{"uid":"cap_D6tD84Pt1t5KQ7w-wBC_m","slug":"wind-observations-string-normalisation-duplicate-key-report-0d41434a","name":"Wind Observations — String Normalisation + Duplicate Key Report","description":"Wind observations — String normalisation + Duplicate key report: String normalisation + Duplicate key report for supplied wind observations records (wind_speed_ms, gust_speed_ms). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-weather-03-021?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","wind_speed_ms","gust_speed_ms"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"gust_speed_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"wind_speed_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","gust_speed_ms":1,"station_group":"group-a","wind_speed_ms":10},{"date":"2026-10-02","row_id":"row-2","gust_speed_ms":2,"station_group":"group-b","wind_speed_ms":20},{"date":"2026-10-03","row_id":"row-3","gust_speed_ms":3,"station_group":"group-a","wind_speed_ms":15},{"date":"2026-10-04","row_id":"row-4","gust_speed_ms":4,"station_group":"group-b","wind_speed_ms":30}],"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_c6i47QnTdVRbQ6vML3N64","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 string normalisation and duplicate key detection on up to 200 wind observation records (wind_speed_ms, gust_speed_ms), returning two analytical reports.","exampleAgentPrompt":"Can you check these wind observation records for string normalisation issues and duplicate keys? I have up to 50 rows with fields like row_id, station_group, date, wind_speed_ms, and gust_speed_ms — I want both reports back.","exampleUseCases":[{"title":"Pre-ingestion wind data audit","prompt":"Before I load these wind observation records into our database, can you run a duplicate key check and string normalisation on them? I've got about 80 rows with station groups, dates, wind speed and gust speed values."},{"title":"Multi-station duplicate detection","prompt":"I'm seeing weird results in my analysis and think there might be duplicate entries across my weather stations. Can you scan these 120 wind observation rows for duplicate station_group and date combinations and also normalise the string fields?"},{"title":"Weather dataset QA before reporting","prompt":"We're preparing a wind data report and need to make sure the source records are clean — can you run both the string normalisation check and the duplicate key detection on these 200 wind observation rows before we publish?"}],"resultDescription":"Two independent analytical reports: (1) a string normalisation report identifying inconsistencies or anomalies in string fields (station_group, row_id, date) across submitted rows, and (2) a duplicate key report flagging rows with repeated key combinations, all processed locally against the up to 200 supplied wind observation records.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, station_group, date, wind_speed_ms, gust_speed_ms) causes row rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Malformed numeric values outside allowed range cause rejection","Empty rows array returns an error","Payment failure via x402 protocol prevents processing"],"whenToPreferThis":"Choose this endpoint when you need two simultaneous data quality reports — string normalisation and duplicate key detection — on wind observation records (wind_speed_ms, gust_speed_ms) in a single low-cost call. It is best suited for pre-ingestion data cleaning, batch QA, or pipeline validation steps where no external lookups, forecasts, or live data enrichment are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T12:39:00.266Z","isFirstParty":false,"canonicalSlug":"wind-observations-string-normalisation-duplicate-key-report-0d41434a"}