eda
Overview
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.
- : interactive experience of the 10 Minutes to Appelpy tutorial via Binder.
- : static render of the 10 Minutes to Appelpy notebook.
from appelpy.eda import statistical_moments
statistical_moments(df)
Correlation heatmap
The correlation_heatmap
method produces a heatmap (triangular form) of the correlation matrix, given a dataset df
.