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Troubleshooting

I see a backend error

  • refresh and retry
  • confirm season selection
  • note the page path and approximate time

If the issue persists, report: - URL/path - season selected - error text shown in UI

A chart/table looks inconsistent

  • compare against the related source page (for example team view vs match view)
  • check freshness badge
  • retry with the same season scope

Data feels stale

  • check header freshness badge
  • if stale persists, pipeline/signals publish may be delayed

FAQ

Where does data come from?

nwsl_analytics via web BFF routes (/api/v1/*) and MCP backend endpoints.

How often does data refresh?

After pipeline runs complete and publish. Freshness metadata is shown in the header.

How should I report bugs?

Provide: - page URL - season - expected vs actual behavior - screenshot if possible