data-drift

Statistical visualizations for distribution and drift analysis

I use distribution plots to decide whether a feature is stable enough to model, whether it needs transformation, or whether data drift is already happening. Seaborn makes it easy to compare classes, cohorts, or time windows. The visual check usually c