The exploration submoduleΒΆ
The exploration submodule provides methods for exploring data at a very high level and summarizing its characteristics. It can often be used to quickly determine whether various pre-processing techniques will be required by elucidating class imbalance, variable skewness, and extreme categorical arity.
See Exploratory data analysis examples