{"uid":"cap_fA7hmNR9lqXJKyG9jSMf3","slug":"business-directory-coverage-duplicate-key-report-iqr-outlier-flags-6b92efa4","name":"Business Directory Coverage — Duplicate Key Report + IQR Outlier Flags","description":"Business directory coverage — Duplicate key report + IQR outlier flags: Duplicate key report + 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-14-065?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_L3x0Mi399OIyKb-xvkND2","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 up to 200 rows of business directory coverage data to produce a duplicate key report and IQR-based outlier flags for listed_entities and verified_entities fields.","exampleAgentPrompt":"Can you check this batch of business directory coverage records for duplicate keys and IQR outlier flags on the listed_entities field? I have about 50 rows with row_id, company_group, date, listed_entities, and verified_entities values I want audited.","exampleUseCases":[{"title":"Duplicate detection in directory coverage dataset","prompt":"I have 80 rows of business directory coverage data with company_group, date, listed_entities, and verified_entities columns — can you run a duplicate key report on them so I can find any rows that share the same row_id or company_group/date combination?"},{"title":"IQR outlier flagging for verified entity counts","prompt":"Can you analyze this set of 120 business directory coverage records and flag any statistical outliers in the verified_entities column using IQR outlier detection? I want to know which company groups have unusually high or low verification numbers."},{"title":"Data quality audit before CRM import","prompt":"Before I import these 150 directory coverage rows into our CRM, can you run both a duplicate key check and an IQR outlier analysis on listed_entities to catch any bad data — I need the full report covering all company groups and dates?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated key combinations (row_id, company_group, date), and (2) IQR-based outlier flags marking rows where the selected field (listed_entities or verified_entities) falls outside the interquartile range bounds. No external data is fetched; all analysis is performed on the supplied rows only.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows submitted exceeds the maximum and will be rejected","Rows missing required fields (row_id, company_group, date, listed_entities, verified_entities) fail schema validation","Date fields not matching YYYY-MM-DD pattern cause parsing errors","Numeric fields outside the allowed range (-1e12 to 1e12) are rejected","Insufficient data variance may result in no outliers being flagged (all values within IQR)"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously check a batch of business directory coverage records for both duplicate key issues and statistical outliers in a single call at low cost. It is best suited for offline/batch data quality audits on datasets of up to 200 rows, where no live lookup or external enrichment is needed. Prefer it over general-purpose data tools when you specifically need IQR-based outlier detection combined with duplicate key identification on directory coverage metrics (listed_entities, verified_entities).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:52.940Z","isFirstParty":false,"canonicalSlug":"business-directory-coverage-duplicate-key-report-iqr-outlier-flags-6b92efa4"}