Data source: correctional_trends_synthetic_v4.csv (synthetic data).

The facility chart is built natively in plotly with custom hover text showing resident count and parole rate. The offense type chart uses ggplotly() to convert a ggplot2 chart to an interactive plotly chart. The admissions chart includes a range slider for time navigation. The resident table is built with DT and supports per-column filtering, sorting, and pagination.

All data is synthetic and for demonstration purposes only.