Use pivot_table instead of pivot or unstack

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Metadata

ID: python-pandas/pivot-table

Language: Python

Severity: Notice

Category: Best Practices

The functions isna and isnull are similar. However, this is a best practice to use isna since other methods use the same naming patterns.

table = df.unstack(level=0)

table = pd.pivot(
        df,
        index='foo',
        columns='bar',
        values='baz'
        )

table = df.pivot_table(
        df,
        values='D',
        index=['A', 'B'],
        columns=['C'],
        aggfunc=np.sum,
        fill_value=0

1
2
rulesets:
  - python-pandas     # Rules to enforce Python pandas.

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