{"uid":"cap_B9Lr6YWRJQ4_4-1NPazPP","slug":"business-directory-coverage-record-quality-audit-exact-row-284399ff","name":"Business Directory Coverage — Record Quality Audit, Exact Row Deduplication & IQR Outlier Flags","description":"Business directory coverage — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied business directory coverage records (listed_entities, verified_entities). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-14-220?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_osxS_vorYOhXY6lfSfxMm","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 three local analytical reports on business directory coverage data: a record quality audit, exact row deduplication, and IQR-based outlier flagging for listed_entities and verified_entities fields.","exampleAgentPrompt":"Can you audit this business directory coverage dataset for quality issues, find any exact duplicate rows, and flag IQR outliers in the listed_entities field? Here are up to 200 rows with row_id, company_group, date, listed_entities, and verified_entities.","exampleUseCases":[{"title":"Pre-analysis data quality check","prompt":"Before I run my monthly directory analysis, can you audit these 150 business coverage rows for record quality issues, remove any exact duplicates, and flag outliers in listed_entities? The rows include row_id, company_group, date, listed_entities, and verified_entities."},{"title":"Verified entity count anomaly detection","prompt":"I have 80 rows of business directory coverage data and I want to know if any verified_entities values look like outliers based on IQR, and whether any rows are exact duplicates — can you run all three reports on them?"},{"title":"Directory pipeline data validation","prompt":"We're ingesting business directory coverage records daily and need a quality gate — can you run a record quality audit, deduplication check, and IQR outlier flags on these 200 rows using the verified_entities field?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or suspect fields; (2) an exact row deduplication report listing any duplicate rows by row_id; and (3) IQR-based outlier flags for the selected numeric field (listed_entities or verified_entities), all computed locally without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, listed_entities, verified_entities) cause row-level errors","Invalid date format (not YYYY-MM-DD) triggers validation failure","Null or out-of-range numeric values may reduce outlier detection accuracy","Empty rows array returns error","field enum value not one of listed_entities or verified_entities causes rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of business directory coverage data and need a quick, low-cost ($0.01 USDC) batch of three data quality reports — quality audit, deduplication, and IQR outlier detection — all in one call without any live data lookup or external enrichment. Ideal for pre-processing pipelines, data validation gates, or routine directory data hygiene checks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:35.252Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-record-quality-audit-exact-row-284399ff"}