{"uid":"cap_N3ctRMISKmUt3XWcRyuVr","slug":"join-coverage-analytics-record-quality-audit-exact-row-deduplication-694516a4","name":"Join Coverage Analytics: Record Quality Audit + Exact Row Deduplication + Trailing Mean Series","description":"Join coverage — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied join coverage records (matched_rows, source_rows). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-09-216?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","matched_rows","source_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"matched_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_rows":1,"matched_rows":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","source_rows":2,"matched_rows":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","source_rows":3,"matched_rows":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","source_rows":4,"matched_rows":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["matched_rows","source_rows"],"type":"string","default":"matched_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_w76f73J9u2Unmv_a843aj","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":"Runs three analytical reports on join coverage data (matched_rows, source_rows): a record quality audit, exact row deduplication, and a trailing mean series — all offline, up to 200 rows per call.","exampleAgentPrompt":"Can you run the three-report join coverage analytics on this dataset — quality audit, exact deduplication, and a trailing mean on matched_rows with a window of 3 — here are my rows: [{\"row_id\":\"r1\",\"dataset_group\":\"sales\",\"date\":\"2024-01-01\",\"matched_rows\":50,\"source_rows\":60},{\"row_id\":\"r2\",\"dataset_group\":\"sales\",\"date\":\"2024-01-02\",\"matched_rows\":50,\"source_rows\":60}]?","exampleUseCases":[{"title":"Pre-load join coverage validation","prompt":"Before I push this join coverage batch to the warehouse, run a record quality audit, check for exact duplicate rows, and give me a trailing mean of matched_rows over a 5-row window — here are my 80 rows across groups alpha and beta."},{"title":"Daily ETL data quality check","prompt":"Every morning I get a fresh join coverage export with source_rows and matched_rows — can you run the quality audit and deduplication report on today's 150 rows so I can catch any bad records before the pipeline continues?"},{"title":"Rolling average trend for join metrics","prompt":"I want to see how matched_rows has been trending over the last two weeks of join coverage data — can you compute the trailing mean with a window of 7 on these 14 daily records grouped by dataset_group 'orders'?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, and malformed fields; (2) an exact row deduplication report identifying duplicate records by all key fields; and (3) a trailing mean time series for the selected field (matched_rows or source_rows) computed over the specified rolling window. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, matched_rows, source_rows) on any row — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Window value less than 2 or greater than 200 — rejected","Numeric values outside ±1,000,000,000,000 — rejected","Payment not provided or insufficient — 402 response"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical passes — quality audit, deduplication, and rolling mean — on join coverage data (matched_rows, source_rows) in a single low-cost call. Ideal for ETL pipelines, data engineering workflows, or data quality gates where offline computation on up to 200 user-supplied rows is sufficient and no external data lookup, ML prediction, or real-time enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T18:54:11.899Z","isFirstParty":false,"canonicalSlug":"join-coverage-analytics-record-quality-audit-exact-row-deduplication-694516a4"}