{"uid":"cap_wX8kTLzljbM03qd8YoUhk","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-018842d5","name":"Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Equal-Width Histogram","description":"Job listing inventories — Record quality audit + Exact row deduplication + Equal-width histogram: Record quality audit + Exact row deduplication + Equal-width histogram 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-13-219?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_SAUfsKGpltQbUGMIkaSLT","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 job listing inventory data: a record quality audit, exact row deduplication check, and equal-width histogram for up to 200 rows.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication check, and a 10-bin equal-width histogram on my job listing inventory data? Here are my rows: [{\"row_id\":\"r1\",\"company_group\":\"Acme\",\"date\":\"2024-01-15\",\"listing_count\":120,\"duplicate_listings\":5},{\"row_id\":\"r2\",\"company_group\":\"Globex\",\"date\":\"2024-01-16\",\"listing_count\":340,\"duplicate_listings\":12}] — run the histogram on the listing_count field.","exampleUseCases":[{"title":"Pre-import data quality check","prompt":"Before I load this batch of job listing records into our database, can you run a quality audit and deduplication check on these 50 rows — I want to know if there are missing values, bad dates, or exact duplicates across company_group and listing_count?"},{"title":"Histogram of duplicate listing distribution","prompt":"I have 150 job listing inventory rows with duplicate_listings counts and I want to see how they're distributed — can you build an equal-width histogram with 8 bins on the duplicate_listings field for me?"},{"title":"Monthly inventory reconciliation audit","prompt":"Run all three reports — quality audit, exact row deduplication, and a 5-bin histogram on listing_count — on this month's job inventory data for our 4 company groups so I can spot any data problems before the monthly report."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in listing_count and duplicate_listings fields; (2) an exact row deduplication report identifying fully identical rows; and (3) an equal-width histogram with configurable bin count (1–30, default 5) over the selected numeric field (listing_count or duplicate_listings).","failureModes":["Exceeding 200 rows returns a validation error","Invalid date format (not YYYY-MM-DD) causes row rejection","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause schema validation failure","bins value outside 1–30 range returns a parameter error","Empty rows array returns an error","Payment failure (insufficient USDC) prevents processing"],"whenToPreferThis":"Choose this endpoint when you need three bundled local analytical reports — quality audit, deduplication, and histogram — on job listing inventory data (listing_count, duplicate_listings) in a single $0.01 USDC call, with no external lookups or predictions. Prefer this over general-purpose analytics when your dataset is under 200 rows and specifically structured around job listing inventory fields.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:27.186Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-018842d5"}