{"uid":"cap_mprih6MlZaGG6gsMbQ6R8","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-7f6b7e3d","name":"Job Listing Inventories — Record Quality Audit, Exact Row Deduplication & Numeric Row Ordering","description":"Job listing inventories — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + 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-13-213?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_jiBLy44gj2mD03egum5F1","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, exact row deduplication, and numeric row ordering — up to 200 rows per call.","exampleAgentPrompt":"Can you audit the quality of these job listing inventory records, deduplicate any exact duplicate rows, and order them numerically by listing_count? I've got 4 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, row-3 group-a 2026-10-03 listing_count=15 duplicate_listings=3, row-4 group-b 2026-10-04 listing_count=30 duplicate_listings=4.","exampleUseCases":[{"title":"Monthly job board data cleanup","prompt":"I have my monthly job listing inventory export with about 50 rows — can you run a quality audit, strip out any exact duplicate listings, and order everything numerically by listing_count? Here are the records: row-1 through row-50 with company_group, date, listing_count, and duplicate_listings filled in."},{"title":"Detecting duplicate postings by group","prompt":"Can you check these 80 job listing records for exact duplicate rows and give me a deduplication report? The data has row_id, company_group, date, listing_count, and duplicate_listings columns, and I want to identify which entries appear more than once."},{"title":"Quality gate before HR dashboard ingestion","prompt":"Before I load this job listing dataset into our HR dashboard, can you audit the record quality and flag any issues in the duplicate_listings field? I have 120 rows with row_id, company_group, date, listing_count, and duplicate_listings, and I also want them ordered numerically by duplicate_listings."}],"resultDescription":"Returns three independent reports generated by local analytical engines: (1) a record quality audit flagging data issues in the supplied rows, (2) an exact row deduplication report identifying and removing identical records, and (3) a numeric row ordering report sorting rows by the selected numeric field (listing_count or duplicate_listings). All reports are based solely on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncated result","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation failure","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null values in numeric fields may affect ordering report","Payment failure (x402 protocol) prevents request from being processed"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of job listing inventory data and need all three of: a record quality audit, exact deduplication, and numeric ordering in a single low-cost call ($0.01 USDC). It operates entirely on supplied data with no external lookups or network dependencies, making it ideal for offline/batch data cleaning pipelines. Prefer it over general-purpose data tools when working specifically with listing_count and duplicate_listings fields in a company-group/date-keyed schema.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:49.348Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-7f6b7e3d"}