{"uid":"cap_XtS7mDqvP4CACqU9-bbKV","slug":"job-listing-inventories-exact-row-deduplication-explicit-missing-22a8c6b6","name":"Job Listing Inventories — Exact Row Deduplication + Explicit Missing-Value Fill","description":"Job listing inventories — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill for supplied job listing inventories records (listing_count, duplicate_listings). 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-13-054?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"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},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"field":{"enum":["listing_count","duplicate_listings"],"type":"string","default":"listing_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_wmynPXkhJb3itNb60NHHI","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 rows and fills missing values (zero, mean, or median) in job listing inventory records containing listing_count and duplicate_listings fields.","exampleAgentPrompt":"Take my job listing inventory records for group-a and group-b — up to 200 rows with listing_count and duplicate_listings fields — deduplicate any exact duplicate rows and fill any missing listing_count values using median, then give me 2 analytical reports.","exampleUseCases":[{"title":"Clean recruiter job board data","prompt":"I have a CSV of job listing counts by company group and date, some rows are exact duplicates and some listing_count values are null — can you deduplicate the rows and fill missing listing_count values using median? Here are up to 200 rows with row_id, company_group, date, listing_count, and duplicate_listings."},{"title":"Fill missing duplicate listing counts","prompt":"My job listing inventory dataset has some null duplicate_listings values scattered across different company groups and dates — please fill those missing values using zero and also remove any exact duplicate rows, then give me the cleaned reports."},{"title":"Prep job inventory data for analysis","prompt":"Before I run my hiring trend analysis, I need my job listing inventory records cleaned up — deduplicate any identical rows and use mean imputation to fill any missing listing_count fields across these 150 company group records."}],"resultDescription":"Returns 2 independent analytical reports covering: (1) exact row deduplication results identifying and removing fully duplicate records, and (2) explicit missing-value fill results replacing null listing_count or duplicate_listings values with zero, mean, or median — all computed locally on the supplied data without external lookups.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, company_group) on any row — validation error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Invalid method enum value (not zero/mean/median) — schema error","Invalid field enum value (not listing_count/duplicate_listings) — schema error","Empty rows array — minItems violation","Numeric values outside allowed range — validation error"],"whenToPreferThis":"Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) with listing_count and duplicate_listings fields and need both exact row deduplication and missing-value imputation in a single call. Ideal for pre-processing job board or recruiter datasets before downstream analytics. Prefer this over general-purpose data cleaning tools when your data fits the specific job listing inventory schema and you need two combined reports at low cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:46.982Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-explicit-missing-22a8c6b6"}