Answers for "dataframe and series difference in pandas"

4

pandas series vs dataframe

dataframe (think 2D array) is made up of multiple series (1D array)
Posted by: Guest on July-29-2020
0

pandas difference between two dataframes

source_df.merge(target_df,how='left',indicator=True).loc[lambda x:x['_merged']!='both']
Posted by: Guest on April-18-2020
0

find difference between two pandas dataframes

# by doing outer, you will get records from both the sides.
f = df1.merge(df2,indicator = True, how='outer').loc[lambda x : x['_merge']!='both']
Out[421]: 
   A  B     _merge
1  2  3  left_only
2  3  4  left_only
3  3  4  left_only

left_unique_result = f.loc[lambda x: x['_merge'] == 'left_only']
right_unique_result = f.loc[lambda x: x['_merge'] == 'right_only']
Posted by: Guest on June-15-2021

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