Quanta Analytica | MNS Consulting
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The ARAC Global Stability Analytics Dashboard

Fragility pressure, transformation and governance performance, and democratic institutions, held as three independent lenses rather than fused into a single score.

Cross-Indicator Analytics

Correlation between two indicators, with its full provenance.

Time mode
Indicator A
Indicator B
Method
Value basis
How calculated

Spearman rank correlation is the default because index distributions are bounded, ordinal-derived, and non-normal. Pearson is available as a deliberate secondary choice and is labelled as one.

Cross-provider correlation requires common-year mode. In latest-available mode each source reports its own most recent year, and pairing them would report a relationship between different periods, so the analysis is refused rather than annotated.

Raw provider values are the default basis. Direction-aligned values are available, and the basis is stated on this panel, on the axes, and in the provenance line.

Correlation Heatmap

Approved-domain correlation matrix, one concept domain at a time.

Value basis

Select a domain and two different sources to view the matrix.

How calculated

Each cell is one Spearman correlation, computed exactly as the single-pair panel above computes it, restricted to variable pairs the concept crosswalk approves within one domain. A refused cell (insufficient N, no variance) is shown as a refusal with its reason, not left blank, because a blank cell would read as zero association.