{"uid":"cap_TKOprjQYHanBUIrMzt_lZ","slug":"duplicate-observations-analytics-trailing-mean-series-keyed-dataset-deff7208","name":"Duplicate Observations Analytics: Trailing Mean Series + Keyed Dataset Comparison","description":"Duplicate observations — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison 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-04-153?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"duplicate_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rows":1,"dataset_group":"group-a","duplicate_rows":10},{"date":"2026-10-02","row_id":"row-2","total_rows":2,"dataset_group":"group-b","duplicate_rows":20},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":15},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["duplicate_rows","total_rows"],"type":"string","default":"duplicate_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","duplicate_rows","total_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","total_rows":3,"dataset_group":"group-a","duplicate_rows":17},{"date":"2026-10-04","row_id":"row-4","total_rows":4,"dataset_group":"group-b","duplicate_rows":33}],"maxItems":200,"minItems":0},"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_nAHASf1aUgZMH4_P_gxxk","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 a keyed dataset comparison for up to 200 duplicate-observation records (duplicate_rows, total_rows) across two independent reports.","exampleAgentPrompt":"I have two sets of duplicate-observation records — each with row_id, dataset_group, date, duplicate_rows, and total_rows — and I want both a trailing mean series and a keyed comparison report on the duplicate_rows field; can you run those two analytics reports on my data?","exampleUseCases":[{"title":"Trending duplicate rate over time","prompt":"I've got daily records for three dataset groups over the last 90 days, each row has a date, duplicate_rows count, and total_rows count — can you compute a trailing mean series on the duplicate_rows field so I can see how my duplication trend is moving?"},{"title":"Baseline vs current dataset comparison","prompt":"I want to compare duplicate row counts between my baseline dataset and the new ingested dataset — both have up to 150 rows with matching row_ids, dataset_group labels, and dates. Run a keyed comparison report on duplicate_rows so I can see which keys diverged."},{"title":"Multi-group duplication audit","prompt":"We have two dataset groups, group-alpha and group-beta, and I need both a trailing mean series and a keyed comparison between last month's data and this month's data using duplicate_rows — can you produce both reports for up to 200 rows across these groups?"}],"resultDescription":"Returns two independent analytical reports: (1) a trailing mean time series of the selected field (duplicate_rows or total_rows) across the submitted rows, and (2) a keyed dataset comparison between the primary rows array and the secondary other array, highlighting differences per row_id/dataset_group key. All computation is performed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, duplicate_rows, total_rows) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Null numeric values causing mean computation to skip or error","Empty rows array — minimum 1 item required","Field enum value other than 'duplicate_rows' or 'total_rows' — rejected by schema"],"whenToPreferThis":"Choose this endpoint when you have structured duplicate-observation records with date, group, and count fields and need both a trailing mean trend analysis and a keyed side-by-side comparison between two datasets in a single $0.01 call — ideal for data quality monitoring pipelines, ETL audits, or regression checks on duplicate rates across up to 200 rows without needing external data sources or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T07:17:41.463Z","isFirstParty":false,"canonicalSlug":"duplicate-observations-analytics-trailing-mean-series-keyed-dataset-deff7208"}