{"uid":"cap_sLodm4Qm-Aa8PbqArLL9L","slug":"data-ingestion-batches-record-quality-audit-exact-row-deduplication-9137df8b","name":"Data Ingestion Batches — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series","description":"Data ingestion batches — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied data ingestion batches records (received_rows, accepted_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-01-216?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_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_N9mn8UpjbEVexm6g5MEVi","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 (record quality audit, exact row deduplication, and trailing mean series) on supplied data ingestion batch records (received_rows, accepted_rows) for up to 200 rows.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication check, and trailing mean series (window size 3) on my ingestion batch data — using accepted_rows as the metric — for these records across dataset groups alpha and beta from last week?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 50 rows of daily ingestion batch data for two dataset groups from the past month — run a record quality audit, deduplicate exact duplicate rows, and give me a trailing mean series with window 7 for received_rows so I can see acceptance trends."},{"title":"Acceptance rate anomaly detection","prompt":"Run the three-report analytics bundle on my ingestion batch records for dataset group 'orders-prod' — I want the quality audit, deduplication results, and a trailing mean series over accepted_rows with a window of 5, so I can spot any dips in acceptance rate."},{"title":"Daily ingestion monitoring dashboard","prompt":"Here are 120 rows of data ingestion records across 4 dataset groups from Q3 — please audit their quality, remove exact duplicates, and compute a trailing mean series with window size 3 on received_rows so I can use this as a monitoring snapshot."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and format issues per row; (2) an exact row deduplication report identifying and removing identical records; (3) a trailing mean series computed over the specified numeric field (received_rows or accepted_rows) using the given window size — all computed locally with no external data lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) results in error","Window size outside 2–200 range rejected","Field value not one of 'received_rows' or 'accepted_rows' causes enum validation failure","Payment of 0.01 USDC not included or declined — request not processed"],"whenToPreferThis":"Choose this endpoint when you need all three analytical operations — quality auditing, exact deduplication, and trailing mean computation — bundled in a single call for data ingestion batch records. It is ideal for ETL monitoring, pipeline health checks, and time-series smoothing on received/accepted row counts without requiring any external data sources or live lookups. The bundled pricing (3 reports for $0.01 USDC) makes it more efficient than calling separate single-report endpoints.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:45:42.118Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-record-quality-audit-exact-row-deduplication-9137df8b"}