In [1]:
import numpy as np
import pandas as pd
from pandas import Series, DataFrame
In [2]:
ser1 = Series([0,1,2], index=['A', 'B', 'C'])
ser1
Out[2]:
In [3]:
ser2 = Series([3,4,5,6], index=['A', 'B', 'C', 'D'])
ser2
Out[3]:
In [4]:
ser1 + ser2
Out[4]:
In [7]:
dframe1 = DataFrame(np.arange(4).reshape((2,2)), columns=list('AB'), index=['NYC', 'LA'])
dframe1
Out[7]:
In [8]:
dframe2 = DataFrame(np.arange(9).reshape((3,3,)), columns=list('ADC'), index=['NYC', 'SF', 'LA'])
dframe2
Out[8]:
In [9]:
dframe1 + dframe2
Out[9]:
In [10]:
dframe1.add(dframe2, fill_value=0)
Out[10]:
In [11]:
ser3 = dframe2.ix[0]
ser3
Out[11]:
In [12]:
dframe2 - ser3
Out[12]:
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