pandas_profiling.model.summary_algorithms

Functions

chi_square([values, histogram])

rtype

dict

describe_boolean_1d(config, series, summary)

pandas_describe_boolean_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a boolean series.

describe_categorical_1d(config, series, summary)

pandas_describe_categorical_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a categorical series.

describe_counts(config, series, summary)

pandas_describe_counts(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Counts the values in a series (with and without NaN, distinct).

describe_date_1d(config, series, summary)

pandas_describe_date_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a date series.

describe_file_1d(config, series, summary)

rtype

Tuple[Settings, Any, dict]

describe_generic(config, series, summary)

pandas_describe_generic(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe generic series.

describe_image_1d(config, series, summary)

rtype

Tuple[Settings, Any, dict]

describe_numeric_1d(config, series, summary)

pandas_describe_numeric_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a numeric series.

describe_path_1d(config, series, summary)

pandas_describe_path_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a path series.

describe_supported(config, series, ...)

pandas_describe_supported(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, series_description: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a supported series.

describe_url_1d(config, series, summary)

pandas_describe_url_1d(config: pandas_profiling.config.Settings, series: pandas.core.series.Series, summary: dict) -> Tuple[pandas_profiling.config.Settings, pandas.core.series.Series, dict] Describe a url series.

func_nullable_series_contains(fn)

rtype

Callable

histogram_compute(config, finite_values, ...)

rtype

dict

named_aggregate_summary(series, key)

rtype

dict

series_handle_nulls(fn)

Decorator for nullable series

series_hashable(fn)

rtype

Callable[[Settings, Series, dict], Tuple[Settings, Series, dict]]