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_timeseries_1d(config, series, summary)	pandas_describe_timeseries_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 timeseries.
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]]