[Python] What does axis in pandas mean?

Discussão em 'Python' iniciado por Stack, Maio 24, 2025.

  1. Stack

    Stack Membro Participativo

    Here is my code to generate a dataframe:

    import pandas as pd
    import numpy as np

    dff = pd.DataFrame(np.random.randn(1, 2), columns=list('AB'))


    then I got the dataframe:

    A B
    0 0.626386 1.52325


    When I type the command dff.mean(axis=1), I get:

    0 1.074821
    dtype: float64


    According to the reference of pandas, axis=1 stands for columns and I expect the result of the command to be

    A 0.626386
    B 1.523255
    dtype: float64


    So what does axis in pandas mean?

    Continue reading...

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