{"uid":"cap_FvOWbI4RFfGK1aPKe5vBG","slug":"schema-conformity-record-quality-audit-category-frequencies-b2126e13","name":"Schema Conformity Record Quality Audit + Category Frequencies","description":"Schema conformity — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-02-006?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}}},"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_4ZYfg6DK6pWw_VlTskjWM","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 schema conformity records for record quality and computes category frequencies across dataset groups, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Audit these schema conformity records for me — I have 4 rows across two dataset groups (group-a and group-b) from October 2026, each with valid_records and checked_records counts, and I want both a record quality audit and category frequencies report.","exampleUseCases":[{"title":"Data pipeline conformity audit","prompt":"I have a batch of 50 schema conformity records from our October data pipeline runs, each tagged with a dataset_group and date — can you run a record quality audit and show me the category frequencies across all groups?"},{"title":"Weekly dataset group comparison","prompt":"Here are 120 rows of schema conformity data across five dataset groups from last week. Give me a quality audit of valid vs checked records and a frequency breakdown by group so I can see which groups are performing worst."},{"title":"Spot-check single dataset conformity","prompt":"Can you audit this small set of 8 schema conformity records for dataset group 'finance-prod' from 2025-01-15 through 2025-01-22? I want to see the record quality report and how the category counts break down."}],"resultDescription":"Returns two analytical reports: (1) a record quality audit summarizing valid_records vs checked_records metrics per row and overall, and (2) category frequency counts broken down by dataset_group — all computed locally with no external lookups, covering up to 200 input rows.","failureModes":["Missing required fields (row_id, date, valid_records, checked_records) causes row rejection or error","Date strings not matching YYYY-MM-DD pattern are rejected by schema validation","Submitting more than 200 rows exceeds the maxItems limit and will be rejected","null values in valid_records or checked_records may affect audit calculations","Empty rows array (minItems: 1 violated) returns an error"],"whenToPreferThis":"Choose this endpoint when you have tabular schema conformity data (valid_records + checked_records per row with a dataset_group dimension) and need both a row-level quality audit and group-level frequency summary in a single low-cost call. It is best suited for offline/batch analytical review of already-collected conformity metrics rather than live data fetching or prediction tasks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:29.106Z","isFirstParty":false,"canonicalSlug":"schema-conformity-record-quality-audit-category-frequencies-b2126e13"}