{"uid":"cap_CgU3Wy5yy7NEZiC8J2ANq","slug":"coordinate-quality-checks-record-quality-audit-string-normalisation-852e625c","name":"Coordinate Quality Checks — Record Quality Audit + String Normalisation + Duplicate Key Report","description":"Coordinate quality checks — Record quality audit + String normalisation + Duplicate key report: Record quality audit + String normalisation + Duplicate key report for supplied coordinate quality checks records (checked_points, flagged_points). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-weather-23-192?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","checked_points","flagged_points"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"station_group":{"type":"string","default":"","maxLength":80},"checked_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_points":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","station_group":"group-a","checked_points":10,"flagged_points":1},{"date":"2026-10-02","row_id":"row-2","station_group":"group-b","checked_points":20,"flagged_points":2},{"date":"2026-10-03","row_id":"row-3","station_group":"group-a","checked_points":15,"flagged_points":3},{"date":"2026-10-04","row_id":"row-4","station_group":"group-b","checked_points":30,"flagged_points":4}],"maxItems":200,"minItems":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_NQkR3EW93dwUHAJQzPNaA","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three local analytical reports (record quality audit, string normalisation, duplicate key detection) on up to 200 rows of coordinate quality check data containing checked_points and flagged_points fields.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and duplicate key report on my coordinate check data? I have 4 rows: row-1 for station group-a on 2026-10-01 with 10 checked_points and 1 flagged_point, row-2 for group-b on 2026-10-02 with 20 checked and 2 flagged, row-3 for group-a on 2026-10-03 with 15 checked and 3 flagged, and row-4 for group-b on 2026-10-04 with 30 checked and 4 flagged.","exampleUseCases":[{"title":"Station group data quality audit","prompt":"I have a batch of coordinate check records from two station groups across October — can you audit them for quality issues, normalize the station group strings, and flag any duplicate row IDs? The data has row-1 through row-4 with checked_points and flagged_points for each date."},{"title":"Duplicate key detection in monitoring data","prompt":"I'm worried my coordinate monitoring pipeline produced duplicate row IDs — can you run a duplicate key report plus a record quality audit on these 50 rows of checked_points and flagged_points data from station group alpha between 2026-09-01 and 2026-09-30?"},{"title":"String normalisation for station records","prompt":"Before I merge my coordinate datasets, can you normalize the station_group strings and give me a full quality audit and duplicate key report for these 120 coordinate check records? Each row has a date, row_id, station_group, checked_points, and flagged_points."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, null, or out-of-range values across all rows; (2) a string normalisation report cleaning and standardising station_group and other string fields; (3) a duplicate key report identifying any repeated row_id values. All reports are computed locally without external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, checked_points, flagged_points) cause row-level validation errors","Malformed date strings not matching YYYY-MM-DD pattern rejected","checked_points or flagged_points values outside allowed numeric range cause errors","Empty rows array returns an error response"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data quality reports — record audit, string normalisation, and duplicate key detection — on coordinate quality check records with checked_points and flagged_points fields, all in a single low-cost call ($0.01 USDC). Ideal for pre-processing pipelines where you want to catch quality issues, normalise string fields, and deduplicate before further analysis, without needing any live lookups or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:34:54.054Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-record-quality-audit-string-normalisation-852e625c"}