{"uid":"cap_mFcXUm4tzTvl1Jl0tLnZH","slug":"business-directory-coverage-record-quality-audit-iqr-outlier-flags-5b9d020a","name":"Business Directory Coverage — Record Quality Audit + IQR Outlier Flags","description":"Business directory coverage — Record quality audit + IQR outlier flags: Record quality audit + IQR outlier flags 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-14-014?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_hK11hUvJFc12_kyw_R5Yp","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":"Audits supplied business directory coverage records (listed_entities, verified_entities) for data quality and flags statistical outliers using IQR analysis, producing 2 independent reports for up to 200 rows.","exampleAgentPrompt":"Can you audit my business directory coverage data for quality issues and flag any IQR outliers? I have rows for two company groups — group-a and group-b — with listed_entities and verified_entities counts across October 2026, and I want the analysis focused on the listed_entities field.","exampleUseCases":[{"title":"Monthly directory coverage quality check","prompt":"I have 50 rows of business directory coverage data for October 2026, each with a company group, date, listed_entities count, and verified_entities count. Can you run a record quality audit and flag any IQR outliers on the listed_entities field for me?"},{"title":"Detecting anomalous verified entity counts","prompt":"Something looks off in our verified_entities numbers across our directory groups — can you run an IQR outlier audit on these 120 rows of directory coverage records and tell me which rows are statistical anomalies in the verified_entities field?"},{"title":"Pre-reporting data validation for directory coverage","prompt":"Before I use this business directory dataset in my report, I need a quality audit and outlier check. Here are 80 rows with row_id, company_group, date, listed_entities, and verified_entities — please run the IQR outlier flags analysis on listed_entities and flag any bad records."}],"resultDescription":"Returns 2 independent analytical reports: a record quality audit identifying data completeness and integrity issues across the supplied rows, and an IQR-based outlier detection report flagging statistically anomalous values in the selected field (listed_entities or verified_entities) — all computed locally without any live lookups or external data.","failureModes":["Missing required fields (row_id, company_group, date, listed_entities, verified_entities) cause validation errors","More than 200 rows submitted exceeds the per-call limit","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Null values in numeric fields may affect IQR computation coverage","Submitting zero rows returns an error due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you have tabular business directory coverage data (listed_entities, verified_entities) that you want to audit for quality and outliers using IQR statistical methods, without needing live lookups or external enrichment. It is ideal for batch validation of up to 200 rows before using directory data in downstream analysis or reporting. Prefer alternatives if you need live data retrieval, predictive analytics, or enrichment from external sources.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:45.181Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-record-quality-audit-iqr-outlier-flags-5b9d020a"}