{"uid":"cap_Yul04fS-24S3EzjMgRgjo","slug":"data-ingestion-batches-record-quality-audit-numeric-interval-filter-f21f0807","name":"Data Ingestion Batches — Record Quality Audit + Numeric Interval Filter","description":"Data ingestion batches — Record quality audit + Numeric interval filter: Record quality audit + Numeric interval filter 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-01-008?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_klBn3iSqEsxGoUcQUVFio","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 analytical reports on up to 200 data ingestion batch records: a record quality audit and a numeric interval filter on received_rows or accepted_rows values.","exampleAgentPrompt":"Can you run a quality audit and interval filter on my ingestion batch data — here are 50 rows with row_id, dataset_group, date, received_rows, and accepted_rows — filter on the received_rows field between 0 and 500?","exampleUseCases":[{"title":"ETL pipeline quality checkpoint","prompt":"I have 120 ingestion batch records from last week across two dataset groups. Can you audit them for quality issues and also filter the received_rows field to only show rows between 100 and 50000?"},{"title":"Accepted rows anomaly detection","prompt":"Run a record quality audit on these 80 batch ingestion rows and filter the accepted_rows field to find anything outside the range of 0 to 10000 — I want to catch any anomalies before we load to the warehouse."},{"title":"Daily ingestion health report","prompt":"Here are today's 30 ingestion batch records with received and accepted row counts. Please audit them for data quality and filter received_rows between 500 and 200000 so I can see which batches are within our expected volume range."}],"resultDescription":"Two analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or data anomalies across the supplied rows; and (2) a numeric interval filter report listing which rows fall within the specified minimum/maximum range for the chosen field (received_rows or accepted_rows). Both reports are computed locally against the submitted data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) on any row","Invalid date format (must match YYYY-MM-DD pattern)","minimum greater than maximum causing empty interval filter result","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000)","Payment not fulfilled via x402 protocol — 402 response returned"],"whenToPreferThis":"Choose this endpoint when you need quick, local analytical reports on data ingestion batch records — specifically a quality audit and numeric interval filter on received_rows or accepted_rows — without requiring any live data lookups, ML predictions, or external integrations. Best for ETL monitoring, ingestion pipeline validation, and pre-load data quality checks on batches up to 200 rows at very low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:27.283Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-record-quality-audit-numeric-interval-filter-f21f0807"}