Variable Types to Dataframe

[the-whopper]

Proposed feature

It would be really useful to get a simple datafame containing the Variable name and the inferred variable type.

[ankitrajixr]

Can we please work on this?

[yaosting]

Maybe we can learn from featuretools or other feature engineering package

[luckyzero0]

@the-whopper I'm thinking that this might be a faster solution instead of creating a new feature for it.

df = pd.DataFrame({
    'vartype_numeric': [1, 2, 3],
    'vartype_bool': [True, False, True],
    'vartype_datetime': pd.to_datetime(['2021-01-01', '2022-01-01', '2023-01-01']),
    'vartype_unsupported': pd.to_timedelta([1, 2, 3], unit='days'),
    'vartype_categorical': pd.Categorical([1, 2, 3])
})

report = ProfileReport(df)
summary_df= pd.DataFrame(report.get_description()['variables'])

summary_df