pythonpandaspython-2.7merge

how to merge two data frames based on particular column in pandas python?

I have to merge two dataframes:

df1

company,standard
tata,A1
cts,A2
dell,A3

df2

company,return
tata,71
dell,78
cts,27
hcl,23

I have to unify both dataframes to one dataframe. I need output like:

company,standard,return
tata,A1,71
cts,A2,27
dell,A3,78
Solution

  • Use merge:

    print (pd.merge(df1, df2, on='company'))

    Sample:

    print (df1)
  company standard
0    tata       A1
1     cts       A2
2    dell       A3

print (df2)
  company  return
0    tata      71
1    dell      78
2     cts      27
3     hcl      23

print (pd.merge(df1, df2, on='company'))
  company standard  return
0    tata       A1      71
1     cts       A2      27
2    dell       A3      78