This section provides digestible information on the statistics and machine learning that may be done during data-centric projects. The aim of this section is to provide confidence in the analysis and its presentation and to provide a bridge between data experts and domain experts.
Different plots can be used for different insights and be useful for interpretation of further analysis.
Summary statistics can reveal interesting features in the data and suggest what further analysis is appropriate.
There are some simple rules to follow best practice when plotting the results of EDA.