{"uid":"cap_3D--QiHpz6X060_hKA696","slug":"job-listing-inventories-record-quality-audit-string-normalisation-168e831d","name":"Job Listing Inventories — Record Quality Audit, String Normalisation & Numeric Interval Filter","description":"Job listing inventories — Record quality audit + String normalisation + Numeric interval filter: Record quality audit + String normalisation + Numeric interval filter 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-13-197?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_uPHeWS5wpmsp28Iwsj8XO","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":"Runs three local analytical reports on supplied job listing inventory data: record quality audit, string normalisation, and numeric interval filtering for listing_count or duplicate_listings fields across up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and numeric interval filter on my job listing inventory data — filter on listing_count between 0 and 500 — for these rows: row-1, group-a, 2026-10-01, listing_count 10, duplicate_listings 1; row-2, group-b, 2026-10-02, listing_count 20, duplicate_listings 2?","exampleUseCases":[{"title":"Monthly job board data quality check","prompt":"I have a batch of 150 job listing inventory rows for October by company group — can you run a record quality audit, string normalisation, and filter on listing_count between 0 and 1000 to flag anything suspicious?"},{"title":"Duplicate listing anomaly detection","prompt":"Can you audit and normalise these job listing records and filter on duplicate_listings between 0 and 50 so I can spot which company groups have suspiciously high duplicate counts?"},{"title":"Pre-analysis data cleaning for recruitment dashboard","prompt":"Before I load this job listing dataset into my dashboard, can you run a quality audit and string normalisation on the company_group field and filter listing_count to only rows between 5 and 200?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) a string normalisation report standardising company_group and other text fields; and (3) a numeric interval filter report identifying which rows have the selected numeric field (listing_count or duplicate_listings) within the specified minimum/maximum bounds. All reports are computed locally using shared analytical engines on the submitted rows.","failureModes":["Submitting more than 200 rows returns an error","Invalid date format (not YYYY-MM-DD) causes validation failure","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes rejection","Minimum value greater than maximum value may produce empty filter results","Non-numeric values in listing_count or duplicate_listings fields cause processing errors","Payment of less than 0.01 USDC results in request rejection"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data and need three bundled local analytical operations — quality audit, string normalisation, and numeric range filtering — without requiring any live lookups, external enrichment, or real-time predictions. It is cost-effective at $0.01 USDC for all three reports simultaneously and is best suited for pre-processing or validation steps before loading recruitment or job board data into downstream analytics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:15.650Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-168e831d"}