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Collection bench / explainable-data-components

6 selected components

Every number needs context

Explainable data components

Charts become useful when people can understand the source, period, unit, uncertainty, comparison, and consequence. These components pair compact visuals with the text and controls required to make a responsible decision.

accessible chartsexplainable analyticsdata UIKPI context

Why this set works

A stronger implementation baseline.

Units, periods, sources, and uncertainty stay attached to each value

Anomalies include a readable explanation and investigation path

Partial and stale data states remain visible before decisions are made

Working source

Preview, customize, and download.

Preview of Signal Metric context card
Metrics and KPIs

Signal Metric context card

Signal Metric context card is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component
Preview of Signal Labelled mini chart
Metrics and KPIs

Signal Labelled mini chart

Signal Labelled mini chart is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component
Preview of Signal Anomaly narrative card
Metrics and KPIs

Signal Anomaly narrative card

Signal Anomaly narrative card is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component
Preview of Signal Cohort explorer
Metrics and KPIs

Signal Cohort explorer

Signal Cohort explorer is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component
Preview of Signal Scenario comparison matrix
Metrics and KPIs

Signal Scenario comparison matrix

Signal Scenario comparison matrix is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component
Preview of Signal Decision observatory
Metrics and KPIs

Signal Decision observatory

Signal Decision observatory is an accessible, animated metrics and kpis pattern with visible evidence and reversible actions.

Open component

Before shipping

Implementation checklist.

Use these checks after adapting the components to your content and application state.

  1. 01

    Name the source, unit, comparison period, and update time.

  2. 02

    Explain confidence and missing data in language suited to the audience.

  3. 03

    Provide a text or table equivalent for visual encodings.

  4. 04

    Keep filtering controls from silently changing the meaning of a metric.

Implementation guidance

Understand the decisions behind the code.

Accessibility & Semantics · 11 minAccessible data visualization for frontend dashboardsInteractive UI Patterns · 11 minResponsive data tables that preserve meaning on mobilePerformance & Core Web Vitals · 9 minPrevent Cumulative Layout Shift in component-heavy pagesCSS & Responsive Design · 10 minCSS container queries for truly reusable components