{"uid":"cap_9tLXsRZgQVQLDrBBwP7HL","slug":"schema-conformity-record-quality-audit-exact-row-deduplication-b284ca2f","name":"Schema Conformity — Record Quality Audit + Exact Row Deduplication + Numeric Interval Filter","description":"Schema conformity — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + Numeric interval filter for supplied schema conformity records (valid_records, checked_records). 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-02-214?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"field":{"enum":["valid_records","checked_records"],"type":"string","default":"valid_records"},"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_PEVgSh_cdX2LUkSiCZLTC","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 local analytical reports on schema conformity records: a record quality audit, exact row deduplication, and a numeric interval filter — all applied to up to 200 rows of valid_records/checked_records data.","exampleAgentPrompt":"Audit my schema conformity dataset for record quality, exact duplicate rows, and filter on valid_records between 10 and 500 — here are my rows: row-1, 2026-10-01, group-a, valid_records=120, checked_records=150; row-2, 2026-10-02, group-b, valid_records=5, checked_records=80; row-3, 2026-10-01, group-a, valid_records=120, checked_records=150.","exampleUseCases":[{"title":"Deduplication audit on pipeline conformity logs","prompt":"I have a batch of 50 schema conformity records from last month — can you run a record quality audit and find any exact duplicate rows? Here are the rows with row_id, date, dataset_group, valid_records, and checked_records fields."},{"title":"Filtering valid_records within a safe operating range","prompt":"From this list of schema conformity data, filter out any rows where valid_records falls outside the range of 100 to 50000, and also give me a record quality audit — I want to know what's clean versus problematic."},{"title":"Three-report QA check before data pipeline handoff","prompt":"Before I hand off this dataset to the next pipeline stage, run all three reports on it — record quality audit, exact row deduplication, and a numeric interval filter on checked_records between 0 and 1000 — so I can catch any issues up front."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging incomplete or malformed rows, (2) an exact row deduplication report identifying identical records, and (3) a numeric interval filter report listing rows where the selected numeric field (valid_records or checked_records) falls within the specified minimum/maximum range. All computed locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, date, valid_records, checked_records) causes row-level rejection","Invalid date format (not YYYY-MM-DD) fails pattern validation","Minimum greater than maximum produces empty interval filter results","Non-numeric values in valid_records or checked_records fields cause parsing errors"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, deduplication, and range filtering — on schema conformity records in a single $0.01 call, with up to 200 rows processed entirely from supplied data without any external lookups or predictions. Prefer it over single-report endpoints when all three operations are needed simultaneously for cost efficiency.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:57:28.775Z","isFirstParty":false,"canonicalSlug":"schema-conformity-record-quality-audit-exact-row-deduplication-b284ca2f"}