scikit-na

scikit-na is a Python package for missing data (NA) analysis. The package includes many functions for statistical analysis, modeling, and data visualization. The latter is done using two packages — matplotlib and Altair.

scikit-na visualizations

Features

  • Interactive report (based on ipywidgets)

  • Descriptive statistics

  • Hypotheses tests

  • Regression modelling

  • Data visualization