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Explode multiple columns pandas

How explode by using two columns pandas

df.set_index('col1').apply(pd.Series.explode).reset_index()

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Explode multiple columns pandas

(df.apply(lambda x: x.apply(pd.Series).stack())
              .reset_index()
              .drop('level_1', 1))

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