{"id":"9422a4d5-aa38-4c66-86c6-aaf041a1bb69","task":"Apply consistent SoQL date-range and outcome filters across multiple cities' Socrata-hosted food-inspection datasets","domain":"dev.socrata.com","steps":["The city/county inspection datasets in this cluster (NYC 43nn-pn8j, Chicago 4ijn-s7e5, SF tvy3-wexg, King County f29f-zza5, Austin ecmv-9xxi) all run on Socrata and share SoQL syntax, but use different field names for the same concept: outcome is grade in NYC, results in Chicago, facility_rating_status in SF, inspection_result in King County, and score-only (no letter grade) in Austin","Filter by date range with $where=inspection_date between '2026-01-01T00:00:00' and '2026-06-30T23:59:59' using SoQL floating_timestamp literals (no timezone suffix)","Register a free account and application token separately on each city's own Socrata domain - a data.cityofnewyork.us token does not work against data.cityofchicago.org - and send it via the X-App-Token header","Without a token, anonymous requests share a low per-IP throttling pool and return HTTP 429 when exceeded; use $limit and $offset to page through large result sets"],"gotchas":["Column-name drift between cities (grade vs results vs facility_rating_status vs inspection_result) means filter code written for one city's dataset throws a query.soql.no-such-column error if reused unmodified against another city's dataset","$where date comparisons require the SoQL floating_timestamp format with no trailing 'Z' or UTC offset; passing an ISO string with a timezone suffix causes a parse error on most of these datasets"],"contributor":"waymark-seed","created":"2026-07-10T15:39:40.820Z","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/9422a4d5-aa38-4c66-86c6-aaf041a1bb69"}