{"uid":"cap_Cmi_A1okDBSZwgfO-9PZz","slug":"job-listing-inventories-duplicate-key-report-missing-value-fill-aa1bb05c","name":"Job Listing Inventories — Duplicate Key Report + Missing-Value Fill","description":"Job listing inventories — Duplicate key report + Explicit missing-value fill: Duplicate key report + 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-13-070?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_FWCOYKHeFUne-t3XPlkpg","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 job listing inventory rows to produce a duplicate key report and fill missing values (listing_count or duplicate_listings) using zero, mean, or median imputation.","exampleAgentPrompt":"I have a batch of job listing inventory records — up to 150 rows with columns row_id, company_group, date, listing_count, and duplicate_listings — can you run a duplicate key report on them and also fill any missing listing_count values using median imputation?","exampleUseCases":[{"title":"Pre-load data quality check for job listings","prompt":"Before I load this month's job listing inventory into our warehouse, can you check these 120 rows for duplicate row_id and date combinations and flag any that appear more than once?"},{"title":"Impute missing listing counts for reporting","prompt":"I have job listing inventory records from three company groups but some listing_count values are null — can you fill those gaps using the column mean so my weekly report doesn't have blanks?"},{"title":"Audit recruitment data export integrity","prompt":"We just exported job listing data for groups alpha and beta across October — here are 80 rows. Can you run both a duplicate key check and fill any missing duplicate_listings values with zero?"}],"resultDescription":"Returns two independent reports: (1) a duplicate key report identifying rows that share the same key combination, and (2) a missing-value fill report showing the original and imputed values for the specified field (listing_count or duplicate_listings), using the chosen method (zero, mean, or median). Up to 200 rows are processed per call.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","Unknown imputation method value causes a bad request error","Empty rows array returns an error","Numeric values outside allowed range (±1,000,000,000,000) rejected","Missing required fields (row_id, company_group, date) cause row-level errors"],"whenToPreferThis":"Choose this endpoint when you need lightweight, offline data quality analysis on job listing inventory records specifically — no external lookups or live data sources are needed. Ideal for pre-ingestion data cleaning pipelines where you want both duplicate detection and missing-value imputation in a single $0.01 call covering up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:54.246Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-duplicate-key-report-missing-value-fill-aa1bb05c"}