In [1]:
import IPython
IPython.utils.path.get_ipython_dir()


Out[1]:
u'/home/hurrial/.ipython'

In [2]:
%pylab inline
from sklearn.cross_validation import KFold
from collections import Counter
from operator import itemgetter
from __future__ import division
from IPython import parallel
from sets import Set
import pandas as pd
import numpy as np
import datetime
import decimal
import math
import glob
import copy
import re

import warnings
from scipy.stats import kurtosis, skew

from itertools import chain, combinations

warnings.filterwarnings('ignore')

pd.set_option('display.max_colwidth',2000)


Populating the interactive namespace from numpy and matplotlib
-c:7: DeprecationWarning: the sets module is deprecated

In [3]:
#Time serie for a keyterm
experiment[experiment.tmxJoined=='kaartjes'].groupby("time_to_eventh").apply(len).plot() #["time_to_eventhF"].plot()


---------------------------------------------------------------------------
NameError                                 Traceback (most recent call last)
<ipython-input-3-4e8e2382187b> in <module>()
      1 #Time serie for a keyterm
----> 2 experiment[experiment.tmxJoined=='kaartjes'].groupby("time_to_eventh").apply(len).plot() #["time_to_eventhF"].plot()

NameError: name 'experiment' is not defined

In [ ]:
clients = parallel.Client() #a lightweight handle on all the engines of a cluster
clients.block = True  # use synchronous computations
print(clients.ids)

dview = clients[:] #dview = clients.direct_view()
dview.block = True
print(dview)

In [21]:
allTmx = getlinelist("../timexNelleke/timexall6")
mDList = []
mOrdeDict = {'jan':1,'feb':2,'mrt':3,'apr':4,'mei':5,'jun':6,'jul':7,'aug':8,'sep':9,'okt':10,'nov':11,'dec':12,
             'januari':1,'februari':2,'maart':3,'april':4,'mei':5,'juni':6,'juli':7,'augustus':8,'september':9,
             'oktober':10,'november':11,'december':12,}
for atx in allTmx:
    if (("jan" in atx) or ("feb" in atx) or ("mrt" in atx) or ("maart" in atx) or ("apr" in atx) or 
        ("mei" in atx) or ("jun" in atx) or ("jul" in atx) or ("aug" in atx) or 
        ("sep" in atx) or ("okt" in atx) or ("nov" in atx) or ("dec" in atx)) and (atx.split()[0].isdigit()):
   
        mDList.append('['+atx+']'+'\t'+atx+'\t'+str(mOrdeDict[atx.split()[1]])+'\t'+atx.split()[0])
        
writelinelist("../timexNelleke/monthDayList", mDList)

In [4]:
dtc = datetime.datetime.combine # for time difference
dty = datetime.date.today() # for day difference

def getlinelist(filename, striplines=True):
    with open(filename) as f:
        linelist = f.read().splitlines()
    
    if striplines:
        linelist = [l.strip() for l in linelist]
        
    return [l for l in linelist if len(l)>0] # Exclude blank lines!
    

def writelinelist(filename, mylist):
    with open(filename, 'w') as fw:
        for l in mylist[:-1]: # Write lines with new line, except the last line.
            fw.write(str(l)+'\n')
        fw.write(str(mylist[-1])) # Do not put new line for the last line!
             
# tmxtemp will have the elements which are contained by others. If a string contains an element from this list, it will have
# at least one match from the long list. 
def findEssentials(timexall3):
    timexall3 = sorted(timexall3, key=len)
    tmxtemp = copy.deepcopy(timexall3)
    for i in range(0, len(tmxtemp)):
        #print(timexall3[i], [t for t in timexall3[i:] if " "+timexall3[i]+" " in t])
        if i == len(tmxtemp):
            return tmxtemp
        ctx = tmxtemp[i]
        recurrent = [t for t in tmxtemp[i+1:] if (" "+ctx+" " in t) or ((ctx+" " in t) and (ctx.split()[0]==t.split()[0])) or ((" "+ctx in t) and cmpLastWord(ctx,t))]

        if len(recurrent) > 0:
            tmxtemp = [tt for tt in tmxtemp if tt not in recurrent]  
    return tmxtemp

def cmpLastWord(str1, str2):#compare last word of a string
    if (len(str1.split()) == 1) and (len(str2.split()) == 1):
        return str1 == str2
    elif (len(str1.split()) == 1) and  (len(str2.split()) > 1):
        return str1 == str2.split()[-1]
    elif (len(str1.split()) > 1) and  (len(str2.split()) == 1):
        return str1.split()[-1] == str2
    else:
        return str1.split()[-1] == str2.split()[-1]

def getwordset(mylist):
    # input: list of strings
    # output: set of words in this list
    myset = set()
    for tw in mylist:
        if isinstance(tw, str):
            tw = tw.split()
        for w in tw:
            myset.add(w)
    return myset

def listoverlap(t1, t2):
    for t in t1:
        if t in t2:
            return True
    return False

def check_avail(tmx, twlist):
    occTx = []
    for tx in tmx:
        for tw in twlist:
            if tx in tw:
                occTx.append(tx)
                break
    return occTx

def readSegments(myfolder='../segmentSoccerTweets/monoSegmentations.MaxGain.0.0/*', segrank=1, elimRTs=True):
    segCounter = Counter()
    files=glob.glob(myfolder)

    for f in files:
        segLinesAll = getlinelist(f, striplines=False)
        lenseglines = len(segLinesAll)
        for i, segLine in enumerate(segLinesAll):
            if (segLine[0] == '\t') and (i != lenseglines):
                if elimRTs and (segLine[:2] != 'rt'):
                    for cSeg in segLinesAll[i+segrank].split(' ||| '):
                        cSeg = cSeg.replace('#1','')
                        cSeg = cSeg.replace('#2','')
                        cSeg = cSeg.replace('#3','')
                        cSeg = cSeg.replace('#4','')
                        cSeg = cSeg.replace('#5','')
                        cSeg = cSeg.replace('#6','')
                        cSeg = cSeg.replace('#7','')
                        if ("HASHTAG" not in cSeg) and ('http://' not in cSeg) and ('@' not in cSeg):
                            segCounter[cSeg] += 1
    return segCounter

def convertSegments(myfolder='../segmentSoccerTweets/monoSegmentations.MaxGain.0.0/*', segrank=1):
    # be careful segrank is not consistent among entries!
    segTweetsList = []
    files=glob.glob(myfolder)
    for f in files:
        
        segLinesAll = getlinelist(f, striplines=False)
        lenseglines = len(segLinesAll)
        for i, segLine in enumerate(segLinesAll):
            
            if (segLine[0] == '\t') and (i != lenseglines):
                segCnt = 0
                mainline = segLine.split('\t')
                segTweetsList.append(mainline[1]+'\t'+mainline[2]+'\t'+mainline[3]+'\t'+mainline[4]+'\t'+mainline[5]+'\t'+segLinesAll[i+segrank])    
    return segTweetsList

def isMweAlpha(mwe): # True for mwe's which does not have any numbers in them
    for m in mwe.split():
        if not m.isalpha():
            return False
    return True

def is_outlier(points, thresh=3):
    """
    Returns a boolean array with True if points are outliers and False otherwise.

    Parameters:
    -----------
        points : An numobservations by numdimensions array of observations
        thresh : The modified z-score to use as a threshold. Observations with
            a modified z-score (based on the median absolute deviation) greater
            than this value will be classified as outliers.

    Returns:
    --------
        mask : A numobservations-length boolean array.

    References:
    ----------
        Boris Iglewicz and David Hoaglin (1993), "Volume 16: How to Detect and Handle Outliers", The ASQC Basic 
        References in Quality Control: Statistical Techniques, Edward F. Mykytka, Ph.D., Editor. 
    """
    if len(points.shape) == 1:
        points = points[:,None]
    median = np.median(points, axis=0)
    diff = np.sum((points - median)**2, axis=-1)
    diff = np.sqrt(diff)
    med_abs_deviation = np.median(diff)

    modified_z_score = 0.6745 * diff / med_abs_deviation

    return modified_z_score > thresh
    #return np.median(points[modified_z_score > thresh])

In [5]:
dev_set = ["ajautr_f12", "ajapsv_s12", "psvtwe_s12", "aztwe_s11", "ajaaz_f12", "ajapsv_f12", "utrfey_f11", "twepsv_s11", "feyaz_s11"]

etimedict= {'ajaaz_f11':datetime.datetime(2011, 10, 15, 18, 45), 'ajaaz_f12':datetime.datetime(2012, 8, 12, 16, 30), 'ajaaz_s11': datetime.datetime(2011, 3, 6, 16, 30),\
 'ajafey_f11': datetime.datetime(2011, 10, 23, 12, 30), 'ajafey_s11': datetime.datetime(2011, 1, 19, 20, 45), 'ajapsv_f12': datetime.datetime(2012, 12, 1, 20, 45),\
 'ajapsv_s12': datetime.datetime(2012, 3, 25, 16, 30), 'ajatwe_f11': datetime.datetime(2011, 9, 24, 20, 45), 'ajatwe_f12': datetime.datetime(2012, 9, 29, 20, 45),\
 'ajatwe_s11': datetime.datetime(2011, 5, 15, 14, 30), 'ajautr_f12': datetime.datetime(2012, 10, 7, 12, 30), 'ajautr_s12': datetime.datetime(2012, 2, 5, 12, 30),\
 'azaja_s12': datetime.datetime(2012, 1, 22, 14, 30), 'azfey_f11': datetime.datetime(2011, 9, 24, 12, 30), 'azfey_f12': datetime.datetime(2012, 11, 25, 14, 30),\
 'azpsv_f11': datetime.datetime(2011, 8, 7, 12, 30), 'azpsv_s11': datetime.datetime(2011, 2, 12, 20, 45), 'aztwe_s11': datetime.datetime(2011, 2, 27, 14, 30),\
 'aztwe_s12': datetime.datetime(2012, 4, 11, 19, 0), 'azutr_f11': datetime.datetime(2011, 11, 25, 20, 0), 'feyaja_f12': datetime.datetime(2012, 10, 28, 12, 30),\
 'feyaja_s12': datetime.datetime(2012, 1, 29, 12, 30), 'feyaz_s11': datetime.datetime(2011, 4, 2, 20, 45), 'feyaz_s12': datetime.datetime(2012, 4, 29, 14, 30),\
 'feypsv_f11': datetime.datetime(2011, 12, 4, 12, 30), 'feypsv_s11': datetime.datetime(2011, 4, 24, 14, 30), 'feytwe_f11': datetime.datetime(2011, 12, 18, 14, 30),\
 'feyutr_s12': datetime.datetime(2012, 3, 11, 14, 30), 'kondag12': datetime.datetime(2012, 4, 30, 15, 0), 'pp12': datetime.datetime(2012, 5, 26, 20, 0),\
 'psvaja_f11': datetime.datetime(2011, 9, 18, 12, 30), 'psvaja_s11': datetime.datetime(2011, 2, 27, 14, 30), 'psvaz_f12': datetime.datetime(2012, 9, 2, 14, 30),\
 'psvaz_s12': datetime.datetime(2012, 4, 14, 18, 45), 'psvfey_f12': datetime.datetime(2012, 9, 23, 16, 30), 'psvfey_s12': datetime.datetime(2012, 2, 26, 14, 30),\
 'psvtwe_f12': datetime.datetime(2012, 12, 9, 16, 30), 'psvtwe_s12': datetime.datetime(2012, 3, 4, 16, 30), 'psvutr_f11': datetime.datetime(2011, 10, 15, 20, 45),\
 'psvutr_s11': datetime.datetime(2011, 3, 20, 14, 30), 'tweaja_s12': datetime.datetime(2012, 4, 29, 14, 30), 'tweaz_f11': datetime.datetime(2011, 8, 13, 18, 45),\
 'tweaz_f12': datetime.datetime(2012, 10, 7, 16, 30), 'twefey_f12': datetime.datetime(2012, 11, 4, 14, 30), 'twefey_s11': datetime.datetime(2011, 1, 30, 14, 30),\
 'twefey_s12': datetime.datetime(2012, 3, 18, 14, 30), 'twepsv_f11': datetime.datetime(2011, 10, 29, 20, 45), 'twepsv_s11': datetime.datetime(2011, 4, 2, 18, 45),\
 'tweutr_s12': datetime.datetime(2012, 2, 26, 14, 30), 'utraja_f11': datetime.datetime(2011, 11, 6, 12, 30), 'utraja_s11': datetime.datetime(2011, 1, 23, 12, 30),\
 'utraz_f12': datetime.datetime(2012, 12, 2, 14, 30), 'utraz_s11': datetime.datetime(2011, 5, 15, 14, 30), 'utraz_s12': datetime.datetime(2012, 2, 19, 14, 30),\
 'utrfey_f11': datetime.datetime(2011, 12, 11, 14, 30), 'utrfey_f12': datetime.datetime(2012, 8, 12, 12, 30), 'utrfey_s11': datetime.datetime(2011, 4, 10, 14, 30),\
 'utrpsv_f12': datetime.datetime(2012, 9, 16, 14, 30), 'utrpsv_s12': datetime.datetime(2012, 1, 22, 16, 30), 'utrtwe_f11': datetime.datetime(2011, 12, 4, 14, 30),\
 'utrtwe_f12': datetime.datetime(2012, 11, 18, 14, 30), 'utrtwe_s11': datetime.datetime(2011, 2, 6, 14, 30)}

In [6]:
findEssentTmx = False
if findEssentTmx:
    tmxAll = getlinelist("../timexNelleke/timexall6")
    essentTmx = findEssentials(tmxAll)
    print(set(essentTmx) - set(getlinelist("../timexNelleke/20140212-EssentTmx")))
    writelinelist("../timexNelleke/20140215-EssentTmx", essentTmx)

In [7]:
#event_table = pd.read_table('/vol/bigdata/users/hurrial/data/DutchSoccer11_12/tweets_converted.txt', parse_dates = [[2,3]], usecols=[0,2,3,4,5], \
#                        encoding='utf-8', names=['event', 'user', 'dt','etime', 'ttext']) # index_col=[3]
event_table = pd.read_table('/vol/bigdata/users/hurrial/data/DutchSoccer11_12/tweets_converted.txt', parse_dates = [[3,4]], usecols=[0,1,2,3,4,5], \
                        encoding='utf-8', names=['event', 'twID', 'user', 'dt','etime', 'ttext']) # index_col=[3]

event_table.drop_duplicates()
event_table.head(2)


Out[7]:
dt_etime event twID user ttext
0 2012-03-04 03:50:47 ajapsv_s12 176137584106409984 KimHogeweg8 @maaaiiikkee maar deze gekkind gast een #poging wagen om te slapen we spreken wel elkaar als #25maart2012 #ajapsv erop zit goed :p
1 2012-03-04 12:35:51 ajapsv_s12 176269723913302016 Riekeltloosman @franklinbode ok makker je gaat tog wel 25 maart weer naar ajax tog #ajapsv

2 rows × 5 columns


In [10]:
concert_table = pd.read_table('../AdnextShare/concertTweets', parse_dates=[[0,1]], usecols=[2,3,6,7], encoding='utf-8',\
                           names=['dt','etime', 'user', 'ttext'], skiprows=1)
concert_table["event"] = 'concertAll'
concert_table.drop_duplicates()
concert_table = concert_table.set_index("dt_etime")
concert_table["twCount"] = 1
concert_table["ttext"] = concert_table.ttext.str.lower()
concert_table["ttextlist"] = concert_table.ttext.str.split()
concert_table.head(2)


Out[10]:
user ttext event twCount ttextlist
dt_etime
2011-01-01 00:03:01 LikeLinnerd de 1e minuut van 2011 kon niet beter beginnen dan met de aankondiging van waylon! vol in beeld bij top2000 in concert! :( concertAll 1 [de, 1e, minuut, van, 2011, kon, niet, beter, beginnen, dan, met, de, aankondiging, van, waylon!, vol, in, beeld, bij, top2000, in, concert!, :(]
2011-01-01 00:03:39 ImkeKruk nu #top2000 in concert kijken en beetje naar buiten x concertAll 1 [nu, #top2000, in, concert, kijken, en, beetje, naar, buiten, x]

2 rows × 5 columns


In [56]:
concert_table.ix['01/01/2012':'12/31/2012'].twCount.resample('D', how='sum').plot()


Out[56]:
<matplotlib.axes.AxesSubplot at 0xfcdb8410>

In [148]:
sDate = '6/7/2011'
eDate = '6/8/2011'
concert_table.ix[sDate:eDate].twCount.resample('D', how='sum').plot()


Out[148]:
<matplotlib.axes.AxesSubplot at 0xff3e1710>

In [149]:
wCntr = Counter()
for wlist in concert_table.ix[sDate:eDate].ttextlist:
    for w in wlist:
        if w[0] == '#':
            wCntr[w] += 1 
wCntr.most_common(30)


Out[149]:
[(u'#retweet', 97),
 (u'#glennisg', 93),
 (u'#plangirlsfirst', 74),
 (u'#concert', 60),
 (u'#ironmaiden', 44),
 (u'#durftevragen', 14),
 (u'#gelredome', 13),
 (u'#zinin', 9),
 (u'#prince', 9),
 (u'#guusmeeuwis', 8),
 (u'#muziek', 8),
 (u'#cas', 8),
 (u'#evenement', 8),
 (u'#britneyspears', 8),
 (u'#vakantie...', 7),
 (u'#vliegtickets', 7),
 (u'#katiemelua', 7),
 (u'#tickets,betaal', 7),
 (u'#concertats', 7),
 (u'#concert,', 7),
 (u'#vergelijkingssites', 7),
 (u'#arnhem', 7),
 (u'#concertatsea', 6),
 (u'#plangirlsfirst.', 6),
 (u'#ahoy', 6),
 (u'#rotterdam.', 6),
 (u'#tekoop', 6),
 (u'#nieuws', 5),
 (u'#e3', 5),
 (u'#twexit', 5)]

In [131]:
wCntr['placebo']


Out[131]:
0

In [82]:
concert_table.ix['7/2/2012':'7/3/2012'][concert_table.ix['7/2/2012':'7/3/2012'].ttext.str.contains('#sting')]


Out[82]:
user ttext event twCount ttextlist
dt_etime
2012-07-02 07:01:05 Tadonline @ehooijschuur thx. het zal niet tippen aan het intieme, warme, openlucht concert in #puntoromano #sting #onceinalivetime concertAll 1 [@ehooijschuur, thx., het, zal, niet, tippen, aan, het, intieme,, warme,, openlucht, concert, in, #puntoromano, #sting, #onceinalivetime]
2012-07-03 11:17:56 acceptcoaching waarde van #vriendschap: steeds jezelf kunnen zijn. thnx @mirakelrhenen :-) vanavond voor 7e x samen genieten van #sting in concert! concertAll 1 [waarde, van, #vriendschap:, steeds, jezelf, kunnen, zijn., thnx, @mirakelrhenen, :-), vanavond, voor, 7e, x, samen, genieten, van, #sting, in, concert!]
2012-07-03 15:55:40 MoniqueDrent onderweg naar amsterdam #ziggo dome. vanavond naar het concert van #sting :-) concertAll 1 [onderweg, naar, amsterdam, #ziggo, dome., vanavond, naar, het, concert, van, #sting, :-)]
2012-07-03 16:46:30 JFvanderWoude in de trein op weg naar de #ziggodome voor het concert van #sting. concertAll 1 [in, de, trein, op, weg, naar, de, #ziggodome, voor, het, concert, van, #sting.]
2012-07-03 17:44:57 nadiavteffelen op weg naar den haag. daarna door naar amsterdam naar het concert van #sting! concertAll 1 [op, weg, naar, den, haag., daarna, door, naar, amsterdam, naar, het, concert, van, #sting!]
2012-07-03 18:23:01 jelkaboth wenst @marjetheins heul veul plezier bij concert #sting vanavond #rasartiest concertAll 1 [wenst, @marjetheins, heul, veul, plezier, bij, concert, #sting, vanavond, #rasartiest]
2012-07-03 18:58:48 whedam aangekomen bij #ziggodome voor concert #sting. zin in concertAll 1 [aangekomen, bij, #ziggodome, voor, concert, #sting., zin, in]
2012-07-03 19:10:35 MichelZonneveld sam voor @ziggodome. eerste echt grote concert. #sting http://t.co/3kubzfo3 concertAll 1 [sam, voor, @ziggodome., eerste, echt, grote, concert., #sting, http://t.co/3kubzfo3]
2012-07-03 19:50:08 jaapsmitcnv samen met mijn dochter in een lange rij voor #ziggodome voor concert #sting. belooft mooie avond te worden, concertAll 1 [samen, met, mijn, dochter, in, een, lange, rij, voor, #ziggodome, voor, concert, #sting., belooft, mooie, avond, te, worden,]
2012-07-03 20:01:10 KadeemMinaj rt @concerten: we wensen iedereen die nu bij het #sting concert is in het ziggo dome veel plezier! concertAll 1 [rt, @concerten:, we, wensen, iedereen, die, nu, bij, het, #sting, concert, is, in, het, ziggo, dome, veel, plezier!]
2012-07-03 22:04:24 marithrebel wat een geweldig geluid bij #sting in #ziggodome! zoonlief enthousiast na eerste concert! wel doof nu! concertAll 1 [wat, een, geweldig, geluid, bij, #sting, in, #ziggodome!, zoonlief, enthousiast, na, eerste, concert!, wel, doof, nu!]
2012-07-03 22:06:44 _Marnix_ top concert van #sting in een topzaal #ziggodome. mooie avond. concertAll 1 [top, concert, van, #sting, in, een, topzaal, #ziggodome., mooie, avond.]
2012-07-03 22:17:04 Inekelipgroen wat een fantastisch concert van sting, zoveel hits! helemaal top!!!! #ziggodome #sting concertAll 1 [wat, een, fantastisch, concert, van, sting,, zoveel, hits!, helemaal, top!!!!, #ziggodome, #sting]
2012-07-03 22:29:33 lflmagazine het concert was een tikkeltje te braaf en sting zelf iets te nonchalant - lees het hele verslag van #sting in @ziggodome morgen op onze site concertAll 1 [het, concert, was, een, tikkeltje, te, braaf, en, sting, zelf, iets, te, nonchalant, -, lees, het, hele, verslag, van, #sting, in, @ziggodome, morgen, op, onze, site]
2012-07-03 22:44:55 schoonhovengolf erg gaaf concert inderdaad,! rt @debbiebeen: indrukwekkend #sting en #ziggodome concertAll 1 [erg, gaaf, concert, inderdaad,!, rt, @debbiebeen:, indrukwekkend, #sting, en, #ziggodome]
2012-07-03 22:48:49 remondejong op de terugweg van een geweldig concert van #sting in de #ziggodome. erg goed geluid ook. http://t.co/gxar4ml4 concertAll 1 [op, de, terugweg, van, een, geweldig, concert, van, #sting, in, de, #ziggodome., erg, goed, geluid, ook., http://t.co/gxar4ml4]
2012-07-03 23:04:09 LoukBour heel mooi concert #sting in #ziggodome, live fantastisch wat een show concertAll 1 [heel, mooi, concert, #sting, in, #ziggodome,, live, fantastisch, wat, een, show]
2012-07-03 23:49:36 S_Crauwels weer terug van #sting concert concertAll 1 [weer, terug, van, #sting, concert]
2012-07-03 23:50:16 SjaakSwart rt @koennnfr: ontzettend mooi concert! #sting #ziggodome http://t.co/9ku7ltuz concertAll 1 [rt, @koennnfr:, ontzettend, mooi, concert!, #sting, #ziggodome, http://t.co/9ku7ltuz]
2012-07-03 23:54:44 MichelZonneveld lekker stevig concert van #sting @ziggodome. veel #thepolice en prachtige sting nummers. back to basic met top muzikanten en weinig opsmuk. concertAll 1 [lekker, stevig, concert, van, #sting, @ziggodome., veel, #thepolice, en, prachtige, sting, nummers., back, to, basic, met, top, muzikanten, en, weinig, opsmuk.]

20 rows × 5 columns


In [10]:
kondag12_table = pd.read_table('../timexNelleke/koninginnetag12.txt', parse_dates=[[0,1]], usecols=[2,3,6,7], encoding='utf-8',\
                           names=['dt','etime', 'user', 'ttext'], skiprows=1)
kondag12_table["event"] = 'kondag12'
kondag12_table.drop_duplicates()
kondag12_table.head(2)


Out[10]:
dt_etime user ttext event
0 2012-01-01 01:51:46 L0VET0LAUGH koninginnedag, echt een kutdag om op jarig te zijn =S kondag12
1 2012-01-01 03:21:52 Charissaaxx @DJensss haha sarry jens, hemelvaart weer :D of Koninginnedag ofzo kondag12

2 rows × 4 columns


In [11]:
pp12_table = pd.read_table('../timexNelleke/pp12.txt', parse_dates=[[0,1]], usecols=[2,3,6,7], encoding='utf-8',\
                           names=['dt','etime', 'user', 'ttext'], skiprows=1)
pp12_table["event"] = 'pp12'
pp12_table.drop_duplicates()
pp12_table.head(2)


Out[11]:
dt_etime user ttext event
0 2012-01-01 01:11:03 FridgeNL “@pinkpopfest: Gelukkig Nieuwjaar & see you at Pinkpop 2012! #pp12” &lt;- kan niet wachten! Beste wensen :-) pp12
1 2012-01-02 08:47:43 sweetdevil67 Zo een dagje hotel bijgeboekt ivm #pp12 Nu kunnen we drie dagen uit ons dak gaan :)) pp12

2 rows × 4 columns


In [12]:
new_events = pd.concat([pp12_table, kondag12_table], ignore_index=True)
tok_dict = 0
new_events.ttext = new_events['ttext'].str.lower()
new_events.user = new_events['user'].str.lower()


# Order of the rules is important!
new_events.ttext = new_events['ttext'].str.replace('!!*',' ! ')
new_events.ttext = new_events['ttext'].str.replace(',',' , ')
new_events.ttext = new_events['ttext'].str.replace('\?',' ? ')

new_events.ttext = new_events['ttext'].str.replace('\"',' " ') # careful smiles lost!
new_events.ttext = new_events['ttext'].str.replace("“"," “ ") # does not work ??? ”
new_events.ttext = new_events['ttext'].str.replace("”"," ” ")

new_events.ttext = new_events['ttext'].str.replace("\'\'*","'") # make multiple occurrences single
new_events.ttext = new_events['ttext'].str.replace("\' "," ' ") # after a word
new_events.ttext = new_events['ttext'].str.replace(" \'"," ' ") # before a word

#trtweets.text = new_events['ttext'].str.replace("--*","-")
#trtweets.text = new_events['ttext'].str.replace(" \-"," - ")

new_events.ttext = new_events['ttext'].str.replace('&amp;','&')
new_events.ttext = new_events['ttext'].str.replace('&gt;','>')
new_events.ttext = new_events['ttext'].str.replace('&lt;','<')
new_events.ttext = new_events['ttext'].str.replace("&"," & ") # should not be before &gt; etc.

new_events.ttext = new_events['ttext'].str.replace('~~*',' ~ ')

new_events.ttext = new_events['ttext'].str.replace('\.\.\.',' ... ')
new_events.ttext = new_events['ttext'].str.replace('\.\.',' .. ')
new_events.ttext = new_events['ttext'].str.replace('…',' … ')

new_events.ttext = new_events['ttext'].str.replace("\(\(*",'(')
new_events.ttext = new_events['ttext'].str.replace("\)\)*",')')
new_events.ttext = new_events['ttext'].str.replace("\+\+\+*",'+')
new_events.ttext = new_events['ttext'].str.replace("\*\*\**",'*')
new_events.ttext = new_events['ttext'].str.replace("\|\|*","|")

new_events.ttext = new_events['ttext'].str.replace(":ddd*"," :d ")
new_events.ttext = new_events['ttext'].str.replace(":ppp*"," :p ")
new_events.ttext = new_events['ttext'].str.replace(";;;*",";")
new_events.ttext = new_events['ttext'].str.replace(":\* "," :* ")

new_events.ttext = new_events['ttext'].str.replace(":\("," :( ")
new_events.ttext = new_events['ttext'].str.replace("\(:"," (: ")
new_events.ttext = new_events['ttext'].str.replace(":\)"," :) ")
new_events.ttext = new_events['ttext'].str.replace('\):',' ): ')
new_events.ttext = new_events['ttext'].str.replace(";\)"," ;) ")
new_events.ttext = new_events['ttext'].str.replace("\+\+"," + ")
new_events.ttext = new_events['ttext'].str.replace(":\|"," :| ")
new_events.ttext = new_events['ttext'].str.replace(":-\)"," :-) ")
new_events.ttext = new_events['ttext'].str.replace(";-\)"," ;-) ")
new_events.ttext = new_events['ttext'].str.replace(":-\("," :-( ")
new_events.ttext = new_events['ttext'].str.replace(":\'\("," :'( ")
new_events.ttext = new_events['ttext'].str.replace(":p "," :p ")
new_events.ttext = new_events['ttext'].str.replace(":d "," :d ")
new_events.ttext = new_events['ttext'].str.replace("-_-"," -_- ")
new_events.ttext = new_events['ttext'].str.replace(":o\)"," :o) ")

new_events.ttext = new_events['ttext'].str.replace(".@",". @")
new_events.ttext = new_events['ttext'].str.replace('#',' #')

new_events.ttext = new_events['ttext'].str.replace('\. ', ' . ')
new_events.ttext = new_events['ttext'].str.replace(' \.', ' . ')

new_events.ttext = new_events['ttext'].str.replace('    ',' ')
new_events.ttext = new_events['ttext'].str.replace('   ',' ')
new_events.ttext = new_events['ttext'].str.replace('   ',' ')
new_events.ttext = new_events['ttext'].str.replace('  ',' ')
#if ends with . seperate the dot from last word
new_events['ttext'][new_events.ttext.str.endswith(".")] = new_events[new_events.ttext.str.endswith(".")]["ttext"].apply(lambda tw: tw[:-1]+' .') 
new_events['ttext'][new_events.ttext.str.endswith(".'")] = new_events[new_events.ttext.str.endswith(".'")]["ttext"].apply(lambda tw: tw[:-2]+" . '") 

new_events['ttext'][new_events.ttext.str.startswith("'")] = new_events[new_events.ttext.str.startswith("'")]["ttext"].apply(lambda tw: "' "+tw[1:])
#new_events.head()


---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-12-8f6cc12fe141> in <module>()
      8 new_events.ttext = new_events['ttext'].str.replace('!!*',' ! ')
      9 new_events.ttext = new_events['ttext'].str.replace(',',' , ')
---> 10 new_events.ttext = new_events['ttext'].str.replace('\?',' ? ')
     11 
     12 new_events.ttext = new_events['ttext'].str.replace('\"',' " ') # careful smiles lost!

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/strings.pyc in replace(self, pat, repl, n, case, flags)
    887     def replace(self, pat, repl, n=-1, case=True, flags=0):
    888         result = str_replace(self.series, pat, repl, n=n, case=case,
--> 889                              flags=flags)
    890         return self._wrap_result(result)
    891 

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/strings.pyc in str_replace(arr, pat, repl, n, case, flags)
    284         f = lambda x: x.replace(pat, repl, n)
    285 
--> 286     return _na_map(f, arr)
    287 
    288 

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/strings.pyc in _na_map(f, arr, na_result)
     90 def _na_map(f, arr, na_result=np.nan):
     91     # should really _check_ for NA
---> 92     return _map(f, arr, na_mask=True, na_value=na_result)
     93 
     94 

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/strings.pyc in _map(f, arr, na_mask, na_value)
    101         mask = isnull(arr)
    102         try:
--> 103             result = lib.map_infer_mask(arr, f, mask.view(np.uint8))
    104         except (TypeError, AttributeError):
    105             def g(x):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/lib.so in pandas.lib.map_infer_mask (pandas/lib.c:44413)()

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/strings.pyc in f(x)
    280 
    281         def f(x):
--> 282             return regex.sub(repl, x, count=n)
    283     else:
    284         f = lambda x: x.replace(pat, repl, n)

KeyboardInterrupt: 

In [ ]:
event_table = pd.concat([event_table, new_events], ignore_index=True)

In [8]:
event_table['ttextlist'] = event_table['ttext'].str.split() #mytable['ttextlist'] = mytable.ttext.apply(lambda x: x.split(" "))
event_table.head(1)


Out[8]:
dt_etime event twID user ttext ttextlist
0 2012-03-04 03:50:47 ajapsv_s12 176137584106409984 KimHogeweg8 @maaaiiikkee maar deze gekkind gast een #poging wagen om te slapen we spreken wel elkaar als #25maart2012 #ajapsv erop zit goed :p [@maaaiiikkee, maar, deze, gekkind, gast, een, #poging, wagen, om, te, slapen, we, spreken, wel, elkaar, als, #25maart2012, #ajapsv, erop, zit, goed, :p]

1 rows × 6 columns


In [9]:
def time_to_event(groupForEvent, def_etimedict = etimedict):
    t_toevent = def_etimedict[groupForEvent.name] - groupForEvent.dt_etime
    groupForEvent['time_to_event'] = t_toevent
    
    return groupForEvent
    
event_table = event_table.groupby("event").apply(time_to_event)
event_table.tail(2)


Out[9]:
dt_etime event twID user ttext ttextlist time_to_event
703765 2011-12-22 06:45:52 utrtwe_f11 149727331680927744 boltje81 ben al benieuwd naar opsporing verzocht #ajaaz #rellen #utrtwe #dhig [ben, al, benieuwd, naar, opsporing, verzocht, #ajaaz, #rellen, #utrtwe, #dhig] -17 days, 16:15:52
703766 2011-12-22 09:49:38 utrtwe_f11 149773579079258112 CarlossFR rt @boltje81 ben al benieuwd naar opsporing verzocht #ajaaz #rellen #utrtwe #dhig [rt, @boltje81, ben, al, benieuwd, naar, opsporing, verzocht, #ajaaz, #rellen, #utrtwe, #dhig] -17 days, 19:19:38

2 rows × 7 columns


In [10]:
event_table["time_to_eventh"] = event_table.time_to_event.apply(lambda x: int(-x/np.timedelta64(1, 'h')))
event_table["time_to_eventhF"] = event_table.time_to_event.apply(lambda x: -x/np.timedelta64(1, 'h'))

In [11]:
useWordList = True
# get the short list and eliminate timexs which has non-occurred(in tweets) timex-Essential words
#tmxEssent = sorted(getlinelist("../timexNelleke/20140212-EssentTmx-Regex.txt"), key=len, reverse=True)
if not useWordList:
    tmxEssent = sorted(getlinelist("../timexNelleke/20140215-EssentTmx"), key=len, reverse=True)
    # these words occur just in the time expressions. 
    uniqTmxEssent = list(getwordset(tmxEssent) - getwordset(event_table.ttextlist))
    
    #Therefore there is not any chance for the timexs which contain them to occur. 
    tmxEssent = [txe for txe in tmxEssent if not listoverlap(txe.split(), uniqTmxEssent)] 
    
    tmxessent = [tx.replace('.','\.') for tx in tmxEssent]
    tmxEssent_ptrn = re.compile(r'\\b'+'\\b|\\b'.join(tmxEssent)+'\\b')
    print(len(tmxEssent), len(uniqTmxEssent))
# with regex (809, 1118) - this is wrong!
# before timexall6: (1098, 889)

In [12]:
# a tweet should have a timex essential element to be considered for time expression longest match search
if not useWordList:
    dview.scatter("event_table", event_table)
    dview["tmxEssent_ptrn"] = tmxEssent_ptrn
    # eliminate tweets which does not have an essential element
    dview.execute("event_table = event_table[event_table.ttext.str.contains(tmxEssent_ptrn)]")
    event_table = pd.concat(dview.gather("event_table"))
    len(event_table)
    #Another method: But this takes too long!
    #event_table['timexs_short'] = event_table.ttext.str.findall(tmxEssent_ptrn)
    #event_table['tmxcount_short'] = event_table.timexs_short.apply(lambda x: len(x))
    #event_table = event_table[event_table.tmxcount_short > 0] # eliminate empty ones
    # before timexall6: 465101

In [13]:
# get the long timex list and eliminate non-occurred timex-list specific entries
useLongTmx = False # If false:Do not use the complete list, use just the identified that occurred ones.
if useLongTmx:
    print('Long list used!')
    tmxAll = getlinelist("../timexNelleke/timexall6") # no regex here!

    uniqTmxAll = list(getwordset(tmxAll) - getwordset(event_table.ttextlist))
    # these words occur just in the time expressions not in tweets. 
    #Therefore there is not any chance for the timexs which contain them to occur. 
    tmxAll = [txe for txe in tmxAll if not listoverlap(txe.split(), uniqTmxAll)]
    
    print(len(tmxAll), len(uniqTmxAll))
else:
    print('Long list is not used!')
#with essentmx-Regex, it is wrong/missing! (295996, 922)


Long list is not used!

In [14]:
if useWordList:
    occTmxDF = pd.read_table('../timexNelleke/20140318-contentWordFreq', names=['word','freq'], sep='\t')
    wordsA = getlinelist('../timexNelleke/20140228-contentWordsA.txt')
    wordsB = getlinelist('../timexNelleke/20140228-contentWordsB.txt')
    wordsC = getlinelist('../timexNelleke/20140228-contentWordsC.txt')
    wordsD = getlinelist('../timexNelleke/20140228-contentWordsD.txt')

In [76]:
wordsNelleke = wordsA + wordsB + wordsC + wordsC

In [15]:
# identify which tmx occur in the tweets.
if useLongTmx:
    dview.scatter('txlist', tmxAll) # dis
    dview['tweets'] = event_table.ttext
    dview['check_avail'] = check_avail
    dview.execute('ocTx=check_avail(txlist,tweets)')
    occTmx = dview.gather('ocTx')
    writelinelist('../timexNelleke/20140302-occTmxAllEvAndTime', occTmx)
    
elif useWordList:
    # select according to frequency!
    occTmx = wordsA+wordsC+wordsB+wordsD
    occTmx = list(occTmxDF[occTmxDF.freq > 1]['word'])
    # get word list:
    
else:
    print('occurred tmx list is used.')
    # Do not search for all timex, search just for occurred ones.
    occTmx = getlinelist("../timexNelleke/20140228-occTmxAllEvAndTime.txt")
    print('Len of occurred tmx:', len(occTmx))

print("Len and tmx of occurred:",len(occTmx))


('Len and tmx of occurred:', 10181)

In [16]:
event_table_backUP = event_table.copy() # store for future use! Do it just once!

In [17]:
#event_table = event_table_backUP.copy() # get a copy!

In [18]:
# choose day range: 8, 0 is between event time and 8 day before. -8, 0 is between event time and 8 days after.
useDayRange = True
if useDayRange:
    event_table = event_table[(event_table.time_to_event < np.timedelta64(8,'D')) & (event_table.time_to_event > np.timedelta64(0,'D'))]
print('Use day range:',useDayRange,'Tweets count:',len(event_table))

#Eliminate RT's
useJustNonRTs, useJustRTs = True, False # just NonRTs

if useJustNonRTs:
    event_table = event_table[~event_table.ttext.str.contains("rt @", case=False)] # ~ not
elif useJustRTs:
    event_table = event_table[event_table.ttext.str.contains("rt @", case=False)] # ~ not
    
print("Use just Non-RTs:",useJustNonRTs, "UseJustRTs:",useJustRTs, "Length:",len(event_table))


('Use day range:', True, 'Tweets count:', 260767)
('Use just Non-RTs:', True, 'UseJustRTs:', False, 'Length:', 138141)

In [19]:
excludeList = ['koninginnedag', 'koninginnedagen']
occTmx = [oT for oT in occTmx if oT not in excludeList]

In [20]:
occTmx = sorted(occTmx, key=len, reverse=True)
occTmx = [tx.replace('.','\.') for tx in occTmx] # not to match anything with . (dot)
occTmx_ptrn = re.compile('\\b'+'\\b|\\b'.join(occTmx)+'\\b')

event_table['timexs_long'] = event_table.ttext.str.findall(occTmx_ptrn)#, #flags=re.IGNORECASE)
event_table.head(2)


Out[20]:
dt_etime event twID user ttext ttextlist time_to_event time_to_eventh time_to_eventhF timexs_long
311 2012-03-17 21:52:23 ajapsv_s12 181120819320209410 centralpoint_nl @jackvermonden morgen bij #adoaja wel borden van centralpoint.nl maar geen foto wedstrijd volgende week weer bij #ajapsv een fotowedstrijd [@jackvermonden, morgen, bij, #adoaja, wel, borden, van, centralpoint.nl, maar, geen, foto, wedstrijd, volgende, week, weer, bij, #ajapsv, een, fotowedstrijd] 7 days, 18:37:37 -186 -186.626944 [borden, foto, fotowedstrijd]
313 2012-03-18 12:24:15 ajapsv_s12 181340234422824960 leondejonge10 @mootje115 nee wou vrijdag doen maar was niet aan toe gekomen volgende week zeker inzetten #ajapsv [@mootje115, nee, wou, vrijdag, doen, maar, was, niet, aan, toe, gekomen, volgende, week, zeker, inzetten, #ajapsv] 7 days, 04:05:45 -172 -172.095833 [wou, gekomen, zeker, inzetten]

2 rows × 10 columns


In [21]:
exclude_words = getlinelist("../timexNelleke/20140211-excludeTmx.txt")
exclude_words_set = set(exclude_words)
event_table['tmxcount_long'] = event_table.timexs_long.apply(lambda x: len(x))
print('Count of tweets:',len(event_table))
event_table = event_table[event_table.tmxcount_long > 0] # eliminate empty ones
print('Count of tweets that has at least one timex:',len(event_table))
event_table['tmxJoined'] = event_table.timexs_long.apply(lambda x: '_'.join(x)) # it will make easy to groupby etc.
#event_table = event_table[~event_table.tmxJoined.isin(exclude_words)] # eliminate empty ones, it do just for single items!
# eliminate empty ones, below does it for multiple items!
event_table["properTmxCnt"] = event_table.timexs_long.apply(lambda x: len(set(x) - set(exclude_words_set))) 
event_table = event_table[event_table.properTmxCnt > 0]
print('Count of tweets which does not contain exclude words:',len(event_table))


('Count of tweets:', 138141)
('Count of tweets that has at least one timex:', 125447)
('Count of tweets which does not contain exclude words:', 125406)

In [23]:
# if following columns are already in the DF, delete them before you create them again
#event_table = event_table.drop(['sumTmx','meanTTE'],1)

In [22]:
#events8dbefats11endH = events8dbefats11endH.drop(['sumTmx', 'meanTTE'], axis=1) # if need to delete these cols
meanTmx = event_table.groupby("tmxJoined")["time_to_eventhF"].transform(np.mean) #to_csv("MeanOfTmxTTE", sep = '\t')
sumTmx = event_table.groupby("tmxJoined")["tmxcount_long"].transform(np.sum) #to_csv("MeanOfTmxTTE", sep = '\t')

sumTmxDF = pd.DataFrame(sumTmx)
meanTmxDF = pd.DataFrame(meanTmx)
meanSumTmxDF = sumTmxDF.join(meanTmxDF)
meanSumTmxDF.columns = ["sumTmx","meanTTE"]
print(meanSumTmxDF.head(2))
event_table = event_table.join(meanSumTmxDF)
event_table["sumTmx"] = event_table.sumTmx/event_table.tmxcount_long
event_table.head(1)


     sumTmx     meanTTE
311       3 -186.626944
313       4 -172.095833

[2 rows x 2 columns]
Out[22]:
dt_etime event twID user ttext ttextlist time_to_event time_to_eventh time_to_eventhF timexs_long tmxcount_long tmxJoined properTmxCnt sumTmx meanTTE
311 2012-03-17 21:52:23 ajapsv_s12 181120819320209410 centralpoint_nl @jackvermonden morgen bij #adoaja wel borden van centralpoint.nl maar geen foto wedstrijd volgende week weer bij #ajapsv een fotowedstrijd [@jackvermonden, morgen, bij, #adoaja, wel, borden, van, centralpoint.nl, maar, geen, foto, wedstrijd, volgende, week, weer, bij, #ajapsv, een, fotowedstrijd] 7 days, 18:37:37 -186 -186.626944 [borden, foto, fotowedstrijd] 3 borden_foto_fotowedstrijd 3 1 -186.626944

1 rows × 15 columns


In [23]:
event_table.to_pickle("backupEvTable140314")

In [24]:
# Generate combinations
def creaWserie(wList):
    allFeatures = chain.from_iterable([combinations(wList,i) for i in range(1, 4)]) # not all lengths like: range(1, len(wList)+1)
    allFeatures = ["_".join(x) for x in allFeatures]
    return allFeatures
    
event_table["tmxComb"] = event_table.timexs_long.apply(creaWserie) #.head(5)
#event_table10.head()

In [25]:
featCnt = Counter()
for tc in event_table["tmxComb"]:
    for t in tc:
        featCnt[t] += 1
len(featCnt), sum(featCnt.values())


Out[25]:
(968950, 1785114)

In [26]:
tmpFeat = Counter()
i = 0
for k, v in featCnt.most_common():
    tmpFeat[k]=v
    if v == 1:
        break
featCnt = tmpFeat.copy()
len(featCnt), sum(featCnt.values())


Out[26]:
(151613, 967777)

In [27]:
featDict = {}
for w in list(featCnt):
    featDict[w] = [] 
for txCmb, tHF in zip(event_table.tmxComb, event_table.time_to_eventhF):
    for tx in txCmb:
        if tx in featDict:
            featDict[tx].append(tHF)

In [28]:
featuresDF = pd.DataFrame(dict([(k,pd.Series(v)) for k,v in featDict.iteritems()]))

In [29]:
#this is for test
featuresDFtmp = pd.concat([featuresDF[featuresDF.columns[:15]], featuresDF[featuresDF.columns[-15:]]])
featuresStatstmp = pd.DataFrame({"kurtTTE":featuresDFtmp.apply(lambda s:kurtosis(s[s.notnull()])), "cntTTE":featuresDFtmp.count(), "stdTTE":featuresDFtmp.std(ddof=0)})
featuresStatstmp.head(2)


Out[29]:
cntTTE kurtTTE stdTTE
a-selectie 4 -0.978507 43.270273
aai 5 -0.960084 45.247101

2 rows × 3 columns


In [31]:
featuresStats = pd.DataFrame({"kurtTTE":featuresDF.apply(lambda s:kurtosis(s[s.notnull()])), "cntTTE":featuresDF.count(),\
                              "stdTTE":featuresDF.std(ddof=0)})

In [32]:
elimFeat = featuresStats[(featuresStats.stdTTE>12) | (featuresStats.kurtTTE<-1.99999)].index
usedFeatures = [x for x in featuresStats.index if x not in elimFeat]
len(featuresStats.ix[usedFeatures])


Out[32]:
36026

In [34]:
def dfSummary(s): # which other functions are available for a serie
    return pd.Series({'xStd':s.std(),'xCount':s.count(),'xMean':s.mean(), 'xMad':s.mad(), 'xQuant5':s.quantile(0.05), \
                      'xQuant95':s.quantile(0.95), 'xMin':s.min(), 'xMax':s.max(), 'xMedian':s.median()})
tmxSummaryDF = pd.DataFrame()

tmxTTE = event_table[["time_to_eventhF", "tmxJoined"]]
tmxSummaryDF['stdTTE'] = tmxTTE.groupby("tmxJoined")["time_to_eventhF"].std(ddof=0) #.apply(numpy.std)
tmxSummaryDF['cntTTE'] = tmxTTE.groupby("tmxJoined")["time_to_eventhF"].count() #.apply(numpy.std)
tmxSummaryDF['madTTE'] = tmxTTE.groupby("tmxJoined")["time_to_eventhF"].mad()
tmxSummaryDF['medTTE'] = tmxTTE.groupby("tmxJoined")["time_to_eventhF"].median()
tmxSummaryDF['kurtTTE'] = tmxTTE.groupby("tmxJoined")["time_to_eventhF"].apply(kurtosis)
tmxSummaryDF.head(2)


Out[34]:
stdTTE cntTTE madTTE medTTE kurtTTE
tmxJoined
aai_clubliefde 0 1 0 -69.333889 -3
aai_gewoon_kijken 0 1 0 -127.107500 -3

2 rows × 5 columns


In [35]:
myFeatures = tmxSummaryDF[(tmxSummaryDF.stdTTE<24)&(tmxSummaryDF.kurtTTE>0.0000001)].copy() #(tmxSummaryDF.kurtTTE>-1.9999999)
print(len(myFeatures))#.head())
myFeatures[-50:]


523
Out[35]:
stdTTE cntTTE madTTE medTTE kurtTTE
tmxJoined
vorige 17.630432 5 14.061044 -0.980556 0.218330
vrees 20.738567 13 13.974043 -2.716667 4.631328
vuurwerk 17.005897 20 11.704528 -0.030278 3.141285
wachten_half 10.813462 15 6.258232 -2.725000 7.946638
wedstrijddag_volgers_speelt_thuis_denken 0.898966 6 0.737747 -8.723611 0.173885
wedstrijden_eredivisie 2.457884 14 1.734410 -5.909444 0.886655
wedstrijdje 18.306729 7 12.810045 -2.282500 2.163753
wedstrijdje_kijken 9.613080 8 7.591545 -1.543750 1.019778
wedstrijdselectie 16.539110 12 10.215424 -26.930000 2.229865
wedstrijdspanning 7.098781 8 4.612292 -2.505139 2.750721
wedstrijdverslag_aangeboden_redacteur_wensen_fijne 0.001620 6 0.001204 -0.249861 1.157439
weet_gratis 15.267464 7 10.665193 -1.466389 2.131866
weet_landskampioen 9.267317 5 7.390867 -72.950556 0.219867
weg 13.395321 235 3.327900 -2.173889 160.126170
weg_kuip 1.035123 16 0.751337 -1.843194 0.403409
weg_zin 1.359037 10 1.080656 -1.790417 0.923872
wekker 10.944379 5 8.580111 -11.613611 0.060413
wereld 2.306833 10 1.768200 -1.922500 1.525870
werk 16.870729 24 14.004395 -11.934583 0.373256
winnaar_kaartjes_uitgekozen 0.076722 12 0.054591 -38.539583 3.106243
wint_klassieker 22.737740 16 16.123661 -85.263056 3.628871
wisselspelers 0.217079 20 0.158725 -0.943611 1.799533
wist 15.432315 7 10.794161 -0.728056 2.155918
won_bezoek 0.462629 7 0.321939 -5.919722 2.060088
won_eredivisie_laatste_uitwedstrijden 0.619391 8 0.399983 -2.818889 2.618856
zappen 1.413258 9 1.122675 -0.650278 0.123280
zeg_uitslag 0.068475 5 0.053822 -2.511389 0.084315
zei_babbeltje 0.761144 13 0.607114 -3.773333 0.705321
zeker_weten 22.176750 7 16.237551 -4.139722 1.512344
zender 0.652577 6 0.481065 -0.551528 0.314775
zenuwachtig_klassieker 15.410584 7 10.992200 -3.952778 1.684627
zenuwen_beginnen 14.918857 35 11.486014 -2.545556 1.666275
zet 14.541708 27 6.800985 -0.851667 18.771504
zie_ginds_komt_zie_staan_brengt_goaltjes_kijk_gaan 0.170810 8 0.133142 -1.385139 0.708683
zien_kampioen 6.442640 6 4.960340 -2.781528 0.487875
zin_gaat 15.230145 12 11.934796 -9.278750 0.018305
zin_half 3.205535 18 2.244923 -1.939722 3.931037
zin_kijken 16.069470 31 11.440065 -5.257222 6.234561
zin_voetbal 5.065219 5 3.964022 -2.870000 0.031719
zit_auto_ziet_voorspellen 1.236340 6 0.916065 -10.460694 1.114562
zit_bank 5.978515 6 4.452130 -0.947500 1.186920
zit_helemaal_klaar 0.422816 34 0.294409 -0.207361 5.607757
zit_klaar 17.590482 346 3.823890 -0.125000 81.293961
zit_klaar_hoor 0.440842 10 0.337244 -0.162500 2.189350
zit_klaar_klassieker 0.862406 17 0.474391 -0.203611 9.649829
zitten_klaar 0.409133 150 0.214801 -0.114722 49.224862
zitten_klaar_klassieker 0.439697 5 0.351267 -0.050278 0.235967
zoek 1.617295 7 1.112086 -0.388056 1.828260
zoek_plaatsje_zon 1.244187 19 0.851079 -1.193889 2.101946
zover_begint_uitgekeken 0.115729 5 0.092111 -2.058611 0.198858

50 rows × 5 columns


In [36]:
len(tmxSummaryDF[tmxSummaryDF.cntTTE == 1])
tmxSummaryDF = tmxSummaryDF.sort(["cntTTE", "stdTTE"], ascending=[1,0])
len(tmxSummaryDF[(tmxSummaryDF.stdTTE>0)&(tmxSummaryDF.stdTTE<12)&(tmxSummaryDF.cntTTE>1)]) #.head(50)


Out[36]:
5426

In [37]:
exactTTEs = pd.read_excel('../timexNelleke/20140120-tmxRulesToReplaceMean.xls', sheetname='exactTTE2', index_col='tmxJoined')
exactTTEs = exactTTEs.drop('tmxlist', 1)

dynHours = pd.read_excel('../timexNelleke/20140120-tmxRulesToReplaceMean.xls', sheetname='dynHours2', index_col='tmxJoined')
dynHours = dynHours.drop("myFormula",1)
dynHours = dynHours.drop("tmxlist",1)

dynDays = pd.read_excel('../timexNelleke/20140120-tmxRulesToReplaceMean.xls', sheetname='dynDays')
dynDays = dynDays.drop("tmxlist",1)

In [63]:
len(trainDF), len(trainDF.groupby("tmxJoined").median())


Out[63]:
(124531, 79816)

In [70]:
def featSelect(g):
    if len(g)>1:
        #return pd.Series({g.name:g.median()})
        return x[~is_outlier(x)].median()
    
trainDF.groupby("tmxJoined").apply(featSelect).count()


Out[70]:
7812

In [73]:
def run_experiment(trainDF, tstDF, useTraining=True, calcExactRules=True,calcDynRulesH=True, calcDynRulesD=True, trainFunc = 'median'):
    if trainFunc == 'median':
        #trainSerie = trainDF.groupby("tmxJoined").median()
        trainSerie = trainDF.groupby("tmxJoined").apply(featSelect)
        #trainSerie = trainDF.groupby("tmxJoined")["time_to_eventhF"].apply(lambda x:x[~is_outlier(x)].median())
        trainDF = pd.DataFrame(trainSerie, columns=['time_to_eventhF'])
    elif trainFunc == 'mean':
        trainDF = trainDF.groupby("tmxJoined").mean()
    elif trainFunc == 'mad':
        trainDF = trainDF.groupby("tmxJoined").mad()
    
    meanBase = trainDF.time_to_eventhF.mean()
    medianBase = trainDF.time_to_eventhF.median()
    
    trainDF.reset_index(inplace=True)
    tstDF.index.name = 'tnumber'
    tstDF.reset_index(inplace=True)
    tstDF['EstimationType'] = 'NoEstimation'
    
    if useTraining:
        #get the mean estimations from the trainDF
        # you can use the fillna aswell:df['percent_wa3'].fillna(df['percent'], inplace=True)
        tstDF=tstDF.merge(trainDF, how='left', on='tmxJoined') 
        tstDF.rename(columns={'time_to_eventhF_x': 'time_to_eventhF', 'time_to_eventhF_y': 'estimation'},\
                        inplace=True)
        tstDF['EstimationType'][tstDF.estimation.notnull()] = 'trainingEstimation'
    
    else:# use just rules
        tstDF['estimation'] = numpy.nan
        
    if calcExactRules:
        for tmx, xTTE in exactTTEs.to_dict()['xtime_to_eventh'].iteritems():
            tstDF['estimation'][tstDF.tmxJoined == tmx] = xTTE
            tstDF['EstimationType'][tstDF.tmxJoined == tmx] = 'exactRule'
            
        
    if calcDynRulesH:
        for tmx, dTTE in dynHours.to_dict()["distractTwTimeFrom"].iteritems():
            for rindex, tweet in tstDF[tstDF.tmxJoined == tmx].iterrows():
                ttime = tweet.ix['dt_etime'].time()
                diffTime = dtc(dty,dTTE) - dtc(dty,ttime)
                diffHours = diffTime.seconds/3600
                if (diffHours >= 22) and (tmx in ["vanavond","vanmorgen","vanmiddag","vandaag","vannacht"]):
                    diffHours = 0 # Give +2 hour coverage to these items
                tstDF["estimation"][tstDF.tnumber == tweet.ix['tnumber']] = -diffHours
                tstDF['EstimationType'][tstDF.tnumber == tweet.ix['tnumber']] = 'DynHourRules'
    
    if calcDynRulesD:
        for rowindex, myrow in dynDays.iterrows():
            dTTEh = myrow.ix['distractFromHour']
            dTTEd = myrow.ix['distractFromDay']
            tmx = myrow['tmxJoined']
            for rindex, tweet in tstDF[tstDF.tmxJoined == tmx].iterrows():#, t3_d, t3_x, t3e #
                ttime = tweet.ix['dt_etime'].time()
                tweekday = tweet.ix['dt_etime'].weekday()
                
                dtcDtyDTTEh = dtc(dty,dTTEh)
                dtcDtyTTime = dtc(dty,ttime)
                
                diffHours = (dtcDtyDTTEh - dtcDtyTTime).seconds/3600
                
                if dtcDtyDTTEh >= dtcDtyTTime:
                    normNextDay = 0 # dTTE bigger, normal sub
                else:
                    normNextDay = 1 #dTTE smaller or equal, sub -1
                    
                if dTTEd >= tweekday:
                    diffHours = diffHours + (dTTEd-tweekday-normNextDay)*24
                elif dTTEd < tweekday:
                    diffHours = diffHours + (dTTEd-tweekday+7-normNextDay)*24
        
                tstDF["estimation"][tstDF.tnumber == tweet.ix['tnumber']] = -diffHours
                tstDF['EstimationType'][tstDF.tnumber == tweet.ix['tnumber']] = 'DynWeekDayRules'
    tstDF["error"] = tstDF['time_to_eventhF'] - tstDF['estimation']
    tstDF["meanBaseErr"] = tstDF['time_to_eventhF'] - meanBase
    tstDF["medianBaseErr"] = tstDF['time_to_eventhF'] - medianBase

    rmse = numpy.sqrt(((tstDF.error)**2).mean())
    mae = numpy.mean(numpy.abs(tstDF.error))
    return tstDF, mae, rmse

In [39]:
setTmx = set() # get occurred tmxes
for tmxlist in event_table.timexs_long:
    for tx in tmxlist:
        setTmx.add(tx)
listTmx = sort(list(setTmx))
#writelinelist('../timexNelleke/../occurredTimeExpressions.txt', listTmx)
alphaTx = [ltx for ltx in listTmx if isMweAlpha(ltx)] # tmxes without numbers
clockTx = [ltx for ltx in listTmx if ('.' in ltx) or ("'" in ltx) or (":" in ltx)] # timexes for clock time
restTx = [ltx for ltx in listTmx if (ltx not in clockTx) and (ltx not in alphaTx)] # rest
len(alphaTx), len(clockTx), len(restTx)


Out[39]:
(10072, 48, 36)

In [40]:
# get a fresh copy of the data. Here preprocessing finishes and Experiments start.
experiment = event_table.copy() # get fresh copy
experiment.twID = experiment.twID.astype(object)
print('all tweet count:',len(experiment))


('all tweet count:', 125406)

In [41]:
# choose day range: 8, 0 is between event time and 8 day before. -8, 0 is between event time and 8 days after.
useDayRange = True
if useDayRange:
    experiment = experiment[(experiment.time_to_event < np.timedelta64(8,'D')) & (experiment.time_to_event > np.timedelta64(0,'D'))]
print('Use day range:',useDayRange,'Tweets count:',len(experiment))


('Use day range:', True, 'Tweets count:', 125406)

In [42]:
#Eliminate RT's
useJustNonRTs, useJustRTs = True, False
if useJustNonRTs:
    experiment = experiment[~experiment.ttext.str.contains("rt @", case=False)] # ~ not
    rtname="noRT"
elif useJustRTs:
    experiment = experiment[experiment.ttext.str.contains("rt @", case=False)] # ~ not
    rtname="justRT"
else:
    rtname="withRT"
    
print("Use just Non-RTs:",useJustNonRTs, "UseJustRTs:",useJustRTs, "Length:",len(experiment))


('Use just Non-RTs:', True, 'UseJustRTs:', False, 'Length:', 125406)

In [43]:
htagFinal, htagMid, htagAll = False, False, True
pattern = pattern = r'(#\s?(tweaja|feytwe|psvtwe|ajafey|ajapsv|feypsv|azaja|utraz|tweaz|utrtwe|azpsv|aztwe|feyaz|psvfey|twepsv|ajatwe|tweutr|psvaz|twefey|psvutr|feyutr|ajaaz|feyaja|azfey|ajautr|azutr|utraja|utrpsv|utrfey|psvaja|pp12|koninginnedag))\s*(#[a-zA-Z]*)*$'

if htagFinal:
    experiment = experiment[experiment.ttext.str.contains(pattern)]
    htname="FIN"
    print('htagFinal:',htagFinal, 'len:', len(experiment))
elif htagMid:
    htname="NFI"
    experiment = experiment[~experiment.ttext.str.contains(pattern)]
    print('htagMid:',htagFinal, 'len:', len(experiment))
elif htagAll:
    htname="FINandNFI"
    print('No Htag based elimination! Len:', len(experiment))


('No Htag based elimination! Len:', 125406)

In [44]:
trainTTE = experiment[["tmxJoined","time_to_eventhF"]].groupby("tmxJoined").median()
tmxlist = ['vandaag','vanavond','morgen','zondag'] #,'vandaag_12.30','over 2 uur','nog minder dan een uur','in het weekend']
for ttx in tmxlist:
    print(ttx, trainTTE.ix[ttx])


---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
<ipython-input-44-3b52ccf31ba7> in <module>()
      2 tmxlist = ['vandaag','vanavond','morgen','zondag'] #,'vandaag_12.30','over 2 uur','nog minder dan een uur','in het weekend']
      3 for ttx in tmxlist:
----> 4     print(ttx, trainTTE.ix[ttx])

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/indexing.pyc in __getitem__(self, key)
     54             return self._getitem_tuple(key)
     55         else:
---> 56             return self._getitem_axis(key, axis=0)
     57 
     58     def _get_label(self, label, axis=0):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/indexing.pyc in _getitem_axis(self, key, axis)
    756                     return self._get_loc(key, axis=axis)
    757 
--> 758             return self._get_label(key, axis=axis)
    759 
    760     def _getitem_iterable(self, key, axis=0):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/indexing.pyc in _get_label(self, label, axis)
     68             return self.obj._xs(label, axis=axis, copy=False)
     69         except Exception:
---> 70             return self.obj._xs(label, axis=axis, copy=True)
     71 
     72     def _get_loc(self, key, axis=0):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/generic.pyc in xs(self, key, axis, level, copy, drop_level)
   1295                                                       drop_level=drop_level)
   1296         else:
-> 1297             loc = self.index.get_loc(key)
   1298 
   1299             if isinstance(loc, np.ndarray):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/index.pyc in get_loc(self, key)
   1015         loc : int if unique index, possibly slice or mask if not
   1016         """
-> 1017         return self._engine.get_loc(_values_from_object(key))
   1018 
   1019     def get_value(self, series, key):

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/index.so in pandas.index.IndexEngine.get_loc (pandas/index.c:3620)()

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/index.so in pandas.index.IndexEngine.get_loc (pandas/index.c:3498)()

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/hashtable.so in pandas.hashtable.PyObjectHashTable.get_item (pandas/hashtable.c:11324)()

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/hashtable.so in pandas.hashtable.PyObjectHashTable.get_item (pandas/hashtable.c:11277)()

KeyError: 'vandaag'

In [185]:
def stdSummary(g):
    return pd.Series({"stdTTE":g.time_to_eventhF.std(), "lenTTE":len(g)})

stdAndNellekeWDF = experiment.groupby("tmxJoined").apply(stdSummary)
stdAndNellekeWDF.head()
#list(stdAndNellekeWDF[stdAndNellekeWDF.notnull()])[0:5]
stdAndNellekeWDF = stdAndNellekeWDF[(stdAndNellekeWDF.stdTTE.notnull()) & (stdAndNellekeWDF.stdTTE>0)].copy()
#len(stdAndNellekeWDF), len(stdAndNellekeWDF[is_outlier(stdAndNellekeWDF)])
#stdAndNellekeWDF.sort()
#stdAndNellekeWDF.head(), stdAndNellekeWDF.tail()

#stdAndNellekeWDF.head(), stdAndNellekeWDF.tail()
#plt.plot(list(stdAndNellekeWDF)) #.plot()

In [189]:
print(len(stdAndNellekeWDF))
stdAndNellekeWDF = stdAndNellekeWDF.sort("stdTTE")
stdAndNellekeWDF.head(), stdAndNellekeWDF.tail()


6974
Out[189]:
(                               lenTTE    stdTTE
tmxJoined                                      
samenvatting_vorig_gaat             3  0.000000
wint_excelsior                      3  0.000001
hopen_punten_laten_liggen_zat       3  0.000001
dacht_afdankertje_spektakel         3  0.000003
vreemd_gelijkspel_verwachten        3  0.000160

[5 rows x 2 columns],
                lenTTE      stdTTE
tmxJoined                        
zit_kom             2  128.283901
gok_winst           2  128.536496
tribune             2  132.144901
kijken_beetje       2  132.424405
verandert           2  132.922522

[5 rows x 2 columns])

In [226]:
stdAndNellekeWDF.stdTTE.quantile(0.95) #plot()


Out[226]:
64.386044734486589

In [209]:
stdAndNellekeWDF.stdTTE.plot()


Out[209]:
<matplotlib.axes.AxesSubplot at 0x4297aefd0>

In [228]:
print(len(stdAndNellekeWDF[stdAndNellekeWDF.stdTTE < stdAndNellekeWDF.stdTTE.quantile(0.95)]))
stdAndNellekeWDF[stdAndNellekeWDF.stdTTE < stdAndNellekeWDF.stdTTE.quantile(0.975)].plot()


6625
Out[228]:
<matplotlib.axes.AxesSubplot at 0x527adf210>

In [194]:
stdAndNellekeWDF[is_outlier(stdAndNellekeWDF.stdTTE, thresh=1.5)].head(), stdAndNellekeWDF[is_outlier(stdAndNellekeWDF.stdTTE, thresh=1.5)].tail()


Out[194]:
(                  lenTTE    stdTTE
tmxJoined                         
fan                    7  3.964212
staat_bier_koud        3  3.995574
voel_gewoon            2  4.020884
gaan_hopen             2  4.032866
topper_hoort_pro       2  4.036990

[5 rows x 2 columns],
                lenTTE      stdTTE
tmxJoined                        
zit_kom             2  128.283901
gok_winst           2  128.536496
tribune             2  132.144901
kijken_beetje       2  132.424405
verandert           2  132.922522

[5 rows x 2 columns])

In [74]:
#trnSoccTstPP12, trnSoccTstKD12, soccerLOO, allLOO = True, False, False, False
#trnSoccTstPP12, trnSoccTstKD12, soccerLOO, allLOO = False, True, False, False
trnSoccTstPP12, trnSoccTstKD12, soccerLOO, allLOO = False, False, True, False
#trnSoccTstPP12, trnSoccTstKD12, soccerLOO, allLOO = False, False, False, True
#trnSoccTstPP12, trnSoccTstKD12, soccerLOO, allLOO = False, False, False, False
pp12Cross10f = False
kondag12Cross10f = False
soccersCross10f = False
allCross10f = False

 
resultDF = pd.DataFrame()

events_other = ['pp12','kondag12']
eventslist = list(experiment.event.unique())
soccer_events = [e for e in eventslist if e not in events_other]

#useTraining = True # otherwise just rules will be used!
#calcExactRules, calcDynRulesH, calcDynRulesD, useTraining = True, True, True, False # just rules
calcExactRules, calcDynRulesH, calcDynRulesD, useTraining =False, False, False, True # just training
trainFunc = 'median'

if trnSoccTstPP12:# exclude from training: 'kondag12', 
    trainDF = experiment[~experiment.event.isin(events_other)][["tmxJoined","time_to_eventhF"]]
    tstDF = experiment[experiment.event.isin(['pp12'])][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
    resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
    
elif trnSoccTstKD12:# exclude from training: 'pp12', 
    trainDF = experiment[~experiment.event.isin(events_other)][["tmxJoined","time_to_eventhF"]]
    tstDF = experiment[experiment.event.isin(['kondag12'])][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
    resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
    
elif soccerLOO: 
    perEventResult = []
    for i, event in enumerate(soccer_events):
        trainDF = experiment[~experiment.event.isin(events_other+[event])][["tmxJoined","time_to_eventhF"]]
        tstDF = experiment[experiment.event.isin([event])][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE","twID","timexs_long"]]
        tstDF.sort('dt_etime',inplace=True)
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        meanBaseMae = numpy.mean(numpy.abs(tmp_resultDF.meanBaseErr))
        meanBaseRmse = numpy.sqrt(((tmp_resultDF.meanBaseErr)**2).mean())
        medianBaseMae = numpy.mean(numpy.abs(tmp_resultDF.medianBaseErr))
        medianBaseRmse = numpy.sqrt(((tmp_resultDF.medianBaseErr)**2).mean())
        
        winSize = 10
        #winSizeValues = tmp_resultDF['error'][:winSize] #keep original values for first values!
        
        #tmp_resultDF = tmp_resultDF[tmp_resultDF.error.notnull()]
        #tmp_resultDF.error = pd.rolling_mean(tmp_resultDF.error,winSize)
        #tmp_resultDF.error = pd.ewma(tmp_resultDF.error)
        
        #tmp_resultDF['error'][:winSize] = winSizeValues
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print(i, event,'Tw Cnt:', len(tstDF), 'MAE:', round(mae,3), 'RMSE:', round(rmse,3),'meanBaseMae:',round(meanBaseMae,3),\
              'meanBaseRmse:',round(meanBaseRmse,3),'medianBaseMae:',round(medianBaseMae,3),'medianBaseRmse:',round(medianBaseRmse,3))
        perEventResult.append(str(i)+ ', '+event+', Tw Cnt:'+str(len(tstDF))+ ', MAE:'+str(mae)+' RMSE:'+str(rmse))
        
elif allLOO:
    for i, event in enumerate(eventslist):
        trainDF = experiment[~experiment.event.isin([event])][["tmxJoined","time_to_eventhF"]]
        tstDF = experiment[experiment.event.isin([event])][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print(i, event,'Tw Cnt:', len(tstDF), 'MAE:', mae, 'RMSE:', rmse)
elif pp12Cross10f:
    
    pp12DF = experiment[experiment.event.isin(['pp12'])]
    kf = KFold(len(pp12DF.index.values), 10, indices=False)
    pp12DF = pp12DF.reindex(np.random.permutation(pp12DF.index))
    
    for train, test in kf:    
        trainDF = pp12DF[train][["tmxJoined","time_to_eventhF"]]
        tstDF = pp12DF[test][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print("pp12","k-fold",'Tw Cnt:', len(tstDF), 'MAE:', mae, 'RMSE:', rmse)
        
elif kondag12Cross10f:
    kondag12DF = experiment[experiment.event.isin(['kondag12'])]
    kondag12DF = kondag12DF.reindex(np.random.permutation(kondag12DF.index))
    
    kf = KFold(len(kondag12DF.index.values), 10, indices=False)
    
    for train, test in kf:    
        trainDF = kondag12DF[train][["tmxJoined","time_to_eventhF"]]
        tstDF = kondag12DF[test][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print("kondag12","k-fold",'Tw Cnt:', len(tstDF), 'MAE:', mae, 'RMSE:', rmse)
        
elif soccersCross10f:
    soccersDF = experiment[experiment.event.isin(soccer_events)]
    soccersDF = soccersDF.reindex(np.random.permutation(soccersDF.index))
    
    kf = KFold(len(soccersDF.index.values), 10, indices=False)
    
    for train, test in kf:    
        trainDF = soccersDF[train][["tmxJoined","time_to_eventhF"]]
        tstDF = soccersDF[test][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print("soccers","k-fold",'Tw Cnt:', len(tstDF), 'MAE:', mae, 'RMSE:', rmse)
        
elif allCross10f:
    allDF = experiment.copy()
    allDF = allDF.reindex(np.random.permutation(allDF.index))
    
    kf = KFold(len(allDF.index.values), 10, indices=False)
    
    for train, test in kf:    
        trainDF = allDF[train][["tmxJoined","time_to_eventhF"]]
        tstDF = allDF[test][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE"]]
        
        tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
        mae = numpy.mean(numpy.abs(tmp_resultDF.error))
        rmse = numpy.sqrt(((tmp_resultDF.error)**2).mean())
        
        resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        print("all","k-fold",'Tw Cnt:', len(tstDF), 'MAE:', mae, 'RMSE:', rmse)


(0, u'ajapsv_s12', 'Tw Cnt:', 4130, 'MAE:', 15.425, 'RMSE:', 37.347, 'meanBaseMae:', 28.421, 'meanBaseRmse:', 42.037, 'medianBaseMae:', 21.881, 'medianBaseRmse:', 46.184)
(1, u'feyaja_s12', 'Tw Cnt:', 6453, 'MAE:', 14.435, 'RMSE:', 34.065, 'meanBaseMae:', 26.934, 'meanBaseRmse:', 40.08, 'medianBaseMae:', 21.925, 'medianBaseRmse:', 44.248)
(2, u'ajautr_s12', 'Tw Cnt:', 1505, 'MAE:', 9.49, 'RMSE:', 28.0, 'meanBaseMae:', 23.834, 'meanBaseRmse:', 34.254, 'medianBaseMae:', 15.181, 'medianBaseRmse:', 35.834)
(3, u'azaja_s12', 'Tw Cnt:', 1505, 'MAE:', 8.37, 'RMSE:', 22.014, 'meanBaseMae:', 21.566, 'meanBaseRmse:', 27.012, 'medianBaseMae:', 12.535, 'medianBaseRmse:', 27.417)
(4, u'utrpsv_s12', 'Tw Cnt:', 656, 'MAE:', 15.905, 'RMSE:', 38.526, 'meanBaseMae:', 19.387, 'meanBaseRmse:', 25.75, 'medianBaseMae:', 10.257, 'medianBaseRmse:', 25.531)
(5, u'aztwe_s12', 'Tw Cnt:', 830, 'MAE:', 7.208, 'RMSE:', 16.076, 'meanBaseMae:', 19.228, 'meanBaseRmse:', 27.227, 'medianBaseMae:', 11.115, 'medianBaseRmse:', 27.157)
(6, u'psvaz_s12', 'Tw Cnt:', 667, 'MAE:', 9.879, 'RMSE:', 26.351, 'meanBaseMae:', 21.436, 'meanBaseRmse:', 27.24, 'medianBaseMae:', 13.594, 'medianBaseRmse:', 28.497)
(7, u'feyaz_s12', 'Tw Cnt:', 2208, 'MAE:', 17.322, 'RMSE:', 40.958, 'meanBaseMae:', 33.227, 'meanBaseRmse:', 50.547, 'medianBaseMae:', 28.118, 'medianBaseRmse:', 56.072)
(8, u'tweaja_s12', 'Tw Cnt:', 3047, 'MAE:', 14.306, 'RMSE:', 35.824, 'meanBaseMae:', 24.035, 'meanBaseRmse:', 35.511, 'medianBaseMae:', 15.954, 'medianBaseRmse:', 37.7)
(9, u'feyutr_s12', 'Tw Cnt:', 853, 'MAE:', 10.778, 'RMSE:', 26.013, 'meanBaseMae:', 21.827, 'meanBaseRmse:', 29.145, 'medianBaseMae:', 13.888, 'medianBaseRmse:', 31.044)
(10, u'twefey_s12', 'Tw Cnt:', 1477, 'MAE:', 9.603, 'RMSE:', 25.732, 'meanBaseMae:', 22.25, 'meanBaseRmse:', 31.007, 'medianBaseMae:', 14.73, 'medianBaseRmse:', 32.936)
(11, u'psvfey_s12', 'Tw Cnt:', 2871, 'MAE:', 18.859, 'RMSE:', 45.89, 'meanBaseMae:', 33.941, 'meanBaseRmse:', 53.944, 'medianBaseMae:', 28.556, 'medianBaseRmse:', 59.12)
(12, u'tweutr_s12', 'Tw Cnt:', 489, 'MAE:', 10.647, 'RMSE:', 30.317, 'meanBaseMae:', 23.776, 'meanBaseRmse:', 35.472, 'medianBaseMae:', 14.47, 'medianBaseRmse:', 36.975)
(13, u'psvtwe_s12', 'Tw Cnt:', 1553, 'MAE:', 12.192, 'RMSE:', 31.196, 'meanBaseMae:', 24.832, 'meanBaseRmse:', 37.438, 'medianBaseMae:', 18.889, 'medianBaseRmse:', 40.965)
(14, u'utraz_s12', 'Tw Cnt:', 213, 'MAE:', 3.379, 'RMSE:', 7.626, 'meanBaseMae:', 21.268, 'meanBaseRmse:', 28.082, 'medianBaseMae:', 11.473, 'medianBaseRmse:', 28.024)
(15, u'ajaaz_f12', 'Tw Cnt:', 1901, 'MAE:', 12.256, 'RMSE:', 30.6, 'meanBaseMae:', 21.344, 'meanBaseRmse:', 30.358, 'medianBaseMae:', 14.574, 'medianBaseRmse:', 32.409)
(16, u'utrfey_f12', 'Tw Cnt:', 1128, 'MAE:', 8.549, 'RMSE:', 23.178, 'meanBaseMae:', 21.889, 'meanBaseRmse:', 29.921, 'medianBaseMae:', 11.987, 'medianBaseRmse:', 29.922)
(17, u'ajapsv_f12', 'Tw Cnt:', 3603, 'MAE:', 16.596, 'RMSE:', 35.902, 'meanBaseMae:', 23.592, 'meanBaseRmse:', 34.999, 'medianBaseMae:', 19.723, 'medianBaseRmse:', 39.249)
(18, u'utraz_f12', 'Tw Cnt:', 165, 'MAE:', 8.742, 'RMSE:', 22.354, 'meanBaseMae:', 21.888, 'meanBaseRmse:', 28.165, 'medianBaseMae:', 17.32, 'medianBaseRmse:', 31.834)
(19, u'psvtwe_f12', 'Tw Cnt:', 1393, 'MAE:', 16.982, 'RMSE:', 40.842, 'meanBaseMae:', 28.795, 'meanBaseRmse:', 44.937, 'medianBaseMae:', 23.662, 'medianBaseRmse:', 49.487)
(20, u'ajatwe_f12', 'Tw Cnt:', 2133, 'MAE:', 11.279, 'RMSE:', 25.802, 'meanBaseMae:', 20.739, 'meanBaseRmse:', 29.018, 'medianBaseMae:', 15.865, 'medianBaseRmse:', 31.971)
(21, u'ajautr_f12', 'Tw Cnt:', 1004, 'MAE:', 8.831, 'RMSE:', 26.317, 'meanBaseMae:', 26.089, 'meanBaseRmse:', 36.407, 'medianBaseMae:', 18.182, 'medianBaseRmse:', 39.224)
(22, u'tweaz_f12', 'Tw Cnt:', 481, 'MAE:', 8.96, 'RMSE:', 24.651, 'meanBaseMae:', 19.523, 'meanBaseRmse:', 26.092, 'medianBaseMae:', 9.992, 'medianBaseRmse:', 25.685)
(23, u'azfey_f12', 'Tw Cnt:', 857, 'MAE:', 9.631, 'RMSE:', 27.369, 'meanBaseMae:', 26.598, 'meanBaseRmse:', 39.049, 'medianBaseMae:', 19.581, 'medianBaseRmse:', 42.496)
(24, u'feyaja_f12', 'Tw Cnt:', 8480, 'MAE:', 20.128, 'RMSE:', 42.599, 'meanBaseMae:', 29.273, 'meanBaseRmse:', 44.172, 'medianBaseMae:', 26.425, 'medianBaseRmse:', 49.689)
(25, u'psvaz_f12', 'Tw Cnt:', 627, 'MAE:', 6.32, 'RMSE:', 19.738, 'meanBaseMae:', 21.488, 'meanBaseRmse:', 28.683, 'medianBaseMae:', 12.358, 'medianBaseRmse:', 29.322)
(26, u'psvfey_f12', 'Tw Cnt:', 2539, 'MAE:', 18.603, 'RMSE:', 41.727, 'meanBaseMae:', 34.623, 'meanBaseRmse:', 54.19, 'medianBaseMae:', 31.47, 'medianBaseRmse:', 60.152)
(27, u'utrpsv_f12', 'Tw Cnt:', 606, 'MAE:', 8.46, 'RMSE:', 22.329, 'meanBaseMae:', 21.984, 'meanBaseRmse:', 27.869, 'medianBaseMae:', 11.412, 'medianBaseRmse:', 27.498)
(28, u'twefey_f12', 'Tw Cnt:', 1620, 'MAE:', 10.349, 'RMSE:', 26.083, 'meanBaseMae:', 20.686, 'meanBaseRmse:', 27.835, 'medianBaseMae:', 12.288, 'medianBaseRmse:', 28.498)
(29, u'utrtwe_f12', 'Tw Cnt:', 342, 'MAE:', 12.512, 'RMSE:', 33.565, 'meanBaseMae:', 28.17, 'meanBaseRmse:', 41.955, 'medianBaseMae:', 23.925, 'medianBaseRmse:', 46.812)
(30, u'ajaaz_s11', 'Tw Cnt:', 1060, 'MAE:', 6.552, 'RMSE:', 19.131, 'meanBaseMae:', 21.158, 'meanBaseRmse:', 27.21, 'medianBaseMae:', 11.561, 'medianBaseRmse:', 27.267)
(31, u'ajafey_s11', 'Tw Cnt:', 4429, 'MAE:', 8.585, 'RMSE:', 22.199, 'meanBaseMae:', 19.548, 'meanBaseRmse:', 25.72, 'medianBaseMae:', 9.6, 'medianBaseRmse:', 24.575)
(32, u'utraja_s11', 'Tw Cnt:', 1104, 'MAE:', 9.401, 'RMSE:', 24.474, 'meanBaseMae:', 22.305, 'meanBaseRmse:', 29.675, 'medianBaseMae:', 13.625, 'medianBaseRmse:', 30.424)
(33, u'ajatwe_s11', 'Tw Cnt:', 22434, 'MAE:', 19.105, 'RMSE:', 45.431, 'meanBaseMae:', 27.644, 'meanBaseRmse:', 43.733, 'medianBaseMae:', 22.541, 'medianBaseRmse:', 48.002)
(34, u'utraz_s11', 'Tw Cnt:', 255, 'MAE:', 8.669, 'RMSE:', 23.994, 'meanBaseMae:', 23.112, 'meanBaseRmse:', 30.897, 'medianBaseMae:', 17.482, 'medianBaseRmse:', 34.523)
(35, u'azpsv_s11', 'Tw Cnt:', 325, 'MAE:', 10.013, 'RMSE:', 29.931, 'meanBaseMae:', 20.801, 'meanBaseRmse:', 28.154, 'medianBaseMae:', 10.16, 'medianBaseRmse:', 27.013)
(36, u'aztwe_s11', 'Tw Cnt:', 529, 'MAE:', 4.537, 'RMSE:', 14.663, 'meanBaseMae:', 22.039, 'meanBaseRmse:', 29.97, 'medianBaseMae:', 10.978, 'medianBaseRmse:', 29.315)
(37, u'psvaja_s11', 'Tw Cnt:', 4231, 'MAE:', 6.981, 'RMSE:', 22.432, 'meanBaseMae:', 21.759, 'meanBaseRmse:', 28.706, 'medianBaseMae:', 9.784, 'medianBaseRmse:', 27.032)
(38, u'feyaz_s11', 'Tw Cnt:', 625, 'MAE:', 8.613, 'RMSE:', 20.074, 'meanBaseMae:', 21.732, 'meanBaseRmse:', 31.703, 'medianBaseMae:', 13.425, 'medianBaseRmse:', 32.976)
(39, u'twepsv_s11', 'Tw Cnt:', 2392, 'MAE:', 10.768, 'RMSE:', 24.818, 'meanBaseMae:', 21.662, 'meanBaseRmse:', 29.082, 'medianBaseMae:', 14.062, 'medianBaseRmse:', 30.554)
(40, u'utrfey_s11', 'Tw Cnt:', 421, 'MAE:', 11.656, 'RMSE:', 35.526, 'meanBaseMae:', 25.197, 'meanBaseRmse:', 36.837, 'medianBaseMae:', 16.58, 'medianBaseRmse:', 39.092)
(41, u'feypsv_s11', 'Tw Cnt:', 2470, 'MAE:', 11.96, 'RMSE:', 32.334, 'meanBaseMae:', 27.607, 'meanBaseRmse:', 40.762, 'medianBaseMae:', 18.695, 'medianBaseRmse:', 43.45)
(42, u'psvutr_s11', 'Tw Cnt:', 396, 'MAE:', 10.641, 'RMSE:', 31.506, 'meanBaseMae:', 20.766, 'meanBaseRmse:', 28.361, 'medianBaseMae:', 10.423, 'medianBaseRmse:', 27.566)
(43, u'twefey_s11', 'Tw Cnt:', 742, 'MAE:', 11.023, 'RMSE:', 32.832, 'meanBaseMae:', 23.908, 'meanBaseRmse:', 35.443, 'medianBaseMae:', 13.888, 'medianBaseRmse:', 36.339)
(44, u'utrtwe_s11', 'Tw Cnt:', 649, 'MAE:', 9.65, 'RMSE:', 27.598, 'meanBaseMae:', 18.878, 'meanBaseRmse:', 24.916, 'medianBaseMae:', 9.047, 'medianBaseRmse:', 23.138)
(45, u'ajaaz_f11', 'Tw Cnt:', 1632, 'MAE:', 5.348, 'RMSE:', 17.353, 'meanBaseMae:', 20.327, 'meanBaseRmse:', 26.981, 'medianBaseMae:', 10.172, 'medianBaseRmse:', 25.948)
(46, u'psvutr_f11', 'Tw Cnt:', 648, 'MAE:', 9.772, 'RMSE:', 25.915, 'meanBaseMae:', 23.923, 'meanBaseRmse:', 33.989, 'medianBaseMae:', 15.708, 'medianBaseRmse:', 36.158)
(47, u'ajafey_f11', 'Tw Cnt:', 7220, 'MAE:', 11.124, 'RMSE:', 29.876, 'meanBaseMae:', 23.479, 'meanBaseRmse:', 33.54, 'medianBaseMae:', 15.415, 'medianBaseRmse:', 35.15)
(48, u'twepsv_f11', 'Tw Cnt:', 1849, 'MAE:', 8.67, 'RMSE:', 24.152, 'meanBaseMae:', 20.249, 'meanBaseRmse:', 27.763, 'medianBaseMae:', 14.879, 'medianBaseRmse:', 30.196)
(49, u'ajatwe_f11', 'Tw Cnt:', 2781, 'MAE:', 8.211, 'RMSE:', 22.901, 'meanBaseMae:', 20.65, 'meanBaseRmse:', 27.686, 'medianBaseMae:', 11.254, 'medianBaseRmse:', 27.647)
(50, u'psvaja_f11', 'Tw Cnt:', 4209, 'MAE:', 9.486, 'RMSE:', 27.417, 'meanBaseMae:', 23.461, 'meanBaseRmse:', 33.099, 'medianBaseMae:', 14.386, 'medianBaseRmse:', 34.173)
(51, u'azfey_f11', 'Tw Cnt:', 169, 'MAE:', 43.548, 'RMSE:', 64.584, 'meanBaseMae:', 34.041, 'meanBaseRmse:', 56.08, 'medianBaseMae:', 46.824, 'medianBaseRmse:', 66.41)
(52, u'azpsv_f11', 'Tw Cnt:', 842, 'MAE:', 8.154, 'RMSE:', 24.677, 'meanBaseMae:', 22.379, 'meanBaseRmse:', 28.604, 'medianBaseMae:', 10.421, 'medianBaseRmse:', 26.911)
(53, u'tweaz_f11', 'Tw Cnt:', 730, 'MAE:', 7.643, 'RMSE:', 20.199, 'meanBaseMae:', 22.026, 'meanBaseRmse:', 28.785, 'medianBaseMae:', 12.96, 'medianBaseRmse:', 29.401)
(54, u'azutr_f11', 'Tw Cnt:', 205, 'MAE:', 10.691, 'RMSE:', 22.98, 'meanBaseMae:', 18.725, 'meanBaseRmse:', 23.076, 'medianBaseMae:', 11.449, 'medianBaseRmse:', 23.483)
(55, u'feypsv_f11', 'Tw Cnt:', 3379, 'MAE:', 11.43, 'RMSE:', 30.578, 'meanBaseMae:', 26.907, 'meanBaseRmse:', 39.132, 'medianBaseMae:', 20.249, 'medianBaseRmse:', 42.709)
(56, u'utrtwe_f11', 'Tw Cnt:', 418, 'MAE:', 10.344, 'RMSE:', 33.016, 'meanBaseMae:', 21.859, 'meanBaseRmse:', 31.3, 'medianBaseMae:', 12.054, 'medianBaseRmse:', 31.654)
(57, u'feytwe_f11', 'Tw Cnt:', 1759, 'MAE:', 9.216, 'RMSE:', 23.958, 'meanBaseMae:', 23.244, 'meanBaseRmse:', 32.9, 'medianBaseMae:', 15.659, 'medianBaseRmse:', 35.256)
(58, u'utraja_f11', 'Tw Cnt:', 1292, 'MAE:', 8.513, 'RMSE:', 27.222, 'meanBaseMae:', 22.854, 'meanBaseRmse:', 31.457, 'medianBaseMae:', 12.979, 'medianBaseRmse:', 31.819)
(59, u'utrfey_f11', 'Tw Cnt:', 875, 'MAE:', 10.297, 'RMSE:', 29.414, 'meanBaseMae:', 22.873, 'meanBaseRmse:', 33.148, 'medianBaseMae:', 13.401, 'medianBaseRmse:', 34.112)

In [64]:
for winType in ['boxcar','triang','blackman','hamming','bartlett','parzen','bohman','blackmanharris','nuttall','barthann']:
    for winSize in range(1,31):
        resultDF = pd.DataFrame()
        for i, event in enumerate(soccer_events):
            trainDF = experiment[~experiment.event.isin(events_other+[event])][["tmxJoined","time_to_eventhF"]]
            tstDF = experiment[experiment.event.isin([event])][['dt_etime', 'event', 'ttext', 'tmxJoined', 'time_to_eventh', 'time_to_eventhF', "sumTmx","meanTTE","twID","timexs_long"]]
            tstDF.sort('dt_etime',inplace=True)
            
            tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
            
            #df['percent_wa3'].fillna(df['percent'], inplace=True)
            winSizeValues = tmp_resultDF['error'][:winSize] #keep original values for first values!
            tmp_resultDF = tmp_resultDF[tmp_resultDF.error.notnull()]
            tmp_resultDF.error = pd.rolling_window(tmp_resultDF.error,winSize, winType)
            #tmp_resultDF.error = pd.rolling_median(tmp_resultDF.error,winSize)
            tmp_resultDF['error'][:winSize] = winSizeValues
            
            resultDF=pd.concat([tmp_resultDF, resultDF], ignore_index=True)
        
        mae = numpy.mean(numpy.abs(resultDF.error))
        rmse = numpy.sqrt(((resultDF.error)**2).mean())
        print("Train:", trainFunc, 'Win Size:',winSize, 'wintype', winType, 'Estim Cnt:', resultDF.error.count(), 'MAE:', mae, 'RMSE:', rmse)


('Train:', 'median', 'Win Size:', 1, 'wintype', 'boxcar', 'Estim Cnt:', 66120, 'MAE:', 15.314540231985649, 'RMSE:', 36.246256636087921)
('Train:', 'median', 'Win Size:', 2, 'wintype', 'boxcar', 'Estim Cnt:', 66096, 'MAE:', 14.678327364532015, 'RMSE:', 32.49569755814364)
---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-64-ef319ab38561> in <module>()
      7             tstDF.sort('dt_etime',inplace=True)
      8 
----> 9             tmp_resultDF, mae, rmse = run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
     10 
     11             #df['percent_wa3'].fillna(df['percent'], inplace=True)

<ipython-input-23-68b92170473e> in run_experiment(trainDF, tstDF, useTraining, calcExactRules, calcDynRulesH, calcDynRulesD, trainFunc)
     13 
     14     if useTraining:
---> 15         tstDF=tstDF.merge(trainDF, how='left', on='tmxJoined') #get the mean estimations from the trainDF
     16         tstDF.rename(columns={'time_to_eventhF_x': 'time_to_eventhF', 'time_to_eventhF_y': 'estimation'},                        inplace=True)
     17         tstDF['EstimationType'][tstDF.estimation.notnull()] = 'trainingEstimation'

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/core/frame.pyc in merge(self, right, how, on, left_on, right_on, left_index, right_index, sort, suffixes, copy)
   3630                      left_on=left_on, right_on=right_on,
   3631                      left_index=left_index, right_index=right_index, sort=sort,
-> 3632                      suffixes=suffixes, copy=copy)
   3633 
   3634     #----------------------------------------------------------------------

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/tools/merge.pyc in merge(left, right, how, on, left_on, right_on, left_index, right_index, sort, suffixes, copy)
     38                          right_index=right_index, sort=sort, suffixes=suffixes,
     39                          copy=copy)
---> 40     return op.get_result()
     41 if __debug__:
     42     merge.__doc__ = _merge_doc % '\nleft : DataFrame'

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/tools/merge.pyc in get_result(self)
    184 
    185     def get_result(self):
--> 186         join_index, left_indexer, right_indexer = self._get_join_info()
    187 
    188         # this is a bit kludgy

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/tools/merge.pyc in _get_join_info(self)
    264              right_indexer) = _get_join_indexers(self.left_join_keys,
    265                                                  self.right_join_keys,
--> 266                                                  sort=self.sort, how=self.how)
    267 
    268             if self.right_index:

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/tools/merge.pyc in _get_join_indexers(left_keys, right_keys, sort, how)
    441 
    442     for lk, rk in zip(left_keys, right_keys):
--> 443         llab, rlab, count = _factorize_keys(lk, rk, sort=sort)
    444 
    445         left_labels.append(llab)

/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/tools/merge.pyc in _factorize_keys(lk, rk, sort)
    597 
    598     llab = rizer.factorize(lk)
--> 599     rlab = rizer.factorize(rk)
    600 
    601     count = rizer.get_count()

KeyboardInterrupt: 


In [75]:
# Print results to relevant files with proper file names!
filename=htname+'-'+trainFunc
if useTraining:
    filename += '-Basic'
if calcExactRules:
    filename += '-Exact'
if calcDynRulesD and calcDynRulesH:
    filename += '-Dyn'

# resultDF.fillna(9999).to_csv("../timexNelleke/EACL-LASM-DATA/resultsPerTweet-"+filename+".txt",sep='\t', encoding='utf-8', 
#                              cols=["twID", "timexs_long", "tmxJoined","estimation", "error", "EstimationType"], index=False)

# writelinelist("../timexNelleke/EACL-LASM-DATA/resultsPerEvent-"+filename+'.txt',perEventResult)
# writelinelist("../timexNelleke/EACL-LASM-DATA/resultsPerEvent-"+filename+'.txt',perEventResult)
mae = numpy.mean(numpy.abs(resultDF.error))
rmse = numpy.sqrt(((resultDF.error)**2).mean())
meanBaseMae = numpy.mean(numpy.abs(resultDF.meanBaseErr))
meanBaseRmse = numpy.sqrt(((resultDF.meanBaseErr)**2).mean())
medianBaseMae = numpy.mean(numpy.abs(resultDF.medianBaseErr))
medianBaseRmse = numpy.sqrt(((resultDF.medianBaseErr)**2).mean())

print('Overall averaged  results:')
print("Train:", trainFunc, 'Win Size:', winSize, 'Estim Cnt:', resultDF.error.count(),  'MAE:', round(mae,3), 'RMSE:', round(rmse,3),'meanBaseMae:',round(meanBaseMae,3),\
              'meanBaseRmse:',round(meanBaseRmse,3),'medianBaseMae:',round(medianBaseMae,3),'medianBaseRmse:',round(medianBaseRmse,3))

# perEventResult.append('\nOverall averaged  results:')
# perEventResult.append("Train:"+trainFunc+ ', Estim Cnt:'+str(resultDF.error.count())+', MAE:'+str(mae))
writelinelist("../timexNelleke/20140310resultsPerEvent-"+filename+'.txt',perEventResult)


Overall averaged  results:
('Train:', 'median', 'Win Size:', 10, 'Estim Cnt:', 37845, 'MAE:', 13.154, 'RMSE:', 33.695, 'meanBaseMae:', 25.157, 'meanBaseRmse:', 37.64, 'medianBaseMae:', 18.29, 'medianBaseRmse:', 40.635)

In [87]:
def resDFsummary(g):
    return pd.Series({'meanErr':g.estimation.std(), 'occCount':len(g)})
    
summaryResDF = resultDF.groupby("tmxJoined").apply(resDFsummary)
summaryResDF.head(2)


Out[87]:
meanErr occCount
tmxJoined
aai_clubliefde NaN 1
aai_gewoon_kijken NaN 1

2 rows × 2 columns


In [ ]:
resultDF0 = resultDF

In [82]:
myFeat = []
for wN in wordsNelleke:
    for allFeat in list(summaryResDF.index):
        if wN in allFeat:
            myFeat.append(allFeat)

In [95]:
#summaryResDF.ix[myFeat][(summaryResDF.meanErr.notnull())]
len(myFeat)


Out[95]:
302818

In [96]:
summaryResDF.ix[myFeat][(summaryResDF.meanErr.notnull()) & (summaryResDF.meanErr>24)].sort("meanErr", ascending=True).plot()


Out[96]:
<matplotlib.axes.AxesSubplot at 0x87acf210>

In [593]:
# mean and baseline calculated over the set which does not include the retweets
# baseline estimations use these values. For every configuration, the tweets which has 
print(len(resultDF.error))
print(len(resultDF[resultDF.error.notnull()]["error"])) #.head() #.count()
resultDF = resultDF[resultDF.error.notnull()] # get just the ones which get estimations
resultDF["meanBaseLine"] = numpy.abs(resultDF.time_to_eventhF - meanTw)
resultDF["medianBaseLine"] = numpy.abs(resultDF.time_to_eventhF - medianTw)
resultDF.meanBaseLine.head()
print(resultDF.meanBaseLine.mean(), resultDF.medianBaseLine.mean())


69741
62690
(26.630910108824676, 20.27204708796372)

In [535]:
print(len(resultDF))
print(resultDF.error.count())
print(len(resultDF[resultDF.error.isnull()]))


69235
62442
6793

In [563]:
tmxlist = ['vandaag', 'vanavond','morgen', 'zondag', 'vandaag_12.30','om 16.30', 'over 2 uur', 'nog minder dan een uur']

for ttx in tmxlist:
    #for the mean TTE
    print( ttx, resultDFHtagEndMean[resultDFHtagEndMean.tmxJoined == ttx].meanTTE.head(1)) 
    #for the median TTE
    #print( ttx, resultDFHtagEndMedian[resultDFHtagEndMedian.tmxJoined == ttx].meanTTE.head(1))


('vandaag', 107   -5.630907
Name: meanTTE, dtype: float64)
('vanavond', 680   -8.405453
Name: meanTTE, dtype: float64)
('morgen', 70   -20.359729
Name: meanTTE, dtype: float64)
('zondag', 26   -72.995488
Name: meanTTE, dtype: float64)
('vandaag_12.30', 3957   -2.900648
Name: meanTTE, dtype: float64)
('om 16.30', 28433   -1.287731
Name: meanTTE, dtype: float64)
('over 2 uur', 1933   -6.782418
Name: meanTTE, dtype: float64)
('nog minder dan een uur', 8464   -21.434757
Name: meanTTE, dtype: float64)

In [543]:
resultDFHtagAllMedianNoCupErrors = resultDF.copy()
len(resultDFHtagAllMedianNoCupErrors["error"][resultDFHtagAllMedianNoCupErrors.error.isnull()])
resultDFHtagAllMedianNoCupErrors["error"][resultDFHtagAllMedianNoCupErrors.error.isnull()] = 9999
len(resultDFHtagAllMedianNoCupErrors[resultDFHtagAllMedianNoCupErrors.error == 9999])#.head()
#resultDFHtagAllMedianNoCupErrors["error"][resultDFHtagAllMedianNoCupErrors.error.isnull()].head()
# resultDFHtagAllMedianNoCupErrors["error"][resultDFHtagAllMedianNoCupErrors.error.isnull()] = 9999

resultDFHtagAllMedianNoCupErrors["intError"] = resultDFHtagAllMedianNoCupErrors.error.astype(int)
# resultDFHtagAllMedianNoCupErrors.head()
sort(resultDFHtagAllMedianNoCupErrors.groupby("intError")["intError"].size())
# intErrGroups = resultDFHtagAllMedianNoCupErrors.groupby("intError")["intError"].size()
# print(intErrGroups/len(resultDFHtagAllMedianNoCupErrors))
# intErrGroups.head()
# print(len(resultDFHtagAllMedianNoCupErrors))
# resultDFHtagAllMedianNoCupErrors.error.count()


Out[543]:
intError
-191        1
 128        1
 129        1
 134        1
 135        1
-156        1
 136        1
-154        1
 137        1
 138        1
-151        1
 141        1
 144        1
 145        1
 148        1
...
 8            632
 7            802
-4            955
 6            972
 5           1214
-5           1328
-3           1379
 4           1549
-2           1720
 3           2094
-1           4410
 1           4444
 9999        6793
 2           7963
 0          20883
Length: 323, dtype: int64

In [485]:
print("range:0")
print(resultDFHtagEndMedian[resultDFHtagEndMedian.time_to_eventh == 0]["error"].mean())
print(resultDFHtagAllMedian[resultDFHtagAllMedian.time_to_eventh == 0]["error"].mean())
print(resultDFHtagMidMedian[resultDFHtagMidMedian.time_to_eventh == 0]["error"].mean())
print(resultDFHtagAllMean[resultDFHtagAllMean.time_to_eventh == 0]["error"].mean())
print(resultDFHtagAllMedianNoCup[resultDFHtagAllMedianNoCup.time_to_eventh == 0]["error"].mean())
print("range:1-4")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < 0) & (resultDFHtagEndMedian.time_to_eventh > -5)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < 0) & (resultDFHtagAllMedian.time_to_eventh > -5)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < 0) & (resultDFHtagMidMedian.time_to_eventh > -5)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < 0) & (resultDFHtagAllMean.time_to_eventh > -5)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < 0) & (resultDFHtagAllMedianNoCup.time_to_eventh > -5)]["error"].mean())
print("range:5-8")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -4) & (resultDFHtagEndMedian.time_to_eventh > -9)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -4) & (resultDFHtagAllMedian.time_to_eventh > -9)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -4) & (resultDFHtagMidMedian.time_to_eventh > -9)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -4) & (resultDFHtagAllMean.time_to_eventh > -9)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -4) & (resultDFHtagAllMedianNoCup.time_to_eventh > -9)]["error"].mean())
print("range:9-12")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -8) & (resultDFHtagEndMedian.time_to_eventh > -13)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -8) & (resultDFHtagAllMedian.time_to_eventh > -13)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -8) & (resultDFHtagMidMedian.time_to_eventh > -13)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -8) & (resultDFHtagAllMean.time_to_eventh > -13)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -8) & (resultDFHtagAllMedianNoCup.time_to_eventh > -13)]["error"].mean())

print("range:13-24")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -12) & (resultDFHtagEndMedian.time_to_eventh > -25)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -12) & (resultDFHtagAllMedian.time_to_eventh > -25)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -12) & (resultDFHtagMidMedian.time_to_eventh > -25)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -12) & (resultDFHtagAllMean.time_to_eventh > -25)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -12) & (resultDFHtagAllMedianNoCup.time_to_eventh > -25)]["error"].mean())

print("range:25-48")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -24) & (resultDFHtagEndMedian.time_to_eventh > -49)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -24) & (resultDFHtagAllMedian.time_to_eventh > -49)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -24) & (resultDFHtagMidMedian.time_to_eventh > -49)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -24) & (resultDFHtagAllMean.time_to_eventh > -49)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -24) & (resultDFHtagAllMedianNoCup.time_to_eventh > -49)]["error"].mean())

# print("range:48-72")
# print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -48) & (resultDFHtagEndMedian.time_to_eventh > -73)]["error"].mean())
# print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -48) & (resultDFHtagAllMedian.time_to_eventh > -73)]["error"].mean())
# print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -48) & (resultDFHtagMidMedian.time_to_eventh > -73)]["error"].mean())
# print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -48) & (resultDFHtagAllMean.time_to_eventh > -73)]["error"].mean())
# print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -48) & (resultDFHtagAllMedianNoCup.time_to_eventh > -73)]["error"].mean())

print("range:48-96")
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < -48) & (resultDFHtagEndMedian.time_to_eventh > -97)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < -48) & (resultDFHtagAllMedian.time_to_eventh > -97)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < -48) & (resultDFHtagMidMedian.time_to_eventh > -97)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < -48) & (resultDFHtagAllMean.time_to_eventh > -97)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < -48) & (resultDFHtagAllMedianNoCup.time_to_eventh > -97)]["error"].mean())

print("range:96-145")
rangemin = -96
rangemax = -145
print(resultDFHtagEndMedian[(resultDFHtagEndMedian.time_to_eventh < rangemin) & (resultDFHtagEndMedian.time_to_eventh > rangemax)]["error"].mean())
print(resultDFHtagAllMedian[(resultDFHtagAllMedian.time_to_eventh < rangemin) & (resultDFHtagAllMedian.time_to_eventh >rangemax)]["error"].mean())
print(resultDFHtagMidMedian[(resultDFHtagMidMedian.time_to_eventh < rangemin) & (resultDFHtagMidMedian.time_to_eventh > rangemax)]["error"].mean())
print(resultDFHtagAllMean[(resultDFHtagAllMean.time_to_eventh < rangemin) & (resultDFHtagAllMean.time_to_eventh > rangemax)]["error"].mean())
print(resultDFHtagAllMedianNoCup[(resultDFHtagAllMedianNoCup.time_to_eventh < rangemin) & (resultDFHtagAllMedianNoCup.time_to_eventh > rangemax)]["error"].mean())


print("range:>72")
print(resultDFHtagEndMedian[resultDFHtagEndMedian.time_to_eventh < rangemax]["error"].mean())
print(resultDFHtagAllMedian[resultDFHtagAllMedian.time_to_eventh < rangemax]["error"].mean())
print(resultDFHtagMidMedian[resultDFHtagMidMedian.time_to_eventh < rangemax]["error"].mean())
print(resultDFHtagAllMean[resultDFHtagAllMean.time_to_eventh < rangemax]["error"].mean())
print(resultDFHtagAllMedianNoCup[resultDFHtagAllMedianNoCup.time_to_eventh < rangemax]["error"].mean())


range:0
2.58327900636
8.51483670076
3.07947589214
5.75148831904
8.54285169357
range:1-4
2.38771900488
8.71981686042
2.64398705941
4.1663971583
10.1068070031
range:5-8
3.02088429376
8.94586947935
3.08026300236
3.49695671015
5.92195303721
range:9-12
5.20470342036
6.57585947805
5.47512226467
5.50392506551
5.74798815197
range:13-24
5.63623337122
6.09126587302
5.54766950879
5.59017865071
8.29547565865
range:25-48
13.1446042138
5.81983780405
15.595726703
12.4690844686
7.56045440571
range:48-96
17.2011748264
6.93820716795
20.7274293059
16.2739271964
8.40065484706
range:96-145
30.3898884992
6.97830689509
41.1890309999
32.4421011181
9.02446555676
range:>72
55.4535755941
9.41395950704
70.0803732882
58.9388481737
10.336643898

In [437]:
txfreqCount = Counter()
for ttx in resultDFHtagAllMedian.tmxJoined: # count different tmxs which occur in all tweets
    for tx in ttx.split('_'):
        txfreqCount[tx] += 1 
for tx, freq in txfreqCount.most_common():
    print(tx, freq)

In [609]:
allResDF = pd.DataFrame(index=range(0, -192, -1))
allResDF.index.name = "Time to Event"

allResDF["Mean Baseline"] = numpy.abs(resultDFHtagAllMedian.groupby("time_to_eventh")["time_to_eventhF"].mean() - meanTw)
allResDF["Median Baseline"] = numpy.abs(resultDFHtagAllMedian.groupby("time_to_eventh")["time_to_eventhF"].mean() - medianTw)

resultDFHtagAllMedian["error"] = numpy.abs(resultDFHtagAllMedian.error)
resultDFHtagAllMedianNoCup["error"] = numpy.abs(resultDFHtagAllMedianNoCup.error)
resultDFHtagAllMean["error"] = numpy.abs(resultDFHtagAllMean.error)
resultDFHtagAllMeanNoCup["error"] = numpy.abs(resultDFHtagAllMeanNoCup.error)

allResDF['Mean Train'] = resultDFHtagAllMean.groupby("time_to_eventh")["error"].mean()
allResDF['Median Train'] = resultDFHtagAllMedian.groupby("time_to_eventh")["error"].mean()
#allResDF['HtagAllAbsErrorTrnMedianNoCup'] = resultDFHtagAllMedianNoCup.groupby("time_to_eventh")["error"].mean()
#allResDF['HtagAllAbsErrorTrnMeanNoCup'] = resultDFHtagAllMeanNoCup.groupby("time_to_eventh")["error"].mean()

#allResDF.plot(linewidth=2)
mystyles = ['k:', 'r-.', 'b--','g-']
mylegends = ["r","f","k","z"]

fig, ax = plt.subplots()
for col, style, legs in zip(allResDF.columns, mystyles, mylegends):
    allResDF[col].plot(style=style, ax=ax, legend=legs)

plt.xlabel('hours before an event', fontsize=13) #, fontweight='bold')
plt.ylabel("mean absolute error", fontsize=13) #, fontweight='bold')
#plt.figlegend(labels, loc = 'lower center', ncol=5, labelspacing=0. )

fig = plt.gcf()
fig.savefig("../timexNelleke/20140204-2-resultsFigTrnMeanAndMedian")



In [611]:
allResDF.plot(style=mystyles, ax=ax, legend=legs)


Out[611]:
<matplotlib.axes.AxesSubplot at 0x921d4b50>

In [555]:
allResDF = pd.DataFrame(index=range(0, -192, -1))
allResDF.index.name = 'Time to Event'

allResDF["Mean Baseline"] = numpy.abs(resultDFHtagAllMedian.groupby("time_to_eventh")["time_to_eventhF"].mean() - meanTw)
allResDF["Median Baseline"] = numpy.abs(resultDFHtagAllMedian.groupby("time_to_eventh")["time_to_eventhF"].mean() - medianTw)


resultDFHtagEndMedian["error"] = numpy.abs(resultDFHtagEndMedian.error)
resultDFHtagMidMedian["error"] = numpy.abs(resultDFHtagMidMedian.error)
resultDFHtagAllMean["error"] = numpy.abs(resultDFHtagAllMean.error)
resultDFHtagAllMedian["error"] = numpy.abs(resultDFHtagAllMedian.error)
allResDF['FIN'] = resultDFHtagEndMedian.groupby("time_to_eventh")["error"].mean()
allResDF['NFI'] = resultDFHtagMidMedian.groupby("time_to_eventh")["error"].mean()
allResDF['NFI'] = resultDFHtagMidMedian.groupby("time_to_eventh")["error"].mean()
#allResDF['HtagAllAbsError'] = resultDFHtagAllMean.groupby("time_to_eventh")["error"].mean()
#plt.ylabel("abolute error", fontsize=13)
allResDF.plot()
savefig("../timexNelleke/20140203-resultsFigTrnMedian")
allResDF.head()


Out[555]:
Mean Baseline Median Baseline FIN NFI
Time to Event
0 22.205823 3.115823 2.583279 3.079476
-1 21.136942 2.046942 2.118577 2.964339
-2 20.120604 1.030604 2.519446 2.492307
-3 19.130595 0.040595 2.579342 2.332318
-4 18.138317 0.951683 2.425614 2.688423

In [127]:
events8dbefats11endH["meanTTEint"] = events8dbefats11endH.meanTTE.astype(int)
events8dbefats11endH.to_csv('../timexNelleke/20140117-meanTTE8dBefAllEventsNoRTHTagMiddle2', index=False, encoding='utf-8', cols=['dt_etime', 'event', 'ttext', 'tmxcount_long', 'timexs_long', 'tmxJoined', 'time_to_eventh', "sumTmx","meanTTEint"], sep='\t')

Run the time expression mean values on the rest of the Data


In [110]:
timex_tweets = events8dbef.ttext.str.contains(timex_ptrn, case= False)
events8dbefTimexTw = events8dbef[timex_tweets]

In [613]:
for w in ['de', 'het', 'kaartje', 'straks', 'kaartjes', 'ticket', 'tickets', 'morgen']:
    twordexist = [1 if w in r else 0 for r in events8dbef.ttextlist]
    #twordcount = [len(r.split(' ')) for r in mytable.ttext]
    events8dbef[w] = twordexist
events8dbef.head(1)


Out[613]:
dt_etime event user ttext ttextlist time_to_event de het kaartje straks kaartjes ticket tickets morgen
311 2012-03-17 21:52:23 ajapsv_s12 centralpoint_nl @jackvermonden morgen bij #adoaja wel borden v... [@jackvermonden, morgen, bij, #adoaja, wel, bo... 7 days, 18:37:37 0 0 0 0 0 0 0 1

In [231]:
plt.ylim((0,25000))
plt.xlabel('hours before an event', fontsize=13) #, fontweight='bold')
plt.ylabel("tweet count", fontsize=13) #, fontweight='bold')
experiment.groupby('time_to_eventh').size().plot(linewidth=2)
plt.xlabel('hours before an event', fontsize=13) #, fontweight='bold')
plt.ylabel("tweet count", fontsize=13) #, fontweight='bold')

fig = plt.gcf()
fig.savefig('tweetCountRelativeToevent')



In [245]:
numpy.sqrt([0.125])


Out[245]:
array([ 0.35355339])

In [233]:
dagTweets = experiment[experiment.ttext.str.contains(" dag ")]["ttext"].copy()

In [237]:
dagTweets2 = list(dagTweets)

In [243]:
dagTweets2[:500]


Out[243]:
[u'dag dag ajax zondag pieter vink gaat fluiten ofterwijl psv gefeliciteerd met overwinning ;) #ajapsv #vink',
 u'ik denk zondag mooie ajax dag #a1innextgenseries en #ajapsv',
 u'zondag top dag voor ajax eerst ajax a 1 winnaar inter a 1 olimpique a 1 en daarna ajax psv #ajax #ajapsv',
 u'en ook dit beloofd weer een #mooie dag te worden :d zondag gaan we weer naar ons mooie #mokum voor #ajapsv',
 u'ik ga me elke dag meer verheugen op de dag van de waarheid #zondag #ajax #boeren #ajapsv',
 u'weer n dag dichter bij de zondag #ajapsv',
 u'klaar met werken morgen laatste dag stage daarna werken zaterdag voetbal daarna werken en zondag #ajapsv',
 u'gm followers gisteren genoten van een vrije dag en nu 100 % focus op zondag #ajapsv & amp 8 apr de beker finale #psvher in de kuip',
 u'jongens ik krijg met de dag meer zin in #ajapsv',
 u'als je goede vrienden bent hoef je niet elke dag met elkaar aan de telefoon te zitten frank de boer over cocu #ajapsv',
 u'deze week maar \xe9\xe9n dag weekend maar wat voor een #ajax #ajapsv #kampioen #kaossss #31 #opnaardevierde #tifosi #witroodwit #14',
 u'deze week maar \xe9\xe9n dag weekend maar wat voor een #ajax #ajapsv #kampioen #kaossss #31 #opnaardevierde #tifosi #witroodwit #14',
 u'nog 1 dag te gaan till d-day #ajapsv',
 u'@_3trois3_ he kom anders zon dag 11 uur naar mij gaan we eerst chille en dan ajapsv kijken',
 u'het liefste zou ik deze dag overslaan en zondagmorgen wakker worden #ajapsv',
 u'@stefke040 het liefste zou ik deze dag overslaan en zondagmorgen wakker worden #ajapsv',
 u'@ajaxfanzonenl ook goedemorgen op naar een mooi weekend voor ons aller ajax morgen is het onze dag #ajax #ajapsv',
 u'weer een gunstige uitslag nu hopen dat morgen een mooie dag word #ttn #nextgen #ajapsv',
 u'morgen heerlijke dag mokum met zoonlief jesse eerst sbux the bank dan kroeg en op naar #ajapsv',
 u'@mauriceyannick lekker slapen knuoll morgen is de dag #ajapsv',
 u'aan het eind van deze dag staat mijn club sws 2e; #matchday #ajapsv #azrkc',
 u'ff goed geleerd voor #toetsweek geschiedenis nu slapen morgen lange dag naar jodenstad #ajapsv #3puntennaareindhoven # 040deb aasin 020',
 u'slapen morgen de dag #ajapsv',
 u'slapen mensen morgen een hele vette dag #ajapsv #hopendatzewinnen',
 u'slapen morgen grote dag #ajapsv',
 u'opeens was het 3 uur dag vd waarheid aangebroken #ajapsv nu even een goed zomerslaapje houden goodnight',
 u'heerlijke dag morgen #ajapsv dus psv come on boysss',
 u'weltruste ;) morgen belangrijke dag #ajapsv #ajax',
 u'tijd om te gaan slapen hopen dat me ouders nog lekker de hele nacht wakker liggen morgen weer hele dag voetbal kijken #matchday #ajapsv',
 u'swing schwung geschwungen nu lekker tukkeren met een mooie dag #vvhgou #ajapsv en fifa fur die boeg',
 u'goedemorgen deze dag vandaag gaat hey gebeuren ajax-psv heb er zin in kom op 020 we doen het vandaag #ajapsv',
 u'onderweg naar huis vandaag belangrijke dag zenuwachtig #ajapsv',
 u'we beginnen de dag met een rondje op de mtb vervolgens wat klussen en dan #ajapsv 3 -2 wordt een mooie dag http://t.co/yn8sj9vn',
 u'zo de dag is begonnen langzaam toewerken naar #ajapsv',
 u'ajax speelt pas om 16.30 uur vandaag de hele dag zenuwachtig zijn dus #ajapsv #ajax #afca',
 u'heerlijke zondag vandaag dag van verrassingen #azrkc #grafey #herutr #ajapsv',
 u'of volg ons twitterverslag van beide wedstrijden van vandaag oftewel #ajaint en #ajapsv belangrijke dag voor #ajax',
 u'grote dag #ajapsv vanmiddag kijken thuis boeren gaan der aan',
 u'vandaag een keiharde 1 -2 voor #mclaren #f1 en een keiharde 2 -1 voor #ajax #ajapsv het beloofd een mooie dag te worden',
 u't kan vandaag een heerlijke dag worden maar ook een tyfus dag #ajapsv',
 u'vandaag kan een mooie dag worden voor ajax #ajapsv',
 u'goodmorning en dan is het al weer zondag de dag ajapsv kan niet wachten',
 u'geweldige dag voor de boeg zodadelijk #f1 kijken en dan om 16.30 uur de kraker de topper een heerlijk duel ajax-psv #ajapsv',
 u'wakker leuke dag #ajapsv',
 u'vanaag de dag dat psv aan doelsaldo werken mag #ajapsv',
 u'wakker laatste dag zandvoort en vanmiddag de grote wedstrijd #ajapsv',
 u'\u201c @tomschelhaas vanaag de dag dat psv aan doelsaldo werken mag #ajapsv \u201d ajax wint',
 u'hopen op een mooie dag met overwinningen van nevelo en ajax #nevwer #ajapsv',
 u'ah een heerlijke dag voor #ajapsv',
 u'goede morgen een mooie dag vandaag #f1 #ajapsv #lekkerweer wat zij een mens nog meer',
 u'zo maar eens gaan douchen en wat hw maken heb ik nog wat aan me dag #ajapsv',
 u'vanmiddag om 01:00 vertrekken naar a dam naar de kraker van de dag #ajapsv :d',
 u'vandaag de dag ajax pisvee #ajapsv',
 u'jaaa godverdomme belangrijke dag vandaag knallen #ajapsv over kleine 2 uur richting #eindhoven daar trein richting graftombe',
 u'vandaag is dag dag dat ajax even een aar tikken krijgt uitgedeeld van psv heerlijk #ajapsv',
 u'na gisteren goed genoten te hebben van de zon vandaag weer een leuke dag voor de boeg en vanmiddag de topper #ajapsv #spannend #weekend',
 u'@cumhacht maak er een mooie dag van #ajapsv',
 u'vandaag een #ajax dag om half 3 ajax a 1 internazionale a 1 voor de finale van nextgen en om half 5 ajax-psv #ajapsv #nextgen #ajaint',
 u'vandaag de grote dag #ajapsv',
 u'ik baal flink van de timing van de finale op bijna iedere andere dag dan die van #ajapsv had ik nu in londen gezeten #nextgen',
 u'vandaag is de dag dat eindhoven weer feesten mag #ajapsv',
 u'gooeiemorgen de dag van de zon geen huiswerk en natuurlijk de 3 punten #ajapsv',
 u'aan het eind van deze dag is die 2e plaats van ons #psveindhoven #ajapsv',
 u'half 5 lekker #ajapsv kijken hoogtepunt van de dag voor de rest #leren',
 u'zou heel knap zijn als #ajax met zoveel ontbrekenden wint van #psv benieuwd mooie dag voor een kraker #ajapsv',
 u'een uitgebreide voorbeschouwing van kraker van de dag ajax psv voor de eredivisie 2012 http://t.co/mxcdxpvk #ajapsv #eredivisie',
 u'vandaag is de dag dat alle boeren stil zullen zijn #ajapsv',
 u"na 'n ultra korte nacht 'n drukke dag voor de boeg kraamvisite kinderverjaardag neefje kijken #ajapsv en wat verder nog op stapel staat",
 u'@josderouw van harte gefeliciteerd jos ik hoop dat het een mooie dag zal worden en sportief iets minder #ajapsv',
 u'#ajapsv ik kan niet wachten hoop op een mooie dag voor ons aller ajax',
 u'vandaag de grote dag #ajapsv',
 u'vandaag een belangrijke dag om de titel met hopelijk een leuke wedstrijd in amsterdam #eredivisie #ajapsv',
 u'mooie dag voor #ajapsv',
 u'verder vandaag eerst mooie fietstocht door duinen maken daarna waarschijnlijk rest van de dag veel voetbal volgen #ajapsv #studiosport',
 u'vak 410 15 mei 2011 de dag dat ajax-shirts na jaren weer uit de kast werden getoverd de dag dat elke ajacied stond #ajax #ajapsv 1 9',
 u'vak 410 15 mei 2011 de dag die geen enkele ajacied ooit meer vergeet #ajax #ajapsv 4 9',
 u"vergelijkbare datum vergelijkbaar weer zo'n dag http://t.co/sscozr1p #ajapsv let ook op hoe zuur snoeks commentaar gaf toen",
 u'mooie zonovergoten dag voor #ajapsv @bertgroenewoud @michieldeclercq @naomizaloumis @dokterd',
 u'vandaag kan een hele mooie dag worden #ajaint #ajapsv',
 u'de dag goed beginnen met en ontbijt op het balkon straks op naar amsterdam #ajapsv http://t.co/w7txtwpu',
 u'de zon schijnt boven de arena hopelijk blijft dat de hele dag zo #ajaint #ajapsv http://t.co/sbpqayvb',
 u'vanmiddag hoogstwaarschijnlijk ajax psv kopen via #upc meer mensen intresse om hier te kijken wedstrijd van de dag #ajax #psv #ajapsv',
 u'@argentumt ga straks die kant op en ja ik heb er zin in mooie dag om 3 punten te pakken #ajapsv',
 u'vandaag is de dag dat ajax psv afslachten mag #ajapsv',
 u'@simondepla ja want #ajapsv is helemaal niet 2 keer per jaar maar elke dag net als waterpolo ;)',
 u'het is een perfecte dag straks naar #amsterdam voor ajax-psv mooie pot deze dag kan alleen maar mooier worden #ajapsv',
 u'#azrkc #grafey #herutr en natuurlijk #ajapsv volg je de hele dag op http://t.co/3vgjylvd #live #voetbal #eredivisie',
 u'dit word weer een mooie dag ik voel t vanmiddag ajapsv in de houte kijke en knallen',
 u'lekker onderweg naar #amsterdam voor de wedstrijd van de dag #ajapsv',
 u'heerlijk weer en een overvolle arena wat kan er mis gaan denken aan die ene dag http://t.co/bi64jqop #ajapsv',
 u'wat eeen heerlijke verjaardag \u2665 als psv straks ook nog even wint van ajax kan me dag niet meer stuk #ajapsv',
 u'@nelisvst jah duidelijk #ajapsv word de knaller van de dag :d lekker weer erbij en de amsteltjes vliegen er al weer lekker in ;) top dag',
 u"verdorie all de hele dag aan het leren vanaf 11 uur 's ochtends nu maar es stoppen en over anderhalf uur #ajapsv",
 u'wat een heerlijke dag uitslapen terrasje en straks overwinning van ajax op psv :) #ajapsv',
 u'hopelijk wordt dit een mooie dag voor ajax #ajaint #ajapsv',
 u'come on ajax a 1 als jullie winnen en ajax wint van psv is mn dag perfect #ajaint #ajapsv',
 u'oeh wij hebben voor 1 dag erdevisie live :d kan k wel ajax kijken \u2665 #ajapsv',
 u'zondag prima dag voor een rituele slachting #ajapsv',
 u'straks wedstrijddag van de dag kijken #ajapsv',
 u'laat psv alsjeblieft winnen vanmiddag dan maakt het mijn dag nog een beetje goed #herutr #ajapsv',
 u'de wedstrijd waar ik de hele dag op aan het wachten ben #ajapsv',
 u'op een regenachtige dag was ik nu ajax-psv gaan kijken #ajapsv',
 u'een nieuwe dag op naar fc utrecht we hopen op rasechte amsterdammer @gvanderwiel #ajautr',
 u'morgen heel de dag leren maar tussendoor ajax-kutrecht kijken #afca #ajautr',
 u'zo lekker vroeg mn bedje in morgen vroeg dag dmh verkopen shirtje blind ophalen en wedstrijd kijken #ajautr #wijzijnajaxwijzijndebeste',
 u'@ajaxfsidenl wat hebben jullie toch een leuke avond zpelvouten kontroleeren succes verder over tot de orde van de dag #ajautr #ajax',
 u'over 6 uur gaat de wekker alweer maar dan heb je wel een toffe dag met paul bij #ajautr #zinin',
 u'morgen belangrijke dag er kan geschiedenis geschreven worden en de 3 punten zijn hard nodig #forzautreg #eredivisie #ajautr',
 u'@joopb1971 @shannonb1999 gefeliciteerd shannon met je 13de verjaardag maak er een leuke dag van en veel plezier bij #ajautr #ajax',
 u'vandaag is de dag dat we voor de tweede keer dit seizoen 020 met lege handen laten staan #ajautr',
 u'dat wordt weer een mooie dag #herpsv #ajautr #openhaard #schaatsen en tussendoor een beetje werken voor #manpower',
 u'vandaag is een historische dag mijns inziens de allerslechtste ajax-opstelling ooit #ajax #ajautr',
 u'@bengezellig :-d :-d en jij ook een hele fijne dag he #ajautr en we gaan deze wedstrijd winnen',
 u'@sterreber dank je morgen belangrijke dag #azaja',
 u'gezellige verjaardag bij en van @thomasrosdorff gehad en nu lekker \ue13c \ue13c \ue13c \ue13c \ue13c morgen weer belangrijke dag #azaja',
 u'vroeg wakker zijn op de zondag is niet zo erg hele dag voor me wat ga ik doen #bergendal in voo eenr rondje sportief daarna #azaja',
 u'vandaag de grote dag #azaja',
 u'mogge de dag van de waarheid erop of er onder voor ajax 14:30 aftrap #azaja',
 u'@aad300 ik hoop dat psv vanavond koploper is zullen @omejacky en @mosslook ook blij mee zijn heb een gulle dag vandaag #azaja #psv',
 u'prima dag om voor de buis te zitten voor #azaja',
 u'uitslapen op de dag van een belangrijke wedstrijd ik hartje aftrappen om 14.30 uur #azaja',
 u'@hessel24 mooie wedstrijden vandaag #vitnec #azaja #vvvfey en #fcupsv dat wordt een mooie dag vergeet mancity tegen de spurs niet',
 u"vandaag is zo'n dag dat ik er niet rouwig om ben als ajax wint leuke wedstrijd vanmiddag #azaja",
 u'de dag wordt vandaag voornamelijk gevuld met voetbal #vitnec #azaja #fcupsv',
 u'vanmiddag #azaja kijken lekker op zo.n dag als vandaag',
 u'wakker worde toch beetje last mun bolletje maar vandaag een mooie dag #azaja 3 stars 2 words 1 love ajax amsterdam',
 u'kut hw #azaja is het enige op de dag dat me kan opvrolijken :)',
 u'daley blind is basis #azaja zeg maar dag ajax pffff',
 u'livestream #az tegen #ajax http://t.co/pccethz4 inzetten maar op de kraker van de dag #azaja #praatmee #ednl',
 u"@__mvdb__ blind staat tegenover beerens dat gaat nog wat worden hoop voor hem dat hij z'n dag een beetje heeft #azaja",
 u'nu moet ajax nof skille mooie dag dan #azaja',
 u'okee totodagje gewonnen morgen laaste dag #aztwe #valrval #rodafey # waalwijkpsv #juvlaz #heereveenajax',
 u'zo maar eens naar mijn mandje morgen een drukke en lange dag #veendam #leek #nieuw buinen #alkmaar #aztwe #fb',
 u'nu echt slapen morgen lange maar mooie dag #aztwe hopelijk komen we terug uit alkmaar met 3 punten op zak',
 u'@melvinplatje1 nu echt slapen morgen lange maar mooie dag #aztwe hopelijk komen we terug uit alkmaar met 3 punten op zak nee',
 u'vandaag d\xe9 dag in de eredivisie heerenveen ajax az twente trouwens ook de duitse bekerfinale dortmund bayern m\xfcnchen #heeaja #aztwe',
 u'zou zomaar een historische dag kunnen worden #aztwe',
 u'vandaag kan een leuke dag worden maar om 10 uur kan alles anders zijn #rodfey #heeaja #aztwe',
 u'laat deze dag maar snel voorbij gaan want het is #matchday #aztwe #spanning',
 u'mooie dag om weer boven aan te staan vanavond #aztwe',
 u'de morgen de middag tellen niet vandaag de dag begint pas echt om 19:00 uur #aztwe #heeaja #rkcpsv #rodfey',
 u'vandaag is de dag dat #psv op \xe9\xe9n punt van de concurrentie komen mag #rkcpsv #heeaja #aztwe',
 u'op weg naar alkmaar voor een mooie dag en 3 punten ophalen #zinin #aztwe',
 u'gvd laatste dag als tiener #heldentijd beter vanavond een beetje cadeautjes krijgen uit alkmaar en heerenveen #aztwe #heeaja',
 u'zo dat was dag nmmr 2 nog 2 te gaan strax ff wat eten en dan naar de kapper en daarna voetbalaafje #aztwe #cote',
 u'zo dat was me de dag wel lekker gewerkt vanavond de bank op en klaar voor spannende voetbalavond #heeajx aztwe',
 u'laatste kans rt \u201c @raborotterdam laatste dag volg vandaag @raborotterdam en maak kans nog op kaarten feyenoord-ajax #feyaja #feyenoord \u201d',
 u'voor zondag toch nog een kaartje weten te bemachtigen voor feyenoord j x historische dag 29 1 2012 #feyaja',
 u'maar eens de mand opzoeken morgen maar weer een dagje studie en dan zijn we weer een dag dichterbij zondag #feyaja #asdwldd',
 u"pfff zo zenuwachtig voor zondag zit de hele dag in m'n kop ik slaap zelfs slecht #feyaja",
 u'deze week veel #feyaja @viradionl elke dag een oud-speler van beide teams vandaag martin van geel om 15.45 u #viradio #vi #feyenoord #ajax',
 u"ik besef nauwelijks dat het zondag al d-day is de dag dat m'n bloeddruk 10 x zo hoog ligt dan normaal #feyaja",
 u"maar zondag he dat wordt 'n dag zeg #feyaja",
 u"@timmmmmw maar zondag he dat wordt 'n dag zeg #feyaja oaa wat verwacht je daar nu weer van zelfs al doet ajax slecht wint fey nog nie",
 u'nu komt die wedstrijd dan toch wel dichterbij de momenten van niet kunnen slapen komen deraan zondag is de dag en we gaan dervoor #feyaja',
 u'goeiemorguh laatste dag van week kwart voor 3 vrij planning 3 verjaardagen en hopelijk een toffe voetbalwedstrijd #feyaja',
 u'goedemorgen op weg naar me werk laatste dag bijna weekend bijna #feyaja',
 u"tja @ gerda_mm aan't dit weekend zondag wil lisa graag de hele dag voetbal kijken nou dan moet dat maar ;-) #twegro en #feyaja",
 u'weekend morgen stage op open dag en zondag d-day #feyaja #ynwa',
 u'@robertkeizer heb een leuke en gezellige dag robert #feyaja',
 u'@ronaldkuijer vandaag laatste dagje twitter voor je morgen een dag mediastilte #feyaja',
 u'nog 1 dag tot #feyaja in 12 van de laatste 13 onderlinge duels tussen feyenoord en ajax in de kuip kwamen beide clubs steeds tot scoren',
 u'nog 1 dag te gaan #jodengaaneraan #010boven020 #dday #feyaja #klassieker http://t.co/nt7xi9vv',
 u'morgen de grootte dag #feyaja #ajax',
 u'de belangrijkste wedstrijd van het jaar is nog maar 1 dag van ons verwijderd #feyaja',
 u'morgen de dag der totale vernedering van de joden #feyaja',
 u'bedje slapen klaar voor de grote dag morgen #feyenoord & lt 3 #feyaja',
 u'#onthejazz naar #rotterdam met radio 1 op de koptelefoon mooie dag gehad met de familie en la trappe nu voorbereiden op klassieker #feyaja',
 u"morgen is dan de grote dag waarop we hebben gewacht die homo's in rotterdam afmaken zie jullie morgen in ons supportshome #feyaja #ajax",
 u'waarom ik al de hele dag aftel voor deze grap nog guidertien uur tot #feyaja #cafepopeye',
 u'nog 13 minuten voor d\xe9 grote dag #feyaja #ajax',
 u'ff tas inpakken dan slapen morgen is de dag #feyaja',
 u'wooow een 8,1 voor m & o hopelijk eindigt de dag ook zo super als dat ie begint #klassieker #feyenoord #feyaja #handinhand',
 u'zo een dagje vrij vandaag 70 pax buffet 36 pax diner en vol ala carte mooie dag weer morgen #feyaja kan niet wachten',
 u'@tinkerbel_25 kan nie slapen nie vandaag belangrijke dag #feyaja',
 u'ik ga maar slapen morgen een spannende dag #feyaja slaap zoet #twexit',
 u'lekker in me nest na een gezellig avondje morgen de grote dag #feyaja',
 u'toch nog een mooi avondje paddys takens gehad nu snel slapen dit moet namelijk de mooiste dag van het jaar worden #feyaja # 020deb aasin 010',
 u"een mens doet gekke dingen op zo'n dag wat is jouw ritueel bijgeloof #feyaja",
 u'vandaag is britt jarig 2 jaar alweer straks eerst ontbijten dan dag 2 in de efteling helaas zonder eredivisie live :-( #feyaja',
 u'goedemorgen vandaag de grote dag feyenoord ajax #deklassieker #feyaja',
 u'goeiemorgeeeh op deze cruciale dag #feyaja #leren',
 u'hgm !. aan de start dus van een lazy sunday die we starten met 1,3 graden 77 % rlv 1028 hpa in ieder geval straks met #feyaja fijne dag allen',
 u'goedemorgen iedereen welkom op de dag van de klassieker feyenoord ajax #feyaja #deklassieker #klassieker',
 u'vandaag de grote dag de nederlandse el classico om elf uur begint de voorbeschouwing en om 12.30 de wedstrijd #feyaja #ajax #wezep',
 u'ik ben er klaar voor tijd om te vertrekken voor wat hopelijk een mooie dag gaat worden #weshallnotbemoved #weloveyoufeyenoord #feyaja',
 u'hele dag werken maar om half 1 toch iets meer met mijn gedachten bij ajax #feyaja',
 u'nu al kriebels voor deze dag #matchday #feyaja',
 u"@megafeyenoord een mens doet gekke dingen op zo'n dag wat is jouw ritueel bijgeloof #feyaja de nieuwe #voetbalwetplannen onderuit halen",
 u'@megafeyenoord dramatisch geslapen over half uur in de auto richting varkenoord voor de mooiste dag van het jaar cmon boys #feyaja #dday',
 u'@jbruin1969 daar wil je wel vroeg je bed voor uit we gaan er een mooie dag van maken in de badkuip #feyaja jeroen en #asr alvast bedankt',
 u'oke mijn dag hardlopen met mn pa en de hond op strand dan ontbijten leren half 1 #feyaja leren 16.00 u naar bday stiefzusje :)',
 u'de dag van #feyaja vanaf 12.00 op radio rijnmond om 20.15 de eerste zondagse afleverig van #fcrijnmond met @phoutman en #bwijnstekers',
 u'vandaag is de grote dag #feyaja',
 u'vandaag is de dag dat feyenoord van ajax wint #feyaja',
 u'werken op de dag van de #klassieker #bah #feyaja #020isdebaasin010 #ajax',
 u'aangekomen voor een dag vol succes #pacman #feyaja @ ics http://t.co/3sxae0ia',
 u'@vanvuuren87 heb je een stukje meer dag over om te genieten als we winnen ;) #feyaja',
 u'yeah bloody sunday de belangrijkste dag van het jaar de klassieker #kutkakkerlakken # #wzawzdb #feyaja',
 u'vandaag is de dag zal mijn tl gevuld worden met 010 of 020 tweets #feyaja',
 u'yes vandaag is de dag #feyaja nu snel me bed uit & aankleden en alles en dan naar de kuip',
 u"@megafeyenoord een mens doet gekke dingen op zo'n dag wat is jouw ritueel bijgeloof #feyaja die heb ik niet zovaak winnen we niet",
 u'de dag die alle andere dagen overbodig maakt # feyaja',
 u'weer een mooie dag gevuld met sport zo eerst #djonad en later #feyaja',
 u'morning vandaag is de dag twegro en feyaja verder op de planning rapporten en wandeling in twiske',
 u'op weg naar #koksijde2012 met op radio 1 mooie uitspraak van johan op de dag van #feyaja door @fvmas bewust of onbewust #elkvoordlhepndl',
 u'shit me eigen verslapen op deze belangrijke dag #feyaja #dday snel uit bed en richting de kuip',
 u'jaja de dag is aan gebroken #feyaja #010-020 #',
 u'dadelijk sporten op sportschool dan #feyaja rest van de dag laten de kids me hopelijk lezen goed vooruitzicht',
 u'wat een dag vandaag eerst #naddjo dan #feyaja wat dan jammer is als #feyaja bezig is moet ik hockeyen',
 u'natuurlijk vanmiddag #feyaja maar zo eerst eens kijken of marianne vos wereldkampioen wordt dan zou de dag al mooi beginnen #koksijde2012',
 u'eredivisielive dag eerst #feyaja en dan #twegro ik hoop stiekem op 2 uitzeges vandaag',
 u'@lucasvanw fijne dag vandaag met hopelijk een leuke sportieve wedstrijd en dat de beste maar moge winnen #feyaja',
 u'mooie dag vandaag #djonad #feyaja hopen dat de ware kampioenen opstaan bij #feyaja is het toch een beetje jong #fey tegen #ajaxa1',
 u'vandaag #matchday #eredivisielive mooie dag #feyaja #twegro',
 u'zo eindelijk 29 jan vandaag de dag dat feyenoord verliezen mag :-) :-) #feyaja',
 u'goeiemorgen vandaag de de dag feyenoord ajax #klassieker #feyaja',
 u'toch altijd een vreemde dag strijdbijl opgezocht voor 90 minuten voetbal kijken met hubbie alias feyenoordsupporter @gertjanjense #feyaja',
 u'in de trein naar rotterdam goede dag uitgekozen tegelijk met de kraker feyenoord ajax #feyaja',
 u'vandaag is misschien wel de mooiste dag van 2012 aangebroken #feyaja',
 u'djokovic nadal #feyaja hardlopen en school aardig lekkere dag dacht ik zo',
 u'vandaag de grote dag we spelen uit tegen de kakkerlakken #feyaja',
 u"#feyaja zo'n dag dat je niet weet hoe je je om 14.15 zal voelen ieder geval brengen collega's klanten weer soepel naar de kuip #ret #yam",
 u'@erwinlodder een spannende dag #feyaja',
 u'goedemorgen vandaag is de dag dat we maar weer eens wat kakkerlakken gaan verdelgen #020isdebaasin010 #feyaja',
 u'de dag even goed beginnen #feyaja #dday http://t.co/fknl9s2j',
 u'mijn dag weer goed guidetti in de basis tegen ajax #feyaja #allejodengaaneraan',
 u'waarom plan ik om wat aan mijn studie te doen op de dag van het #wkveldijrden #wksprint en #feyaja zo komt daar natuurlijk niets van',
 u'mooie dag vandaag eerst stukje #feyaja en dan dweilen zoooo veel zin in #kaaisedweildag',
 u'wat doen jullie vandaag voor mij is het een voetbal dag #feyaja',
 u'vandaag is de dag dat ajax zich de beste in rotterdam noemen mag #feyaja',
 u'goodmorning grote dag vandaag #020isdebaasin010 #feyaja ik heb er zin inn',
 u'vandaag is de dag waar je als feyenoorder naar uitkijkt eindelijk d-day vandaag moet het gebeuren kom op feyenoord #feyaja',
 u'zo een dag als vandaag laat me voelen waarom ik jaren lang fan bent van ajax #feyaja omdat de club is voor de toekomst',
 u'een mooie dag voor een klassieker de 2 enige echte clubs van nederland tegen elkaar psv eat your heart out ajax #feyaja',
 u"wat is het eigelijk een kut dag moet werken dus kan niet naar @eredivisielive kijken voor de klassieker #feyaja # :'(",
 u'@johnheitinga hier een dag met australian open en #feyaja kijken en dan zelf de kou in naar mijn paarden all about sports',
 u'vorige x was feest van jim ging ik naar volgende dag #ajafey nu feest van rutger ga ik dag erna naar #feyaja #hoeziek',
 u'@ john_verbeek doe je wel f gezellig vandaag niet hele dag feyaja tweets',
 u'mijn dag is volmaakt als ajax vanmiddag een pak slaag krijgt van feyenoord #feyaja',
 u'de op een na mooiste dag van het jaar #feyaja @waasdorpigi in het stadion voor het jaarlijkse koningsdrama',
 u'@johnheitinga je gaat toch wel de #klassieker kijken zo he op je vrije dag #ajax moet winnen ik zeg 1 -2 #feyaja',
 u'gooeeiemorgen dag vol fantastische wedstrijden eerst leuk wedstrijdje #feyaja dan de topper #twegro en aansluitend bowlen',
 u'net op de open dag geweest op roc in tilburg nu snel naar huis om #feyaja te kijken',
 u'zeer leuke dag gehad gister scarlett weer weg en zo naar jo #feyaja',
 u'vandaag grote dag #feyaja',
 u'jjeeeeemmuug hw hw hw hw #feyaja en dan ook nog meer hw tjuuuus dat wordt een drukke dag #geentijdvooriets',
 u'als ajax wint gaan we @sschooon het morgen de hele dag inwrijven en als feyenoord wint doen we dat bij @larsrobbin #feyaja',
 u'de sfeer is top nu al wat een dag #feyaja',
 u'feyenoord ajax met roemeens commentaar wat een dag op sopcast #feyaja',
 u'nog 2 daagjes school 1 dag atlasgames en dan vakantie #feyaz #slamfmqday #walibi #feyher #schoolvoetbalfluiten',
 u'hmm @fr12patrick wil gewoon zo graag dat #feyaz begint dat hij zich per ongeluk heeft vergist in de dag zie ik haha #europawekomen',
 u'nog een volle dag werken en dan heerlijk weekend morgen naar #feyaz met @ merietje_mossel',
 u'morgen mooie dag #feyaz #stadskanaal',
 u'morgen gaat een spannende dag worden #feyaz #twejod',
 u'nog 1 dag feyenoord az zenuwen blijven toch wel komen voor deze wedstrijd #feyaz #clwekomen',
 u'zo dat was me het voetbalavondje wel morgen naar de kuip #feyaz en daarna koninginnenacht en dag in amsterdam vieren moi #zinin',
 u'spannende dag morgen #feyaz',
 u'ohh ja het is #matchday of 3 punten dag #feyaz wij gaan winnen alleen met hoeveel is de #vraag ik denk 2 -1',
 u'nu heerlijk slapen morgen belangrijke dag #feyaz',
 u'snel laag liggen morgen zenuwslopende dag :) maar wel een lekkere #volgas # #feyaz',
 u'@dursly77 ohh ja het is #matchday of 3 punten dag #feyaz wij gaan winnen alleen met hoeveel is de #vraag ik denk 2 -1 #supersunday',
 u'wakker voor de 18e dag op rij op bed liggen #doktersadvies nog maar 7 uur wachten op #feyaz',
 u'leuke dag vandaag #feyaz kijken en vanavond met bente verdwalen in de bioscoop & lt 3 :p',
 u'goedemorgen #matchday #feyaz drukke dag vandaag zo naar de #kuip en later vandaag supportersvereniging van az ontvangen',
 u'@feyenoordfound #feyaz #sophia dag http://t.co/ptdp3uc7 geef gul',
 u'vandaag de dag van de waarheid #alcbeq #feyaz #ajatwe wat gaat het worden',
 u'goeiemorgen spannende dag hopen op weer een magische middag in de kuip #feyaz #nietsissterkerdandatenewoord',
 u'vandaag de dag voorronde champions league knallen vandaag #feyaz',
 u'er zit al de hele dag een hymne in mijn hoofd die van de cl #kommaaropaz #feyaz',
 u'vandaag kan het een mooie dag worden #rodpsv #feyaz #tweaja',
 u'is kijken wat deze dag voor psv gaat opleveren #rodpsv ik hoop 1 -2 #tweaja en #feyaz ik hoop dat #feyaz gelijk word en ik ben voor 020',
 u'mogguh vandaag is de dag dat we zulle terug keren waar we thuis horen #feyaz #cl',
 u'spannende dag #matchday #feyaz',
 u'spannende dag vandaag #feyaz',
 u'ik vraag me af of @1008andre85 al wakker is op deze mooie dag #feyaz',
 u"hele dag ga 'k in bed liggen i think tot #feyaz begint",
 u'nou #feyaz vergal me koninginne dag niet 1 -0 is zat #cl',
 u'spannende dag #eredivisie #feyaz',
 u'wakker :d vandaag hele dag voetbal kijken #tweaja #feyaz #rjcpsv en daarna hopelijk genieten van de uitslagen',
 u'wordt weer schitterende dag vandaag niks is beslist alles kan kijk maar #feyaz #1993 #1999 http://t.co/ix6jf8u8',
 u'@truckerdennis ja word mooie dag vandaag #feyaz #tweaja #grolsch en #bbq',
 u'kleine klusjes dag hihi @petertj vind het prima zolang we om 14.30 klaar zouden zijn :) #feyaz',
 u'wlodi smolarek overleden oud speler van feyenoord en fcutrecht zondag is het #feyutr mooie dag om bij deze oud speler stil te staan',
 u'zondag weer ff een mooie dag van maken in de kuip tribute 2 smolarek het legioen op zn best #feyenoord #feyutr',
 u'matchday #feyutr vandaag jarig #kamokotjo 21 jaar jong mooie dag om waarschijnlijk als invaller een kuipcadeau te scoren',
 u'matchday #feyutr vandaag jarig #kamokotjo 21 jaar jong mooie dag om waarschijnlijk als invaller een kuipcadeau te scoren \u201d',
 u'@feyenoordvakt goed bezig succes en mooie dag bij je cluppie #hoopopwinst #feyutr',
 u'mooie dag voor een fotowandeling door #rotterdam met @ceesvy daarna naar #feyutr',
 u'spannende dag in huize wondermans vandaag en nee niet omdat het #feyutr is dit keer ;) #bigday',
 u'mooie dag om voor het eerst live naar een eredivisie wedstrijd te kijken #feyutr',
 u'vandaag laatste dag rutten bij psv kan feyenoord h veen bijhouden leuk dagje voetballoterij weer #nacpsv #feyutr',
 u'vanmiddag naar de kuip mooie dag voor een overwinning #feyenoord #feyutr',
 u'mooie dag om naar #dekuip te gaan #feyutr',
 u'vandaag als \xe9\xe9n van de tien winnaars van vi-vip dag naar feyenoord utrecht #feyutr #benbenieuwd',
 u'vandaag is de dag van de doelpunten #feyutr #010 #winning @superguidetti',
 u'mooie dag voor een mooie wedstrijd #feyutr',
 u'het wordt een prachtige dag vandaag over 2 uurtjes naar de bus en dan naar feyenoord fc utrecht #feyutr',
 u'#lente wat een heerlijke dag om in de kuip te zitten #feyutr',
 u'wat een mooie dag zoek een plaatsje in de zon #feyutr ik zeg it is #guidetti time',
 u'mooie voetbal dag vandaag come on utreg #feyutr #smolarek ynwa',
 u'wat een lekkere dag en ook in huize versteeve zitten we er klaar voor #feyutr als dat geen #mooie dag gaat worden we shall not be moved',
 u'mooie zonnige dag zin in een lekkere pot voetbal op naar de kuip #feyutr',
 u'schitterende dag voor voetbal #feyutr',
 u'slapen morge word een lange dag @ eindhoven #psvaz',
 u"goodmorning everyone drukke dag vandaag that's how we do #weredi #feest #psvaz",
 u'gm mooi weer we breken de maand matchday #psvaz kids halen honkbalmatch twan drukke dag #tgis',
 u'feyenoord wint op deze #zaligezaterdag mooi dag mooi wedstrijden met #liveve #psvaz #feyexc #nechee #twenac',
 u'@psv #psvaz de dag dat alle azers supporters van #psv waren http://t.co/yd0nmj0n',
 u'vandaag is de @amerkamer geopend vanaf 14:00 uur broodje van de dag broodje bal gehakt met live om 18:45 psv-az #psvaz #amerkamer',
 u'@lighttownpsv @psv #psvaz de dag dat alle azers supporters van #psv waren http://t.co/huas2xts',
 u'begin de dag met goed nieuws clasie lijkt wedstrijd tegen psv te halen #beteredingen #psvfey',
 u'vandaag #psvfey dag veel voorbereidingen voor deze topper van zondag',
 u'morgen voetbal dag #excaja #psvfey #azhee',
 u'@gerwin0523 op tijd naar bed jongen morgen krijg je een zware dag :-) #psvfey',
 u'heerlijk voetbal avondje #vvvcal hopen dat het morgen net zo mooie dag word #tweutr #psvfey #azhee',
 u"@groenendijkp 363 dagen per jaar zijn we medestanders twee dagen per jaar tegenstanders morgen is zo'n dag 4 -1 #psvfey",
 u'vandaag is de dag dat psv de grote stap naar het kampioenschap gaat maken #psvfey',
 u'nu slapen morgen mooie dag fc twente fc utrecht en sws twee concurrenten die punten verliezen #psvfey #azhee #excaja #tweutr',
 u'vandaag is de dag dat psv feyenoord gaat inmaken #psvfey',
 u'en ook is vandaag de dag dat @gewoonb op schoolreisje gaat naar #psvfey lees ik net :)',
 u'vandaag de dag van de waarheid doet feyenoord mee voor kampioenschap of niet #psvfey',
 u'@ronvlaar4 vandaag knallen dan heb ik heel de dag gratis drank anders moet ik heel de dag drank halen #comeon #psvfey',
 u'#psvfey vandaag wordt het de dag van #010 en gaan we winnen van #pisvee #nietsissterkerdandatenewoord',
 u'wakker vanmiddag hele dag hangen op bank #exsaja #psvfey #azhee',
 u'@rikarendsen vandaag grote dag h\xe8 ???? #psvfey #tweutr',
 u'de opstelling en wisselspelers van #feyenoord zullen we in de loop van de dag bekend maken #psvfey',
 u'@fr1908nieuws de vrij en schaken waren die dag ook basisspeler bovendien maakte martins indi mokotjo & el ahmadi ook minuten toen #psvfey',
 u'beste feyenoorders laat je dag niet verpesten door het voetbal het word lekker weer #psvfey #1010101010',
 u'mijn dag voor vandaag #excaja kijken #psvfey kijken & #azhee',
 u'we beginnen de dag met een potje tennis tegen @sandervanosch gevolgd door de kraker #psvfey hoop op 2 overwinningen',
 u'het zou een historische dag kunnen worden voor @scheerenveen #psvfey #azhee en nu hebben we vanmiddag een feest #tante65 #keuzes #familieop1',
 u'goeiemorgen onderweg naar onze showroom in @castnl 1e dag vd isln beurs \u2026 #benbenieuwd owja en vanmiddag psv-feyenoord #psvfey',
 u'@coen1976 succes geen bus meer voor mij maar in gedachte bij je jullie ;-) kan mooie dag worden #psvfey',
 u'het gaat een lekker dag worden #psvfey',
 u"ik heb zo'n gevoel dat het een mooie dag kan worden voor psv #psvfey #excaja #tweutr #azhee #eredivisie #deschaalenbekerkomennaareindhoven",
 u'lekker wakker worden is anders #klapkuit #stijf strompelen naar beneden en op de bank geploft voor rest van de dag wachten op #psvfey',
 u'carnaval met het getal 11 is geweest vandaag is het de dag van het getal 10 #psvfey',
 u'vandaag word de dag dat we revanche nemen #psvfey',
 u'lang niet getweet vandaag mooie dag #excaja #utrfct #psvfey en #azhee',
 u'wakker #goeiemorgen vandaag een dag dat psv gaat winnen #psvfey',
 u'vandaag goede games #arstot #baysch #psvfey dat word heel de dag voor de buis',
 u'zo het zonnetje schijnt een mooie dag om lekker naar top voetbal te kijken met #excaja #psvfey #azhee',
 u'wakker vandaag de dag van de waarheid #psvfey #praatmee',
 u'jaja we zijn onderweg op naar eindhoven mooie dag om de uitslag van vorig jaar te evenaren #psvfey',
 u'vandaag een voetbal dag #excaja #psvfey #tweutr #azhee',
 u'vandaag de helen dag voetbal kijken #eredivisielive #excaja #psvfey #azhee #tweutr #sport1 #manchesterunited #arsenal',
 u'vandaag heerlijke voetbal dag met #excaja #psvfey #tweutr #azhee #heerlijk',
 u'ik heb een luie dag eerst #excaja kijken dan #psvfey en de mooiste wedstrijd #azhee',
 u'mooie dag voetbal in vooruitzicht #excaja #psvfey #azhee en #atlbar en ik ga het allemaal kijken #voetbal #zondag',
 u'vandaag de hele dag voetbal kijken ajax psv heerenveen en misschien staan we vanavond boven aan heel misschien #azhee #excaja #psvfey',
 u'zwaai maar dag met het handje feyenoord jullie weten je plek wel weer na vanmiddag #psvfey',
 u'yeah weer de hele dag voetbal ik kom de bank niet meer af #excaja #psvfey #azhee',
 u'vandaag beetje suf na gisteravond dus mooi dag om lekker #foebelle te kijken #excaja #psvfey #azhee',
 u'@ mitchell_dekort vandaag word de dag dat we revanche nemen #psvfey hebben we al gedaan',
 u'vandaag is de dag psv feyenoord 14:30 uur eredivisie live 1 mis het niet #psvfey',
 u'mooie dag voor een goeie pot voetbal op weg naar het zuiden voor #psvfey',
 u'dit is de dag dat we weer is 3 punten gaan pakken ikvoel het gewoon we kunnen hetook zonder #guidetti #psvfey #feyenoord #wijzijnhetlegioen',
 u'voorbij wordt een mooie dag want de top 5 gaat sowieso punten verspelen :d #psvfey #tweutr #azhee',
 u'#psv knotsgekke dag was dit bedankt voor het volgen van de wedstrijd via mij nieuwe volgers welkom en op naar #psvtwe',
 u'@daaaaan15 yes zaterdag van de partij bij #psvtwe met @ est_marco http://t.co/zxdkbb8a"jij doet het een dag eerder zie ik',
 u'@fardauw geniet van de laatste dag vrij en natuurlijk zondag van #psvtwe en maar hopen dat de uitploeg wint :-)',
 u'het word weer smullen dit weekend #livars #mantot #ajarod #psvtwe #bar\xe7a ik wou dat t elke dag weekend was',
 u'morgen wordt een vervelende dag voor @lucasdepoekas @matsruwe en alle andere tukkers #psvtwe',
 u'ondanks dat ik kapot ga van de pijn toch proberen te slapen morgen mooie dag met me boy @royallzhsh #weltrusten #liespijn #psvtwe',
 u'tuulk bjorn ga lekker tot 5.30 de stad in als je club de volgende dag de wedstrijd van t jaar speelt #psvtwe #cote #always & everywhere',
 u'wat brengt uw dag vandaag ik ben zwaar in voorbereiding #psvtwe als #trouwe volger zit ik al voor de #tv',
 u'mooie dag vandaag eerst 1,5 uur spinnen bij @thermaeson daarna de wedstrijd #psvtwe heb er zin in',
 u'@aad300 de dag dat psv om gaat vallen #psvtwe',
 u'vandaag is de dag van veel huiswerk en #psvtwe',
 u'belangrijke dag vandaag lampjesverpletterdag #psvtwe',
 u'zon schijnt mooie dag voor #psvtwe #cote http://t.co/v58zcfdp',
 u'vandaag de grote dag #psvtwe #',
 u'flinke drukte op het station over een halfuur barst de koopzondag los en later op de dag speelt onze lokale trots #psvtwe',
 u'vandaag heel de dag werken maar ondertussen #psvtwe volgen yeah 3 punten voor de club int zuiden',
 u'goedemorgen vandaag de laatste dag niks doen om half drie voor de tv voor #feygro en #psvtwe',
 u'wakker hele belangrijke dag #psvtwe',
 u'#psvtwe pas om 16.30 :( moet de hele dag wachten',
 u'drukke dag voor de boeg eerst #ajarod en daarna #psvtwe ik hoop op heel veel goeds',
 u'topper van de dag kijken #psvtwe come on twente',
 u'leuk voor het # fctwente-volk dat de schaal volgende week in enschede is #ajagro #tweaja ook leuk dat hij dezelfde dag weer vertrekt #ajax :)',
 u"hoeft van mij ook geen huldiging op de dag zelf we zetten de stad met z'n alle wel eventjes lekker op z'n kop veel beter idee #tweaja",
 u'iedereen klaar met dat geouwehoer over de cl mooi over tot de orde van de dag zondag kampioen #tweaja',
 u'1 dag en dan weekend een weekend met veel bier denk ik haha #tweaja #qday',
 u'vandaag dag 2 van 4 voetbal gisteren bekerfinale voor beloften gedaan vandaag #grogra morgen naar #herhee en zondag naar #tweaja',
 u'@mandygru is de heldin van de dag ze gaat me ontgroenen in de #grolschveste zondag #tweaja',
 u'over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen rt',
 u'over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen rt',
 u'\u201c @ajaxmuseumnl over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen rt \u201d',
 u'over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen @ajaxfanzonenl rt',
 u'\u201c @ajaxmuseumnl over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen @ajaxfanzonenl rt \u201d',
 u'\u201c @ajaxmuseumnl over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen @ajaxfanzonenl rt \u201d #020kampioen #ajafct #ajaciede',
 u'@ajaxmuseumnl over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen @ajaxfanzonenl rt',
 u'\u201c @ajaxmuseumnl over 1 dag zijn we kampioen #ajax #tweaja #afca #vak410 #ajaxkampioen @ajaxfanzonenl rt \u201d',
 u'zo slapen morgen dag van het kampioenschap #tweaja',
 u'morgen is de dag dat er weer een kampioenschap in #enschede gevierd kan worden #tweaja',
 u'spannende dag pakt ajax de titel of nog een paar dagen uitstellen #tweaja',
 u'morgen hebben we een schaal voor elke dag van de maand #tweaja',
 u'#matchday de dag dat ajax geen kampioen zal worden #tweaja #eredivisie #vakp',
 u'met gesuis in me oren in bed lekker slapen morgen lange en zware dag #tweaja #zozo #koninginnendag #gn',
 u'goedemorgen belangrijke dag vandaag op naar carvium voor een grote stap ri kampioenschap #svb5 en vnv #tweaja #ilovesundays #kampioenen',
 u'belangrijke dag hoor #tweaja hup @hanprenger met feestmuts',
 u'goedemorgen op deze mooie dag #ajax #tweaja #ajaxkampioen http://t.co/rc1o7obq',
 u'tweede dag #laminaat leggen nu al #spierpijn dat beloofd nog wat vanmiddag weer @grolschveste voor #tweaja',
 u'mooie zonnige dag in twente moet worden beloond met een overwinning op ajax en de 2de plek #tweaja',
 u'kan een hele mooie dag worden indien ajax vanmiddag zijn 31ste landstitel wint #31 #tweaja',
 u'zou het echt die mooie dag worden die we hopen ??? #31 #tweaja',
 u'maar eens opmaken voor een drukke dag vandaag #hschec #tweaja #queensnight',
 u'wakker vandaag is de dag laat die mafkezen maar komen hier is jullie hel de hel van enschede #tweaja',
 u'wordt dit een dag om nooit te vergeten heb er iig zin in en ben blij dat ik er bij mag zijn wij zijn ajax wij zijn de beste #tweaja',
 u'weer een spannende dag in de eredivisie vandaag kom op fc twente #rodpsv #tweaja #feyaza',
 u'belangrijke dag vandaag #tweaja',
 u'vandaag word een mooie dag samen met @davidleijstra onze gasten ontvangen bij #tweaja #zinin #gastvrijheid #miseenplace',
 u'@frankeelicious1 vandaag is de dag dat twente eens goed gaat voetballen #tweaja',
 u"oeiii vandaag is de dag dat ik zorg dat ik amsterdam ontvlucht om ajax's overwinning vanaaf in groningen te gaan vieren #tweaja",
 u'wakker weer verder word een prachtige dag vandaag #ajax #kampioen #31 #tweaja',
 u'gm nu al een mooie dag eerst naar enschede voor #tweaja los vd uitslag wordt dit een mooie skybox ervaring met @marije1707 en vanavond 1 2',
 u'vandaag de dag dat ajax kampioen word #ajaxkampioenen #tweaja',
 u'vandaag kan het een mooie dag worden #rodpsv #feyaz #tweaja',
 u'@jphaast matchday en kampioenen dag #tweaja',
 u'vandaag is de dag ajax word kampioen #tweaja http://t.co/uvpdynfe',
 u'vandaag #tweaja de dag dat we net als vorig jaar kampioen gaan worden',
 u'matchday today kijken hoe deze dag we doorbrengen #tweaja',
 u'is kijken wat deze dag voor psv gaat opleveren #rodpsv ik hoop 1 -2 #tweaja en #feyaz ik hoop dat #feyaz gelijk word en ik ben voor 020',
 u'vandaag grote dag voor ajax vandaag die schaal pakken mannen #tweaja @afcajax',
 u'@ svh_max vandaag grote dag voor ajax vandaag die schaal pakken mannen #tweaja @afcajax ajax terror heeeeeaaajj',
 u'vandaag wordt het weer de mooiste dag van me leven #tweaja ajax wordt kampioen',
 u'vandaag de dag dat #ajax wederom kampioen worden mag #tweaja #zoveelzin',
 u'lkkr ontbijtje vandaag hele dag voetbal #rodpsv #tweaja',
 u'toch een spannende dag vandaag ondanks dat ik pas woensdag denk #ajax #tweaja',
 u'vandaag een leuke dag dalijk #tweaja en daarna na verjaardag van chad en tante',
 u'vandaag belangrijke dag #tweaja',
 u'prima dag om kampioen te worden #tweaja',
 u'nu al een hele gekke dag #reservevifitdopje #bussieleiden #volgas #nmnh #tweaja',
 u'wakker :d vandaag hele dag voetbal kijken #tweaja #feyaz #rjcpsv en daarna hopelijk genieten van de uitslagen',
 u'de dag goed begonnen met een loopje nu opmaken voor de kraker theo werd kampioen met twente tegen twente en nu in twente #tweaja',
 u'vandaag kan wel eens een hele mooie dag worden #tweaja',
 u'belangrijke dag in de eredivisie gaat het vandaag gebeuren #tweaja',
 u'insmeren morgen en hele dag op terras zitten livemuziek erbij pluto 43 vanaf vier uur vanaaf beugelparty 18.00 uur maar eerst #tweaja',
 u'#tweaja vandaag is de dag dat we kampioen worden comeonafcamakeusproud',
 u'vandaag de dag van de kampioen #tweaja',
 u'vandaag de eerste dag dit seizoen dat de schaal mee gaat naar een stadion ik zeg meteen ook gebruik van maken #tweaja',
 u'vandaag 29 april de dag dat ajax voor de 31ste keer kampoein woord #tweaja joden & lt 3',
 u'@truckerdennis ja word mooie dag vandaag #feyaz #tweaja #grolsch en #bbq',
 u"heerlijk zo'n zondagochtend sportsessie prima begin van een veel belovende dag #koninginnenacht #tweaja",
 u'blom fluit #twefey s dat is ongeveer hetzelfde als ik die een dag natuurkunde mag geven #diegastsnapthetlevenniet',
 u'hoppa weer een dag werken nog 3 te gaan nog 5 te gaan voore matchday #twefey',
 u'ben kapot van een dag in 020 duik lekker op tijd mijn bed in om morgen uitgerust te kunnen genieten van #twefey',
 u'zoo slapen morgen grote dag #twefey #uitvak',
 u'morgen weer een mooie voetbal dag #adoaja #twefey #psvhee #aznac',
 u'lekker slapen morgen koken bij oma en #twefey leuke dag dus ff me opa bij de radio vandaan zien te slaan haha',
 u'#matchday het wordt een dag van aan of afhaken vanmorgen naar excelsior 20 met beloften #svv en vanmiddag #twefey',
 u"het kon wel eens zo'n dag worden 14:30 #twefey live aanwezig in #degrolschveste #zinin",
 u'hopen op een mooie dag vandaag maar heel hard duimen #twefey',
 u'we staan aan het begin van wat een mooie dag kan worden eerste ff verven en laminaat leggen en dan 3 punten pakken in enschede #twefey',
 u'yes #mclaren 1e en 3e! strax feyenoord nog winnen en die punten binnenhalen en dan heb ik een geweldige dag #rtlgp #f1 #twefey',
 u'vandaag wordt een mooie tv dag start van het nieuwe seizoen van #f1 en #jerseyshore alleen wel jammer dat ik niet naar #twefey kan kijken',
 u'supersunday straks #adoaja daarna #psvhee en #twefey en dan ga ik mooi naar het stadion voor #aznac fijne dag zo :)',
 u'eindelijk thuis nu heel de dag lekker voetbal kijken #adoaja #twefey',
 u'#gropsv 3 -0 #tweutr 0 -2 #ajanec 3 -0 beter wordt mijn dag niet',
 u'heerlijk voetbal avondje #vvvcal hopen dat het morgen net zo mooie dag word #tweutr #psvfey #azhee',
 u'nu slapen morgen mooie dag fc twente fc utrecht en sws twee concurrenten die punten verliezen #psvfey #azhee #excaja #tweutr',
 u'morgen #tweutr daarna hele dag aan school werken vooral voor nederlands anders wordt groepjee boooss ;p',
 u'@rikarendsen vandaag grote dag h\xe8 ???? #psvfey #tweutr',
 u"ik heb zo'n gevoel dat het een mooie dag kan worden voor psv #psvfey #excaja #tweutr #azhee #eredivisie #deschaalenbekerkomennaareindhoven",
 u'vandaag een voetbal dag #excaja #psvfey #tweutr #azhee',
 u'vandaag de helen dag voetbal kijken #eredivisielive #excaja #psvfey #azhee #tweutr #sport1 #manchesterunited #arsenal',
 u'vandaag heerlijke voetbal dag met #excaja #psvfey #tweutr #azhee #heerlijk',
 u'@henkwestbroek je broer krijgt zware dag vandaag #forzautreg #wegaanwinnen #tweutr',
 u'we beginnen de dag bij de kater @enschede met een irish coffee goeie voorbereiding #tweutr',
 u'kut zondag het is de laatste dag van de vakantie #snik laten we hopen dat fc utrecht het weer goed maakt #tweutr',
 u'voorbij wordt een mooie dag want de top 5 gaat sowieso punten verspelen :d #psvfey #tweutr #azhee',
 u'slapenn morgen een mooie dag #az #utraz',
 u'slapen lange maar ook mooie dag morgen #utrpsv #echtefan',
 u'zo en nu lekker me bedje in gaan morgen weer een nieuwe dag #matchday #utrpsv',
 u'vandaag namelijk met @jeroennotenboom en @vanhommel hele dag algebra oefenen in # utrpsv-klederdracht',
 u'vandaag is de enigste dag dat ik hoop dat ajax wint als psv dan wint staan we bovenaan #utrpsv #praatmee',
 u'op weg naar wedstrijd 2 van de dag #utrpsv @samborrowmen http://t.co/hm0upwxw',
 u'ook de tweede uitslag van de dag bevalt me prima nu psv nog #utrpsv',
 u'morgen alweer de laatste dag van de #os2012 #london als troost is wel de #eredivisie van start gegaan en morgen de 1e topper #ajaaz',
 u'@pinaatje @brechtjedeleij mooie laatste exotische dag nia hier eerste competitie dag #ajaaz in n zonnig stadion',
 u'vndg heel de dag voetbal kieken half 1 #utrfey half 3 manc chelsea half 5 #ajaaz',
 u'wakkeeeer beloofd een mooie dag te worden #cheman #ajaaz',
 u'vandaag is de dag dat ajax al afstand neemt van de andere titelkandidaten #ajax #ajaaz #eredivisie',
 u'heerlijk vrije dag en vandaag begint het seizoen echt en wij zijn er weer bij #opnaarde 32e #ajaaz',
 u'matchday op deze zonnige dag wat een heerlijk weertje even van genieten en vanmiddag #ajaaz #32',
 u'wakker lekker geslapen lange dag voetbal voor de boeg #twegro #utrfey #ajaaz',
 u'richting amsterdam tijd voor een mooie dag #ajaaz',
 u'daag #os geweldig event prachtige sporten en sporters nu weer naar de orde van de dag de #eredivisie is weer begonnen 1630 uur #ajaaz',
 u'word een top dag vandaag vanmiddag naar de arena voor een mooie pot voetbal\u2665\u2665\u2665 #ajaaz #ajax',
 u'ff laptop en ret van de dag beetje voetbal kijken denk ik #utrfey #twegro #ajaaz',
 u'w 8en tot 1e wedstrijd van deze dag begint #utrfey daarna #twegro en #heenec en als laatst de belangrijkste wedstrijd van vandaag #ajaaz',
 u'heerlijk weer een voetbal dag met #utrfey #twegro en natuurlijk #ajaaz en niet te vergeten #vitado en #heenec ik kijk er naar uit :)',
 u'na sport zaterdag zelf sport zondag kijken rusland argentini\xeb basketbal met #utrfey on the side half 5 mooiste pot vd dag #ajaaz',
 u'wat een fijn voetbal dagje #utrfey #twegro #heenec #vitado #ajaaz gelukkig vanmorgen al zon gepakt rest vd dag binnen',
 u'theo janssen rond met vitesse patat kratje bier en pakkie sigareten per dag #ajaaz #vitado',
 u'nu hopen dat az mijn dag goedmaakt #ajaaz',
 u'die eaglecam is toch wel het hoogtepunt van de dag denk ik #ajaxamsterdam #ajaaz #1630',
 u'top dag opzig trug in nederland jarig #ajaaz gehuurd en strx miss naar de mac (: alleeen nu moet ajax nog winnen',
 u'aankleden en opmaken voor het tweede rondje v d dag richting dierdonk #ajaaz #conditie #hardlopen']

In [241]:
for dt in dagTweets2:
    if "" in dt:
        print(dt)


nog 1 dag tot de laatste training & amp nog 2 dagen tot de wedstrijd van het jaar #feyaja #klassieker #spanning
@feyenoordpings nog 1 dag tot de laatste training & amp nog 2 dagen tot de wedstrijd van het jaar #feyaja #klassieker #spanning winnen
“ @feyenoordpings nog 1 dag tot de laatste training & amp nog 2 dagen tot de wedstrijd van het jaar #feyaja #klassieker #spanning ”
nog 1 dag tot de laatste training & amp nog 2 dagen tot de wedstrijd van het jaar #feyaja #klassieker #spanning

Segments Work


In [74]:
geonamesNL = pd.read_table('../timexNelleke/geonamesNL.txt', sep='\t', usecols=[1], names=['pName'])
geonamesNL.pName = geonamesNL.pName.str.lower()
geonamesNL_list = list(geonamesNL.pName) + getlinelist("../timexNelleke/20140318-placeNames.txt")
geonamesNL[4:6]


Out[74]:
pName
4 zwormertorenbrug
5 zwolse tocht

2 rows × 1 columns


In [75]:
stopwords = getlinelist('../timexNelleke/20140317-stopwords.txt') + getlinelist("../timexNelleke/20140318-foreignWords.txt")
otbasisgekeurd = getlinelist('../timexNelleke/OpenTaal-210G-basis-gekeurd.txt') 
otflexiformen = getlinelist('../timexNelleke/OpenTaal-210G-flexievormen.txt')
otbasisongekeurd = getlinelist('../timexNelleke/OpenTaal-210G-basis-ongekeurd.txt')
occTmx = getlinelist("../timexNelleke/20140318-occTmxAllEvAndTime.txt")
otbasisgekeurd = [otbg.lower() for otbg in otbasisgekeurd] # place names to exclude
otflexiformen = [otbg.lower() for otbg in otflexiformen]
otbasisongekeurd = [otbg.lower() for otbg in otbasisongekeurd]
otset = set(otbasisgekeurd) | set(otflexiformen)
otset = otset - set(otbasisongekeurd) # eliminate place names
otset = otset - set(occTmx) # eliminate occurred time expressions
otset = otset - set(geonamesNL_list) # eliminate place names from geonames NL
otlist = list(otset - set(stopwords)) # use content words only, eliminate stop words

len(otbasisgekeurd), len(otflexiformen), len(otbasisongekeurd), len(otlist), len(stopwords)


Out[75]:
(164313, 157100, 23773, 317780, 596)

In [76]:
event_table_ngram = pd.read_table('/vol/bigdata/users/hurrial/data/DutchSoccer11_12/tweets_converted.txt', parse_dates = [[2,3]], usecols=[0,2,3,4,5], \
                        encoding='utf-8', names=['event', 'user', 'dt','etime', 'ttext']) # index_col=[3]

event_table_ngram["ttextlist"] = event_table_ngram.ttext.str.split()
#event_table_ngram.drop_duplicates()
event_table_ngram.head(2)


Out[76]:
dt_etime event user ttext ttextlist
0 2012-03-04 03:50:47 ajapsv_s12 KimHogeweg8 @maaaiiikkee maar deze gekkind gast een #poging wagen om te slapen we spreken wel elkaar als #25maart2012 #ajapsv erop zit goed :p [@maaaiiikkee, maar, deze, gekkind, gast, een, #poging, wagen, om, te, slapen, we, spreken, wel, elkaar, als, #25maart2012, #ajapsv, erop, zit, goed, :p]
1 2012-03-04 12:35:51 ajapsv_s12 Riekeltloosman @franklinbode ok makker je gaat tog wel 25 maart weer naar ajax tog #ajapsv [@franklinbode, ok, makker, je, gaat, tog, wel, 25, maart, weer, naar, ajax, tog, #ajapsv]

2 rows × 5 columns


In [77]:
def time_to_event(groupForEvent, def_etimedict = etimedict):
    t_toevent = def_etimedict[groupForEvent.name] - groupForEvent.dt_etime
    groupForEvent['time_to_event'] = t_toevent
    
    return groupForEvent
    
event_table_ngram = event_table_ngram.groupby("event").apply(time_to_event)
event_table_ngram.tail(2)


Out[77]:
dt_etime event user ttext ttextlist time_to_event
703765 2011-12-22 06:45:52 utrtwe_f11 boltje81 ben al benieuwd naar opsporing verzocht #ajaaz #rellen #utrtwe #dhig [ben, al, benieuwd, naar, opsporing, verzocht, #ajaaz, #rellen, #utrtwe, #dhig] -17 days, 16:15:52
703766 2011-12-22 09:49:38 utrtwe_f11 CarlossFR rt @boltje81 ben al benieuwd naar opsporing verzocht #ajaaz #rellen #utrtwe #dhig [rt, @boltje81, ben, al, benieuwd, naar, opsporing, verzocht, #ajaaz, #rellen, #utrtwe, #dhig] -17 days, 19:19:38

2 rows × 6 columns


In [78]:
event_table_ngram["time_to_eventh"] = event_table_ngram.time_to_event.apply(lambda x: int(-x/np.timedelta64(1, 'h')))
event_table_ngram["time_to_eventhF"] = event_table_ngram.time_to_event.apply(lambda x: -x/np.timedelta64(1, 'h'))
event_table_ngram["time_to_event2h"] = event_table_ngram.time_to_event.apply(lambda x: int(-x/np.timedelta64(2, 'h')))
event_table_ngram.head(2)


Out[78]:
dt_etime event user ttext ttextlist time_to_event time_to_eventh time_to_eventhF time_to_event2h
0 2012-03-04 03:50:47 ajapsv_s12 KimHogeweg8 @maaaiiikkee maar deze gekkind gast een #poging wagen om te slapen we spreken wel elkaar als #25maart2012 #ajapsv erop zit goed :p [@maaaiiikkee, maar, deze, gekkind, gast, een, #poging, wagen, om, te, slapen, we, spreken, wel, elkaar, als, #25maart2012, #ajapsv, erop, zit, goed, :p] 21 days, 12:39:13 -516 -516.653611 -258
1 2012-03-04 12:35:51 ajapsv_s12 Riekeltloosman @franklinbode ok makker je gaat tog wel 25 maart weer naar ajax tog #ajapsv [@franklinbode, ok, makker, je, gaat, tog, wel, 25, maart, weer, naar, ajax, tog, #ajapsv] 21 days, 03:54:09 -507 -507.902500 -253

2 rows × 9 columns


In [79]:
#Eliminate RT's
useJustNonRTs, useJustRTs = True, False # just NonRTs
#useJustNonRTs, useJustRTs = False, True # just RTs
#useJustNonRTs, useJustRTs = False, False # Use all!
if useJustNonRTs:
    event_table_ngram = event_table_ngram[~event_table_ngram.ttext.str.contains("rt @", case=False)] # ~ not
elif useJustRTs:
    event_table_ngram = event_table_ngram[event_table_ngram.ttext.str.contains("rt @", case=False)] # ~ not
    
print("Use just Non-RTs:",useJustNonRTs, "UseJustRTs:",useJustRTs, "Length:",len(event_table_ngram))


('Use just Non-RTs:', True, 'UseJustRTs:', False, 'Length:', 414311)

In [80]:
# choose day range: 8, 0 is between event time and 8 day before. -8, 0 is between event time and 8 days after.
# every time use a range because some multiple hashtagged tweets cause large errors. like 500 hours.
useDayRange = True
if useDayRange:
    event_table_ngram = event_table_ngram[(event_table_ngram.time_to_event < np.timedelta64(8,'D')) & (event_table_ngram.time_to_event > np.timedelta64(0,'D'))]
print('Use day range:',useDayRange,'Tweets count:',len(event_table_ngram))
event_table_ngram.head(2)


('Use day range:', True, 'Tweets count:', 138141)
Out[80]:
dt_etime event user ttext ttextlist time_to_event time_to_eventh time_to_eventhF time_to_event2h
311 2012-03-17 21:52:23 ajapsv_s12 centralpoint_nl @jackvermonden morgen bij #adoaja wel borden van centralpoint.nl maar geen foto wedstrijd volgende week weer bij #ajapsv een fotowedstrijd [@jackvermonden, morgen, bij, #adoaja, wel, borden, van, centralpoint.nl, maar, geen, foto, wedstrijd, volgende, week, weer, bij, #ajapsv, een, fotowedstrijd] 7 days, 18:37:37 -186 -186.626944 -93
313 2012-03-18 12:24:15 ajapsv_s12 leondejonge10 @mootje115 nee wou vrijdag doen maar was niet aan toe gekomen volgende week zeker inzetten #ajapsv [@mootje115, nee, wou, vrijdag, doen, maar, was, niet, aan, toe, gekomen, volgende, week, zeker, inzetten, #ajapsv] 7 days, 04:05:45 -172 -172.095833 -86

2 rows × 9 columns


In [81]:
# eliminate OOV, stop, place, tmx words
word_set = set()
for w_list in event_table_ngram.ttextlist:
    for w in w_list:
        word_set.add(w)
occ_w_list = (set(otlist) & word_set)

len(occ_w_list)


Out[81]:
17458

In [82]:
word_counter = Counter()
for w in occ_w_list:
    word_counter[w] = 0 # needed to not to include words which are not in occ_w_list
for word_list in event_table_ngram.ttextlist:
    for w in word_list:
        if w in word_counter: #is alpha eliminates multi word expressions
            word_counter[w] += 1

In [83]:
wordFreqList = []
for w, freq in word_counter.most_common():
    wordFreqList.append(w+'\t'+str(freq))
writelinelist('../timexNelleke/20140318-contentWordFreq', wordFreqList)

In [22]:
# all_words = set(dict(word_counter.most_common(10239))) # set of keys!
allwords = []
occThres = 1
elimCount = 0
for k,v in  word_counter.most_common():
    if v > occThres:
        allwords.append(k)
    else:
        break # since the counter is ordered, if it is not more than threshold any more, just break!
print('Occurrence Threshold:', occThres, 'Word Count', len(allwords), 'eliminated:',len(word_counter) - len(allwords))


('Occurrence Threshold:', 1, 'Word Count', 10239, 'eliminated:', 7291)

In [25]:
event_table_ngram["ttextCounter"] = event_table_ngram.ttextlist.apply(lambda x: Counter(set(allwords) & set(x)))

In [26]:
agg_counter = {}
for name, mygroup in event_table_ngram.groupby("time_to_eventh")["ttextCounter"]:
    agg_counter[name] = Counter()
    agg_counter[name]['frameTwCnt'] = len(mygroup)
    for element in mygroup:
        agg_counter[name].update(element)

In [27]:
wordFreqFrame = pd.DataFrame(agg_counter)
wordFreqFrame.head(3)


Out[27]:
-191 -190 -189 -188 -187 -186 -185 -184 -183 -182 -181 -180 -179 -178 -177 -176 -175 -174 -173 -172
's NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...
06 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...
a-selectie NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...

3 rows × 192 columns


In [61]:
wordFreqFrameTDesc = wordFreqFrame.T.describe()
wordFreqFrameTTDesc = wordFreqFrameTDesc.T
wordFreqFrameTTDesc.sort(['std', 'mean'], ascending=False)
wordFreqFrameTTDesc.head(3)


/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
Out[61]:
count mean std min 25% 50% 75% max
's 40 2.525 2.18371 1 1 1 3.25 9
06 10 2.000 2.00000 1 1 1 1.75 7
a-selectie 4 1.000 0.00000 1 1 1 1.00 1

3 rows × 8 columns


In [156]:
def dfSummary(s):
    return pd.Series({'xStd':s.std(),'xCount':s.count(),'xMean':s.mean(), 'xMad':s.mad(), 'xQuant5':s.quantile(0.05), \
                      'xQuant95':s.quantile(0.95), 'xMin':s.min(), 'xMax':s.max(), 'xMedian':s.median()})

wordFreqFrameTDesc = wordFreqFrame.T.apply(dfSummary)
wordFreqFrameTTDesc = wordFreqFrameTDesc.T
wordFreqFrameTTDesc = wordFreqFrameTTDesc.sort(['xStd', 'xMean'], ascending=False)
wordFreqFrameTTDesc.head(4)


/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
/home/hurrial/anaconda/lib/python2.7/site-packages/pandas/compat/scipy.py:68: DeprecationWarning: using a non-integer number instead of an integer will result in an error in the future
  score = values[idx]
Out[156]:
xCount xMad xMax xMean xMedian xMin xQuant5 xQuant95 xStd
frameTwCnt 192 978.972982 39790 719.484375 126 5 12 1302.95 3349.058561
kijken 159 180.698232 9020 108.811321 5 1 1 109.60 750.984259
klaar 106 67.725703 2620 40.933962 3 1 1 81.50 259.420426
gaat 175 49.900082 1893 36.537143 6 1 1 62.50 165.901430

4 rows × 9 columns


In [162]:
#wordFreqFrameTTDescTmp = 
wordFreqFrameTTDesc.sort(['xCount','xMad'], ascending=[1, 0]).to_csv('../timexNelleke/20140310-Wsummary', sep='\t')
#wordFreqFrameTTDesc.xCount.head()

In [261]:
wordFreqFrame.T.frameTwCnt.head()


Out[261]:
-191    10
-190    14
-189    18
-188    12
-187    21
Name: frameTwCnt, dtype: float64

In [79]:
from statsmodels.robust import mad as smad
smad([2, 6, 6, 12, 17, 25 ,32], c=1.48), pd.Series([2, 6, 6, 12, 17, 25 ,32]).mad()
#statsmodels


Out[79]:
(8.1081081081081088, 8.8979591836734695)

In [103]:
from scipy.stats import kde

x1 = np.random.normal(0, 3, 50)
x2 = np.random.normal(4, 1, 50)
x = np.r_[x1, x2]
x = np.array([2, 6, 6,7,8, 12, 17, 25 ,32])
x=wordFreqFrame.ix['kijk'].fillna(0)

density = kde.gaussian_kde(x)
xgrid = np.linspace(x.min(), x.max(), 100)
plt.hist(x, bins=8, normed=True)
plt.plot(xgrid, density(xgrid), 'r-')
plt.show()



In [104]:
kurtosis(density(xgrid)), skew(density(xgrid),)


Out[104]:
(16.33745675525047, 4.1553989386908485)

In [367]:
(wordFreqFrame*wordFreqFrame.columns).T.median().to_csv("../timexNelleke/20140307-medianEstimContWords", encoding='utf-8', sep="\t")

In [166]:
wordFreqFrame.ix['kijken'].plot()


Out[166]:
<matplotlib.axes.AxesSubplot at 0x54e03e90>

In [170]:
myList = wordFreqFrame.ix['helemaal'].copy()
print(len(myList),myList.median())
myList = myList[~is_outlier(myList)]
print(len(myList),myList.median())
myList.plot()


(192, 2.0)
(186, 2.0)
Out[170]:
<matplotlib.axes.AxesSubplot at 0x50182b10>

In [142]:
wordFreqFrameNorm = wordFreqFrame/wordFreqFrame.ix['frameTwCnt']

In [143]:
wordFreqFrameNorm.ix['kijken'].fillna(0).plot()#/wordFreqFrame.ix['frameTwCnt']).plot()


Out[143]:
<matplotlib.axes.AxesSubplot at 0x5016bf50>

In [278]:
pd.rolling_mean(wordFreqFrame.ix['spanning'].fillna(0),4).plot()


Out[278]:
<matplotlib.axes.AxesSubplot at 0xbe2c1a10>

In [255]:
wordFreqFrameNormKurt=wordFreqFrameNorm.T.fillna(0).apply(kurtosis)
wordFreqFrameNormKurt.sort()

In [256]:
wordFreqFrameKurt=wordFreqFrame.T.fillna(0).apply(kurtosis)
wordFreqFrameKurt.sort()

In [296]:
wordFreqFrameSkew=wordFreqFrame.T.fillna(0).apply(skew, bias=False)
wordFreqFrameSkew.sort()

In [270]:
wordFreqFrameNormKurt.head(5)


Out[270]:
frameTwCnt   -3.000000
kuip          2.075949
training      2.470700
spanning      2.895115
grote         2.966013
dtype: float64

In [258]:
wordFreqFrameKurt.ix["kijken"], wordFreqFrameKurt.head(5)


Out[258]:
(150.38823962944437,
 promo           4.716279
video           5.575112
ingevuld        7.254438
kaartverkoop    7.386666
nogmaals        7.433862
dtype: float64)

In [298]:
wordFreqFrameSkew[0:5]


Out[298]:
video       2.363112
ingevuld    2.607098
promo       2.612029
aanloop     2.708711
nogmaals    2.773681
dtype: float64

In [200]:
occCounts = {}
for ind, myrow in wordFreqFrame.iterrows():
    occCounts[ind] = myrow.count() # number of cells which has a value
    
wordFreqFrame['wordOccCnt'] = pd.Series(occCounts)
wordFreqFrame = wordFreqFrame.sort(['wordOccCnt'], ascending=False) #.head(2)

#wordFreqFrame.fillna(0).astype(int).to_csv('../timexNelleke/20140307-contentWordsPer8hFrame', encoding='utf-8',sep='\t')

In [267]:
wordFreqFrameNormT = wordFreqFrameNorm.T
wffCorrNorm = wordFreqFrameNormT.corr() # min_periods=13
print(len(wffCorrNorm))
wffCorrNorm.head()


10240
Out[267]:
tunnelvisie    1
vijver         1
orakel         1
Name: gaat, dtype: float64

In [262]:
wordFreqFrameT = wordFreqFrame.T
wffCorr = wordFreqFrameT.corr() # min_periods=13
print(len(wffCorr))
wffCorr.head()


10240
Out[262]:
's 06 a-selectie a.u.b. aai aait aanbeland aanbevolen aanbieden aanbieding aanbiedingen aanbod aanbouw aanbrengen aandacht aandeel aandeelhoudersovereenkomst aandelen aandoen aandoenlijk
's 1.000000 -0.470188 NaN NaN NaN NaN NaN 1 1 0.725008 1 0 NaN NaN 0.666867 -0.359211 NaN 0.536056 0.767174 NaN ...
06 -0.470188 1.000000 NaN NaN NaN NaN NaN NaN NaN -0.601646 NaN 1 NaN NaN -0.555926 NaN NaN NaN NaN NaN ...
a-selectie NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...
a.u.b. NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...
aai NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN ...

5 rows × 10240 columns


In [269]:
corrWordNorm = wffCorrNorm['gaat'].copy()
corrWordNorm.sort(ascending=False)
corrWordNorm.tail(3)


Out[269]:
zweep    NaN
zweept   NaN
zwepen   NaN
Name: gaat, dtype: float64

In [264]:
corrWord = wffCorr['gaat'].copy()
corrWord.sort(ascending=False)
corrWord.head(3)
#corrWord.head()


Out[264]:
klapband           1
voetbalschoenen    1
gepromoveerd       1
Name: gaat, dtype: float64

In [ ]:
for i in range(0,0-len(wordFreqFrame),-1):
    h23Freq = wordFreqFrame.ix[i].copy() #[wordFreqFrame[-23].notnull()]
    h23Freq = h23Freq[h23Freq>0]
    h23Freq.sort(ascending=False)
    h23Freq = h23Freq.astype(int)
    h23Freq.to_csv('../timexNelleke/frameWordFreq/frame-'+str(abs(i)), encoding='utf-8', sep='\t')

In [7]:
# this is for segments
event_table_seg = pd.read_table('../segmentSoccerTweets/segmentedSoccerTweets', parse_dates = [[2,3]], usecols=[0,2,3,4,5], \
                        encoding='utf-8', names=['event', 'user', 'dt','etime', 'ttext']) # index_col=[3]

event_table_seg.ttext = event_table_seg.ttext.str.replace('#[1234567]', '')

event_table_seg.drop_duplicates()
event_table_seg["ttextlist"] = event_table_seg.ttext.str.split(" \|\|\| ")
event_table_seg.head(2)


Out[7]:
dt_etime event user ttext ttextlist
0 2012-03-04 18:34:36 ajapsv_s12 JeremyWes @timshopvip ||| wie weet ||| alles ||| is ||| nu ||| mogelijk ||| wat mij betreft ||| HASHTAGajapsv ||| wordt ||| belangrijker dan ||| ooit ||| ga ||| een biertje ||| halen ||| tegen ||| m'n ||| verdriet ||| ;-) [@timshopvip, wie weet, alles, is, nu, mogelijk, wat mij betreft, HASHTAGajapsv, wordt, belangrijker dan, ooit, ga, een biertje, halen, tegen, m'n, verdriet, ;-)]
1 2012-03-08 10:22:04 ajapsv_s12 zeldenrijkje13 kolbein sigthorsson ||| hoopt ||| maandag ||| weer ||| aan ||| te ||| sluiten bij de groepstraining ||| en ||| aast op ||| een ||| rentree ||| tegen ||| psv ||| HASHTAGajapsv [kolbein sigthorsson, hoopt, maandag, weer, aan, te, sluiten bij de groepstraining, en, aast op, een, rentree, tegen, psv, HASHTAGajapsv]

2 rows × 5 columns


In [8]:
def time_to_event(groupForEvent, def_etimedict = etimedict):
    t_toevent = def_etimedict[groupForEvent.name] - groupForEvent.dt_etime
    groupForEvent['time_to_event'] = t_toevent
    
    return groupForEvent
    
event_table_seg = event_table_seg.groupby("event").apply(time_to_event)
event_table_seg.tail(2)


Out[8]:
dt_etime event user ttext ttextlist time_to_event
703765 2011-12-14 10:54:17 utrtwe_f11 WeLoveUtreg neemt ||| niet ||| weg ||| dat ||| wlu ||| hoopt dat ||| de daders ||| gepakt ||| worden ||| HASHTAGutrproat HASHTAGfcutrecht ||| HASHTAGutrtwe [neemt, niet, weg, dat, wlu, hoopt dat, de daders, gepakt, worden, HASHTAGutrproat HASHTAGfcutrecht, HASHTAGutrtwe] -9 days, 20:24:17
703766 2011-12-16 20:32:34 utrtwe_f11 20_100_G de ||| vier ||| verdachte ||| hooligans ||| die ||| in ||| bureau ||| hengeveld ||| werden ||| getoond ||| herkend ||| zijn ||| of ||| zichzelf ||| hebben ||| gemeld ||| HASHTAGutrtwe ||| HASHTAGutrproat HASHTAGfcutrecht [de, vier, verdachte, hooligans, die, in, bureau, hengeveld, werden, getoond, herkend, zijn, of, zichzelf, hebben, gemeld, HASHTAGutrtwe, HASHTAGutrproat HASHTAGfcutrecht] -12 days, 06:02:34

2 rows × 6 columns


In [76]:
event_table_seg["time_to_eventh"] = event_table_seg.time_to_event.apply(lambda x: int(-x/np.timedelta64(1, 'h')))
event_table_seg["time_to_eventhF"] = event_table_seg.time_to_event.apply(lambda x: -x/np.timedelta64(1, 'h'))
event_table_seg["time_to_event8h"] = event_table_seg.time_to_event.apply(lambda x: int(-x/np.timedelta64(8, 'h')))
event_table_seg.head(2)


Out[76]:
dt_etime event user ttext ttextlist time_to_event time_to_eventh time_to_eventhF time_to_event8h ttextCounter
15 2012-03-18 12:24:15 ajapsv_s12 leondejonge10 @mootje115 ||| nee ||| wou ||| vrijdag ||| doen ||| maar ||| was ||| niet ||| aan ||| toe ||| gekomen ||| volgende week ||| zeker ||| inzetten ||| HASHTAGajapsv [@mootje115, nee, wou, vrijdag, doen, maar, was, niet, aan, toe, gekomen, volgende week, zeker, inzetten, HASHTAGajapsv] 7 days, 04:05:45 -172 -172.095833 -21 {u'aan': 1, u'zeker': 1, u'was': 1, u'wou': 1, u'gekomen': 1, u'nee': 1, u'doen': 1, u'volgende week': 1, u'niet': 1, u'inzetten': 1, u'maar': 1, u'vrijdag': 1, u'toe': 1}
16 2012-03-18 14:08:54 ajapsv_s12 jackledoux HASHTAGadoaja ||| jammer ||| theo janssen ||| de ||| zwakke schakel ||| van ||| HASHTAGajax ||| geschorst voor ||| HASHTAGajapsv [HASHTAGadoaja, jammer, theo janssen, de, zwakke schakel, van, HASHTAGajax, geschorst voor, HASHTAGajapsv] 7 days, 02:21:06 -170 -170.351667 -21 {u'jammer': 1, u'van': 1, u'de': 1, u'zwakke schakel': 1, u'geschorst voor': 1, u'theo janssen': 1}

2 rows × 10 columns


In [78]:
segCounter = Counter()
for segL in event_table_seg.ttextlist:
    for segW in segL:
        if ('-' not in segW) and ('&' not in segW) and ('+' not in segW) and ('HASHTAG' not in segW) and \
    ('@' not in segW) and ('http://' not in segW) and ('?' not in segW) and ('=' not in segW) and ('%' not in segW) and \
    ('!' not in segW) and ('$' not in segW) and (segW.isalpha() or ' ' in segW): #is alpha eliminates multi word expressions
            segCounter[segW] += 1
            
most10000 = set(dict(segCounter.most_common(75000)))
event_table_seg["ttextCounter"] = event_table_seg.ttextlist.apply(lambda x: Counter(most10000 & set(x)))

aggCounter = {}
for name, mygroup in event_table_seg.groupby("time_to_event8h")["ttextCounter"]:
    aggCounter[name] = Counter()
    aggCounter[name]['frameTwCnt'] = len(mygroup)
    for element in mygroup:
        aggCounter[name].update(element)