{"uid":"cap_DA3R5XTVGZ64EYsn1IcNh","slug":"brand-mention-inventories-exact-row-deduplication-explicit-missing-67623542","name":"Brand Mention Inventories — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Brand mention inventories — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied brand mention inventories records (mention_count, source_count). 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-18-054?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_7CIt38yrcDeGwp5XoNhhb","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":"Deduplicates exact duplicate rows and fills missing values (mention_count or source_count) in brand mention inventory datasets using zero, mean, or median imputation.","exampleAgentPrompt":"I have up to 200 rows of brand mention inventory data with some duplicate rows and missing mention_count values — can you deduplicate the exact duplicates and fill the missing mention_count using median imputation?","exampleUseCases":[{"title":"Clean brand monitoring export before analysis","prompt":"I exported our brand mention inventory for Q4 and it has some duplicate rows and a bunch of null mention_count entries. Can you deduplicate the exact duplicates and fill the missing mention_count using the median method? Here are up to 200 rows."},{"title":"Impute missing source counts with zero fill","prompt":"I have a dataset of brand mentions by company group and date, but source_count is missing for several rows. Can you remove any exact duplicate rows and fill all missing source_count values with zero?"},{"title":"Prepare brand data for two-team comparison reports","prompt":"We need two clean analytical reports on our brand mention inventory — please deduplicate the rows exactly and fill in any missing mention_count values using the mean, then give us both reports from the same dataset of up to 200 rows."}],"resultDescription":"Returns 2 analytical reports on the supplied brand mention inventory dataset (up to 200 rows) after exact duplicate rows have been removed and missing values in the specified field (mention_count or source_count) have been filled using the chosen method (zero, mean, or median). No external lookups or predictions are made; all processing uses local analytical engines.","failureModes":["Input array is empty (minItems: 1 violated)","More than 200 rows supplied (maxItems: 200 exceeded)","row_id missing or empty string (minLength: 1 violated)","date field does not match YYYY-MM-DD pattern","numeric fields outside allowed range (±1,000,000,000,000)","Invalid enum value for 'field' or 'method' parameters","Payment of 0.01 USDC not fulfilled (x402 payment required)"],"whenToPreferThis":"Choose this endpoint when you have brand mention inventory records (with mention_count and/or source_count fields) that contain exact duplicate rows and/or missing numeric values, and you need both cleaned in a single pass with configurable imputation strategy (zero, mean, or median). Best suited for small-to-medium datasets up to 200 rows where you want two independent summary reports from the same cleaned data without any external API calls or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:30.520Z","isFirstParty":false,"canonicalSlug":"brand-mention-inventories-exact-row-deduplication-explicit-missing-67623542"}