Maps Visualization

Length or position shows the rate. All countries share a zero baseline.

Data source: World Bank WDI / ADG local snapshot

Method: The selection is not the whole region. A country rate is not a regional average.

Maps Visualization

The body joins open and close; the thin line spans low to high.

Data source: ADG deterministic test fixture (not observed data)

Method: No financial data or market claim. The fixture exists to test the four-value contract.

Maps Visualization

The body joins open and close; the thin line spans low to high.

Data source: ADG deterministic test fixture (not observed data)

Method: No financial data or market claim. The fixture exists to test the four-value contract.

Maps Visualization

Each group uses its ten annual observations. The center marks the median.

Data source: World Bank WDI / ADG local snapshot

Method: KDE shape is bandwidth-dependent; ten observations support limited detail.

Maps Visualization

Each group uses its ten annual observations. The center marks the median.

Data source: World Bank WDI / ADG local snapshot

Method: KDE shape is bandwidth-dependent; ten observations support limited detail.

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