{"uid":"cap_NLT8buM_GdgzQVs1GPSKu","slug":"schema-conformity-record-quality-audit-and-keyed-dataset-comparison-db3b4ffd","name":"Schema Conformity Record Quality Audit and Keyed Dataset Comparison","description":"Schema conformity — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison 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-02-018?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":17,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":33,"checked_records":4}],"maxItems":200,"minItems":0}}},"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_mpCbGqDyNIaUKkLuVbIka","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":"Audits record quality for schema conformity data (valid_records vs checked_records) and compares two datasets by key, producing two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you audit the quality of my schema conformity records and compare them against a second dataset? I have two sets of up to 50 rows each, both with row_id, dataset_group, date, valid_records, and checked_records — I want two reports: a record quality audit and a keyed comparison of the two datasets.","exampleUseCases":[{"title":"Daily pipeline conformity health check","prompt":"I want to audit the quality of my ETL pipeline's schema conformity data from last week — I have about 80 rows with row_id, dataset_group, date, valid_records, and checked_records. Can you give me a record quality audit so I know which groups are failing the most?"},{"title":"Comparing two environment conformity snapshots","prompt":"I have schema conformity records from our staging environment and our production environment, each about 60 rows with matching row IDs, dates, dataset groups, valid_records, and checked_records. Can you do a keyed dataset comparison to show me where the two environments diverge?"},{"title":"Dataset group validity rate analysis","prompt":"We're tracking valid_records versus checked_records across four dataset groups over the past quarter — I have 120 rows of conformity data. Can you run a record quality audit to summarize the validity rates and flag any groups with poor conformity?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit summarizing valid_records vs checked_records metrics, validity rates, nulls, and anomalies per row and group; and (2) a keyed dataset comparison identifying differences between the primary and secondary datasets matched by row_id, covering discrepancies in valid_records and checked_records across dataset groups and dates.","failureModes":["Rows array empty or missing — minItems:1 required","More than 200 rows submitted — maxItems:200 enforced","Missing required fields (row_id, dataset_group, date, valid_records, checked_records) per row","date field not matching YYYY-MM-DD pattern","row_id exceeds 80 characters or is empty","Numeric fields outside allowed range (-1T to +1T)","Payment not included or insufficient — requires 0.01 USDC via x402"],"whenToPreferThis":"Choose this endpoint when you need both a record quality audit and a keyed dataset comparison for schema conformity data (valid_records, checked_records) in a single paid call. It is ideal for offline/batch analytical use cases where you supply your own data — no external lookups or live data sources are involved. Best when you want two structured reports from one request at low cost ($0.01 USDC for up to 200 rows total).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:46:20.870Z","isFirstParty":false,"canonicalSlug":"schema-conformity-record-quality-audit-and-keyed-dataset-comparison-db3b4ffd"}