{"uid":"cap_ibNOpZInPT00_0Jc_N3JY","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-bb54e050","name":"Job Listing Inventories — Record Quality Audit, Exact Row Deduplication & IQR Outlier Flags","description":"Job listing inventories — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags 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-13-220?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_WEuCVS9kleI4SwFG50ezr","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 supplied job listing inventory records for quality issues, exact duplicate rows, and IQR-based outlier flags across listing_count and duplicate_listings fields — up to 200 rows, three reports per call.","exampleAgentPrompt":"Can you run a full data quality audit on my job listing inventory records — check for exact duplicate rows and flag any IQR outliers in the listing_count field? Here are my rows: [{\"row_id\":\"r1\",\"company_group\":\"Acme\",\"date\":\"2025-01-15\",\"listing_count\":120,\"duplicate_listings\":5},{\"row_id\":\"r2\",\"company_group\":\"Acme\",\"date\":\"2025-01-15\",\"listing_count\":120,\"duplicate_listings\":5},{\"row_id\":\"r3\",\"company_group\":\"BetaCo\",\"date\":\"2025-01-16\",\"listing_count\":9000,\"duplicate_listings\":1}]","exampleUseCases":[{"title":"Weekly job board data health check","prompt":"I have 50 rows of job listing inventory data from last week — run a record quality audit, find any exact duplicate rows, and flag IQR outliers in listing_count so I can clean it before importing."},{"title":"Spotting inflated duplicate listing counts","prompt":"Can you check these 80 job listing inventory records for data issues? I want to know which rows have suspiciously high duplicate_listings values based on IQR outlier detection, and whether any rows are exact duplicates."},{"title":"Pre-pipeline deduplication for multi-group inventory","prompt":"Before we merge these job listing records from three company groups into our data warehouse, please run deduplication and a quality audit on all 150 rows and tell me which ones are exact duplicates or outliers in listing_count."}],"resultDescription":"Three independent analytical reports: (1) a record quality audit identifying missing, malformed, or invalid field values; (2) an exact row deduplication report identifying which rows are identical across all fields; (3) an IQR-based outlier flag report identifying rows where the selected numeric field (listing_count or duplicate_listings) falls outside the interquartile range bounds.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Invalid field enum value (not listing_count or duplicate_listings) — rejected","Null values in numeric fields may affect IQR computation coverage","Payment not processed — endpoint returns 402"],"whenToPreferThis":"Choose this endpoint when you need offline, deterministic data quality analysis on job listing inventory records without any external lookups or live data. It is ideal for pre-pipeline cleaning workflows where you want three complementary reports (quality, deduplication, outlier detection) in a single low-cost call. Prefer this over generic data validation tools when your data specifically contains listing_count and duplicate_listings fields organized by company group and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:45:01.671Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-bb54e050"}