{"uid":"cap_ddVjAnpyBHziwzyxsBN0d","slug":"brand-mention-inventories-record-quality-audit-exact-row-c177d7b5","name":"Brand Mention Inventories — Record Quality Audit, Exact Row Deduplication & IQR Outlier Flags","description":"Brand mention inventories — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied brand mention inventories records (mention_count, source_count). 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-18-220?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","mention_count","source_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"mention_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_count":1,"company_group":"group-a","mention_count":10},{"date":"2026-10-02","row_id":"row-2","source_count":2,"company_group":"group-b","mention_count":20},{"date":"2026-10-03","row_id":"row-3","source_count":3,"company_group":"group-a","mention_count":15},{"date":"2026-10-04","row_id":"row-4","source_count":4,"company_group":"group-b","mention_count":30}],"maxItems":200,"minItems":1},"field":{"enum":["mention_count","source_count"],"type":"string","default":"mention_count"}}},"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_KwwOklyfkAfI9n0mBm9IP","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 supplied brand mention inventory rows: a record quality audit, exact row deduplication, and IQR-based outlier flagging on mention_count or source_count fields.","exampleAgentPrompt":"Can you audit these brand mention inventory rows for quality issues, exact duplicates, and IQR outliers on the mention_count field? I have up to 50 rows with row_id, company_group, date, mention_count, and source_count.","exampleUseCases":[{"title":"Pre-analysis data quality check","prompt":"Before I run my brand share analysis, can you audit these 80 brand mention rows for record quality problems, find any exact duplicate rows, and flag outliers in mention_count using IQR? I need all three reports."},{"title":"Deduplicating media monitoring exports","prompt":"I exported brand mention data from our media monitoring tool and I think there are duplicates. Can you run exact row deduplication plus a quality audit on these 120 rows tracking mention_count and source_count by company group?"},{"title":"Outlier detection for source count anomalies","prompt":"Can you run IQR outlier flagging on the source_count field for these 40 brand mention inventory records grouped by company, along with a quality audit and deduplication check?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or invalid field values; (2) an exact row deduplication report listing duplicate rows across all fields; (3) IQR outlier flags marking records where the selected numeric field (mention_count or source_count) falls outside the interquartile range. All computed locally with no external lookups.","failureModes":["Fewer than 1 row provided — API rejects request","More than 200 rows submitted — exceeds maxItems limit","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, company_group, date, mention_count, source_count) — schema rejection","Numeric values outside allowed range (±1,000,000,000,000) — schema rejection","Invalid field enum value (not mention_count or source_count) — request error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 brand mention inventory rows and need all three of: a record quality audit, exact deduplication, and IQR-based outlier detection in a single $0.01 call. It is a purely local, offline analytical service — ideal for data cleaning pipelines before downstream brand analytics, when you do not need live data lookups, predictions, or external integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T12:48:52.070Z","isFirstParty":false,"canonicalSlug":"brand-mention-inventories-record-quality-audit-exact-row-c177d7b5"}