{"uid":"cap_MOH_CjwtOcL2cu6I4WIju","slug":"job-listing-inventories-record-quality-audit-secondary-measure-a2d135a7","name":"Job Listing Inventories — Record Quality Audit + Secondary-Measure Weighted Mean","description":"Job listing inventories — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied job listing inventories records (listing_count, duplicate_listings). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-13-016?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_UULVeBTnuNkmHxoC0dwA9","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":"Performs a record quality audit and secondary-measure weighted mean computation on supplied job listing inventory data (listing_count, duplicate_listings) for up to 200 rows.","exampleAgentPrompt":"Can you audit these job listing inventory records for data quality issues and also compute a weighted mean on listing_count? I have up to 50 rows with fields like row_id, company_group, date, listing_count, and duplicate_listings.","exampleUseCases":[{"title":"Recruiting data quality audit","prompt":"I have a batch of job listing records from our ATS — can you run a record quality audit on them and flag any issues with the listing_count and duplicate_listings fields? There are about 80 rows with company_group and date columns."},{"title":"Weighted mean for listing counts","prompt":"For this set of job listing inventory data across our company groups, can you compute the weighted mean of the listing_count field? I have around 120 rows with row_id, date, company_group, listing_count, and duplicate_listings."},{"title":"Duplicate listings analysis by company group","prompt":"Can you analyze my job listing inventory data for record quality and calculate a weighted mean on duplicate_listings? I've got about 40 rows across two company groups with dates ranging from last quarter."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, and data integrity problems across the supplied rows, and (2) a weighted mean computation for the selected secondary measure (listing_count or duplicate_listings), both generated using local analytical engines without external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) — validation error","Invalid date format (must match YYYY-MM-DD pattern) — schema validation failure","Invalid field enum value (must be 'listing_count' or 'duplicate_listings') — error response","All numeric values are null — weighted mean computation may be undefined or return an error"],"whenToPreferThis":"Choose this endpoint when you need both a record quality audit and a weighted mean computation on job listing inventory data in a single call. It is ideal for offline or batch analytical workflows where no live data lookup, external enrichment, or prediction is needed — just local statistical analysis on data you already have. Best suited for datasets of up to 200 rows with company_group segmentation and date-based records.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:14.202Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-secondary-measure-a2d135a7"}