{"uid":"cap_kHbCuTdLkyMzzW8apbn68","slug":"wind-observations-grouped-numeric-summary-keyed-dataset-comparison-eb029b3e","name":"Wind Observations — Grouped Numeric Summary + Keyed Dataset Comparison","description":"Wind observations — Grouped numeric summary + Keyed dataset comparison: Grouped numeric summary + Keyed dataset comparison 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-03-098?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"gust_speed_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80},"wind_speed_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","gust_speed_ms":1,"station_group":"group-a","wind_speed_ms":10},{"date":"2026-10-02","row_id":"row-2","gust_speed_ms":2,"station_group":"group-b","wind_speed_ms":20},{"date":"2026-10-03","row_id":"row-3","gust_speed_ms":3,"station_group":"group-a","wind_speed_ms":15},{"date":"2026-10-04","row_id":"row-4","gust_speed_ms":4,"station_group":"group-b","wind_speed_ms":30}],"maxItems":200,"minItems":1},"field":{"enum":["wind_speed_ms","gust_speed_ms"],"type":"string","default":"wind_speed_ms"},"other":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","wind_speed_ms","gust_speed_ms"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","gust_speed_ms":3,"station_group":"group-a","wind_speed_ms":17},{"date":"2026-10-04","row_id":"row-4","gust_speed_ms":4,"station_group":"group-b","wind_speed_ms":33}],"maxItems":200,"minItems":0}}},"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_9ZKovSScG-4VcV4k7-VLS","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":"Computes a grouped numeric summary and a keyed dataset comparison for up to 200 rows of wind observation records (wind_speed_ms, gust_speed_ms) using local analytical engines.","exampleAgentPrompt":"I have two sets of wind station readings — a primary dataset and a comparison dataset, each with up to 200 rows including station_group, date, wind_speed_ms, and gust_speed_ms — can you run a grouped numeric summary and a keyed dataset comparison on wind_speed_ms for me?","exampleUseCases":[{"title":"Monthly wind stats by station group","prompt":"Here are 150 rows of wind observations from October across several station groups, each with wind_speed_ms and gust_speed_ms. Can you compute a grouped numeric summary by station_group using the wind_speed_ms field so I can see the stats for each group?"},{"title":"Before-and-after storm wind comparison","prompt":"I have two wind datasets — one recorded before the storm and one after — both with station_group, date, wind_speed_ms, and gust_speed_ms. Can you run a keyed dataset comparison on gust_speed_ms so I can see how the readings changed between the two periods?"},{"title":"Validate updated wind sensor readings","prompt":"We recalibrated some wind sensors and I want to compare the old and new readings. I have both datasets with row IDs, station groups, dates, and wind and gust speeds in m/s. Please run both a grouped numeric summary and a keyed comparison on wind_speed_ms so I can spot any discrepancies."}],"resultDescription":"Returns two analytical reports: (1) a grouped numeric summary that aggregates wind_speed_ms or gust_speed_ms statistics (e.g. mean, min, max, count) broken down by station_group, and (2) a keyed dataset comparison that identifies differences between the primary and secondary wind observation datasets on a row-by-row basis using row_id as the key.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, station_group, date, wind_speed_ms, gust_speed_ms) in any row — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Empty rows array (minItems: 1 not met) — request rejected","Duplicate row_id values may cause undefined comparison behavior","Non-numeric values for wind_speed_ms or gust_speed_ms where number is expected — type error"],"whenToPreferThis":"Choose this endpoint when you have wind observation data (wind speed and gust speed in m/s) organized by station group and date, and you need both a grouped statistical summary AND a side-by-side comparison of two datasets in a single API call. It is ideal for offline/batch analysis of already-collected records where no live lookup, forecast, or external data enrichment is needed. At $0.01 USDC for both reports on up to 200 rows, it is cost-effective for bulk analytical tasks on structured weather datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:11:45.941Z","isFirstParty":false,"canonicalSlug":"wind-observations-grouped-numeric-summary-keyed-dataset-comparison-eb029b3e"}