{"uid":"cap_SG98MyMiv-KVxuEWaT0FB","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-1b41b91a","name":"Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Numeric Distribution","description":"Job listing inventories — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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-13-210?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_A0aR8u_DOWftpRubrRJeR","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 analytical reports on job listing inventory data: a record quality audit, exact row deduplication, and numeric distribution analysis for listing_count or duplicate_listings fields.","exampleAgentPrompt":"Can you run a quality audit, deduplication check, and numeric distribution analysis on my job listing inventory data — I have rows with listing_count and duplicate_listings fields grouped by company and date, and I want to analyze the listing_count field? I'll provide up to 200 rows.","exampleUseCases":[{"title":"Pre-pipeline data quality check","prompt":"Before I load this batch of job listing records into the warehouse, can you run a record quality audit and deduplication check on these 150 rows and also give me the numeric distribution for the listing_count field?"},{"title":"Duplicate listing investigation","prompt":"I suspect some of our job board data has duplicate entries — can you run exact row deduplication and a quality audit on these company group records across dates, and show me the distribution of duplicate_listings values?"},{"title":"Weekly listing inventory profiling","prompt":"Every Monday I need a profile of our listing inventory data — run the quality audit, deduplication, and numeric distribution on the listing_count field for these 80 rows grouped by company and date."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit highlighting nulls, malformed values, and completeness per field; (2) an exact row deduplication report identifying and flagging identical rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram) for the selected numeric field (listing_count or duplicate_listings). All computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Rows missing required fields (row_id, date, listing_count, duplicate_listings) cause schema rejection","Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure","Numeric values outside the allowed range cause input rejection","Empty rows array returns a minItems constraint error","Invalid field selector value (not listing_count or duplicate_listings) causes enum validation failure"],"whenToPreferThis":"Choose this endpoint when you need three co-located analytical reports — quality audit, deduplication, and numeric distribution — on a small-to-medium job listing dataset (up to 200 rows) in a single low-cost call ($0.01 USDC). Prefer it over general-purpose analytics when you specifically have job listing inventory data with listing_count and duplicate_listings fields and want all three reports bundled without making separate API calls or setting up a local pipeline.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T06:58:30.024Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-1b41b91a"}