Pandas Profiling

A Pandas Profiling plugin.

PandasProfilingPlugin concatenates features and target(s) and builds an EDA report. If WandBPlugin is included alongside this plugin, the report will also be logged to the Weights and Biases project.

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PandasProfilingPlugin

 PandasProfilingPlugin (title:str='pandas_profiling_report',
                        explorative:bool=False, minimal:bool=True,
                        html_path:Union[str,pathlib.Path]=None, **kwargs)

Pandas Profiling plugin. Kwargs from the constructor are passed to ProfileReport().

	Type	Default	Details
title	str	pandas_profiling_report	Report title.
explorative	bool	False	Enable explorative mode. Default False.
minimal	bool	True	Enable minimal mode. Default True.
html_path	typing.Union[str, pathlib.Path]	None	Path where the HTML report will be saved. Default is the title of the report.
kwargs

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PandasProfilingPlugin.on_setup_data

 PandasProfilingPlugin.on_setup_data ()

Create Pandas Profiling HTML report.