The eda module has functions to support exploratory data analysis.

Statistical moments

The 10 Minutes To Appelpy notebook shows the statistical moments of the California Test Score dataset.

  • Binder: interactive experience of the 10 Minutes to Appelpy tutorial via Binder.
  • nbviewer: static render of the 10 Minutes to Appelpy notebook.
from appelpy.eda import statistical_moments

Correlation heatmap

The correlation_heatmap method produces a heatmap (triangular form) of the correlation matrix, given a dataset df.