A dashboard panel is a configured Evidently component that renders report information in the UI. DashboardPanelPlot displays a measurement as a line plot, bar plot, scatter plot, or histogram. Panels also define presentation properties such as title and width. section 6.2.1
Choose a plot panel when the dashboard needs to show:
- A measurement trend as a line plot. section 6.2.1
- Comparisons, distributions, or relationships as a bar plot, histogram, or scatter plot. section 6.2.1
- A reusable visualization inside a project dashboard alongside counter panels for titles or summary values. section 6.2.1
Income-classifier monitoring dashboard
An Evidently project can organize data snapshots for an income-classifier system and combine plot panels with a counter showing the share of drifted features. The resulting dashboard turns report measurements into operational monitoring views. section 6.2.1
