{"uid":"cap_PdU5DRVuFzlPWDlElP0wz","slug":"coordinate-quality-checks-record-audit-deduplication-numeric-ordering-683cfb04","name":"Coordinate Quality Checks — Record Audit, Deduplication & Numeric Ordering","description":"Coordinate quality checks — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering 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-23-213?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_qGxg7dsfFEDMGetztV2Xe","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, exact row deduplication, numeric row ordering) on coordinate quality check data (checked_points, flagged_points) for up to 200 rows.","exampleAgentPrompt":"Can you run the three quality check reports — record audit, exact deduplication, and numeric ordering — on my coordinate quality data for stations in group-a and group-b from October 2026? I have up to 50 rows with checked_points and flagged_points values, and I want to sort by checked_points.","exampleUseCases":[{"title":"Station group duplicate detection","prompt":"I have about 80 rows of coordinate quality check records across several station groups with checked_points and flagged_points values — can you find any exact duplicate rows and give me a deduplication report?"},{"title":"Flagged points numeric ranking","prompt":"Take my coordinate inspection records for the past month — each row has a station_group, date, checked_points, and flagged_points — and order them numerically by flagged_points so I can see which entries have the highest flag counts."},{"title":"Data integrity audit before reporting","prompt":"Before I submit my quarterly coordinate quality report, can you run a full record quality audit on my 150 rows of station check data to flag any missing fields, malformed dates, or null values in checked_points or flagged_points?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or malformed field values; (2) an exact row deduplication report identifying repeated rows; and (3) a numeric row ordering report ranking rows by the selected field (checked_points or flagged_points). All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, station_group, checked_points, flagged_points) cause schema rejection","Invalid date format (not YYYY-MM-DD) triggers pattern validation failure","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array returns a minItems validation error","Payment failure via x402 protocol prevents execution"],"whenToPreferThis":"Choose this endpoint when you need a bundled set of three data quality operations — auditing, deduplication, and numeric ordering — on coordinate monitoring records in a single $0.01 call. Ideal for small-to-medium datasets (up to 200 rows) where you want offline, reproducible analysis without external data lookups or live APIs. Best suited for station-based coordinate quality workflows involving checked_points and flagged_points metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:37:03.027Z","isFirstParty":false,"canonicalSlug":"coordinate-quality-checks-record-audit-deduplication-numeric-ordering-683cfb04"}