{"uid":"cap_0kDu3AvJXZSirL7yqvZMb","slug":"data-validation-results-numeric-distribution-f65c2a1a","name":"Data Validation Results – Numeric Distribution","description":"Data validation results - Numeric distribution: Numeric distribution for Data validation results. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded numeric distribution report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-describe?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","rule","date","checked_records","failed_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"rule":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"failed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","rule":"group-a","row_id":"row-1","failed_records":1,"checked_records":10},{"date":"2026-10-02","rule":"group-b","row_id":"row-2","failed_records":2,"checked_records":20},{"date":"2026-10-03","rule":"group-a","row_id":"row-3","failed_records":3,"checked_records":15},{"date":"2026-10-04","rule":"group-b","row_id":"row-4","failed_records":4,"checked_records":30}],"maxItems":200,"minItems":1},"field":{"enum":["checked_records","failed_records"],"type":"string","default":"checked_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_PQZtQvp8DObZne3-NWq5X","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":"Computes a numeric distribution report (descriptive statistics) for either checked_records or failed_records across up to 200 data validation result rows.","exampleAgentPrompt":"Can you give me a numeric distribution report for the failed_records field across these validation results — I have about 50 rows, each with a rule name, date, and counts of checked and failed records?","exampleUseCases":[{"title":"Daily validation pipeline health check","prompt":"I ran our nightly data validation job and got results for 120 rules across the past week — can you compute a numeric distribution of the failed_records so I can see how failures are spread out and spot any anomalies?"},{"title":"Audit report for data quality review","prompt":"I need a descriptive stats summary for the checked_records field across 80 validation entries from last month — can you profile the distribution so we can include it in our data quality audit report?"},{"title":"Comparing failure rates across rule groups","prompt":"I have 40 validation result rows tagged by rule group-a and group-b over the last two weeks. Can you run a numeric distribution on failed_records so I can see the spread and typical failure count for each?"}],"resultDescription":"A bounded numeric distribution report for the selected field (checked_records or failed_records), including descriptive statistics such as min, max, mean, median, percentiles, and distribution shape indicators derived locally from the supplied validation result rows.","failureModes":["Empty or missing rows array returns an error","More than 200 rows submitted exceeds the maxItems limit and is rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Missing required fields (row_id, rule, date, checked_records, failed_records) causes rejection","Invalid field enum value (anything other than checked_records or failed_records) causes error","All null values in the selected field may produce a degenerate or empty distribution"],"whenToPreferThis":"Choose this endpoint when you have a small, locally-available dataset of data validation results (up to 200 rows) and need fast, low-cost descriptive statistics on either the checked_records or failed_records numeric column — without sending data to an external enrichment or forecasting service. It is well-suited for quick profiling steps in data quality pipelines, audit reporting, or anomaly spotting on validation run outputs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T12:56:41.295Z","isFirstParty":false,"canonicalSlug":"data-validation-results-numeric-distribution-f65c2a1a"}