{"uid":"cap_Kr_rLYAFGjp6rsv8ZVUPA","slug":"business-directory-coverage-iqr-outlier-flags-missing-value-fill-4d082891","name":"Business Directory Coverage IQR Outlier Flags + Missing-Value Fill","description":"Business directory coverage — IQR outlier flags + Explicit missing-value fill: IQR outlier flags + Explicit missing-value fill for supplied business directory coverage records (listed_entities, verified_entities). 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-14-180?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listed_entities","verified_entities"],"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},"listed_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"verified_entities":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listed_entities":10,"verified_entities":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listed_entities":20,"verified_entities":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listed_entities":15,"verified_entities":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listed_entities":30,"verified_entities":4}],"maxItems":200,"minItems":1},"field":{"enum":["listed_entities","verified_entities"],"type":"string","default":"listed_entities"},"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_kCgCOJO9J28xBWngC1cIU","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":"Detects IQR-based outliers and fills missing values in business directory coverage data (listed_entities, verified_entities) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run IQR outlier detection and median missing-value fill on my business directory coverage data? I have up to 50 rows with listed_entities and verified_entities columns grouped by company — flag the outliers and fill in any nulls using median imputation.","exampleUseCases":[{"title":"Cleaning directory data before reporting","prompt":"I have 80 rows of business directory coverage data with company_group, date, listed_entities, and verified_entities — some values are missing and I think a few are outliers. Can you flag the IQR outliers and fill missing listed_entities values using the median?"},{"title":"Auditing verified entity count anomalies","prompt":"Run an IQR outlier analysis on my verified_entities column across 120 rows of directory coverage records. I want to know which rows look like anomalies and have any nulls filled in using zero fill."},{"title":"Multi-group directory coverage QA","prompt":"I've got directory coverage records from two company groups over the past quarter — about 150 rows total. Can you flag outliers using IQR and fill any missing listed_entities values with the mean, then give me two separate reports?"}],"resultDescription":"Two independent analytical reports: one identifying rows whose listed_entities or verified_entities values are flagged as outliers based on the interquartile range (IQR) method, and one providing explicit missing-value fills for null entries using the selected method (zero, mean, or median). Results are computed locally without external lookups.","failureModes":["Input exceeds 200 rows — request rejected","Missing required fields (row_id, date, listed_entities, verified_entities) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Invalid fill method enum value — rejected","All values missing for a field — IQR computation may be undefined","Numeric values outside allowed range — validation error"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local statistical analysis on business directory coverage data — specifically IQR-based outlier flagging and missing-value imputation — without requiring live lookups, predictions, or external data sources. Ideal for data quality checks on batches up to 200 rows of listed/verified entity counts grouped by company.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:54.282Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-iqr-outlier-flags-missing-value-fill-4d082891"}