{"uid":"cap_ki-53TJARlrkXVsbwx3jv","slug":"job-listing-inventories-data-quality-suite-94c3795a","name":"Job Listing Inventories Data Quality Suite","description":"Job listing inventories — Record quality audit + Exact row deduplication + Numeric interval filter: Record quality audit + Exact row deduplication + 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-13-214?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_X2-jnYIAipwA9cl6l6-wb","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 record quality, deduplicates exact rows, and filters by numeric interval for job listing inventory datasets (listing_count, duplicate_listings) — three independent analytical reports in one call.","exampleAgentPrompt":"Can you audit the quality of my job listing inventory data, remove exact duplicate rows, and filter records where listing_count is between 5 and 50? Here are up to 200 rows with fields: row_id, company_group, date, listing_count, and duplicate_listings.","exampleUseCases":[{"title":"Pre-analysis data cleaning for HR team","prompt":"I have a dataset of job listing inventory records from our recruiting system — can you run a full quality audit, deduplicate any identical rows, and filter down to records where listing_count is between 10 and 200? The rows have row_id, company_group, date, listing_count, and duplicate_listings fields."},{"title":"Detecting inflated duplicate listing counts","prompt":"Can you filter my job listing inventory rows to only show entries where duplicate_listings is between 5 and 100, and also give me the deduplication and quality audit reports at the same time? I want to catch any companies artificially inflating their listing counts."},{"title":"Monthly inventory validation before reporting","prompt":"Before I send this month's job listing inventory report, can you audit the record quality, flag any exact duplicate rows, and filter listings where listing_count falls between 0 and 500 so I can review the valid subset?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging missing, null, or malformed fields across the submitted rows; (2) an exact row deduplication report identifying and grouping identical records; (3) a numeric interval filter report returning only rows where the selected numeric field (listing_count or duplicate_listings) falls within the specified minimum and maximum bounds. Results cover up to 200 input rows processed entirely locally with no external data lookups.","failureModes":["Empty rows array returns validation error","More than 200 rows submitted exceeds the row limit","Invalid date format (not YYYY-MM-DD) causes row rejection","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes schema validation failure","minimum greater than maximum causes an empty or error result for the interval filter","Payment of 0.01 USDC not included causes 402 rejection"],"whenToPreferThis":"Choose this endpoint when you need three data quality operations — quality auditing, exact deduplication, and numeric range filtering — applied simultaneously to a batch of up to 200 job listing inventory rows without any external API calls, predictions, or live data lookups. It is cost-effective at $0.01 USDC for all three reports in a single call, making it ideal for lightweight local analytical pipelines or pre-reporting data validation workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:04.631Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-data-quality-suite-94c3795a"}