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pandas difference between two dataframes

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Repulsive Rhinoceros answered on April 18, 2020 Popularity 10/10 Helpfulness 3/10

answer pandas difference between two dataframes

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pandas difference between two dataframes

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source_df.merge(target_df,how='left',indicator=True).loc[lambda x:x['_merged']!='both']

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Contributed on Apr 18 2020

Repulsive Rhinoceros

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python pandas difference between two data frames

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diff_df = pd.merge(df1, df2, how='outer', indicator='Exist')

diff_df = diff_df.loc[diff_df['Exist'] != 'both']

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Contributed on Apr 28 2020

Pleasant Panda

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python dataframe calculate difference between columns

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import pandas as pd
  
# Create a DataFrame
df1 = { 'Name':['George','Andrea','micheal',
                'maggie','Ravi','Xien','Jalpa'],
        'score1':[62,47,55,74,32,77,86],
        'score2':[45,78,44,89,66,49,72]}
  
df1 = pd.DataFrame(df1,columns= ['Name','score1','score2'])
  
print("Given Dataframe :\n", df1)
  
# getting Difference
df1['Score_diff'] = df1['score1'] - df1['score2']
print("\nDifference of score1 and score2 :\n", df1)

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Contributed on Apr 16 2022

Sarah Vorsselmans

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difference between 2 dataframes

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df1.merge(df2,indicator = True, how='left').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

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Source: stackoverflow.com

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Contributed on Sep 05 2021

David the pythonistas

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find difference between two pandas dataframes

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# 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']

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Contributed on Jun 15 2021

Difficult Deer

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