{"uid":"cap_5kQm4gF9pYMrWtyP19SOP","slug":"validation-rule-results-record-quality-audit-equal-width-histogram-cd426ad4","name":"Validation Rule Results — Record Quality Audit + Equal-Width Histogram","description":"Validation rule results — Record quality audit + Equal-width histogram: Record quality audit + Equal-width histogram 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-08-013?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_Cn3AwB6poQXMC_B6MXo6_","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 a record quality audit and equal-width histogram on up to 200 rows of validation rule results (passed_rules, total_rules) using local analytical engines.","exampleAgentPrompt":"Can you run a record quality audit and a 10-bin equal-width histogram on my validation rule results for the passed_rules field? I have 50 rows across two dataset groups from October 2026.","exampleUseCases":[{"title":"Data pipeline quality audit","prompt":"I have 150 rows of validation rule results from my ETL pipeline — each row has a dataset_group, date, passed_rules, and total_rules. Can you audit the record quality and show me a histogram of passed_rules with 8 bins so I can spot any data issues?"},{"title":"Rule compliance distribution check","prompt":"Run a histogram analysis with 5 bins on the total_rules field for my validation results dataset — I want to see how my 80 records are distributed so I know if any groups are outliers."},{"title":"Dataset group validation summary","prompt":"Can you audit the quality of my validation rule records and generate an equal-width histogram for passed_rules using 15 bins? I've got about 120 rows tagged by dataset group and date that I need summarized before a review meeting."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit covering completeness, nulls, and data integrity issues across the supplied rows, and (2) an equal-width histogram with configurable bins (1–30) for the selected numeric field (passed_rules or total_rules). Both reports are computed locally on the supplied data with no external lookups.","failureModes":["Rows array is empty or exceeds 200 items — request rejected","Invalid date format (not YYYY-MM-DD) — validation error","Bins value outside 1–30 range — schema validation failure","Null or missing required fields (row_id, dataset_group, date) — audit flags or error","Field enum value not 'passed_rules' or 'total_rules' — invalid input","Numeric values outside allowed range (±1,000,000,000,000) — validation error"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a distribution histogram in a single call for validation rule result records, and your dataset is 200 rows or fewer. It is ideal for data engineers and analysts who want a quick offline-style audit of passed_rules or total_rules without connecting to an external database or prediction service. Prefer this over general-purpose analytics when you specifically need the dual-report (quality audit + equal-width histogram) output for rule-based validation data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:09.498Z","isFirstParty":false,"canonicalSlug":"validation-rule-results-record-quality-audit-equal-width-histogram-cd426ad4"}