{"uid":"cap_nUnMhmWStHoTbcqWM4-Yj","slug":"snow-observations-duplicate-key-report-grouped-numeric-summary-c7310b58","name":"Snow Observations — Duplicate Key Report + Grouped Numeric Summary","description":"Snow observations — Duplicate key report + Grouped numeric summary: Duplicate key report + Grouped numeric summary for supplied snow observations records (snow_depth_cm, snowfall_cm). 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-09-056?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","station_group","date","snow_depth_cm","snowfall_cm"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"snowfall_cm":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"snow_depth_cm":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"station_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","snowfall_cm":1,"snow_depth_cm":10,"station_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","snowfall_cm":2,"snow_depth_cm":20,"station_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","snowfall_cm":3,"snow_depth_cm":15,"station_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","snowfall_cm":4,"snow_depth_cm":30,"station_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["snow_depth_cm","snowfall_cm"],"type":"string","default":"snow_depth_cm"}}},"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_-NybdcUK52Rz8dcaQbkNi","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":"Analyzes up to 200 snow observation records to produce a duplicate key report and a grouped numeric summary for snow_depth_cm or snowfall_cm fields.","exampleAgentPrompt":"Check these 4 snow observation records for duplicate row IDs and give me a grouped numeric summary for snow_depth_cm by station group: row-1 on 2026-10-01 with snow_depth_cm=10 and snowfall_cm=1 in group-a, row-2 on 2026-10-02 with snow_depth_cm=20 and snowfall_cm=2 in group-b, row-3 on 2026-10-03 with snow_depth_cm=15 and snowfall_cm=3 in group-a, and row-4 on 2026-10-04 with snow_depth_cm=30 and snowfall_cm=4 in group-b.","exampleUseCases":[{"title":"Snow station data deduplication audit","prompt":"I have 150 snow observation records from multiple weather stations and I want to check whether any row IDs are duplicated and also get a grouped numeric summary of snowfall_cm broken down by station group — can you run both reports at once?"},{"title":"Seasonal snow depth summary by region","prompt":"Here are 80 daily snow depth readings across station groups north-1, north-2, and south-1 from this past winter — please find any duplicate keys and summarize the snow_depth_cm values grouped by station_group so I can compare regions."},{"title":"Pre-upload quality check for snow data pipeline","prompt":"Before I upload this batch of 200 snow observation rows to our database, can you run a duplicate key check on the row IDs and give me grouped numeric stats for snowfall_cm by station group so I can catch any data issues?"}],"resultDescription":"Returns two independent reports: (1) a duplicate key report identifying any row_id values that appear more than once in the submitted records, and (2) a grouped numeric summary of the selected snow measurement field (snow_depth_cm or snowfall_cm) aggregated by station_group, including statistics such as count, mean, min, and max per group.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, station_group, snow_depth_cm, snowfall_cm) cause request rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Submitting zero rows returns a minItems validation error","Payment failure (insufficient USDC) prevents processing"],"whenToPreferThis":"Choose this endpoint when you need both duplicate key detection and grouped numeric analytics on snow observation data (snow_depth_cm or snowfall_cm) in a single low-cost call. It is ideal for data quality workflows that process batches of up to 200 weather station records offline, without needing live weather lookup, forecasting, or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:48:00.944Z","isFirstParty":false,"canonicalSlug":"snow-observations-duplicate-key-report-grouped-numeric-summary-c7310b58"}