{"uid":"cap_-GmDWtdw7AY9sUgI_yvxO","slug":"business-directory-coverage-iqr-outlier-flags-date-by-category-pivot-ee1d732f","name":"Business Directory Coverage IQR Outlier Flags + Date by Category Pivot","description":"Business directory coverage — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot 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-14-178?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"}}},"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_kYNo8hLq3K4oCTlO-raVc","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 two analytical reports on business directory coverage data: IQR-based outlier detection and a date-by-category pivot, for up to 200 rows of listed/verified entity counts.","exampleAgentPrompt":"I have business directory coverage data with listed and verified entity counts across a few company groups — can you flag any IQR outliers and also give me a pivot of listed_entities by date and category? Here are my rows: row-1, 2026-10-01, group-a, 10 listed, 1 verified; row-2, 2026-10-02, group-b, 20 listed, 2 verified; row-3, 2026-10-03, group-a, 150 listed, 3 verified.","exampleUseCases":[{"title":"Spotting anomalous directory listings","prompt":"I've got 50 rows of daily business directory data by company group with listed_entities counts — can you run IQR outlier detection on listed_entities and also pivot the results by date and category so I can see which days or groups are out of the norm?"},{"title":"Verifying data quality before reporting","prompt":"Before I send my quarterly directory coverage report, can you check my verified_entities figures across these company groups for IQR outliers and also generate a date-by-category breakdown? I want to catch any bad data points first."},{"title":"Monitoring coverage gaps across groups","prompt":"I track business directory coverage for group-a and group-b every day — can you analyze my last 30 days of listed_entities data, flag anything statistically unusual using IQR, and show me a pivot table grouped by date and category?"}],"resultDescription":"Two analytical reports for the supplied dataset: (1) IQR outlier flags identifying rows where the selected field (listed_entities or verified_entities) falls outside the interquartile range bounds, and (2) a pivot table of the selected metric broken down by date and company_group category. Both reports cover up to 200 input rows and are computed locally without external lookups.","failureModes":["Missing required fields (row_id, date, company_group) returns a validation error","Fewer than 1 or more than 200 rows triggers a row count constraint error","Invalid date format (non-YYYY-MM-DD) causes schema rejection","Null or out-of-range numeric values for listed_entities or verified_entities may be excluded from IQR computation","Invalid field enum value (not 'listed_entities' or 'verified_entities') returns an error","Insufficient row variance may produce trivial or degenerate IQR results"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of business directory coverage data (listed and verified entity counts by company group and date) and need both IQR-based outlier flagging and a date-by-category pivot in a single low-cost call. It is ideal for data quality checks before reporting, anomaly detection in directory datasets, and summarizing coverage trends. It does not perform live lookups, predictions, or external enrichment — use it purely for local statistical analysis of supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:56:36.897Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-iqr-outlier-flags-date-by-category-pivot-ee1d732f"}