{"uid":"cap_6FkgDpLTQQOwxKI7w5L8y","slug":"job-listing-inventories-record-quality-audit-string-normalisation-e1106c49","name":"Job Listing Inventories — Record Quality Audit, String Normalisation & Missing-Value Fill","description":"Job listing inventories — Record quality audit + String normalisation + Explicit missing-value fill: Record quality audit + String normalisation + Explicit missing-value fill for supplied job listing inventories records (listing_count, duplicate_listings). 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-13-208?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_8fLs2nInSx4qWduRRzJBp","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":"Audits job listing inventory records for quality, normalises strings, and fills missing values for up to 200 rows across 3 independent analytical reports.","exampleAgentPrompt":"Can you run a quality audit, string normalisation, and missing-value fill on my job listing inventory data? I have rows with company_group, date, listing_count, and duplicate_listings — use median imputation on the listing_count field, and process all 200 rows.","exampleUseCases":[{"title":"Audit recruiter platform listing data","prompt":"I have a CSV export from our recruiter platform with up to 150 rows of job listing counts and duplicate listing figures by company group and date — can you run a record quality audit, normalise the strings, and fill any missing listing_count values using median imputation?"},{"title":"Clean HR analytics dataset before reporting","prompt":"Before I send our monthly HR analytics report, can you clean up our job listing inventory records? There are about 80 rows with company_group, date, listing_count, and duplicate_listings — please audit quality, normalise strings, and fill missing duplicate_listings values using the mean method."},{"title":"Pre-process listing inventory for data pipeline","prompt":"I need to pre-process our job listing inventory snapshot for the data pipeline — run a quality audit, string normalisation, and zero-fill any missing listing_count values across these 60 rows grouped by company and date."}],"resultDescription":"Three independent analytical reports covering: (1) a record quality audit highlighting issues such as missing values, formatting errors, and duplicates; (2) string normalisation details showing corrected or standardised company group and date strings; and (3) explicit missing-value fills for the chosen field (listing_count or duplicate_listings) using the selected imputation method (zero, mean, or median). All reports are generated locally without live lookup or external data access.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Invalid date format (not YYYY-MM-DD) causes row-level validation errors","Missing required fields (row_id, company_group, date) cause row rejection","Numeric values outside the allowed range trigger schema validation errors","Empty rows array returns an error response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data (listing_count, duplicate_listings) and need a combined data quality audit, string normalisation, and missing-value imputation in a single low-cost call ($0.01 USDC). It is ideal for pre-processing job listing datasets before analytics or reporting, especially when no live external data lookup or prediction is required and all processing can be done locally.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:43:12.302Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-e1106c49"}