Workflow guide

Report overview dashboard

Generated 2026-05-30 16:57 UTC · start here when you want the shortest route from raw data to action.

Main jobs this project does

A simple path: collect data, surface problems, then open the provider that needs attention.

1) Fetch source datasets

Collect latest parking-spots, parking-sites, and sources snapshots from providers and store raw payload history.

2) Analyze quality and anomalies

Run schema, value, timeliness, and coordinate/geometry checks to produce quality metrics and provider audits.

3) Report and prioritize actions

Publish dashboards and source drilldowns with AI-prioritized recommendations for cleanup work.

4) Investigate providers

Review the AI-ranked provider queue and open source audits for the exact evidence behind each score.

5) Validate a source mapping

Use the quick validator when you need a direct source check before or after a deeper investigation.