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How to compare 2 DataFrames and generate a True if both of them are identical?
i have two DataFrame:
a = pd.DataFrame({‘StudentID’: [‘STUD1’, ‘STUD2’, ‘STUD3’], ‘class’: [‘Math’, ‘Science’, ‘Geography’], ‘Gender’: [‘Male’, ‘Male’, ‘Female’]})
a
StudentID class Gender
0 STUD1 Math Male
1 STUD2 Science Male
2 STUD3 Geography Female
b = pd.DataFrame({‘StudentID’: [‘STUD4’, ‘STUD5’, ‘STUD6’], ‘class’: [‘Math’, ‘Science’, ‘Geography’], ‘Gender’: [‘Male’, ‘Male’, ‘Male’]})
b
StudentID class Gender
0 STUD4 Math Male
1 STUD5 Science Male
2 STUD6 Geography Male
I am trying to merge b and a by matching the unique StudentID and class with the help of below code. But this does not compare the StudentID and class of both the DataFrames which i want it to check for the existence of matching StudentID and class.
df = pd.merge(a, b, on=[“StudentID”, “class”], how=”left”)
df
StudentID class Gender
STUD1 Math Male
STUD2 Science Male
STUD3 Geography Female
STUD4
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A:
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