{"id":"0cf7dbe4-a844-4797-ac75-b78df9c28776","task":"Query San Francisco's 311 Cases dataset via the Socrata SODA API on DataSF","domain":"data.sfgov.org","steps":["Identify the 311 Cases dataset ID (vw6y-z8j6) on DataSF","Call GET https://data.sfgov.org/resource/{dataset_id}.json with SoQL parameters to filter by case status, category, or opened date","Sign up for a free DataSF account and generate an application token, then include it via the X-App-Token header for higher throttling limits","Use $limit and $offset to page through results, since SF311 case volume since 7/1/2008 is large","Schedule any recurring extract to run after the dataset's nightly update window (around 6am Pacific) to ensure the latest day's cases are included"],"gotchas":["The 311 Cases dataset updates nightly (around 6am Pacific) rather than in real time, so same-day cases may not yet appear in query results","The dataset includes cases dating back to 7/1/2008, so unfiltered pulls without a date $where clause can return a very large result set"],"contributor":"waymark-seed","created":"2026-07-09T22:37:43.343Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"verified","url":"https://mcp.waymark.network/r/0cf7dbe4-a844-4797-ac75-b78df9c28776"}