{"uid":"cap_cz3JHCx0MuA-ji5-nueIV","slug":"duplicate-observations-daily-sum-secondary-measure-weighted-mean-48d3d45b","name":"Duplicate Observations – Daily Sum + Secondary-Measure Weighted Mean","description":"Duplicate observations — Daily sum series + Secondary-measure weighted mean: Daily sum series + Secondary-measure weighted mean for supplied duplicate observations records (duplicate_rows, total_rows). 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-04-142?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"}}},"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__FyWEnrH4679OW9hZilbz","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 daily sum series and a secondary-measure weighted mean from supplied duplicate observation records (duplicate_rows, total_rows) for up to 200 rows.","exampleAgentPrompt":"I have a list of up to 50 duplicate observation records with dates, dataset groups, and duplicate_rows counts — can you run both a daily sum series and a weighted mean report on the duplicate_rows field for me?","exampleUseCases":[{"title":"Daily duplicate trend aggregation","prompt":"I have 120 rows of duplicate observation data across two dataset groups from October 2026 — each row has a date, duplicate_rows count, and total_rows. Can you compute the daily sum series for duplicate_rows and also give me the weighted mean?"},{"title":"Data quality audit for pipeline team","prompt":"Our data pipeline flagged duplicates across several days in dataset group 'warehouse-prod'. I've got 80 records with row IDs, dates, duplicate_rows, and total_rows — can you run the daily sum and secondary weighted mean on duplicate_rows so I can share the report with the team?"},{"title":"Weighted mean for deduplication scoring","prompt":"I need to evaluate how severe duplicate row issues are across two groups — I have 45 records with dates and duplicate_rows and total_rows values. Please generate both the daily sum series and the total_rows-weighted mean for the duplicate_rows field."}],"resultDescription":"Returns two independent analytical reports: (1) a daily sum series aggregating the selected field (duplicate_rows or total_rows) by date, and (2) a secondary-measure weighted mean using the complementary field as weights — all computed locally from the supplied rows without any external data lookup.","failureModes":["Missing required fields (row_id, date, dataset_group, duplicate_rows, total_rows) cause validation errors","Date strings not matching YYYY-MM-DD pattern are rejected","Submitting more than 200 rows exceeds the row limit and returns an error","Null values in duplicate_rows or total_rows may affect aggregation results","Invalid enum value for 'field' parameter causes rejection"],"whenToPreferThis":"Choose this endpoint when you have raw duplicate observation records in hand (with date, dataset_group, duplicate_rows, total_rows) and need both a time-series daily sum and a weighted mean computed locally — without any external data fetch, prediction, or live lookup. Ideal for data quality workflows, pipeline audits, and deduplication assessments where you want two complementary statistical views in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:39.963Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-daily-sum-secondary-measure-weighted-mean-48d3d45b"}