{"uid":"cap_mqXKdudVBrrlK3Ppc0C3B","slug":"validation-rule-results-record-quality-audit-string-normalisation-f5e942d2","name":"Validation Rule Results — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean","description":"Validation rule results — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied validation rule results records (passed_rules, total_rules). 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-08-205?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","passed_rules","total_rules"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"total_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"passed_rules":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","total_rules":1,"passed_rules":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","total_rules":2,"passed_rules":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","total_rules":3,"passed_rules":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","total_rules":4,"passed_rules":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["passed_rules","total_rules"],"type":"string","default":"passed_rules"}}},"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_dn4geloUM07KUa9mZyUTf","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 local analytical reports on validation rule result records: a record quality audit, string normalisation, and a weighted mean of a secondary measure (passed_rules or total_rules).","exampleAgentPrompt":"Run a record quality audit, string normalisation, and weighted mean report on my validation rule results — here are up to 200 rows with row_id, dataset_group, date, passed_rules, and total_rules; use passed_rules as the secondary measure field.","exampleUseCases":[{"title":"Data pipeline rule-pass audit","prompt":"I have 150 rows of validation rule results from our ETL pipeline with columns row_id, dataset_group, date, passed_rules, and total_rules. Can you run a record quality audit plus string normalisation and compute a weighted mean on passed_rules across all of them?"},{"title":"Multi-group rule compliance summary","prompt":"We track rule compliance across two dataset groups, group-a and group-b, with dates and passed_rules counts. Can you audit the record quality, normalise the string fields, and give me a weighted mean of total_rules for these 80 rows?"},{"title":"Spotting bad records in validation logs","prompt":"I've exported my validation rule logs — 60 rows with passed_rules and total_rules values — and I want to know which records have quality issues, get the strings normalised, and see a weighted mean of passed_rules. Can you run all three reports?"}],"resultDescription":"Three separate analytical reports per call: (1) a record quality audit flagging issues in the supplied rows, (2) string normalisation output for text fields, and (3) a weighted mean computation for the chosen secondary measure (passed_rules or total_rules). All processing is local with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — rejected","Missing required fields (row_id, dataset_group, date, passed_rules, total_rules) — validation error","Date field not matching YYYY-MM-DD pattern — schema rejection","Numeric values out of allowed range (±1,000,000,000,000) — error","Invalid field enum value (not passed_rules or total_rules) — rejection","Payment not completed via x402 protocol — request blocked"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — record quality auditing, string normalisation, and weighted mean computation — on validation rule result data (passed_rules, total_rules) in a single low-cost call of $0.01 USDC for up to 200 rows. Prefer it over building custom analytics when you want a quick, offline, no-external-lookup audit of rule-check datasets grouped by dataset_group.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T12:48:38.320Z","isFirstParty":false,"canonicalSlug":"validation-rule-results-record-quality-audit-string-normalisation-f5e942d2"}