pattern:viz:correlation-matrix

Usage and retention correlate strongly, while support tickets are inversely related to every metric.
light sha256:de6a32e63147…

pattern:viz:time-grid-heatmap

Lunch blocks mid-week trend hottest, with lighter mornings and Friday tapering off.
light sha256:6deab9d419bd…

Certified: 4 results

artifact_certify on correlation-matrix, drawn in light: coverage certified, conformant true.

accessibility equivalence a11yEquivalence
pass
determinism determinism
pass
contrast contrast
unchecked
accuracy accuracy
pass

Contrast: No gradeable OODS series paint: the compiled spec has no color encoding or OODS mark color, or none of its series paints rendered — author-decorative colors are skipped as chrome. certify grades the series-to-paint assignment of the rendered chart (the compiled spec rendered through @oods/viz-render), against the requested CSS scope canvas. Scope: light/A.

Its narrative

Expansion tracks with usage/retention, support ticket volume is the only negative driver.

  • Usage↔Retention correlation = 0.78
  • Support inverse relationship is strongest vs usage

Its data table

Correlation coefficients
MetricMetricCorrelation
UsageUsage1
UsageRetention0.78
UsageExpansion0.46
UsageSupport-0.32
RetentionUsage0.78
RetentionRetention1
RetentionExpansion0.54
RetentionSupport-0.28
ExpansionUsage0.46
ExpansionRetention0.54
ExpansionExpansion1
ExpansionSupport-0.12
SupportUsage-0.32
SupportRetention-0.28
SupportExpansion-0.12
SupportSupport1

Certification covers charts only: it measures the chart's specification. A pass means no offered rule found a problem, not a general promise. An ECharts type certifies only when its data is supplied.

The call
{
  "brand": "A",
  "theme": "light",
  "spec": { … the normalized spec viz_render returned … }
}