{"uid":"cap_8VvEQw2GtJ92HH36vgUqb","slug":"schema-conformity-record-quality-audit-numeric-distribution-e0e1d416","name":"Schema Conformity Record Quality Audit + Numeric Distribution","description":"Schema conformity — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution 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-02-004?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_Fzdj8IZOL5X9M-jo1lzf8","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 two local analytical reports — a record quality audit and a numeric distribution analysis — on up to 200 schema conformity rows containing valid_records and checked_records fields.","exampleAgentPrompt":"Can you run a record quality audit and numeric distribution on these schema conformity rows — I have 4 rows with dataset groups 'group-a' and 'group-b', dates from 2026-10-01 to 2026-10-04, and I want the analysis focused on the valid_records field?","exampleUseCases":[{"title":"Data pipeline conformity audit","prompt":"I have 50 schema conformity records from our ETL pipeline — each row has a date, dataset group, valid_records count, and checked_records count. Can you run a quality audit and numeric distribution report on them so I can see where records are failing validation?"},{"title":"Cross-group record distribution analysis","prompt":"I want to compare the distribution of checked_records across my two dataset groups — 'finance' and 'operations' — for the past month. Can you analyze these 120 rows and give me both the quality audit and the numeric distribution breakdown?"},{"title":"Daily conformity trend summary","prompt":"Here are 30 days of schema conformity data for our data warehouse — please run the record quality audit and numeric distribution on the valid_records field so I can see the spread and identify any outlier days."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit summarizing completeness, validity, and anomalies across the supplied conformity rows; and (2) a numeric distribution report (e.g. min, max, mean, percentiles, histogram buckets) for the selected numeric field (valid_records or checked_records). Both reports are computed locally with no external lookups.","failureModes":["Fewer than 1 row supplied — rejected with validation error","More than 200 rows supplied — exceeds limit, request rejected","Missing required fields (row_id, date, valid_records, checked_records) — schema validation failure","Date field not matching YYYY-MM-DD pattern — validation error","Invalid field enum value (not valid_records or checked_records) — rejected","All numeric values are null — distribution report may return degenerate results"],"whenToPreferThis":"Choose this endpoint when you have pre-collected schema conformity data (valid_records and checked_records) for up to 200 rows and need both a quality audit and a numeric distribution in a single low-cost call ($0.01 USDC). It is ideal for offline batch analysis of data pipeline validation logs without requiring any external API calls, live data lookups, or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:47:22.900Z","isFirstParty":false,"canonicalSlug":"schema-conformity-record-quality-audit-numeric-distribution-e0e1d416"}