{"uid":"cap_iajmeo1Ua6bdFBd3ptH7t","slug":"data-ingestion-batches-record-quality-audit-grouped-numeric-summary-7a92e521","name":"Data Ingestion Batches — Record Quality Audit & Grouped Numeric Summary","description":"Data ingestion batches — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary for supplied data ingestion batches records (received_rows, accepted_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-01-005?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"}}},"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_beiMp2SmgeVwHBNgVfY1u","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 two local analytical reports on data ingestion batch records: a record quality audit and a grouped numeric summary for received_rows or accepted_rows fields, for up to 200 rows.","exampleAgentPrompt":"Run a record quality audit and a grouped numeric summary on my ingestion batch data — here are 4 rows across group-a and group-b with dates from 2026-10-01 to 2026-10-04 and received_rows values of 10, 20, 15, 30 with accepted_rows of 1, 2, 3, 4 — analyze the received_rows field.","exampleUseCases":[{"title":"ETL pipeline batch acceptance audit","prompt":"I have a set of daily ingestion batch records with dataset groups and received vs accepted row counts — can you run a quality audit and a grouped summary on my received_rows data to see which groups have the worst acceptance rates? Here are 12 rows across 3 dataset groups dated from 2025-01-01 to 2025-01-12."},{"title":"Data quality check for ingestion logs","prompt":"Can you audit these 50 ingestion batch rows I collected this month — check for quality issues and give me a grouped numeric breakdown of the accepted_rows field by dataset group so I can spot which pipelines are dropping the most data?"},{"title":"Weekly ingestion summary by group","prompt":"Every Monday I want a grouped numeric summary and a record quality audit of last week's ingestion batches — I'll give you up to 100 rows with row_id, dataset_group, date, received_rows, and accepted_rows. Please analyze the accepted_rows field."}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or missing fields in the ingestion batch rows, and (2) a grouped numeric summary of either received_rows or accepted_rows broken down by dataset_group — all computed locally without external lookups.","failureModes":["More than 200 rows submitted — exceeds maximum item limit","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) in any row","Date field does not match YYYY-MM-DD pattern","Numeric values outside the allowed range of ±1,000,000,000,000","Invalid field selector — must be 'received_rows' or 'accepted_rows'","Empty rows array"],"whenToPreferThis":"Choose this endpoint when you have up to 200 data ingestion batch records and need both a data quality audit and a grouped numeric summary in a single low-cost call ($0.01 USDC). Ideal for ETL monitoring, pipeline health checks, or batch acceptance rate analysis where no external data enrichment or live lookup is required — purely local analytical computation on supplied records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:25.085Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-record-quality-audit-grouped-numeric-summary-7a92e521"}