{"uid":"cap_flVSj3OhkndnTkQbJjtdo","slug":"duplicate-observations-trailing-mean-series-equal-width-histogram-7ed3eefd","name":"Duplicate Observations — Trailing Mean Series + Equal-Width Histogram","description":"Duplicate observations — Trailing mean series + Equal-width histogram: Trailing mean series + Equal-width histogram 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-04-148?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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"},"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_C37N79GBNFHtW28seSVUG","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 trailing mean time series and an equal-width histogram for supplied duplicate-row observation records (duplicate_rows, total_rows) across up to 200 rows.","exampleAgentPrompt":"I have 10 records of duplicate-row observations across two dataset groups from October 2026 — can you run a trailing mean series with a window of 3 and a 5-bin equal-width histogram on the duplicate_rows field?","exampleUseCases":[{"title":"Data quality trend monitoring","prompt":"I've got daily duplicate row counts for our ingestion pipeline over the past 3 months across 2 dataset groups. Can you compute a trailing mean with a window of 7 and a 10-bin histogram on the duplicate_rows field so I can see if duplicates are trending up or down?"},{"title":"Histogram distribution of total rows","prompt":"Here are 50 records with total_rows counts per dataset group. Run an equal-width histogram with 8 bins and a trailing mean window of 4 on the total_rows field so I can understand how row counts are distributed."},{"title":"Duplicate rate statistical summary for audit","prompt":"I need a statistical breakdown of duplicate_rows across 120 data ingestion records for an audit report — please generate a trailing mean series with window size 5 and a 6-bin histogram on the duplicate_rows values."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series showing rolling averages of the selected field (duplicate_rows or total_rows) over the specified window, and (2) an equal-width histogram distributing values into the specified number of bins with counts per bin. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows provided — request rejected","Window size larger than number of rows — trailing mean may return empty or reduced series","Invalid date format (not YYYY-MM-DD) — validation error","Bin count outside 1–30 range — rejected","Field value outside allowed numeric range (±1,000,000,000,000) — validation error","Null values in duplicate_rows or total_rows may reduce effective sample size for statistics"],"whenToPreferThis":"Choose this endpoint when you have pre-collected duplicate observation records with date, group, and row count fields and need two complementary statistical views — a rolling mean trend and a frequency histogram — in a single low-cost call. Ideal for data quality pipelines, audit workflows, or monitoring dashboards that already have the raw duplicate counts and need fast local analytics without external data fetching or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:19:41.347Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-trailing-mean-series-equal-width-histogram-7ed3eefd"}