{"uid":"cap_vqcwiGU-iHCoIGUCoe_ms","slug":"ownership-record-completeness-iqr-outlier-flags-explicit-missing-2fa9eeee","name":"Ownership Record Completeness — IQR Outlier Flags + Explicit Missing-Value Fill","description":"Ownership record completeness — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied ownership record completeness records (documented_links, required_links). 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-company-21-180?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","documented_links","required_links"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"required_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"documented_links":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","required_links":1,"documented_links":10},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","required_links":2,"documented_links":20},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","required_links":3,"documented_links":15},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","required_links":4,"documented_links":30}],"maxItems":200,"minItems":1},"field":{"enum":["documented_links","required_links"],"type":"string","default":"documented_links"},"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_6qdrFFPSDY76IzFGLg464","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":"Analyzes ownership record completeness data (documented_links, required_links) to flag IQR-based outliers and fill missing values using zero, mean, or median imputation, producing two independent analytical reports.","exampleAgentPrompt":"I have up to 200 rows of ownership record data with documented_links and required_links fields — can you run IQR outlier flagging and also fill any missing documented_links values using median imputation, giving me both reports?","exampleUseCases":[{"title":"Flag outliers in ownership link audit","prompt":"I have ownership completeness records for several company groups across dates — run IQR outlier detection on the documented_links field and return flags for each row so I can spot anomalous entries."},{"title":"Impute missing required_links before reporting","prompt":"Some of my required_links values are null in these ownership records. Can you fill the missing values using mean imputation so I have a complete dataset ready for reporting?"},{"title":"Dual-report ownership data quality check","prompt":"Here are 150 rows of ownership completeness data with documented_links and required_links — I need both an IQR outlier flags report and a missing-value fill using zero for any nulls, all in one call."}],"resultDescription":"Two independent analytical reports: (1) IQR-based outlier flags per row identifying which records fall outside the interquartile range for the chosen field, and (2) a missing-value fill report with null values replaced by the selected imputation method (zero, mean, or median). Both reports are computed locally without external lookups.","failureModes":["Fewer than 1 row or more than 200 rows submitted — rejected with validation error","Invalid date format (not YYYY-MM-DD) causes row rejection","Missing required fields (row_id) triggers schema validation failure","Non-numeric or out-of-range values for documented_links or required_links cause errors","Invalid enum value for field or method parameters returns bad request","Payment not processed — endpoint returns 402 if USDC payment is not attached"],"whenToPreferThis":"Choose this endpoint when you need both outlier detection (IQR-based flags) and missing-value imputation on ownership record completeness data in a single low-cost call. Ideal for data quality pipelines dealing with documented_links and required_links metrics across company groups. Best suited when working offline with supplied data rather than needing live lookups, predictions, or external data enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:43:20.070Z","isFirstParty":false,"canonicalSlug":"ownership-record-completeness-iqr-outlier-flags-explicit-missing-2fa9eeee"}