{"uid":"cap_Rh5jynVAYvLPgSA7YC82N","slug":"job-listing-inventories-record-quality-audit-string-normalisation-02c093d7","name":"Job Listing Inventories — Record Quality Audit, String Normalisation & Numeric Row Ordering","description":"Job listing inventories — Record quality audit + String normalisation + Numeric row ordering: Record quality audit + String normalisation + Numeric row ordering 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-13-196?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"}}},"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_2p0w7Z3Qwzn2NJLQuYgAv","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":"Performs record quality audit, string normalisation, and numeric row ordering on job listing inventory data (listing_count, duplicate_listings) for up to 200 rows, returning 3 independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and numeric row ordering on my job listing inventory data? I have up to 50 rows with fields like listing_count and duplicate_listings, and I want the analysis ordered by listing_count.","exampleUseCases":[{"title":"Duplicate listing detection across company groups","prompt":"I have a job listing inventory spreadsheet with company groups and daily listing counts — can you audit it for record quality issues and flag duplicate listings across the rows, ordered by duplicate_listings?"},{"title":"Normalising messy company group strings","prompt":"My job listing dataset has inconsistent company_group strings with mixed casing and spacing — run string normalisation on these records and give me the cleaned output along with a quality audit."},{"title":"Ranking job listings by volume for reporting","prompt":"I need to sort my job listing inventory rows by listing_count from highest to lowest, and also check whether any records have quality issues before I send the report to my manager."}],"resultDescription":"Returns 3 independent reports for the submitted rows: (1) a record quality audit identifying data issues, (2) string normalisation results for text fields like company_group, and (3) numeric row ordering of the submitted data sorted by the selected numeric field (listing_count or duplicate_listings). All processing is local and offline — no external lookups or predictions are made.","failureModes":["Exceeding 200 rows causes rejection","Invalid date format (not YYYY-MM-DD) triggers validation error","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes failure","Invalid field enum value (not listing_count or duplicate_listings) causes error","Numeric values outside allowed range trigger schema validation failure"],"whenToPreferThis":"Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) and need lightweight, offline data hygiene — specifically a combination of quality auditing, string field normalisation, and numeric ordering in one bundled call. It is cost-effective at $0.01 USDC for all three reports together. Prefer it over general-purpose data tools when your data specifically contains listing_count and duplicate_listings fields and you want structured analytical output without any external API calls or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:23.631Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-02c093d7"}