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Friday, February 21, 2020

Pandas: combine (merge) DataFrames by column name

import pandas as pd

df1 = pd.DataFrame({'A':[1,2,3],'B':['a','b','c'],'C':['3years','4years','5years']}) 
df2 = pd.DataFrame({'D':[5,6,7],'B':['a','b','c']})
pd.merge(df1,df2,on='B') # merge the two dataframes by aligning on the column B.
>>
   A  B       C  D
0  1  a  3years  5
1  2  b  4years  6
2  3  c  5years  7