How to merge multiple dataframes in pandas

Code examples

8
0

join on column pandas

# df1 as main df and use the feild from df2 and map it into df1

df1.merge(df2,on='columnName',how='left')
6
0

pandas left join

df.merge(df2, left_on = "doc_id", right_on = "doc_num", how = "left")
6
0

combining 2 dataframes pandas

df_3 = pd.concat([df_1, df_2])
4
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merge two dataframes based on column

df_outer = pd.merge(df1, df2, on='id', how='outer')

df_outer
2
0

how to merge two dataframes

df_merge_col = pd.merge(df_row, df3, on='id')

df_merge_col
1
0

pandas merge multiple dataframes

import pandas as pd
from functools import reduce

# compile the list of dataframes you want to merge
data_frames = [df1, df2, df3]
df_merged = reduce(lambda  left,right: pd.merge(left,right,on=['key_col'],
                                            how='outer'), data_frames)

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