LOS ANGELES COUNTY / PUBLIC DEMO

See where community demand is outpacing support.

Anonymous need reports are translated into geographic demand signals, then compared with nearby nonprofit service capacity.

People represented—Across active reports

Demand reports—Anonymous and aggregated

Service providers—Verified + submitted resources

Critical gaps—High demand, low capacity

DEMAND MIX

Needs by category

HOW THE INDEX WORKS

Each map cell compares urgency-weighted people requesting help against the capacity of providers serving that category within the surrounding area.

Gap score(demand × urgency) ÷ available capacity

Demonstration data is clearly marked. Production deployments should validate provider capacity and publish a local data governance policy.