pandas_profiling.model.summary_algorithms

Functions

describe_boolean_1d(config, series, summary)

Describe a boolean series.

describe_categorical_1d(config, series, summary)

Describe a categorical series.

describe_counts(config, series, summary)

Counts the values in a series (with and without NaN, distinct).

describe_date_1d(config, series, summary)

Describe a date series.

describe_file_1d(config, series, summary)

rtype

Tuple[Settings, Series, dict]

describe_generic(config, series, summary)

Describe generic series.

describe_image_1d(config, series, summary)

rtype

Tuple[Settings, Series, dict]

describe_numeric_1d(config, series, summary)

Describe a numeric series.

describe_path_1d(config, series, summary)

Describe a path series.

describe_supported(config, series, …)

Describe a supported series.

describe_url_1d(config, series, summary)

Describe a url series.

func_nullable_series_contains(fn)

rtype

Callable

numeric_stats_numpy(present_values, series, …)

rtype

Dict[str, Any]

numeric_stats_pandas(series)

rtype

Dict[str, Any]

series_handle_nulls(fn)

Decorator for nullable series

series_hashable(fn)

rtype

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