{"uid":"cap__YE_UYWWAX2lhLWhJBGE0","slug":"coordinate-quality-checks-record-quality-audit-string-normalisation-2398eac1","name":"Coordinate Quality Checks — Record Quality Audit, String Normalisation & Secondary-Measure Weighted Mean","description":"Coordinate quality checks — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean 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-23-205?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},"field":{"enum":["checked_points","flagged_points"],"type":"string","default":"checked_points"}}},"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_pzTfHav-EMftO5ud-JftK","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 analytical reports (record quality audit, string normalisation, and secondary-measure weighted mean) on up to 200 rows of coordinate quality check data (checked_points, flagged_points).","exampleAgentPrompt":"Run the three quality reports — record audit, string normalisation, and weighted mean on checked_points — for these four station records: row-1 for group-a on 2026-10-01 with 10 checked and 1 flagged, 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 daily coordinate check records for two station groups — alpha and beta — covering the past week, each row has a checked_points count and a flagged_points count. Can you run the full quality audit, string normalisation, and weighted mean on checked_points across all those rows?"},{"title":"Flagged-point weighted mean for anomaly review","prompt":"We've collected 150 rows of coordinate inspection results with checked and flagged point counts per station group. Please compute the secondary-measure weighted mean on flagged_points and include the record quality audit and string normalisation reports."},{"title":"Pre-submission data validation for coordinate survey","prompt":"Before we submit our coordinate survey batch to the pipeline, run the record quality audit, string normalisation, and weighted mean analysis on checked_points for these 50 station rows so we can catch any data issues."}],"resultDescription":"Three independent analytical reports for the submitted rows: (1) a record quality audit identifying completeness and consistency issues, (2) a string normalisation report for station_group and text fields, and (3) a secondary-measure weighted mean calculation for the selected numeric field (checked_points or flagged_points). All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, date, checked_points, flagged_points) — row-level validation failure","Invalid date format not matching YYYY-MM-DD pattern — schema validation error","Null values in both checked_points and flagged_points — may produce incomplete weighted mean","Invalid field enum value (not checked_points or flagged_points) — schema rejection"],"whenToPreferThis":"Use this endpoint when you have batches of up to 200 coordinate quality check records and need three simultaneous analytical reports (audit, normalisation, and weighted mean) in a single paid call. Prefer it over general-purpose analytics when your data specifically involves station_group, checked_points, and flagged_points fields and you need deterministic, locally-computed results with no external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-04T18:49:54.572Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-record-quality-audit-string-normalisation-2398eac1"}