{"uid":"cap_yMkwTwojQpQdjqAvJ8NsL","slug":"sampling-observations-exact-row-deduplication-trailing-mean-series-d57e0c6f","name":"Sampling Observations — Exact Row Deduplication + Trailing Mean Series","description":"Sampling observations — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series for supplied sampling observations records (sample_value, sample_weight). 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-analytics-15-045?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","sample_value","sample_weight"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"sample_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"sample_weight":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","sample_value":10,"dataset_group":"group-a","sample_weight":1},{"date":"2026-10-02","row_id":"row-2","sample_value":20,"dataset_group":"group-b","sample_weight":2},{"date":"2026-10-03","row_id":"row-3","sample_value":15,"dataset_group":"group-a","sample_weight":3},{"date":"2026-10-04","row_id":"row-4","sample_value":30,"dataset_group":"group-b","sample_weight":4}],"maxItems":200,"minItems":1},"field":{"enum":["sample_value","sample_weight"],"type":"string","default":"sample_value"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_HbRJIeCQK8fLGgmECCvUP","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":"Deduplicates exact rows and computes trailing mean series for user-supplied sampling observation records (sample_value, sample_weight) across up to 200 rows.","exampleAgentPrompt":"I have 50 sampling observations with row_id, date, dataset_group, sample_value, and sample_weight fields — can you deduplicate exact rows and compute a trailing mean series over sample_value with a window of 5?","exampleUseCases":[{"title":"Clean and smooth sensor sample data","prompt":"I have 120 rows of sensor sampling observations with dates, group labels, sample values, and weights — please remove any exact duplicate rows and give me a trailing mean series for sample_value using a window of 7."},{"title":"Detect repeated records in weighted survey data","prompt":"My survey sample dataset has 80 rows with sample_value and sample_weight columns — run exact row deduplication on it and also compute a trailing mean for sample_weight with a window of 4."},{"title":"Rolling average for financial sampling observations","prompt":"I've got 200 rows of financial sampling records organized by date and dataset_group — can you deduplicate them and produce a trailing mean series on sample_value with a window of 10?"}],"resultDescription":"Returns two analytical reports: (1) a deduplicated list of rows with exact duplicates removed, and (2) a trailing mean series computed over the selected field (sample_value or sample_weight) using the specified window size, all processed locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, dataset_group, sample_value, sample_weight) — validation error","Window size less than 2 or greater than 200 — invalid parameter error","Date values not matching YYYY-MM-DD pattern — schema validation failure","sample_value or sample_weight outside allowed range — validation error","Empty rows array — minItems constraint violation"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously clean exact duplicate rows AND compute a trailing mean series on sampling observation data in a single low-cost call. Ideal for structured tabular data with row_id, date, group, and numeric value/weight fields, up to 200 rows, where no external data enrichment or prediction is needed — just local analytical computation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:46.213Z","isFirstParty":false,"canonicalSlug":"sampling-observations-exact-row-deduplication-trailing-mean-series-d57e0c6f"}