{"uid":"cap_8Y50RGoJcUfrTF2wHsBbP","slug":"validation-rule-results-record-quality-audit-with-missing-value-fill-64bf586f","name":"Validation Rule Results — Record Quality Audit with Missing-Value Fill","description":"Validation rule results — Record quality audit + Explicit missing-value fill: Record quality audit + Explicit missing-value fill for supplied validation rule results records (passed_rules, total_rules). 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-08-019?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_MFh7CZL31dTjfOU83MOEE","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 the quality of validation rule result records and fills missing passed_rules or total_rules values using zero, mean, or median imputation.","exampleAgentPrompt":"Can you run a record quality audit on these validation rule results and fill in any missing passed_rules values using median imputation? I have rows for dataset groups 'group-a' and 'group-b' from October 2026.","exampleUseCases":[{"title":"Impute missing rule pass counts","prompt":"I have a batch of validation rule records for my 'payments' dataset group dated from 2025-01-01 to 2025-01-04 and some of the passed_rules values are null — can you fill them in using the median of the available values?"},{"title":"Audit rule compliance data quality","prompt":"Can you run a quality audit on these 50 validation rule result records from our 'orders' dataset group? I want to see which rows have issues and get any missing total_rules values filled using the mean."},{"title":"Zero-fill missing rule metrics before reporting","prompt":"Before I generate my weekly data quality report, can you fill all missing passed_rules values with zero for these validation rule records from dataset group 'inventory' for the week of 2025-03-10 through 2025-03-14?"}],"resultDescription":"Returns audited records with missing values for the specified field (passed_rules or total_rules) filled using the chosen imputation method (zero, mean, or median), along with quality audit metadata indicating record completeness and any anomalies detected.","failureModes":["Empty rows array — rejected if fewer than 1 item is submitted","Row missing required fields (row_id, dataset_group, date, passed_rules, total_rules) — validation error","Date format not matching YYYY-MM-DD pattern — rejected","More than 200 rows submitted — exceeds maxItems limit","Invalid field enum value (not passed_rules or total_rules) — rejected","Invalid method enum value (not zero, mean, or median) — rejected","Payment failure — x402 payment of $0.01 USDC not processed"],"whenToPreferThis":"Choose this endpoint when you have tabular validation rule result records with missing passed_rules or total_rules values and need both a quality audit and structured missing-value imputation in a single call. Prefer it over generic imputation tools when your data is specifically structured around rule compliance metrics (passed_rules, total_rules) with dataset group and date dimensions, and you want a lightweight, per-call solution at $0.01 USDC.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:08.836Z","isFirstParty":false,"canonicalSlug":"validation-rule-results-record-quality-audit-with-missing-value-fill-64bf586f"}