In [92]:

    

import matplotlib.pyplot as plt
import pandas as pd
from pandas.tools.plotting import scatter_matrix
from io import StringIO
import numpy as np
import datetime


    

In [77]:

    

names = ['subject', 'month', 'date', 'day', 'hour']
df.reset_index(level=0, inplace=True)
df=pd.read_csv("data.csv", names=names)


    

In [75]:

    

df.head(4)


    

    
Out[75]:






  

    

      

      
subject
      
month
      
date
      
day
      
hour
    
  
  

    

      
0
      
1
      
September
      
16
      
Saturday
      
22
    
    

      
1
      
1
      
September
      
16
      
Saturday
      
22
    
    

      
2
      
2
      
September
      
16
      
Saturday
      
22
    
    

      
3
      
2
      
September
      
16
      
Saturday
      
22
    
  

In [78]:

    

df.iloc[:,0].head(4)
df[['subject']].plot(kind='bar')


    

    
Out[78]:





<matplotlib.axes._subplots.AxesSubplot at 0x7f11e0c70e10>

In [108]:

    

df["hour"].hist(color='k', alpha=0.75)
plt.show()
df["subject"].hist(color='k', alpha=0.95, edgecolor='black', linewidth=1.2)
plt.show()
df["subject"].plot.box()
plt.show()


    

In [95]:

    

# scatter plot matrix
scatter_matrix(df)
plt.show()


    

In [ ]: