     215
261     125
811     167
192      11
11       75
658      52
1591    122
285     157
788      83
661     152
860     128
1499     42
831      88
48      213
854     189
1240    144
577     163
1517     95
1565     51
1519     14
1395     84
165     128
1024    116
1420    106
1114     80
1295    149
679     164
       ... 
1052     74
1016    255
1696    140
1337    135
282     113
1702    184
464     142
963     178
1596     55
1287    117
1599     53
1265    153
1534     59
118     135
276     200
472     220
768     143
632     197
1257    255
480     171
570     157
312     174
1491    148
1670     85
413     197
1273     32
600     110
869     156
1453    219
1449    157
Name: 1082, dtype: int64 0.000000
2360) 504     249
815     201
296     139
348     218
261     108
811     167
192      47
11       76
658      49
1591     18
285     147
788      96
661     140
860     125
1499     52
831      78
48      223
854     187
1240    207
577     146
1517     81
1565     54
1519     20
1395     81
165     125
1024    169
1420     93
1114     30
1295    143
679     163
       ... 
1052    242
1016    255
1696    128
1337    119
282     111
1702    165
464     145
963     190
1596     13
1287    137
1599     77
1265    160
1534    143
118     159
276     199
472     230
768     136
632     194
1257    255
480     160
570     162
312     171
1491    210
1670     96
413     191
1273     66
600     109
869     175
1453    232
1449    138
Name: 1083, dtype: int64 0.000000
2361) 504     202
815      23
296      94
348     164
261     188
811     240
192     255
11       60
658      49
1591     69
285     105
788      36
661      93
860     104
1499      2
831      99
48        0
854      91
1240    110
577      21
1517    122
1565    255
1519    114
1395    197
165     185
1024    160
1420    157
1114    126
1295     33
679      57
       ... 
1052    189
1016    254
1696    140
1337    203
282     153
1702    108
464     100
963     169
1596    159
1287    177
1599    255
1265     49
1534    178
118     255
276     240
472      26
768     172
632      53
1257    255
480      38
570      40
312     255
1491     25
1670    107
413      81
1273    208
600      93
869     255
1453      7
1449      3
Name: 1895, dtype: int64 0.000000
2362) 504     237
815      28
296     112
348     170
261     145
811      12
192      96
11       50
658     141
1591    176
285     251
788     184
661      38
860     101
1499    245
831      61
48       73
854      75
1240    222
577     124
1517    134
1565    123
1519     73
1395    131
165      44
1024    222
1420    173
1114     63
1295     48
679      28
       ... 
1052    104
1016     12
1696     60
1337    127
282       2
1702    203
464     178
963     215
1596     66
1287     47
1599    153
1265    188
1534    218
118      93
276     173
472     199
768     147
632      88
1257    137
480     223
570     106
312      70
1491    224
1670    103
413     229
1273    119
600     171
869     233
1453    105
1449     88
Name: 1110, dtype: int64 0.000000
2363) 504     218
815     136
296      90
348     119
261     151
811      57
192      56
11       99
658     112
1591     61
285      37
788      72
661     160
860      56
1499    152
831     115
48      131
854     136
1240    238
577      35
1517    226
1565    112
1519     75
1395     27
165     205
1024     71
1420    172
1114    134
1295    125
679      61
       ... 
1052    219
1016     52
1696     28
1337    206
282      89
1702    243
464      14
963     186
1596    239
1287    131
1599    255
1265     53
1534    241
118       4
276      35
472       8
768     185
632     169
1257    255
480      34
570     108
312      43
1491     33
1670     62
413     131
1273     55
600      22
869       0
1453    149
1449     27
Name: 1885, dtype: int64 0.000000
2364) 504     164
815      78
296      65
348     191
261     142
811      46
192      11
11       98
658     115
1591    255
285     106
788      44
661     196
860     122
1499    145
831      95
48       41
854     197
1240    144
577      43
1517    207
1565     41
1519    252
1395     99
165     197
1024    146
1420     46
1114     83
1295    128
679       7
       ... 
1052     39
1016     12
1696    255
1337    154
282      34
1702    199
464      58
963     181
1596     63
1287    126
1599    180
1265    100
1534     24
118     100
276     152
472      21
768     104
632     206
1257    160
480      72
570     107
312       6
1491    105
1670     25
413      44
1273    125
600      50
869     255
1453    109
1449    112
Name: 1919, dtype: int64 0.000000
2365) 504     200
815      13
296      12
348      30
261     150
811      46
192       5
11       60
658      83
1591     46
285     115
788       0
661     161
860     228
1499    169
831     112
48      155
854     163
1240    222
577     114
1517    211
1565     44
1519    137
1395     24
165       6
1024     74
1420     52
1114     77
1295    127
679      20
       ... 
1052    116
1016    111
1696    143
1337    206
282       1
1702    234
464       1
963      37
1596    224
1287     72
1599     29
1265    117
1534    228
118      53
276       4
472       6
768      45
632     200
1257    167
480      25
570      61
312      22
1491    178
1670     26
413      95
1273    144
600       3
869     255
1453    158
1449    106
Name: 1874, dtype: int64 0.000000
2366) 504     214
815     102
296       4
348     216
261     152
811      44
192       3
11       40
658      84
1591     27
285      60
788      25
661     217
860     210
1499    189
831       4
48      149
854     191
1240    203
577      55
1517    203
1565    122
1519    109
1395     26
165      26
1024     72
1420     52
1114     55
1295    141
679      52
       ... 
1052     91
1016    255
1696    124
1337    206
282       5
1702    223
464       2
963      27
1596    164
1287     73
1599     21
1265     90
1534    229
118      56
276     153
472       7
768     183
632     202
1257     34
480      87
570      42
312      13
1491    175
1670     27
413     150
1273    143
600      15
869     255
1453    159
1449    117
Name: 1873, dtype: int64 0.000000
2367) 504     216
815      32
296      10
348     211
261     147
811      46
192       6
11       99
658      80
1591    252
285      98
788      67
661     203
860     135
1499    128
831     111
48      164
854     197
1240    184
577      62
1517    230
1565     18
1519    115
1395     38
165      34
1024     58
1420     38
1114    192
1295    141
679      57
       ... 
1052     60
1016    123
1696    246
1337    206
282      13
1702    221
464      91
963     162
1596    197
1287     68
1599     34
1265    222
1534     85
118      68
276     185
472      25
768     184
632     206
1257     35
480     148
570      99
312      10
1491    178
1670     22
413      76
1273     99
600      17
869     255
1453    141
1449    104
Name: 1871, dtype: int64 0.000000
2368) 504      27
815     106
296     163
348     116
261     107
811     255
192     255
11       42
658      61
1591    244
285      80
788     255
661      69
860     214
1499     88
831     135
48      150
854     255
1240    127
577      83
1517     57
1565    255
1519    255
1395    255
165     207
1024    176
1420    250
1114     63
1295    149
679     153
       ... 
1052      4
1016    255
1696    255
1337    121
282     146
1702    108
464      86
963     118
1596    221
1287    158
1599    205
1265    124
1534     76
118     255
276     155
472      85
768      95
632      37
1257     61
480      67
570     178
312     255
1491    121
1670    222
413     107
1273    139
600     255
869     133
1453     93
1449     41
Name: 1147, dtype: int64 0.000000
2369) 504      26
815      91
296     255
348      34
261      52
811     255
192     255
11      152
658      76
1591    252
285      90
788     255
661      50
860       6
1499     82
831     136
48      176
854     255
1240    159
577     255
1517     64
1565    255
1519    255
1395    255
165     182
1024    215
1420    250
1114     89
1295    141
679     255
       ... 
1052      5
1016    255
1696    255
1337     47
282     242
1702    108
464      75
963     221
1596    181
1287    221
1599    238
1265    116
1534     49
118     255
276     163
472      80
768     246
632      22
1257    177
480     100
570     255
312     255
1491     65
1670    242
413      93
1273    206
600     255
869     255
1453    145
1449     44
Name: 1149, dtype: int64 0.000000
2370) 504      59
815     255
296     255
348      40
261     255
811     255
192     255
11       75
658     239
1591    255
285      40
788     255
661     255
860     102
1499    212
831     142
48      230
854     255
1240    222
577     255
1517    160
1565    255
1519    255
1395    255
165     255
1024    178
1420    132
1114    232
1295    255
679     255
       ... 
1052     80
1016    255
1696    125
1337     49
282     255
1702    108
464     255
963     169
1596    191
1287    162
1599     95
1265    114
1534    207
118     255
276     167
472     182
768     255
632      59
1257    255
480     255
570     255
312     255
1491    129
1670    135
413     255
1273    184
600     255
869     255
1453    229
1449     85
Name: 1150, dtype: int64 0.000000
2371) 504      52
815     255
296     240
348      55
261     255
811     255
192     255
11       31
658     153
1591    255
285      54
788     255
661     255
860      94
1499    211
831     110
48      215
854     255
1240    250
577     211
1517    124
1565    255
1519    255
1395    255
165     255
1024    178
1420    140
1114     94
1295     82
679     255
       ... 
1052     91
1016    255
1696     79
1337     92
282     255
1702    108
464     255
963     161
1596    177
1287    135
1599     39
1265    117
1534    216
118     255
276     100
472     189
768     214
632      65
1257    229
480      66
570     255
312     255
1491    122
1670    127
413     255
1273     53
600     255
869     255
1453    222
1449     85
Name: 1151, dtype: int64 0.000000
2372) 504      88
815      65
296      80
348      75
261     142
811     255
192     255
11       33
658     147
1591    255
285      53
788     255
661      39
860      83
1499     93
831     133
48       97
854      43
1240    251
577      66
1517    161
1565    255
1519    255
1395    244
165     239
1024     89
1420    157
1114    158
1295    255
679     255
       ... 
1052    105
1016    255
1696     63
1337    112
282     255
1702    108
464     207
963     161
1596    159
1287    220
1599     99
1265    130
1534    183
118     255
276      99
472     198
768      85
632      92
1257     44
480     103
570     242
312     255
1491    115
1670    114
413     110
1273     61
600     137
869      32
1453    206
1449     84
Name: 1153, dtype: int64 0.000000
2373) 504     212
815      35
296      78
348     167
261     162
811      44
192      21
11      187
658     143
1591    255
285      94
788     104
661     187
860      33
1499    161
831      78
48       82
854     194
1240    180
577      44
1517    186
1565    129
1519    146
1395     59
165     224
1024    103
1420     21
1114    193
1295    141
679      33
       ... 
1052     27
1016     16
1696    255
1337    206
282      66
1702    233
464     206
963     159
1596    168
1287    148
1599    255
1265     83
1534     27
118     100
276     183
472      98
768     198
632     201
1257     59
480     117
570     119
312       8
1491    124
1670      9
413      60
1273    134
600      40
869     255
1453    127
1449    110
Name: 1866, dtype: int64 0.000000
2374) 504     129
815     100
296     106
348      85
261      11
811      41
192      50
11       69
658     123
1591    255
285      24
788      84
661      67
860      77
1499     58
831     136
48      103
854      90
1240    249
577      72
1517    103
1565    244
1519    120
1395    121
165     239
1024    133
1420    167
1114    187
1295    255
679     181
       ... 
1052    100
1016    255
1696     53
1337    169
282     154
1702    205
464     183
963     169
1596    129
1287    171
1599    175
1265    148
1534     98
118      86
276     166
472     205
768     102
632     141
1257    146
480     127
570     100
312     183
1491     33
1670     99
413     101
1273    151
600      88
869       2
1453    175
1449     95
Name: 1156, dtype: int64 0.000000
2375) 504     135
815      95
296      77
348      65
261       9
811      42
192      40
11       37
658      40
1591    248
285     101
788      95
661      31
860      81
1499     48
831     122
48       79
854      96
1240    247
577      80
1517    100
1565    170
1519     85
1395    141
165     226
1024    140
1420    167
1114     22
1295    255
679     178
       ... 
1052    110
1016    255
1696     65
1337    169
282     150
1702    209
464     181
963     168
1596    103
1287    221
1599     99
1265    158
1534    161
118      93
276     128
472     208
768      99
632     165
1257     70
480     128
570      97
312     183
1491    216
1670     91
413     113
1273    140
600      97
869       4
1453    157
1449     92
Name: 1157, dtype: int64 0.000000
2376) 504     204
815      34
296      72
348     170
261     168
811      83
192      19
11      124
658     137
1591    255
285      92
788     105
661     172
860      39
1499    167
831      94
48       21
854     194
1240    165
577      45
1517    167
1565    122
1519    124
1395     55
165     224
1024    128
1420     23
1114    190
1295    141
679      36
       ... 
1052     28
1016     23
1696    255
1337    206
282      71
1702    229
464     209
963     203
1596    232
1287    142
1599    203
1265     81
1534     45
118      67
276     182
472     108
768     198
632     211
1257     61
480      85
570     129
312      20
1491    107
1670      6
413      58
1273    129
600      35
869     255
1453     96
1449    101
Name: 1865, dtype: int64 0.000000
2377) 504     240
815     115
296     115
348     142
261      86
811      34
192      34
11       26
658      94
1591    250
285      97
788     113
661     134
860      54
1499    250
831     148
48       90
854     156
1240    240
577     182
1517    167
1565    127
1519    161
1395    127
165      42
1024    222
1420    169
1114    238
1295     89
679     184
       ... 
1052    117
1016    164
1696     66
1337    153
282      63
1702    212
464     189
963     122
1596    118
1287     95
1599     78
1265    175
1534    206
118      89
276     150
472     191
768     184
632     229
1257     48
480     237
570     102
312     114
1491    235
1670     95
413     229
1273    121
600      80
869      78
1453    142
1449     87
Name: 1159, dtype: int64 0.000000
2378) 504     238
815      29
296     114
348     133
261     122
811      12
192      49
11       28
658      97
1591    168
285     232
788     151
661      96
860      97
1499    247
831      98
48      113
854     103
1240    222
577      77
1517    104
1565    104
1519    169
1395    127
165      42
1024    222
1420    173
1114    199
1295     98
679      26
       ... 
1052    124
1016     29
1696     74
1337    159
282      19
1702    217
464     171
963     174
1596    210
1287     82
1599    115
1265    177
1534    214
118      90
276     156
472     160
768     168
632      80
1257    152
480     224
570     116
312      80
1491    242
1670     91
413     229
1273    111
600     175
869      54
1453    131
1449    120
Name: 1160, dtype: int64 0.000000
2379) 504     206
815      53
296      63
348     186
261     169
811      47
192      18
11      167
658     147
1591    255
285      80
788     104
661     172
860      42
1499    170
831      97
48       25
854     194
1240    139
577     203
1517     86
1565    118
1519    112
1395     67
165     226
1024    112
1420     25
1114    191
1295    141
679      33
       ... 
1052     18
1016     14
1696    255
1337    206
282      75
1702    225
464     210
963     144
1596    124
1287    159
1599    123
1265     66
1534     76
118      92
276     183
472     121
768     203
632     195
1257     59
480      77
570     130
312      23
1491    121
1670      4
413      62
1273    127
600      39
869     255
1453    103
1449    107
Name: 1864, dtype: int64 0.000000
2380) 504     242
815      65
296       9
348     150
261      33
811      18
192     192
11       31
658      36
1591     64
285     148
788     175
661     135
860      68
1499    130
831      16
48      146
854     158
1240     55
577     164
1517    179
1565    123
1519    171
1395    127
165      37
1024    222
1420     57
1114     93
1295     39
679     214
       ... 
1052    122
1016     33
1696     92
1337    165
282     198
1702    218
464     205
963     132
1596    182
1287     35
1599     59
1265    154
1534    223
118      20
276     156
472      38
768     169
632      21
1257    255
480     217
570     210
312      36
1491    234
1670     94
413     232
1273    123
600     197
869      15
1453     94
1449     86
Name: 1162, dtype: int64 0.000000
2381) 504     244
815     214
296      11
348      24
261      48
811      22
192     193
11       25
658      38
1591     64
285     217
788     216
661     222
860      35
1499     85
831       8
48      126
854     118
1240     54
577      38
1517    234
1565    124
1519    189
1395    122
165      31
1024    209
1420     23
1114     74
1295     35
679     212
       ... 
1052    112
1016     26
1696     86
1337    170
282     207
1702    199
464     152
963     199
1596     29
1287     25
1599     50
1265    155
1534    201
118      19
276      12
472      64
768     125
632     237
1257    255
480     230
570     210
312      62
1491    221
1670     93
413     228
1273    115
600     145
869      29
1453     88
1449     96
Name: 1163, dtype: int64 0.000000
2382) 504     214
815     152
296       8
348      60
261      47
811      40
192     194
11       32
658      70
1591     62
285     168
788     224
661     144
860      49
1499     95
831      61
48      140
854      91
1240     42
577     170
1517    215
1565    121
1519    164
1395    114
165     158
1024    194
1420     42
1114     72
1295     14
679     166
       ... 
1052    107
1016     19
1696     56
1337    170
282     189
1702    197
464      27
963     188
1596     47
1287     24
1599     76
1265    147
1534    149
118      17
276     120
472      75
768     117
632     248
1257    255
480     243
570     213
312      62
1491    241
1670     93
413     144
1273    130
600     123
869      36
1453     72
1449     78
Name: 1164, dtype: int64 0.000000
2383) 504     222
815     150
296      45
348     155
261      57
811     197
192     193
11       74
658     106
1591     52
285     186
788     227
661     227
860     246
1499     82
831     130
48      146
854     200
1240     33
577     151
1517    219
1565     67
1519      8
1395    116
165      41
1024     36
1420     80
1114    231
1295     16
679      43
       ... 
1052     73
1016    107
1696     78
1337    170
282     192
1702    216
464      45
963     199
1596    106
1287    146
1599     65
1265    142
1534    106
118      94
276     145
472     210
768     120
632     247
1257    255
480      57
570     155
312     188
1491    248
1670    114
413     153
1273    122
600     138
869     116
1453     83
1449    176
Name: 1168, dtype: int64 0.000000
2384) 504     200
815      48
296      67
348     175
261     171
811      44
192      15
11      118
658     134
1591    255
285      76
788     103
661     171
860      85
1499     78
831     102
48      169
854     177
1240     20
577      57
1517    157
1565    110
1519     95
1395     67
165     218
1024     45
1420     47
1114    187
1295    141
679      24
       ... 
1052     17
1016     22
1696    255
1337    206
282      90
1702    222
464     210
963      42
1596    153
1287     81
1599     92
1265     84
1534     25
118      80
276     181
472     147
768     200
632     227
1257    253
480      69
570     111
312      27
1491     65
1670      6
413      54
1273     85
600      51
869     255
1453     94
1449    162
Name: 1862, dtype: int64 0.000000
2385) 504      39
815     138
296     145
348     240
261      19
811     164
192      59
11       94
658      57
1591    138
285      43
788      93
661      92
860     227
1499     84
831     181
48      255
854     145
1240     71
577     109
1517     57
1565     40
1519    255
1395     22
165     217
1024    114
1420    243
1114    109
1295     91
679     151
       ... 
1052      3
1016    255
1696    255
1337    201
282     133
1702    108
464     131
963      44
1596    162
1287    161
1599     84
1265    137
1534    161
118     118
276     203
472      57
768     103
632      97
1257     17
480     138
570     112
312     162
1491    219
1670    161
413     115
1273    111
600      82
869       3
1453     79
1449     12
Name: 1142, dtype: int64 0.000000
2386) 504     252
815     136
296     153
348     241
261      22
811     163
192      66
11       66
658     123
1591     93
285     103
788     102
661     136
860     216
1499    168
831     187
48      219
854     212
1240     68
577     119
1517     48
1565     37
1519    255
1395     48
165     131
1024    220
1420    245
1114     42
1295    103
679     156
       ... 
1052     48
1016    254
1696    255
1337    121
282     157
1702    107
464     127
963      19
1596     68
1287     43
1599    111
1265    137
1534    218
118      14
276     204
472      73
768     123
632     114
1257     96
480     127
570     121
312     166
1491    174
1670    154
413     139
1273    117
600      93
869      10
1453    129
1449      5
Name: 1140, dtype: int64 0.000000
2387) 504     211
815     147
296      11
348      20
261      23
811      21
192     173
11       29
658      69
1591     77
285     144
788     212
661     163
860      42
1499     63
831       7
48      113
854     111
1240     73
577     141
1517    240
1565    110
1519     36
1395    129
165      40
1024    216
1420     31
1114    241
1295     16
679     181
       ... 
1052    114
1016     14
1696     69
1337    201
282     127
1702    222
464      49
963     208
1596     65
1287     36
1599     68
1265    151
1534    198
118      26
276       6
472      66
768     133
632     249
1257    255
480     240
570     214
312      49
1491    229
1670     89
413     194
1273    136
600     131
869      35
1453     99
1449     78
Name: 1113, dtype: int64 0.000000
2388) 504     180
815       6
296       8
348     144
261     179
811      47
192      25
11      106
658      11
1591     42
285      96
788      31
661      38
860     235
1499    187
831     120
48      162
854     140
1240    229
577      16
1517    218
1565     39
1519     99
1395     41
165       7
1024     71
1420     51
1114    145
1295     72
679      13
       ... 
1052    138
1016     55
1696    151
1337    206
282       7
1702    227
464       4
963      41
1596     97
1287     64
1599     30
1265    234
1534    186
118      33
276       4
472       2
768     181
632     190
1257     94
480      29
570      18
312      48
1491    178
1670     31
413      70
1273     88
600      13
869     255
1453    155
1449     98
Name: 1875, dtype: int64 0.000000
2389) 504     197
815     148
296       8
348      22
261      39
811     144
192     176
11       87
658      84
1591     72
285     152
788     223
661     164
860      38
1499     69
831      75
48      152
854      53
1240     47
577     136
1517    244
1565    114
1519     21
1395    125
165     203
1024    186
1420     60
1114    156
1295     12
679     176
       ... 
1052    116
1016     21
1696     65
1337    201
282      94
1702    230
464       7
963     178
1596     65
1287     25
1599     68
1265    145
1534    171
118      29
276      17
472     188
768     129
632     245
1257    255
480     222
570     216
312      40
1491    240
1670     92
413     138
1273    142
600     129
869      40
1453     99
1449     66
Name: 1114, dtype: int64 0.000000
2390) 504     189
815     110
296      10
348     143
261      17
811     192
192     166
11       71
658      76
1591     75
285     169
788     209
661     156
860     239
1499     26
831     229
48      152
854     187
1240     38
577     149
1517    239
1565     47
1519      7
1395    122
165     153
1024     17
1420     88
1114     80
1295     25
679      48
       ... 
1052     90
1016     25
1696     35
1337    201
282      88
1702    220
464     203
963     177
1596     50
1287     97
1599     36
1265    147
1534    131
118      97
276     146
472     215
768     150
632     214
1257    255
480     168
570     142
312     185
1491    240
1670    124
413     159
1273     40
600     120
869      17
1453    109
1449    189
Name: 1117, dtype: int64 0.000000
2391) 504     219
815      33
296      66
348      26
261     143
811      55
192      57
11      106
658     105
1591     63
285      35
788      79
661     167
860     178
1499    138
831     113
48      173
854     167
1240    236
577      44
1517    230
1565     30
1519    102
1395     31
165     204
1024    131
1420    179
1114    132
1295    110
679      61
       ... 
1052    223
1016     60
1696     32
1337    206
282      79
1702    245
464      10
963      54
1596    130
1287     78
1599    255
1265     55
1534    224
118       5
276      28
472       5
768     186
632     208
1257    255
480      61
570      43
312      15
1491     38
1670     57
413      74
1273     51
600      33
869      10
1453    155
1449     20
Name: 1884, dtype: int64 0.000000
2392) 504     189
815     214
296     135
348     158
261      52
811     190
192     162
11       73
658      17
1591     73
285     190
788     138
661      10
860     247
1499     36
831     191
48       75
854      12
1240     31
577     151
1517    180
1565     90
1519     17
1395    127
165     108
1024     51
1420    111
1114    250
1295     11
679      52
       ... 
1052     81
1016    253
1696     60
1337    201
282     109
1702    197
464     179
963     122
1596     59
1287     17
1599     54
1265    196
1534    127
118     106
276     165
472     223
768     165
632     208
1257    190
480      61
570     150
312     184
1491    236
1670    114
413     189
1273     93
600     136
869     122
1453    123
1449    188
Name: 1120, dtype: int64 0.000000
2393) 504     191
815     229
296     146
348     164
261     116
811     155
192     162
11       89
658      15
1591     60
285     208
788     137
661       7
860     223
1499     36
831     183
48      156
854      10
1240     46
577     159
1517    189
1565     41
1519     21
1395     64
165      85
1024     23
1420    107
1114    255
1295     23
679      80
       ... 
1052     58
1016    255
1696    131
1337    201
282      98
1702    238
464     174
963     185
1596     33
1287     59
1599     39
1265    231
1534    130
118     106
276     156
472     215
768     157
632     187
1257    167
480      58
570     151
312     184
1491    233
1670    104
413     154
1273    135
600     142
869     132
1453    133
1449    182
Name: 1121, dtype: int64 0.000000
2394) 504     215
815      51
296      49
348       4
261     166
811      15
192      48
11       73
658      96
1591     59
285      59
788      82
661     159
860     239
1499    182
831     108
48      166
854     179
1240     96
577     199
1517    218
1565     15
1519    238
1395     32
165     166
1024     40
1420     38
1114    117
1295     97
679      54
       ... 
1052    227
1016     98
1696     27
1337    206
282      68
1702    241
464       4
963      24
1596    146
1287     62
1599    255
1265     58
1534    237
118       3
276      14
472       4
768     187
632     193
1257    139
480      88
570      25
312      43
1491     57
1670     46
413      10
1273    114
600      32
869      98
1453    162
1449     51
Name: 1882, dtype: int64 0.000000
2395) 504     168
815     227
296     151
348     171
261     142
811     149
192     159
11      108
658      48
1591     68
285     207
788     137
661     219
860     101
1499     32
831     170
48      158
854       2
1240    135
577     140
1517    176
1565     89
1519     20
1395     42
165      44
1024     97
1420    108
1114    135
1295     58
679     172
       ... 
1052    101
1016    255
1696    193
1337    201
282     115
1702    224
464     160
963     188
1596    226
1287     82
1599     66
1265    213
1534     75
118     150
276     140
472     221
768     158
632     223
1257     56
480      45
570     174
312     184
1491    227
1670     64
413     155
1273      6
600     127
869     225
1453    157
1449    182
Name: 1123, dtype: int64 0.000000
2396) 504     145
815     227
296     153
348     160
261     141
811     187
192     157
11       38
658      63
1591     79
285     174
788     135
661     225
860      93
1499     28
831     183
48      163
854      12
1240    100
577     183
1517    183
1565    122
1519     24
1395     39
165      98
1024     93
1420    111
1114    154
1295     33
679      53
       ... 
1052    236
1016    255
1696    255
1337    201
282     120
1702    227
464     171
963     182
1596    172
1287    169
1599    103
1265    193
1534     39
118     160
276     125
472     217
768     135
632       8
1257     46
480      23
570     143
312     183
1491    233
1670     24
413     181
1273      6
600     136
869     239
1453    167
1449    175
Name: 1124, dtype: int64 0.000000
2397) 504     144
815     224
296     160
348     162
261     134
811     182
192     161
11      123
658      57
1591     59
285     153
788     132
661     226
860     170
1499     32
831     178
48      150
854     146
1240    127
577     156
1517    177
1565    120
1519     36
1395     39
165      50
1024     95
1420    122
1114    247
1295    112
679      68
       ... 
1052    237
1016    255
1696    255
1337    201
282     124
1702    247
464     176
963     170
1596    153
1287    162
1599     87
1265    236
1534     45
118     158
276     127
472     220
768     149
632       6
1257     85
480      36
570     172
312     183
1491    229
1670     24
413     160
1273      8
600     126
869     240
1453    166
1449    177
Name: 1125, dtype: int64 0.000000
2398) 504     155
815     226
296     149
348     147
261      35
811     189
192     157
11      127
658      64
1591     71
285     178
788     137
661     227
860     168
1499     35
831     218
48       62
854     214
1240    184
577     164
1517    200
1565    122
1519     41
1395     39
165      26
1024     96
1420     90
1114    244
1295     59
679      65
       ... 
1052    231
1016    255
1696    255
1337    198
282     129
1702    201
464     177
963     174
1596    103
1287     75
1599     43
1265    248
1534     34
118     154
276     128
472     222
768     133
632       6
1257    164
480      49
570     146
312     182
1491    225
1670     33
413     178
1273      5
600     125
869     235
1453    159
1449    180
Name: 1126, dtype: int64 0.000000
2399) 504     125
815     225
296     155
348     163
261     103
811     182
192     149
11      116
658      72
1591     84
285     172
788     134
661     220
860     102
1499     30
831     179
48       94
854     215
1240    120
577     157
1517    194
1565    117
1519     39
1395     40
165      59
1024     87
1420    100
1114    233
1295    102
679      73
       ... 
1052    126
1016    253
1696    255
1337    124
282     130
1702    181
464     168
963     169
1596     10
1287     39
1599     31
1265    204
1534     36
118     151
276     137
472     226
768     127
632      23
1257    106
480      54
570     154
312     181
1491    226
1670    132
413     141
1273      4
600     131
869     238
1453    206
1449    178
Name: 1127, dtype: int64 0.000000
2400) 504     211
815      14
296      39
348      27
261     169
811       8
192      45
11       73
658      82
1591     50
285      39
788      83
661      85
860     241
1499    168
831     107
48       32
854     167
1240    178
577     127
1517    234
1565     16
1519    244
1395     33
165     152
1024     84
1420     36
1114    138
1295     86
679     108
       ... 
1052    225
1016     41
1696     23
1337    206
282      59
1702    239
464      10
963       9
1596    187
1287     81
1599    255
1265     60
1534    221
118       2
276     203
472       6
768     188
632     206
1257     26
480      39
570      61
312      56
1491     88
1670     47
413      20
1273     71
600      29
869     250
1453    171
1449     61
Name: 1881, dtype: int64 0.000000
2401) 504     204
815      23
296      30
348     153
261     165
811       8
192      38
11       61
658      56
1591     55
285      49
788      84
661      49
860     243
1499    187
831      48
48       69
854     187
1240    211
577       2
1517    239
1565     13
1519    237
1395     31
165     153
1024     77
1420     44
1114    144
1295     86
679      22
       ... 
1052    222
1016     42
1696     15
1337    206
282      52
1702    224
464       3
963      14
1596    206
1287     75
1599    255
1265     62
1534    127
118       3
276     199
472       6
768     188
632     210
1257    129
480      55
570     100
312      90
1491     92
1670     53
413     152
1273     89
600       8
869     254
1453    191
1449     85
Name: 1880, dtype: int64 0.000000
2402) 504     249
815     217
296     141
348     175
261     136
811     113
192     135
11       42
658     112
1591     70
285     170
788     124
661     152
860     138
1499     44
831     188
48      103
854     147
1240     49
577     151
1517     99
1565     67
1519     17
1395     86
165      83
1024     99
1420     93
1114     55
1295     99
679      79
       ... 
1052    160
1016    253
1696    254
1337    132
282     152
1702    166
464     139
963     161
1596    125
1287    159
1599    112
1265    153
1534     32
118      58
276     186
472     220
768     133
632     221
1257    255
480      68
570     152
312     179
1491    222
1670    163
413     185
1273    124
600     126
869     212
1453    214
1449    165
Name: 1130, dtype: int64 0.000000
2403) 504     193
815      44
296      19
348     125
261     175
811       8
192      37
11       88
658      72
1591     57
285      53
788      90
661     101
860     238
1499    177
831      94
48      116
854     191
1240    227
577       2
1517    241
1565     16
1519    122
1395     35
165      87
1024     97
1420     29
1114    149
1295     86
679      15
       ... 
1052    224
1016     52
1696      7
1337    206
282      42
1702    221
464       4
963      22
1596    116
1287     11
1599    222
1265     63
1534     42
118       2
276      20
472       5
768     174
632     200
1257    157
480      45
570      26
312     100
1491    114
1670     44
413     136
1273    102
600       8
869     253
1453    183
1449     83
Name: 1879, dtype: int64 0.000000
2404) 504     141
815      41
296       3
348      57
261     168
811       6
192      34
11      107
658      69
1591     57
285      45
788      93
661     201
860     241
1499    183
831     116
48      150
854     188
1240    214
577       1
1517    241
1565     20
1519    106
1395     38
165      13
1024     90
1420     31
1114    148
1295     80
679      70
       ... 
1052    231
1016     49
1696    121
1337    206
282      31
1702    231
464       7
963      34
1596    200
1287     10
1599    204
1265     64
1534    131
118       3
276     114
472       3
768     182
632     196
1257    146
480      46
570      36
312      24
1491    174
1670     43
413     195
1273    103
600      10
869     255
1453    184
1449     71
Name: 1878, dtype: int64 0.000000
2405) 504     244
815     206
296     131
348     242
261      73
811     178
192     160
11       45
658     189
1591     13
285     135
788     128
661     131
860     134
1499     84
831     197
48      226
854     208
1240    225
577     129
1517     43
1565     62
1519     21
1395     64
165      99
1024    213
1420    222
1114    229
1295     99
679     124
       ... 
1052     43
1016    253
1696    128
1337    171
282     173
1702    166
464     153
963     206
1596      8
1287     30
1599     62
1265    137
1534    188
118      62
276     196
472     199
768     130
632     201
1257    255
480      76
570     132
312     173
1491    159
1670    150
413     174
1273    122
600     100
869      14
1453    216
1449     93
Name: 1135, dtype: int64 0.000000
2406) 504     243
815     199
296     135
348     245
261      49
811     168
192     135
11       55
658     209
1591     15
285     135
788     125
661     164
860     140
1499     93
831     197
48      202
854     215
1240    146
577     169
1517     41
1565     30
1519     27
1395     62
165     100
1024    222
1420    229
1114    229
1295     71
679     129
       ... 
1052     37
1016    253
1696     50
1337    200
282     190
1702    118
464     146
963     163
1596     19
1287     31
1599     97
1265    136
1534    205
118      78
276     197
472     132
768     135
632     201
1257    255
480     162
570     154
312     173
1491    215
1670    149
413     186
1273    109
600     104
869      13
1453    216
1449     87
Name: 1136, dtype: int64 0.000000
2407) 504     242
815     189
296     139
348     247
261      30
811     158
192     139
11       94
658     216
1591     12
285     161
788     129
661     145
860     158
1499     95
831     187
48      109
854     214
1240     80
577     112
1517     43
1565     36
1519     36
1395     57
165      95
1024    222
1420    239
1114    208
1295    102
679     139
       ... 
1052     63
1016    253
1696      7
1337    198
282     175
1702    104
464     157
963     183
1596    144
1287     50
1599     69
1265    136
1534    210
118      85
276     197
472      83
768     135
632     157
1257    255
480     151
570     130
312     172
1491    171
1670    144
413     151
1273     98
600      93
869      13
1453    213
1449     69
Name: 1137, dtype: int64 0.000000
2408) 504     165
815      72
296      54
348     194
261     147
811      46
192      10
11      188
658     141
1591    255
285      67
788      45
661     194
860     211
1499    146
831     113
48      103
854     194
1240    189
577      45
1517    209
1565    101
1519    255
1395     98
165     211
1024    132
1420     23
1114    201
1295    132
679       9
       ... 
1052     35
1016      9
1696    255
1337    154
282      30
1702    195
464     125
963     155
1596    206
1287    139
1599    243
1265     82
1534     57
118     100
276     138
472      22
768     117
632     206
1257    130
480      74
570      88
312       8
1491    107
1670     46
413      45
1273    143
600      53
869     255
1453     99
1449    102
Name: 1918, dtype: int64 0.000000
2409) 504     236
815      27
296      52
348     139
261      64
811      11
192     132
11       28
658      57
1591    239
285     251
788     197
661     107
860      94
1499    225
831      20
48       68
854      43
1240    221
577     149
1517    173
1565    134
1519     61
1395    129
165      46
1024    222
1420    180
1114     54
1295     48
679      98
       ... 
1052     92
1016     11
1696     56
1337    128
282       4
1702    155
464     175
963     133
1596    101
1287    102
1599    190
1265    185
1534    203
118     103
276      87
472     172
768     175
632      88
1257    175
480     231
570      78
312      71
1491    213
1670     97
413     200
1273    136
600     196
869     236
1453    147
1449     75
Name: 1060, dtype: int64 0.000000
2410) 504       8
815     255
296     241
348      47
261     255
811     255
192     255
11       25
658     197
1591    255
285      92
788     255
661     255
860      59
1499    219
831      52
48        4
854     255
1240    250
577     212
1517     94
1565    255
1519    255
1395    255
165     255
1024    184
1420    151
1114    114
1295    255
679     255
       ... 
1052    100
1016    255
1696    230
1337     96
282     255
1702    108
464     255
963      91
1596    170
1287    213
1599    252
1265    114
1534    189
118     255
276     108
472     197
768     224
632      60
1257    255
480      95
570     255
312     255
1491    170
1670    127
413     255
1273    139
600     255
869     168
1453    228
1449    190
Name: 951, dtype: int64 0.000000
2411) 504     153
815     144
296      54
348     181
261     147
811      17
192      39
11      151
658     173
1591    255
285      99
788      63
661     186
860      43
1499    151
831      79
48       80
854     194
1240    197
577      34
1517    152
1565    101
1519    255
1395    152
165     226
1024    177
1420     13
1114    175
1295    125
679      14
       ... 
1052     26
1016     37
1696    255
1337    114
282      49
1702    237
464      63
963     215
1596    196
1287    162
1599    169
1265     73
1534     12
118      74
276     233
472      41
768      60
632     206
1257     66
480      85
570      34
312       6
1491     88
1670     32
413      50
1273     66
600      28
869     255
1453     94
1449    110
Name: 1966, dtype: int64 0.000000
2412) 504     143
815     110
296      57
348     182
261     159
811      18
192      47
11      205
658     181
1591    255
285      96
788      65
661     188
860      46
1499    160
831      85
48      204
854     194
1240    194
577      37
1517    147
1565     99
1519    255
1395    134
165     218
1024     36
1420     37
1114    157
1295    125
679      20
       ... 
1052     22
1016     39
1696    255
1337    121
282      39
1702    227
464     200
963      87
1596     45
1287    142
1599    164
1265     55
1534     79
118      84
276     238
472      34
768      66
632     226
1257     61
480     121
570      74
312      22
1491     93
1670     22
413      50
1273    128
600      26
869     255
1453     93
1449     98
Name: 1964, dtype: int64 0.000000
2413) 504     176
815     168
296     146
348     227
261     176
811     165
192     176
11       95
658      56
1591     76
285     168
788      90
661     148
860     148
1499     40
831     168
48      208
854     167
1240    230
577     139
1517     62
1565     33
1519     26
1395     89
165     178
1024    105
1420     98
1114     42
1295    111
679     182
       ... 
1052     44
1016    184
1696     41
1337     99
282      89
1702    221
464     121
963     169
1596     43
1287     73
1599    145
1265    169
1534    190
118     118
276     108
472     199
768     183
632     158
1257    255
480     159
570     157
312     163
1491    177
1670     74
413     189
1273     91
600     106
869     146
1453    234
1449     70
Name: 983, dtype: int64 0.000000
2414) 504     238
815     183
296     142
348     227
261     133
811     195
192     174
11       81
658      60
1591    176
285     144
788      80
661     148
860     136
1499     55
831     177
48      111
854     171
1240    217
577     143
1517     59
1565     31
1519     27
1395     85
165     191
1024    167
1420    100
1114    219
1295    111
679     180
       ... 
1052     50
1016    204
1696     38
1337     72
282      87
1702    253
464     147
963     173
1596    118
1287     77
1599    142
1265    164
1534    169
118     133
276      96
472     206
768     181
632     157
1257    255
480     158
570     142
312     159
1491    112
1670     56
413     174
1273    122
600     105
869     136
1453    237
1449     85
Name: 984, dtype: int64 0.000000
2415) 504     139
815     104
296      42
348     194
261     165
811      19
192      53
11      187
658     163
1591    255
285     102
788      67
661     184
860      65
1499    162
831      85
48       60
854     186
1240    198
577      38
1517    152
1565    103
1519    255
1395    129
165     218
1024    100
1420     78
1114    181
1295    125
679      23
       ... 
1052    120
1016     53
1696    255
1337    104
282      40
1702    230
464     216
963      30
1596     58
1287    155
1599    157
1265     73
1534     19
118      95
276     240
472      32
768      64
632     206
1257     60
480     117
570     102
312      22
1491     68
1670     18
413      47
1273    144
600      20
869     255
1453     72
1449    115
Name: 1963, dtype: int64 0.000000
2416) 504     251
815     176
296     149
348     234
261      88
811     197
192     134
11       54
658      52
1591     74
285     136
788      92
661     146
860      75
1499     54
831     190
48       80
854     190
1240    170
577     141
1517     40
1565     48
1519     32
1395     79
165     205
1024    222
1420    237
1114    230
1295     93
679     181
       ... 
1052     51
1016    170
1696     26
1337    201
282     106
1702    225
464     124
963     158
1596    133
1287    144
1599     73
1265    165
1534    174
118     126
276      82
472     189
768     191
632     157
1257    255
480     160
570     146
312     158
1491     88
1670    125
413     159
1273    129
600     104
869     255
1453    236
1449     59
Name: 986, dtype: int64 0.000000
2417) 504     251
815     168
296     149
348     238
261      44
811     172
192     132
11       40
658      59
1591      6
285     129
788      97
661     143
860     120
1499     68
831     193
48       74
854     205
1240    129
577     143
1517     38
1565     41
1519    124
1395     72
165     158
1024    222
1420    231
1114    213
1295     73
679     179
       ... 
1052    121
1016    181
1696     25
1337    202
282     105
1702    223
464      93
963     149
1596    126
1287     50
1599    120
1265    156
1534    181
118     149
276      69
472     171
768     186
632     146
1257    255
480     166
570     154
312     156
1491    114
1670    144
413     158
1273    138
600     101
869     148
1453    228
1449     28
Name: 987, dtype: int64 0.000000
2418) 504     243
815     171
296     153
348     240
261      55
811     163
192     128
11      104
658      55
1591     12
285     101
788      93
661     159
860     126
1499     76
831     191
48      195
854     204
1240    121
577     131
1517     39
1565     38
1519    151
1395     67
165     195
1024    222
1420    229
1114     70
1295    103
679     181
       ... 
1052    159
1016    255
1696     88
1337     60
282     103
1702    224
464      98
963     208
1596     56
1287    148
1599    135
1265    149
1534    185
118      95
276      64
472     173
768     188
632     146
1257    194
480     155
570     130
312     157
1491    100
1670     89
413     124
1273    120
600      95
869     123
1453    215
1449     10
Name: 988, dtype: int64 0.000000
2419) 504     143
815     150
296     148
348     240
261      67
811     192
192      86
11       77
658      64
1591     18
285      60
788      99
661     155
860     129
1499     93
831     195
48      219
854     200
1240     63
577     141
1517     42
1565     19
1519    255
1395     61
165     204
1024    222
1420    239
1114    226
1295     94
679     180
       ... 
1052    174
1016    168
1696     58
1337    130
282     113
1702    177
464     102
963     153
1596    151
1287    185
1599     61
1265    139
1534    152
118      77
276      58
472     168
768     186
632     112
1257    188
480     155
570     128
312     152
1491    106
1670    100
413     152
1273     73
600      93
869      33
1453    196
1449      7
Name: 989, dtype: int64 0.000000
2420) 504     135
815     147
296      54
348     179
261     168
811      20
192      62
11      190
658     151
1591    255
285      91
788      72
661     188
860     220
1499    168
831     112
48       86
854     177
1240     16
577      37
1517    216
1565     85
1519    255
1395    125
165     218
1024     95
1420     39
1114    203
1295    125
679      17
       ... 
1052    134
1016     35
1696    255
1337    104
282      74
1702    212
464     219
963      39
1596    128
1287    152
1599    164
1265     77
1534    118
118      79
276     237
472      30
768      63
632     200
1257     85
480     113
570     107
312      29
1491     77
1670     15
413      32
1273    143
600      25
869     150
1453     84
1449    185
Name: 1961, dtype: int64 0.000000
2421) 504      47
815     131
296     168
348     242
261      38
811     195
192     174
11       75
658      78
1591     86
285      22
788      79
661     144
860     208
1499     89
831     193
48      254
854     104
1240     44
577     114
1517     22
1565     66
1519    255
1395     24
165     197
1024    126
1420    243
1114     56
1295    146
679     170
       ... 
1052      7
1016    215
1696    251
1337    203
282     118
1702     52
464      77
963      13
1596    207
1287     67
1599     76
1265    118
1534     44
118     116
276      55
472     185
768     181
632      80
1257    237
480     137
570     106
312     141
1491    164
1670    152
413     111
1273     75
600      82
869      14
1453    160
1449      6
Name: 992, dtype: int64 0.000000
2422) 504      12
815     104
296     168
348     108
261     122
811     192
192     201
11       25
658      85
1591     74
285      22
788      60
661     169
860     207
1499     67
831     187
48      213
854      69
1240    138
577      96
1517     46
1565     20
1519    255
1395     72
165     221
1024    144
1420    245
1114    150
1295     78
679     172
       ... 
1052     17
1016    212
1696    254
1337    203
282     111
1702     35
464     117
963     115
1596    143
1287     28
1599     76
1265    123
1534     14
118     165
276      67
472     171
768     169
632      59
1257     90
480     129
570      96
312     187
1491    190
1670    159
413     124
1273     92
600      82
869      28
1453    109
1449     19
Name: 994, dtype: int64 0.000000
2423) 504      10
815     109
296     104
348      74
261     146
811     234
192     255
11       26
658      86
1591     76
285      53
788      53
661     169
860     207
1499     39
831     179
48       53
854     112
1240    209
577      90
1517     19
1565    162
1519    255
1395     49
165     211
1024     48
1420    240
1114     37
1295    222
679     170
       ... 
1052      4
1016    206
1696    254
1337    201
282     114
1702    108
464     118
963     168
1596     85
1287     88
1599     75
1265    132
1534     16
118     255
276      76
472     143
768     162
632      52
1257     47
480     134
570      93
312     255
1491    189
1670    173
413     106
1273     84
600      76
869     213
1453     76
1449     23
Name: 995, dtype: int64 0.000000
2424) 504      19
815      21
296     177
348      59
261     155
811     255
192     255
11       46
658      91
1591     74
285      62
788     115
661     139
860     216
1499     93
831     186
48      115
854     255
1240    210
577      99
1517     17
1565    238
1519    255
1395    253
165     212
1024     84
1420    247
1114     36
1295    255
679     168
       ... 
1052      9
1016    225
1696    253
1337    163
282     118
1702    108
464     131
963     152
1596    177
1287    203
1599     91
1265    136
1534     22
118     255
276      80
472     141
768     161
632      41
1257      5
480     150
570      89
312     255
1491    104
1670    146
413      96
1273     69
600      81
869     231
1453     45
1449     35
Name: 996, dtype: int64 0.000000
2425) 504      17
815      16
296     180
348      45
261     139
811     255
192     255
11       46
658      95
1591     63
285      81
788     255
661     136
860       8
1499     91
831     181
48      125
854     255
1240    213
577      87
1517     21
1565    255
1519    255
1395    255
165     216
1024    127
1420    247
1114     38
1295    255
679     171
       ... 
1052     48
1016    255
1696    254
1337    122
282     125
1702    108
464     115
963     191
1596    224
1287    203
1599    126
1265    145
1534     25
118     255
276     109
472     139
768     159
632      33
1257     30
480      68
570     181
312     255
1491     50
1670    143
413     106
1273    160
600     255
869     234
1453     82
1449     39
Name: 997, dtype: int64 0.000000
2426) 504      12
815      13
296     247
348      40
261     112
811     255
192     255
11       44
658     106
1591     89
285      70
788     255
661     124
860       0
1499     61
831     176
48      105
854     255
1240    189
577     191
1517     13
1565    255
1519    255
1395    255
165     204
1024    169
1420    244
1114    100
1295    255
679     244
       ... 
1052    112
1016    255
1696    255
1337    108
282     151
1702    108
464      87
963     159
1596    128
1287    229
1599    153
1265    149
1534     28
118     255
276     136
472      99
768     153
632      25
1257    135
480     113
570     255
312     255
1491     51
1670    231
413      92
1273    179
600     255
869     255
1453    116
1449     35
Name: 998, dtype: int64 0.000000
2427) 504     133
815      41
296      34
348     180
261     149
811      19
192      77
11        4
658     177
1591    255
285     116
788      73
661     126
860     201
1499    170
831     109
48       76
854     132
1240     46
577      61
1517    219
1565     17
1519    255
1395    121
165     218
1024     15
1420     52
1114    108
1295    125
679      17
       ... 
1052    139
1016     27
1696    255
1337    113
282     116
1702    111
464     213
963      73
1596     93
1287     90
1599    166
1265     64
1534     19
118      72
276     226
472      25
768      39
632     177
1257    109
480      95
570     154
312     131
1491     73
1670     53
413      42
1273    151
600      47
869      36
1453     36
1449    194
Name: 1958, dtype: int64 0.000000
2428) 504      25
815     255
296     255
348      40
261     255
811     255
192     255
11       34
658     246
1591    255
285      55
788     255
661     255
860      75
1499    220
831     133
48        4
854     255
1240    222
577     255
1517     92
1565    255
1519    255
1395    255
165     255
1024    186
1420    135
1114    132
1295    255
679     255
       ... 
1052     59
1016    255
1696    239
1337     49
282     255
1702    108
464     255
963     113
1596    202
1287    236
1599    204
1265    124
1534    129
118     255
276     192
472     195
768     255
632      48
1257    255
480     255
570     255
312     255
1491    164
1670    158
413     255
1273    196
600     255
869     255
1453    233
1449    134
Name: 1000, dtype: int64 0.000000
2429) 504     137
815      35
296      39
348     175
261     130
811      21
192      80
11        3
658     171
1591    255
285     131
788      72
661      78
860      58
1499    165
831     107
48       90
854     106
1240     32
577      80
1517    220
1565     57
1519    255
1395    154
165     217
1024     35
1420     43
1114     97
1295    125
679      22
       ... 
1052    134
1016     87
1696    255
1337    124
282     128
1702    108
464     210
963      82
1596    143
1287    198
1599    166
1265     79
1534     63
118      75
276     227
472      27
768      29
632     132
1257    100
480      74
570      61
312     119
1491     44
1670      8
413      50
1273    153
600      22
869      29
1453     39
1449    192
Name: 1957, dtype: int64 0.000000
2430) 504     125
815      26
296      24
348     147
261     155
811      33
192      92
11        0
658     178
1591    255
285     142
788      62
661      52
860       0
1499    171
831     103
48        7
854      85
1240     85
577      45
1517    174
1565    209
1519    255
1395    148
165     228
1024    204
1420     59
1114     73
1295    125
679      19
       ... 
1052    137
1016    151
1696    255
1337    104
282     150
1702    108
464     199
963      68
1596     76
1287    168
1599    251
1265     52
1534     49
118     142
276     226
472      23
768      68
632      98
1257     26
480      67
570      58
312     237
1491     26
1670      9
413      39
1273    209
600      32
869     155
1453      7
1449    178
Name: 1955, dtype: int64 0.000000
2431) 504     137
815     130
296      49
348     182
261     150
811      19
192      43
11      202
658     175
1591    255
285     104
788      58
661     188
860      38
1499    159
831      81
48       67
854     194
1240    184
577      37
1517    168
1565     95
1519    255
1395    147
165     218
1024     86
1420     30
1114    188
1295    125
679      16
       ... 
1052     25
1016     42
1696    255
1337    112
282      45
1702    236
464     141
963     128
1596    231
1287    160
1599    141
1265     73
1534     34
118      83
276     239
472      40
768      57
632     229
1257     66
480     120
570      39
312      12
1491     95
1670     26
413      53
1273    152
600      27
869     255
1453     92
1449    103
Name: 1965, dtype: int64 0.000000
2432) 504     178
815     151
296      55
348     186
261     143
811      18
192      42
11      193
658     191
1591    255
285      93
788      64
661     188
860      61
1499    154
831      82
48       68
854     193
1240    216
577      34
1517    157
1565     97
1519    255
1395    149
165     226
1024    159
1420     18
1114    190
1295    132
679      13
       ... 
1052     33
1016     46
1696    255
1337    107
282      58
1702    236
464      33
963     169
1596    118
1287    168
1599    145
1265     75
1534     31
118      94
276     226
472      47
768      53
632     227
1257     43
480     114
570      39
312       3
1491    128
1670     30
413      46
1273    113
600      28
869     255
1453     98
1449    106
Name: 1967, dtype: int64 0.000000
2433) 504      18
815      79
296     116
348     107
261       9
811      78
192      39
11       70
658     134
1591    255
285      66
788      73
661      49
860      68
1499     30
831     100
48      106
854      84
1240    252
577      67
1517    143
1565    255
1519    215
1395     80
165     241
1024    133
1420    178
1114     40
1295    191
679     108
       ... 
1052    123
1016    255
1696    125
1337    137
282      72
1702    108
464     167
963     211
1596    200
1287    195
1599    255
1265    131
1534    183
118     155
276     121
472     207
768     200
632     106
1257    255
480     115
570      95
312     250
1491    128
1670    153
413     113
1273     52
600      92
869       2
1453    149
1449    123
Name: 1005, dtype: int64 0.000000
2434) 504      28
815     212
296     158
348     165
261      66
811     194
192      69
11       95
658      57
1591     80
285     201
788     114
661     180
860     182
1499     14
831     127
48       67
854     185
1240     47
577     162
1517    210
1565    115
1519     19
1395    115
165     143
1024     96
1420    112
1114    118
1295    121
679     178
       ... 
1052    231
1016    175
1696    164
1337    202
282      92
1702    242
464     143
963     169
1596     84
1287     55
1599     87
1265    249
1534     50
118     172
276     189
472     233
768     175
632       3
1257    254
480      16
570     169
312     170
1491     77
1670    170
413     159
1273     19
600     120
869     187
1453    189
1449    173
Name: 976, dtype: int64 0.000000
2435) 504       6
815     156
296     114
348      60
261     255
811     255
192     255
11       57
658     183
1591    255
285      75
788     255
661     255
860      61
1499    199
831      51
48      207
854     207
1240    255
577      68
1517    109
1565    255
1519    255
1395    255
165     244
1024    166
1420    151
1114     50
1295    255
679     255
       ... 
1052     78
1016    255
1696    170
1337    195
282     255
1702    108
464     255
963      18
1596    137
1287    160
1599    255
1265    115
1534    168
118     255
276      74
472     204
768     131
632      71
1257    255
480      95
570     255
312     255
1491    141
1670    112
413     106
1273     28
600     255
869     125
1453    222
1449    183
Name: 952, dtype: int64 0.000000
2436) 504       9
815      61
296     118
348      70
261     149
811     255
192     255
11      111
658     166
1591    255
285     109
788     255
661      38
860      58
1499    111
831      52
48      218
854      42
1240    247
577      68
1517    107
1565    255
1519    255
1395    243
165     240
1024    103
1420    164
1114     51
1295    181
679     255
       ... 
1052     89
1016    255
1696    123
1337     81
282     255
1702    108
464     189
963     126
1596    136
1287    200
1599    255
1265    114
1534    132
118     255
276      49
472     203
768     131
632      81
1257    255
480     103
570     248
312     255
1491    157
1670     80
413     115
1273     95
600     133
869      59
1453    213
1449    198
Name: 953, dtype: int64 0.000000
2437) 504      10
815      68
296     117
348      82
261       8
811     255
192     255
11      145
658     149
1591    255
285      54
788     119
661      42
860      71
1499     85
831      51
48      168
854      66
1240    252
577      68
1517     70
1565    255
1519    255
1395     73
165     241
1024    154
1420    162
1114    152
1295     10
679     220
       ... 
1052    114
1016    255
1696    173
1337     64
282     233
1702    108
464     163
963     158
1596    110
1287    238
1599    255
1265    117
1534    141
118     255
276      46
472     208
768     135
632      94
1257    255
480     112
570     102
312     255
1491    153
1670     49
413     111
1273     66
600      83
869      14
1453    204
1449    175
Name: 954, dtype: int64 0.000000
2438) 504     158
815     105
296       6
348     162
261     143
811       4
192      71
11      116
658      61
1591     19
285      67
788      92
661     166
860     224
1499    173
831      22
48       57
854     180
1240    142
577      25
1517    239
1565     34
1519    255
1395    150
165     192
1024     82
1420     22
1114    153
1295     74
679      10
       ... 
1052    226
1016     86
1696     38
1337    111
282     118
1702    241
464     136
963      95
1596     55
1287     78
1599    135
1265     50
1534    244
118       8
276     109
472      66
768      51
632     206
1257    130
480     119
570      59
312     155
1491     88
1670     88
413      51
1273     60
600      62
869       8
1453    160
1449     57
Name: 1981, dtype: int64 0.000000
2439) 504     133
815     113
296      14
348     172
261     143
811       2
192      76
11      104
658      65
1591     19
285      75
788      91
661     189
860     224
1499    195
831      44
48      135
854     175
1240    110
577      22
1517    236
1565     38
1519    255
1395    152
165     191
1024     82
1420     20
1114    149
1295     75
679       7
       ... 
1052    234
1016    160
1696     31
1337    111
282     118
1702    241
464     149
963      17
1596     69
1287     78
1599    133
1265     50
1534    238
118       7
276      46
472      64
768      44
632     206
1257    163
480      96
570      89
312     144
1491    110
1670     90
413      32
1273     42
600      20
869      66
1453    162
1449     54
Name: 1980, dtype: int64 0.000000
2440) 504      21
815     117
296     118
348     126
261      16
811      65
192      16
11       67
658     122
1591    255
285     131
788      75
661      88
860      79
1499    230
831      50
48       31
854     107
1240    247
577      81
1517     79
1565    255
1519    167
1395    153
165     233
1024     96
1420    170
1114     76
1295    105
679     184
       ... 
1052    105
1016    255
1696    130
1337    202
282      66
1702    108
464     151
963     200
1596    138
1287    136
1599    255
1265    142
1534    170
118     103
276     105
472     219
768     143
632     130
1257    250
480     120
570     105
312     167
1491    146
1670     81
413     129
1273     58
600     114
869      12
1453    141
1449    158
Name: 957, dtype: int64 0.000000
2441) 504      61
815      96
296     116
348     131
261      38
811     121
192      96
11      153
658     103
1591    255
285     116
788      87
661      90
860      56
1499    235
831      51
48       54
854     106
1240    246
577     121
1517     93
1565    184
1519    124
1395    151
165     153
1024    210
1420    175
1114     87
1295     49
679     184
       ... 
1052     71
1016    255
1696     99
1337    108
282      76
1702     83
464     147
963     207
1596    180
1287    225
1599    255
1265    139
1534    167
118     101
276     120
472     217
768       5
632     165
1257    224
480     237
570     104
312     145
1491    176
1670     35
413     183
1273     81
600      99
869     140
1453    176
1449    185
Name: 958, dtype: int64 0.000000
2442) 504     152
815     120
296      25
348     174
261     148
811       3
192      70
11      117
658      90
1591     18
285      79
788      84
661     208
860     225
1499    167
831      15
48      153
854     190
1240    209
577      20
1517    234
1565     38
1519    255
1395    150
165     210
1024     79
1420     28
1114    157
1295     75
679       7
       ... 
1052    230
1016    181
1696     30
1337    111
282     110
1702    239
464     166
963      19
1596     64
1287    106
1599    130
1265     55
1534    239
118       5
276       5
472      72
768      37
632     206
1257    119
480     106
570      18
312     131
1491    123
1670     87
413     110
1273     55
600       8
869     139
1453    163
1449     45
Name: 1979, dtype: int64 0.000000
2443) 504     129
815     116
296      47
348      22
261     154
811       8
192      80
11       71
658      97
1591     14
285      73
788      55
661     223
860     187
1499    216
831      76
48      145
854     165
1240    180
577       1
1517    206
1565     59
1519    255
1395    150
165     141
1024     41
1420     35
1114    166
1295     81
679       6
       ... 
1052    103
1016    162
1696     69
1337    111
282      38
1702    237
464     190
963      23
1596     63
1287     73
1599     86
1265     59
1534    140
118      10
276      14
472      68
768      13
632     165
1257     24
480      16
570      78
312     165
1491    157
1670     30
413      45
1273    144
600      16
869     194
1453    154
1449     67
Name: 1977, dtype: int64 0.000000
2444) 504     143
815     121
296      66
348     182
261     157
811       1
192      68
11       57
658      97
1591     16
285     115
788      42
661     203
860     241
1499    186
831      81
48      154
854     106
1240    158
577      32
1517    199
1565    108
1519    255
1395    149
165     156
1024     66
1420     43
1114    169
1295    132
679      15
       ... 
1052     82
1016    177
1696     72
1337    111
282      13
1702    237
464     187
963      22
1596     48
1287     45
1599     29
1265    106
1534    107
118      20
276      32
472      63
768      10
632      10
1257    109
480     114
570       3
312      68
1491    144
1670     32
413      22
1273     85
600      17
869     237
1453    115
1449     70
Name: 1976, dtype: int64 0.000000
2445) 504      45
815     161
296      12
348     140
261      18
811      74
192      30
11      113
658     102
1591     93
285     161
788     223
661     170
860      37
1499     33
831      60
48      122
854     180
1240    120
577     133
1517     58
1565    130
1519     40
1395    140
165     206
1024    106
1420     69
1114    113
1295     20
679     174
       ... 
1052     64
1016     59
1696     75
1337    203
282      64
1702    198
464     145
963     206
1596    113
1287    171
1599    124
1265    161
1534    184
118      73
276      27
472     226
768     168
632     184
1257    255
480     137
570     179
312      44
1491    113
1670     14
413     150
1273    106
600     108
869     249
1453    117
1449     56
Name: 964, dtype: int64 0.000000
2446) 504      20
815     157
296      74
348     251
261      18
811      86
192      31
11      110
658     102
1591    100
285     169
788     217
661     148
860      52
1499     32
831      64
48      139
854     177
1240    124
577     128
1517    156
1565    129
1519     34
1395    140
165     195
1024     76
1420    103
1114    100
1295     18
679     147
       ... 
1052     76
1016     54
1696     71
1337    203
282      66
1702    177
464      66
963     160
1596    147
1287    151
1599    130
1265    153
1534    138
118      40
276     145
472     227
768     168
632     221
1257    255
480     148
570     129
312     168
1491     88
1670     20
413     150
1273     87
600     129
869     230
1453    128
1449     68
Name: 965, dtype: int64 0.000000
2447) 504      20
815     163
296      93
348     154
261      27
811      96
192      35
11      107
658     101
1591    113
285     166
788     202
661     143
860     156
1499     26
831      57
48      159
854     177
1240    116
577     158
1517    112
1565    127
1519     38
1395    142
165     185
1024     87
1420     60
1114    164
1295     20
679      35
       ... 
1052     90
1016     27
1696     62
1337    203
282      64
1702    177
464     183
963     158
1596     92
1287    226
1599    102
1265    160
1534    170
118      99
276     132
472     222
768     165
632     206
1257    237
480     144
570     142
312     169
1491     72
1670     20
413     156
1273     71
600     108
869     234
1453    133
1449     99
Name: 966, dtype: int64 0.000000
2448) 504      29
815     172
296     113
348     160
261      43
811     167
192      34
11       92
658      77
1591    154
285     184
788     203
661     161
860     169
1499     36
831      59
48       82
854     151
1240    102
577     144
1517    160
1565    126
1519     57
1395    138
165     197
1024     83
1420     77
1114    152
1295     12
679     115
       ... 
1052     99
1016    147
1696     48
1337    203
282      61
1702    169
464     145
963     199
1596    124
1287    185
1599    107
1265    168
1534    172
118     110
276     152
472     228
768     169
632     219
1257    117
480     160
570     145
312     168
1491     73
1670     18
413     170
1273     42
600     126
869     120
1453    125
1449    105
Name: 967, dtype: int64 0.000000
2449) 504      32
815     173
296     131
348     156
261      44
811     195
192      35
11       60
658      20
1591    150
285     188
788     106
661       7
860     175
1499     24
831      76
48      161
854      10
1240     65
577     127
1517     86
1565    112
1519     56
1395    131
165     177
1024     35
1420    113
1114    242
1295     11
679     173
       ... 
1052     71
1016    183
1696     53
1337    203
282      64
1702    137
464     176
963     149
1596     96
1287    113
1599     85
1265    201
1534    104
118     114
276     173
472     228
768     176
632     198
1257     30
480      17
570     157
312     169
1491     98
1670     88
413     163
1273    106
600     126
869      41
1453    122
1449    107
Name: 969, dtype: int64 0.000000
2450) 504     145
815     126
296      70
348     188
261     141
811      12
192      73
11       66
658      94
1591     11
285      99
788       9
661     211
860     218
1499    162
831      84
48      155
854     197
1240    194
577      37
1517    140
1565    159
1519    255
1395    150
165      29
1024     40
1420     39
1114    151
1295    132
679       3
       ... 
1052     58
1016    205
1696     74
1337    111
282      23
1702    236
464     146
963      37
1596     83
1287     26
1599     28
1265    250
1534    155
118      76
276       7
472      57
768       0
632     206
1257    164
480      55
570      19
312      68
1491    142
1670     25
413      30
1273     88
600       5
869     255
1453    149
1449     83
Name: 1974, dtype: int64 0.000000
2451) 504     152
815     151
296      69
348     208
261     129
811      16
192      76
11      175
658      98
1591    127
285      96
788       5
661     224
860      75
1499    116
831      80
48      144
854     194
1240    222
577      32
1517    146
1565    175
1519    255
1395    151
165      29
1024     64
1420     33
1114     86
1295     59
679       5
       ... 
1052     49
1016    156
1696     77
1337    113
282      58
1702    234
464     114
963      31
1596     31
1287     44
1599     37
1265    197
1534    132
118      95
276      60
472      56
768       1
632     206
1257     37
480     107
570      31
312      44
1491    170
1670     19
413      31
1273     64
600      24
869     255
1453    130
1449    117
Name: 1973, dtype: int64 0.000000
2452) 504      25
815     207
296     151
348     169
261      55
811     199
192      50
11       82
658      65
1591     54
285     222
788     115
661     234
860     121
1499     17
831      98
48      148
854     119
1240    103
577     170
1517    116
1565     30
1519     28
1395    125
165     165
1024     54
1420     98
1114    250
1295     15
679     174
       ... 
1052    196
1016    169
1696     29
1337    203
282      76
1702    168
464     159
963     129
1596     51
1287     61
1599     73
1265    245
1534     70
118     111
276     178
472     223
768     175
632     183
1257    148
480      16
570     153
312     170
1491    131
1670     33
413     178
1273      7
600     129
869      48
1453    162
1449    181
Name: 972, dtype: int64 0.000000
2453) 504      43
815     215
296     151
348     173
261      78
811     157
192      47
11       85
658      79
1591     63
285     215
788     116
661     222
860      43
1499     17
831     108
48      155
854     174
1240    124
577     165
1517    157
1565     57
1519     25
1395    118
165     178
1024     58
1420    121
1114    121
1295      8
679     178
       ... 
1052    142
1016    182
1696    105
1337    203
282      74
1702    147
464     151
963     172
1596     58
1287     32
1599     57
1265    228
1534     65
118     114
276     202
472     233
768     171
632     185
1257    138
480      11
570     148
312     170
1491    112
1670     32
413     164
1273      4
600     131
869      28
1453    169
1449    167
Name: 973, dtype: int64 0.000000
2454) 504      23
815      70
296     106
348      91
261       9
811     255
192     255
11       93
658     144
1591    255
285      38
788     128
661      38
860      74
1499     81
831     109
48       98
854      66
1240    252
577      64
1517    118
1565    255
1519    255
1395     79
165     241
1024    102
1420    173
1114    150
1295    133
679     221
       ... 
1052     80
1016    255
1696    152
1337     78
282     235
1702    108
464     155
963     143
1596    119
1287    135
1599    255
1265    118
1534    159
118     255
276     132
472     201
768     195
632     101
1257    255
480     106
570      98
312     255
1491    140
1670    135
413     116
1273     66
600      78
869      13
1453    205
1449    132
Name: 1004, dtype: int64 0.000000
2455) 504     115
815      24
296      26
348     132
261     152
811     255
192     255
11        0
658     184
1591    255
285     128
788     118
661      40
860       0
1499     92
831      98
48        6
854      54
1240     81
577      35
1517    189
1565    175
1519    255
1395    228
165     226
1024    222
1420     48
1114     34
1295    125
679     168
       ... 
1052    128
1016     89
1696    255
1337    104
282     239
1702    108
464     213
963     165
1596     83
1287     44
1599    255
1265     38
1534     48
118     255
276     225
472      24
768      95
632      96
1257     59
480      45
570      63
312     255
1491     15
1670     14
413      39
1273    229
600      45
869     255
1453      8
1449    178
Name: 1954, dtype: int64 0.000000
2456) 504     240
815     111
296     116
348     150
261     110
811      13
192     101
11       31
658      78
1591    255
285      77
788      96
661     170
860      79
1499    246
831     125
48       54
854      94
1240    240
577      71
1517     76
1565    122
1519     53
1395    141
165      41
1024    222
1420    174
1114     89
1295     50
679      79
       ... 
1052     85
1016    139
1696     66
1337     96
282       4
1702    125
464     198
963     157
1596    119
1287    224
1599    197
1265    195
1534    233
118     103
276     110
472      67
768     189
632     245
1257    145
480     120
570      95
312      73
1491    160
1670     48
413     126
1273    145
600     135
869     234
1453    108
1449     86
Name: 1059, dtype: int64 0.000000
2457) 504     212
815     130
296     100
348     107
261     141
811      59
192      53
11       71
658      88
1591     46
285      31
788      54
661     123
860      38
1499    145
831      81
48      131
854     135
1240    235
577      31
1517    177
1565    163
1519     91
1395     98
165     192
1024     71
1420    174
1114    168
1295    109
679      56
       ... 
1052    225
1016     84
1696     43
1337    154
282     114
1702    214
464       6
963     160
1596    241
1287    120
1599    241
1265     51
1534    234
118       4
276      15
472      38
768     121
632     183
1257    178
480      41
570      66
312      85
1491     38
1670     32
413      74
1273     63
600      23
869       4
1453    141
1449     56
Name: 1935, dtype: int64 0.000000
2458) 504     245
815     170
296     141
348     235
261      34
811     167
192      48
11      111
658      53
1591     13
285     121
788      88
661     146
860     131
1499     74
831      84
48       74
854     189
1240    182
577     142
1517     57
1565     41
1519     73
1395     66
165     159
1024    222
1420    237
1114    216
1295     77
679     171
       ... 
1052     39
1016    218
1696      8
1337    170
282     102
1702    221
464      95
963     142
1596    211
1287    177
1599    127
1265    143
1534    194
118     158
276     119
472     191
768     204
632     177
1257    255
480     151
570     141
312     161
1491     71
1670    119
413     185
1273    112
600      94
869     255
1453    225
1449     82
Name: 1037, dtype: int64 0.000000
2459) 504     209
815     164
296     146
348     238
261      22
811     160
192      45
11       74
658      53
1591     10
285     108
788      90
661     162
860     138
1499     89
831      87
48      119
854     213
1240    181
577     135
1517     57
1565     35
1519    178
1395     64
165     191
1024    222
1420    232
1114     73
1295    104
679     167
       ... 
1052    144
1016    255
1696     96
1337    136
282     116
1702    211
464     101
963     166
1596     28
1287    126
1599    111
1265    133
1534    171
118      89
276     105
472     202
768     202
632     177
1257    255
480     158
570     136
312     162
1491    114
1670    140
413     157
1273    103
600      95
869     232
1453    212
1449     31
Name: 1038, dtype: int64 0.000000
2460) 504     196
815      39
296       4
348      79
261     139
811       9
192      42
11       97
658      82
1591     28
285      70
788      54
661     132
860     230
1499    186
831      84
48       67
854     165
1240     84
577      56
1517    189
1565     24
1519    255
1395     85
165     192
1024     55
1420     28
1114    125
1295     84
679      50
       ... 
1052    226
1016     95
1696     55
1337    154
282     101
1702    223
464      11
963      18
1596     92
1287     65
1599    245
1265     56
1534    240
118       7
276     189
472      14
768     117
632     210
1257    149
480      64
570      71
312      68
1491     43
1670     37
413      23
1273     91
600      26
869      13
1453    130
1449     16
Name: 1932, dtype: int64 0.000000
2461) 504      34
815     126
296     142
348     243
261      37
811     189
192      82
11       84
658      67
1591     82
285      51
788      89
661     108
860     170
1499    119
831     104
48      225
854     211
1240     65
577     129
1517     48
1565     40
1519    255
1395     56
165     213
1024    220
1420    246
1114    195
1295     94
679     165
       ... 
1052     35
1016    218
1696    166
1337    141
282     131
1702     97
464     113
963     123
1596    221
1287     52
1599     76
1265    115
1534    133
118     116
276      99
472     210
768     195
632     110
1257    180
480     134
570     117
312     155
1491    146
1670     56
413     132
1273     82
600      88
869      32
1453    175
1449      3
Name: 1040, dtype: int64 0.000000
2462) 504      17
815     130
296     147
348     245
261      12
811     192
192     125
11       97
658      67
1591     87
285      29
788      73
661     108
860     198
1499     89
831     107
48      255
854     172
1240     55
577     118
1517     48
1565     27
1519    255
1395     48
165     145
1024    173
1420    241
1114    131
1295     94
679     166
       ... 
1052     29
1016    255
1696    243
1337    169
282     118
1702    108
464     119
963      12
1596    162
1287     30
1599     75
1265    113
1534     47
118     116
276     111
472     210
768     194
632      92
1257    248
480     143
570     110
312     151
1491    168
1670    116
413     115
1273     78
600      82
869      28
1453    162
1449      5
Name: 1041, dtype: int64 0.000000
2463) 504      12
815     128
296     162
348     243
261      69
811     180
192     156
11       86
658      67
1591     58
285      38
788      72
661     114
860     210
1499     88
831     116
48      255
854      87
1240    131
577     114
1517     21
1565     34
1519    255
1395     25
165     207
1024    104
1420    244
1114    111
1295     93
679     165
       ... 
1052      4
1016    253
1696    255
1337    169
282     106
1702    108
464      95
963      12
1596    225
1287     45
1599     76
1265    121
1534     39
118     113
276     116
472     185
768     200
632      81
1257    153
480     133
570     109
312     149
1491    200
1670    159
413     112
1273     40
600      82
869       9
1453    123
1449     10
Name: 1042, dtype: int64 0.000000
2464) 504      10
815     116
296     164
348     213
261     103
811     192
192     168
11      108
658      67
1591     65
285      36
788      66
661     136
860     203
1499     78
831     152
48      255
854      85
1240    155
577      99
1517     19
1565     67
1519    255
1395     44
165     218
1024    175
1420    236
1114    131
1295    218
679     168
       ... 
1052      2
1016    251
1696    255
1337    169
282     101
1702    108
464      67
963     152
1596    196
1287     56
1599     76
1265    131
1534     18
118     119
276     115
472     140
768     205
632      72
1257     46
480     141
570     106
312     148
1491    213
1670    169
413     115
1273     51
600      82
869       0
1453     93
1449     15
Name: 1043, dtype: int64 0.000000
2465) 504      20
815     111
296     137
348     126
261     126
811     192
192     203
11       29
658      73
1591     63
285      30
788      65
661     136
860     209
1499     97
831     152
48      224
854      83
1240     74
577     112
1517     38
1565     23
1519    255
1395     85
165     218
1024    121
1420    242
1114     60
1295    216
679     154
       ... 
1052      1
1016    223
1696    255
1337    169
282     108
1702    108
464      73
963     183
1596    123
1287     29
1599     70
1265    132
1534     20
118     165
276     117
472     110
768     204
632      60
1257     24
480     147
570      94
312     189
1491    214
1670    182
413     117
1273     66
600      82
869       2
1453     82
1449     19
Name: 1044, dtype: int64 0.000000
2466) 504      12
815     173
296      84
348      83
261     149
811     241
192     255
11       26
658      74
1591     58
285      50
788      48
661     136
860     226
1499     57
831     153
48      205
854     114
1240    124
577      87
1517     19
1565    180
1519    255
1395     55
165     217
1024     83
1420    245
1114     42
1295    255
679     161
       ... 
1052      3
1016    209
1696    255
1337    163
282     111
1702    108
464      88
963     142
1596    165
1287    127
1599     73
1265    139
1534     14
118     255
276     114
472     124
768     198
632      51
1257     34
480     123
570      93
312     255
1491    148
1670    207
413     110
1273     81
600      76
869       9
1453     41
1449     27
Name: 1045, dtype: int64 0.000000
2467) 504     185
815      50
296       4
348     168
261     148
811       6
192      45
11       88
658      68
1591     20
285      63
788      55
661     156
860     223
1499    191
831      92
48       87
854     165
1240     95
577       4
1517    224
1565     19
1519    255
1395    101
165     188
1024     97
1420     38
1114    145
1295     80
679       7
       ... 
1052    226
1016     84
1696     64
1337    154
282      98
1702    219
464      37
963      23
1596     52
1287     62
1599    251
1265     58
1534    224
118       4
276     216
472       8
768     111
632     206
1257    113
480      91
570      78
312      83
1491    106
1670     37
413      29
1273    155
600       4
869     126
1453    180
1449     52
Name: 1930, dtype: int64 0.000000
2468) 504      12
815      14
296     247
348      42
261      95
811     255
192     255
11      156
658      93
1591     73
285      78
788     255
661      81
860       6
1499     69
831     178
48      123
854     255
1240    138
577     187
1517     19
1565    255
1519    255
1395    255
165     203
1024    205
1420    242
1114    109
1295    255
679     245
       ... 
1052     12
1016    255
1696    255
1337    107
282     142
1702    108
464      91
963     116
1596    136
1287    242
1599    203
1265    126
1534     21
118     255
276     137
472     107
768     195
632      27
1257    123
480     115
570     255
312     255
1491     46
1670    232
413      92
1273    176
600     255
869     255
1453    119
1449     44
Name: 1048, dtype: int64 0.000000
2469) 504     163
815     255
296     255
348      40
261     255
811     255
192     255
11       58
658     244
1591    255
285      82
788     255
661     255
860     104
1499    215
831     114
48       80
854     255
1240    222
577     255
1517    105
1565    255
1519    255
1395    255
165     255
1024    189
1420    135
1114    138
1295    255
679     255
       ... 
1052     63
1016    255
1696    150
1337     49
282     255
1702    108
464     255
963     119
1596    204
1287    206
1599    153
1265    128
1534    153
118     255
276     201
472     145
768     255
632      51
1257    255
480     255
570     255
312     255
1491    145
1670    146
413     255
1273    192
600     255
869     255
1453    233
1449     96
Name: 1050, dtype: int64 0.000000
2470) 504     142
815     255
296     241
348      48
261     255
811     255
192     255
11       36
658     176
1591    255
285      61
788     255
661     255
860     111
1499    218
831     123
48      249
854     255
1240    250
577     211
1517    116
1565    255
1519    255
1395    255
165     255
1024    196
1420    146
1114    108
1295    255
679     255
       ... 
1052     74
1016    255
1696     95
1337     94
282     255
1702    108
464     255
963     149
1596    159
1287    148
1599    187
1265    129
1534    201
118     255
276     160
472     140
768     223
632      65
1257    241
480      92
570     255
312     255
1491    141
1670    128
413     255
1273     99
600     255
869     250
1453    225
1449     93
Name: 1051, dtype: int64 0.000000
2471) 504     159
815     156
296     105
348      64
261     255
811     255
192     255
11       26
658     174
1591    255
285      92
788     255
661     255
860      60
1499    195
831     123
48      205
854     207
1240    253
577      73
1517    161
1565    255
1519    255
1395    255
165     245
1024    181
1420    143
1114     37
1295    179
679     255
       ... 
1052     78
1016    255
1696    126
1337    127
282     255
1702    108
464     255
963      18
1596    130
1287    156
1599    204
1265    131
1534    182
118     255
276     143
472     143
768     114
632      76
1257    234
480      98
570     255
312     255
1491    121
1670    113
413     104
1273     67
600     255
869     214
1453    216
1449     91
Name: 1052, dtype: int64 0.000000
2472) 504     167
815      61
296      98
348      73
261     150
811     255
192     255
11       26
658     155
1591    255
285      37
788     255
661      39
860      43
1499     57
831     138
48      207
854      41
1240    251
577      67
1517    114
1565    255
1519    255
1395    243
165     239
1024    111
1420    159
1114     65
1295     41
679     255
       ... 
1052    110
1016    255
1696    145
1337    133
282     255
1702    108
464     180
963     133
1596    171
1287    157
1599    211
1265    129
1534    212
118     255
276     139
472     181
768     123
632      87
1257    238
480     103
570     248
312     255
1491    123
1670    119
413     107
1273     83
600     131
869      37
1453    211
1449     90
Name: 1053, dtype: int64 0.000000
2473) 504     166
815      65
296      95
348      91
261       9
811     255
192     255
11       24
658     146
1591    255
285      39
788     120
661      36
860      41
1499     52
831     129
48      106
854      67
1240    251
577      64
1517    102
1565    255
1519    255
1395     83
165     239
1024    155
1420    169
1114     53
1295    255
679     191
       ... 
1052     97
1016    255
1696    137
1337    169
282     236
1702    108
464     159
963     140
1596    124
1287    158
1599    204
1265    135
1534    158
118     255
276     139
472     162
768     132
632     101
1257    227
480      99
570      92
312     255
1491    126
1670    124
413     100
1273     59
600      81
869      21
1453    201
1449     83
Name: 1054, dtype: int64 0.000000
2474) 504     169
815      74
296     108
348     100
261      10
811      53
192      67
11       74
658     135
1591    255
285      71
788      73
661      48
860      94
1499     60
831     127
48       96
854      84
1240    252
577      68
1517    100
1565    255
1519    234
1395     90
165     241
1024    125
1420    181
1114     74
1295    255
679      90
       ... 
1052     85
1016    255
1696     76
1337    107
282     125
1702     72
464     159
963     205
1596    131
1287    221
1599    194
1265    136
1534    213
118     150
276     150
472     141
768     133
632     109
1257    225
480     115
570      97
312     218
1491    141
1670    102
413     107
1273     41
600      90
869       1
1453    181
1449     84
Name: 1055, dtype: int64 0.000000
2475) 504     157
815      91
296     100
348     128
261      11
811      72
192      18
11       26
658     112
1591    255
285      88
788      68
661      69
860      75
1499     68
831     141
48       45
854     111
1240    253
577      90
1517     73
1565    255
1519     88
1395    149
165     232
1024    122
1420    160
1114    131
1295     88
679     182
       ... 
1052    109
1016    255
1696     55
1337    198
282      90
1702    162
464     153
963     165
1596    218
1287    180
1599    234
1265    157
1534    199
118      94
276     136
472     154
768     140
632     148
1257    142
480     126
570     105
312     175
1491    169
1670     81
413     108
1273    132
600     100
869       0
1453    117
1449     85
Name: 1057, dtype: int64 0.000000
2476) 504     171
815      52
296      74
348     195
261     147
811      44
192      15
11      194
658     112
1591    255
285      70
788      45
661     200
860     119
1499    165
831      69
48      134
854     197
1240    207
577      47
1517    231
1565     44
1519    251
1395     84
165     122
1024     31
1420     44
1114    140
1295     27
679      11
       ... 
1052    124
1016     13
1696    255
1337    154
282      39
1702    198
464      25
963     234
1596     80
1287     56
1599    160
1265    140
1534     34
118      96
276     174
472      22
768      81
632     206
1257    162
480      41
570      77
312       8
1491    145
1670     38
413      45
1273    107
600      41
869     255
1453    141
1449    113
Name: 1920, dtype: int64 0.000000
2477) 504     211
815      33
296       7
348     126
261     143
811      64
192      54
11       71
658      78
1591     36
285      51
788      55
661     133
860      48
1499    140
831      79
48      116
854     147
1240    237
577      35
1517    183
1565    132
1519    146
1395     92
165     207
1024    156
1420    161
1114     96
1295    103
679      52
       ... 
1052    223
1016     93
1696     41
1337    155
282     114
1702    212
464       6
963      71
1596     70
1287     77
1599    250
1265     52
1534    239
118       5
276      13
472      33
768     164
632     204
1257    187
480      48
570      58
312      14
1491     28
1670     38
413      36
1273     89
600      73
869       0
1453    146
1449     54
Name: 1934, dtype: int64 0.000000
2478) 504     253
815     183
296     144
348     222
261     124
811     191
192     157
11       76
658      51
1591    147
285     169
788      82
661     148
860     130
1499     51
831      63
48      227
854     208
1240    216
577     126
1517     78
1565     53
1519     42
1395     85
165     165
1024    151
1420     79
1114     37
1295    132
679     169
       ... 
1052     57
1016    221
1696    135
1337    139
282     108
1702    164
464     131
963     150
1596     42
1287     59
1599    103
1265    162
1534    175
118     148
276     181
472     185
768     203
632     168
1257    255
480     167
570     155
312     165
1491    221
1670     64
413     197
1273     58
600     100
869     255
1453    235
1449    142
Name: 1033, dtype: int64 0.000000
2479) 504      57
815      93
296     115
348     125
261      12
811      98
192      12
11       37
658     115
1591    255
285      87
788      78
661      72
860      55
1499    184
831     101
48       35
854     106
1240    248
577      82
1517    135
1565    255
1519    104
1395    153
165     233
1024    109
1420    177
1114    106
1295     54
679     185
       ... 
1052     94
1016    255
1696     62
1337    168
282      78
1702     70
464     180
963     148
1596     69
1287    228
1599    255
1265    138
1534    157
118     100
276      98
472     208
768     203
632     130
1257    238
480     130
570     104
312     171
1491    148
1670     72
413     115
1273     73
600     111
869       6
1453    117
1449    126
Name: 1007, dtype: int64 0.000000
2480) 504     226
815     196
296     150
348     218
261     136
811     192
192      84
11       75
658      51
1591    198
285     163
788      84
661     148
860     148
1499     40
831      60
48      229
854     205
1240    153
577     167
1517     98
1565     47
1519     28
1395     89
165     164
1024     73
1420    104
1114     50
1295    141
679     170
       ... 
1052    246
1016    243
1696     96
1337    139
282     109
1702    187
464     139
963     190
1596     58
1287    157
1599     68
1265    162
1534     72
118      96
276     185
472     179
768     202
632     183
1257    255
480     155
570     157
312     169
1491    228
1670     47
413     190
1273     92
600     111
869     255
1453    228
1449    154
Name: 1032, dtype: int64 0.000000
2481) 504     105
815      23
296      30
348     108
261     220
811     255
192     255
11        0
658     189
1591    255
285     142
788     255
661      43
860       0
1499     47
831      95
48        5
854      40
1240     80
577      69
1517    186
1565    165
1519    255
1395    251
165     225
1024    222
1420     30
1114     18
1295    125
679     255
       ... 
1052    129
1016    125
1696    255
1337    105
282     255
1702    108
464     215
963     134
1596    169
1287    100
1599    255
1265     38
1534     51
118     255
276     215
472      24
768     104
632      77
1257    156
480      51
570     229
312     255
1491     13
1670     13
413      41
1273    255
600      81
869     255
1453     10
1449    210
Name: 1953, dtype: int64 0.000000
2482) 504      91
815     130
296      36
348      78
261     255
811     255
192     255
11        0
658     189
1591    255
285     140
788     255
661     255
860       0
1499     37
831      92
48      118
854     204
1240     78
577      71
1517    182
1565      2
1519    255
1395    255
165     243
1024    222
1420     26
1114     41
1295    123
679     255
       ... 
1052    120
1016     48
1696    255
1337    113
282     255
1702    108
464     255
963     165
1596    110
1287     93
1599    255
1265     72
1534     55
118     255
276     215
472      24
768      94
632      78
1257     72
480      51
570     255
312     255
1491     15
1670     29
413      35
1273    255
600     255
869     255
1453      9
1449    225
Name: 1952, dtype: int64 0.000000
2483) 504     238
815      37
296       9
348     148
261      92
811      12
192     155
11       28
658      49
1591    254
285     252
788     196
661     217
860      92
1499    192
831       8
48      107
854      24
1240    220
577     146
1517    185
1565    133
1519     53
1395    140
165      43
1024    222
1420    179
1114     85
1295     54
679     187
       ... 
1052     69
1016     17
1696     60
1337    129
282      44
1702    211
464     129
963     132
1596    213
1287    231
1599    246
1265    163
1534    182
118     100
276     111
472      59
768     189
632      57
1257     87
480     223
570      51
312      66
1491    102
1670     13
413      63
1273    124
600     129
869     255
1453    168
1449     74
Name: 1010, dtype: int64 0.000000
2484) 504      83
815     255
296     241
348      71
261     255
811     255
192     255
11        0
658     201
1591    255
285     128
788     255
661     255
860       0
1499     38
831      92
48      237
854     255
1240     76
577     228
1517    177
1565      1
1519    255
1395    255
165     255
1024    222
1420     46
1114      5
1295    139
679     255
       ... 
1052    120
1016    145
1696    255
1337    111
282     255
1702    108
464     255
963     171
1596    140
1287     29
1599    255
1265     77
1534     85
118     255
276     212
472      23
768     217
632      61
1257    127
480      49
570     255
312     255
1491     14
1670    162
413     255
1273    255
600     255
869     255
1453      9
1449    227
Name: 1951, dtype: int64 0.000000
2485) 504      77
815     255
296     255
348      67
261     255
811     255
192     255
11        0
658     245
1591    255
285     144
788     255
661     255
860       0
1499    184
831      88
48       54
854     255
1240     70
577     255
1517    196
1565      0
1519    255
1395    255
165     255
1024    222
1420     48
1114     16
1295    141
679     255
       ... 
1052    103
1016    187
1696    255
1337     49
282     255
1702    108
464     255
963     212
1596    124
1287     27
1599    255
1265     72
1534    112
118     255
276     231
472      22
768     255
632      49
1257    160
480     255
570     255
312     255
1491     20
1670    172
413     255
1273    255
600     255
869     255
1453      9
1449    227
Name: 1950, dtype: int64 0.000000
2486) 504      52
815     149
296       9
348      99
261      20
811      75
192      58
11      108
658      93
1591     82
285     160
788     221
661     171
860      39
1499     33
831     227
48      104
854     158
1240    128
577     131
1517    153
1565    128
1519     51
1395    132
165     204
1024    144
1420     58
1114     73
1295     25
679     198
       ... 
1052     92
1016     44
1696     58
1337    169
282      52
1702    210
464      75
963     193
1596    113
1287    189
1599     67
1265    161
1534    141
118      29
276      34
472     194
768     209
632     203
1257    255
480     144
570     215
312      41
1491    197
1670     65
413     162
1273    108
600     110
869     242
1453    115
1449     58
Name: 1014, dtype: int64 0.000000
2487) 504      45
815     157
296      24
348     218
261      22
811      67
192      64
11      106
658      92
1591     86
285     167
788     234
661     148
860      43
1499     39
831     222
48      112
854     175
1240    128
577     129
1517     95
1565    128
1519     52
1395    131
165     189
1024     80
1420     89
1114    206
1295     18
679     111
       ... 
1052     90
1016     52
1696     52
1337    169
282      61
1702    203
464      24
963     204
1596     71
1287    231
1599     62
1265    163
1534    189
118      38
276     154
472     201
768     210
632     230
1257    255
480     158
570     136
312     149
1491    219
1670     94
413     137
1273    112
600     130
869      97
1453    107
1449     68
Name: 1015, dtype: int64 0.000000
2488) 504      43
815     164
296      44
348     116
261      18
811      64
192      72
11      105
658      88
1591     91
285     167
788     207
661     146
860     164
1499     39
831     131
48      111
854     178
1240    120
577     144
1517     82
1565    124
1519     69
1395    132
165     201
1024     78
1420     60
1114    160
1295     13
679      80
       ... 
1052     85
1016     33
1696     45
1337    169
282      63
1702    187
464     156
963     164
1596     51
1287    240
1599     68
1265    167
1534    203
118      93
276      84
472     190
768     210
632     199
1257    255
480     161
570     150
312     173
1491    221
1670     77
413     163
1273    118
600     129
869      79
1453    122
1449    103
Name: 1016, dtype: int64 0.000000
2489) 504      30
815     133
296      51
348     142
261      31
811     164
192      70
11       66
658      85
1591     94
285     172
788     221
661     139
860     231
1499     30
831      55
48      151
854     172
1240    127
577     129
1517    185
1565    113
1519     32
1395    130
165     196
1024     69
1420     71
1114    174
1295     16
679     160
       ... 
1052     80
1016     88
1696     43
1337    169
282      66
1702    167
464     157
963     187
1596    100
1287    130
1599     56
1265    173
1534    146
118     118
276      79
472     184
768     210
632     222
1257    254
480     161
570     146
312     174
1491    220
1670     84
413     172
1273     54
600     125
869      73
1453    110
1449    140
Name: 1017, dtype: int64 0.000000
2490) 504     230
815      35
296      99
348     105
261     160
811     255
192     255
11      171
658      46
1591     38
285     106
788      91
661      65
860      58
1499      1
831      95
48        0
854     255
1240    187
577      19
1517    216
1565    205
1519    165
1395    252
165     166
1024    216
1420    155
1114    113
1295     33
679      46
       ... 
1052    189
1016    255
1696    159
1337    124
282     158
1702    108
464     148
963     205
1596    145
1287    131
1599    255
1265     45
1534    156
118     255
276     221
472      40
768     108
632      40
1257    110
480      47
570      50
312     255
1491     23
1670    228
413      74
1273    249
600      22
869     255
1453      1
1449      3
Name: 1946, dtype: int64 0.000000
2491) 504     229
815      26
296      99
348     178
261     163
811     238
192     255
11      101
658      46
1591     28
285     104
788      28
661      86
860      58
1499      1
831     103
48        0
854      91
1240     96
577      22
1517    223
1565    191
1519     48
1395    247
165     172
1024    204
1420    150
1114     98
1295     35
679     130
       ... 
1052    194
1016    244
1696    148
1337    147
282     140
1702    108
464     122
963     168
1596    158
1287    138
1599    255
1265     46
1534    183
118     255
276     235
472      39
768     109
632      48
1257    188
480      64
570      49
312     255
1491     26
1670     97
413      96
1273    234
600      37
869     255
1453      4
1449      2
Name: 1945, dtype: int64 0.000000
2492) 504      44
815     210
296     143
348     160
261      51
811     187
192      70
11       62
658      22
1591    115
285     212
788     104
661      11
860     174
1499     28
831      44
48      151
854      10
1240     73
577     145
1517    140
1565     61
1519     42
1395    127
165     163
1024     93
1420    121
1114    238
1295     12
679     111
       ... 
1052     58
1016    200
1696     35
1337    169
282      73
1702    182
464     174
963     196
1596    156
1287    105
1599     58
1265    207
1534     97
118     119
276     125
472     179
768     188
632     221
1257    156
480      28
570     160
312     174
1491    219
1670     23
413     147
1273    127
600     117
869      25
1453    146
1449    196
Name: 1020, dtype: int64 0.000000
2493) 504     218
815      33
296      92
348     231
261     148
811      63
192      49
11       89
658      84
1591     20
285      83
788      42
661      92
860     151
1499    105
831      94
48      179
854      80
1240    114
577       9
1517    196
1565    255
1519     34
1395     87
165     179
1024     18
1420    170
1114    164
1295     42
679     104
       ... 
1052    207
1016     67
1696     71
1337    154
282     127
1702     79
464      67
963     188
1596     76
1287    153
1599    253
1265     49
1534     94
118      82
276     230
472      40
768     119
632      94
1257     85
480      56
570      78
312     147
1491     97
1670     50
413      81
1273    136
600      21
869     234
1453     47
1449     44
Name: 1941, dtype: int64 0.000000
2494) 504     220
815       8
296      90
348     216
261     143
811      61
192      52
11      102
658      93
1591     31
285      59
788      41
661      98
860      94
1499     95
831      84
48       90
854     106
1240    228
577      25
1517    178
1565    255
1519     46
1395     90
165      72
1024     88
1420    182
1114    181
1295     60
679     101
       ... 
1052    218
1016     75
1696     59
1337    154
282     128
1702    232
464      12
963     203
1596     75
1287    156
1599    254
1265     46
1534     83
118      55
276     234
472      46
768     115
632      20
1257    157
480      43
570      89
312     145
1491     73
1670     97
413      83
1273    119
600     130
869      28
1453     74
1449      6
Name: 1939, dtype: int64 0.000000
2495) 504     220
815      12
296      89
348     175
261     142
811      59
192      46
11       97
658      87
1591     33
285      40
788      39
661     142
860      45
1499     96
831      22
48       90
854     120
1240    236
577      46
1517    190
1565    253
1519     42
1395     97
165     194
1024    106
1420    164
1114    181
1295     61
679      57
       ... 
1052    221
1016     70
1696     70
1337    154
282     123
1702    232
464      10
963     171
1596     88
1287    120
1599    253
1265     50
1534     87
118      44
276       5
472      43
768      81
632     149
1257    170
480      50
570      59
312     152
1491     55
1670     36
413      94
1273     98
600      91
869      84
1453    106
1449     14
Name: 1938, dtype: int64 0.000000
2496) 504      33
815     218
296     158
348     182
261      75
811     185
192      58
11      146
658      52
1591     77
285     194
788     105
661     190
860     173
1499     20
831      45
48       59
854     177
1240     37
577     150
1517    171
1565    122
1519     26
1395     27
165      50
1024     91
1420    107
1114    111
1295     18
679     167
       ... 
1052    238
1016    211
1696    201
1337    165
282      90
1702    223
464     153
963     210
1596     82
1287     81
1599     58
1265    248
1534     45
118     162
276     190
472     158
768     206
632       6
1257    157
480      19
570     171
312     173
1491    148
1670      8
413     193
1273      6
600     120
869     255
1453    184
1449    185
Name: 1026, dtype: int64 0.000000
2497) 504      43
815     215
296     154
348     187
261     116
811     190
192      63
11      151
658      51
1591     90
285     190
788     103
661     199
860     176
1499     15
831      48
48       67
854     192
1240     93
577     168
1517    209
1565    121
1519     20
1395     77
165      59
1024     95
1420    105
1114    190
1295     40
679     169
       ... 
1052    178
1016    253
1696    255
1337    101
282      96
1702    197
464     145
963     169
1596     58
1287    178
1599     84
1265    213
1534     40
118     159
276     202
472     171
768     205
632     186
1257    146
480      21
570     169
312     171
1491    112
1670     13
413     183
1273     90
600     132
869     255
1453    212
1449    171
Name: 1027, dtype: int64 0.000000
2498) 504     220
815       4
296      96
348     146
261     142
811      65
192      45
11      115
658      90
1591     30
285      45
788      43
661     111
860      35
1499     89
831      80
48       94
854     126
1240    235
577      31
1517    181
1565    246
1519     58
1395     98
165     199
1024     41
1420    176
1114    180
1295    122
679      55
       ... 
1052    215
1016     93
1696      2
1337    154
282     122
1702    222
464       8
963     244
1596    135
1287    105
1599    244
1265     50
1534    113
118       1
276     205
472      44
768     112
632     147
1257    214
480      50
570      64
312     146
1491    102
1670     96
413      56
1273     67
600      49
869      27
1453    129
1449     54
Name: 1937, dtype: int64 0.000000
2499) 504     219
815      11
296      99
348     125
261     145
811      60
192      45
11       97
658      81
1591     33
285      58
788      48
661     145
860      39
1499    119
831      83
48      134
854     151
1240    225
577      32
1517    156
1565    162
1519     46
1395     98
165     210
1024     35
1420    167
1114    156
1295    118
679      54
       ... 
1052    221
1016     86
1696     75
1337    154
282     120
1702    224
464       4
963     153
1596    226
1287    108
1599    251
1265     49
1534    160
118      27
276      20
472      44
768     113
632     171
1257    194
480      51
570      62
312     153
1491     92
1670     30
413      71
1273     69
600      20
869      13
1453    138
1449     60
Name: 1936, dtype: int64 0.000000
2500) 504     158
815     148
296      56
348     183
261     172
811      15
192      75
11      122
658     115
1591     27
285     121
788      38
661     215
860      87
1499    146
831     172
48      132
854     167
1240    175
577      54
1517    116
1565    191
1519    255
1395    151
165     221
1024     78
1420     59
1114    198
1295    125
679      23
       ... 
1052     70
1016     67
1696     64
1337     78
282      67
1702    204
464     202
963      52
1596     64
1287     42
1599     29
1265     35
1534    168
118      92
276      17
472     159
768      44
632     204
1257    191
480     176
570      60
312     147
1491    145
1670     64
413      38
1273     91
600      47
869     255
1453     95
1449     88
Name: 2075, dtype: int64 0.000000



In [155]:

    
from sklearn.feature_selection import SelectFromModel
sfm = SelectFromModel(forest, threshold=0.002, prefit=True)
X_selected = sfm.transform(train_input)
t=sfm.transform(test_input)



In [156]:

    
test_input=pd.DataFrame(t)
train_input=pd.DataFrame(X_selected)



In [157]:

    
train_input.head()









    Out[157]:






  
    
      
      0
      1
      2
      3
      4
      5
      6
      7
      8
      9
      ...
      241
      242
      243
      244
      245
      246
      247
      248
      249
      250
    
  
  
    
      0
      0.000000
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      ...
      0.031731
      0.001088
      0.003843
      0.044395
      0.065384
      0.236945
      0.682465
      0.681927
      0.000623
      0.000302
    
    
      1
      0.564098
      0.564098
      0.002445
      0.0
      0.199291
      0.503782
      0.0
      0.503782
      0.183499
      0.0
      ...
      0.696857
      0.542770
      0.183477
      0.272044
      0.045329
      0.032140
      0.004454
      0.001556
      0.542770
      0.542770
    
    
      2
      0.000000
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      ...
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
    
    
      3
      0.000000
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      ...
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
      0.000000
    
    
      4
      0.000000
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      0.000000
      0.000000
      0.0
      ...
      0.516723
      0.704091
      0.704091
      0.038252
      0.000000
      0.003753
      0.000583
      0.000238
      0.000052
      0.002517
    
  

5 rows × 251 columns

	0	1	2	3	4	5	6	7	8	9	...	2491	2492	2493	2494	2495	2496	2497	2498	2499	category
count	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	...	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000	1715.000000
mean	0.590008	0.481346	0.355663	0.223750	0.125257	0.022133	0.016261	0.065207	0.089330	0.111029	...	-0.069241	-0.108766	-0.121793	-0.125641	-0.073774	-0.013659	0.079525	0.216246	0.353890	4.019825
std	1.262753	1.245737	1.217291	1.196920	1.150138	1.089205	1.066501	1.045643	1.028303	1.014887	...	1.019566	1.025649	1.033644	1.047817	1.087154	1.132540	1.185046	1.237042	1.263207	2.538769
min	-5.058141	-5.082752	-3.286163	-5.082752	-5.131974	-5.082752	-5.181195	-5.107363	-4.984309	-5.255028	...	-2.183619	-2.205695	-2.360226	-2.382302	-2.514757	-2.647212	-2.757592	-2.757592	-2.757592	1.000000
25%	-0.551382	-0.664069	-0.857303	-0.988344	-0.986709	-1.019435	-0.988394	-0.879698	-0.828890	-0.759968	...	-0.979200	-1.023299	-1.059908	-1.101577	-1.116480	-1.111430	-1.104549	-1.000238	-0.870490	2.000000
50%	1.111345	0.918333	0.675547	0.466724	0.274761	0.088414	0.092525	0.181908	0.211570	0.231226	...	-0.050111	-0.146208	-0.197701	-0.199375	-0.084698	-0.009749	0.103404	0.335184	0.639024	3.000000
75%	1.695459	1.640520	1.552353	1.367480	1.187661	0.981141	0.936725	0.953883	0.936041	0.952430	...	0.804782	0.767533	0.773774	0.801802	0.907002	1.023611	1.211470	1.498011	1.610449	5.000000
max	3.365219	2.657360	2.675510	2.838862	2.838862	3.111116	2.893313	2.857012	2.657360	3.020364	...	2.067986	2.067986	2.639210	2.167304	2.711811	2.085942	2.085942	2.096267	2.657360	10.000000

	0	1	2	4	5	7	8	...	241	242	243	244	245	246	247	248	249	250
0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	...	0.031731	0.001088	0.003843	0.044395	0.065384	0.236945	0.682465	0.681927	0.000623	0.000302
1	0.564098	0.564098	0.002445	0.199291	0.503782	0.503782	0.183499	...	0.696857	0.542770	0.183477	0.272044	0.045329	0.032140	0.004454	0.001556	0.542770	0.542770
2	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
3	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	...	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000
4	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	...	0.516723	0.704091	0.704091	0.038252	0.000000	0.003753	0.000583	0.000238	0.000052	0.002517