Function reference

EDA Tools Simplified

Functions to help you quickly and easily get high-level EDA visuals

simplify.dataset_overview	Generates a consolidated exploratory summary of the dataset.
simplify.numeric	Perform exploratory data analysis (EDA) on numerical features in a dataset.
simplify.categorical_plot	Perform EDA on categorical columns in a dataset.
simplify.all_distributions	Generate distribution visualizations (e.g., histograms and bar charts) for numeric
simplify._ambiguous_columns_split	Separates numeric and categorical columns for a pandas Dataframe,