Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
647 views
in Technique[技术] by (71.8m points)

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
See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Answer

0 votes
by (71.8m points)

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

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...