This package generates comprehensive profile reports from DataFrames, including statistics like missing values, correlations, and distributions with HTML output. It targets data scientists performing initial data exploration and quality assessment before downstream tasks, including ML pipelines. Formerly known as pandas-profiling, it renamed to fg-data-profiling.