{"uid":"cap_I2vwZaXGSlAK1SGbZAf65","slug":"schema-conformity-analytics-quality-audit-deduplication-grouped-summary-21e0f49e","name":"Schema Conformity Analytics: Quality Audit + Deduplication + Grouped Summary","description":"Schema conformity — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary 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-02-211?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"}}},"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_D2fgglCRjxIwe7X54vdUH","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 schema conformity data — a record quality audit, exact row deduplication, and grouped numeric summary — for up to 200 rows of valid/checked record counts.","exampleAgentPrompt":"Audit these schema conformity records for quality issues, find any exact duplicate rows, and give me a grouped summary of valid_records by dataset_group — I have 4 rows: row-1 (group-a, 2026-10-01, valid=10, checked=1), row-2 (group-b, 2026-10-02, valid=20, checked=2), row-3 (group-a, 2026-10-03, valid=15, checked=3), row-4 (group-b, 2026-10-04, valid=30, checked=4).","exampleUseCases":[{"title":"Daily schema validation pipeline audit","prompt":"Run a quality audit, deduplication check, and grouped summary on my daily schema conformity records — I have these 3 rows: row-1 (group-a, 2026-11-01, valid=50, checked=55), row-2 (group-b, 2026-11-01, valid=40, checked=45), row-3 (group-a, 2026-11-01, valid=50, checked=55). Use valid_records as the numeric field."},{"title":"Deduplication check before reporting","prompt":"Before I send my schema conformity report, can you check these 5 rows for exact duplicates, flag any quality issues, and show me grouped totals for checked_records by dataset_group? Rows: row-1 through row-5 with groups alpha and beta, dates 2026-09-01 through 2026-09-05."},{"title":"Multi-team conformity comparison","prompt":"I need to compare schema conformity across three teams — give me a quality audit, exact duplicate detection, and a grouped numeric summary of valid_records for these records covering teams A, B, and C across last week."}],"resultDescription":"Three independent reports returned together: (1) a record quality audit flagging issues such as nulls or out-of-range values, (2) an exact row deduplication report identifying identical rows, and (3) a grouped numeric summary of the selected field (valid_records or checked_records) aggregated by dataset_group. All computed locally with no external lookups.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, date, dataset_group, valid_records, checked_records) — validation error","Invalid date format (not YYYY-MM-DD) — schema rejection","Invalid field enum value — schema rejection","Empty rows array — minItems constraint violation","Payment not included or insufficient — 402 response"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical reports (quality audit, deduplication, grouped summary) on schema conformity data in a single low-cost call. Ideal for data governance pipelines that track valid vs. checked record counts across dataset groups and need batch analysis without external API dependencies or live predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:13.521Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-quality-audit-deduplication-grouped-summary-21e0f49e"}