{"uid":"cap_hMRL02EBDBA4FEiBRCABZ","slug":"schema-conformity-analytics-exact-row-deduplication-grouped-numeric-13b1eb50","name":"Schema Conformity Analytics: Exact Row Deduplication + Grouped Numeric Summary","description":"Schema conformity — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary for supplied schema conformity records (valid_records, checked_records). 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-02-040?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_Oh5pt89peFH0CEQL9o1n5","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":"Deduplicates exact rows and computes grouped numeric summaries for schema conformity records (valid_records, checked_records) — up to 200 rows, two reports per call.","exampleAgentPrompt":"I have a list of up to 200 schema conformity records with row IDs, dataset groups, dates, valid_records, and checked_records — can you run an exact row deduplication plus a grouped numeric summary on the valid_records field and give me both reports?","exampleUseCases":[{"title":"Dedup conformity audit before reporting","prompt":"I've got 150 schema conformity rows with dataset_group, date, valid_records, and checked_records — some rows may be exact duplicates. Can you deduplicate them and also give me a grouped numeric summary of valid_records by dataset_group?"},{"title":"Weekly data quality group summary","prompt":"Here's my weekly schema conformity data with checked_records counts across several dataset groups. Remove any exact duplicate rows and produce a grouped summary of checked_records for me — I need both outputs in one call."},{"title":"Validate and summarize ingestion conformity data","prompt":"I'm tracking schema conformity across groups A, B, and C with valid_records and checked_records per day. Can you run deduplication on the raw rows and then give me a grouped numeric breakdown of valid_records so I can spot which groups are underperforming?"}],"resultDescription":"Returns two independent analytical reports: (1) a deduplicated set of the input rows with exact duplicates removed, and (2) a grouped numeric summary of the selected field (valid_records or checked_records) aggregated by dataset_group — both computed locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected or truncated","Missing required fields (row_id, dataset_group, date, valid_records, checked_records) causes validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Field selector not one of 'valid_records' or 'checked_records' causes enum validation error","Numeric values outside allowed range (-1e12 to 1e12) rejected","Empty rows array (minItems: 1 not met) causes error"],"whenToPreferThis":"Choose this endpoint when you need both exact-row deduplication AND grouped numeric aggregation on schema conformity data (valid_records, checked_records) in a single low-cost call. Ideal for data quality pipelines processing up to 200 conformity audit rows where no external data sources, predictions, or live lookups are needed — just fast, local analytical computation for $0.01 USDC covering both reports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:41:03.147Z","isFirstParty":false,"canonicalSlug":"schema-conformity-analytics-exact-row-deduplication-grouped-numeric-13b1eb50"}