{"uid":"cap_mX1XCdX9GiAc5n-PqZnrr","slug":"job-listing-inventories-exact-row-deduplication-secondary-measure-977a1a35","name":"Job Listing Inventories — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Job listing inventories — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + 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-13-051?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_mQer-czVQVY2THsmOdRO5","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":"Deduplicates exact rows and computes a secondary-measure weighted mean for up to 200 job listing inventory records, returning 2 analytical reports.","exampleAgentPrompt":"Can you deduplicate these job listing inventory rows and compute a weighted mean of listing_count across company groups? I have 4 rows: row-1 for group-a on 2026-10-01 with listing_count 10 and duplicate_listings 1, row-2 for group-b on 2026-10-02 with listing_count 20 and duplicate_listings 2, row-3 for group-a on 2026-10-03 with listing_count 15 and duplicate_listings 3, row-4 for group-b on 2026-10-04 with listing_count 30 and duplicate_listings 4.","exampleUseCases":[{"title":"Clean recruiter job listing export","prompt":"I exported job listing counts from our ATS by company group and date, but there are likely duplicate rows. Can you deduplicate the records exactly and give me a weighted mean of listing_count using duplicate_listings as the weight? Here are my rows: row-1, group-a, 2026-10-01, listing_count 10, duplicate_listings 1 and row-2, group-b, 2026-10-02, listing_count 20, duplicate_listings 2."},{"title":"Compare duplicate listing rates across groups","prompt":"I want to understand duplicate listing rates across our company groups. Run exact row deduplication and compute the weighted mean of duplicate_listings for these inventory records: row-1, group-a, 2026-10-01, listing_count 10, duplicate_listings 1; row-2, group-b, 2026-10-02, listing_count 20, duplicate_listings 2; row-3, group-a, 2026-10-03, listing_count 15, duplicate_listings 3."},{"title":"Audit job board inventory for data quality","prompt":"Before I send this job listing inventory report to leadership, can you run an exact deduplication pass and produce a weighted mean of listing_count weighted by duplicate_listings? My dataset has rows: row-1, group-a, 2026-10-01, listing_count 50, duplicate_listings 5; row-2, group-b, 2026-10-02, listing_count 80, duplicate_listings 8; row-3, group-a, 2026-10-03, listing_count 60, duplicate_listings 6; row-4, group-b, 2026-10-04, listing_count 100, duplicate_listings 10."}],"resultDescription":"Returns 2 analytical reports: (1) a deduplicated set of rows with exact duplicate rows removed, and (2) a secondary-measure weighted mean of the selected field (listing_count or duplicate_listings) computed across the supplied records, using local analytical engines with no external data lookups.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) — row rejected or error returned","Invalid date format (not YYYY-MM-DD) — validation error","Null values in both listing_count and duplicate_listings — weighted mean may be undefined or skipped","Field enum value not 'listing_count' or 'duplicate_listings' — validation error"],"whenToPreferThis":"Choose this endpoint when you have structured job listing inventory data (up to 200 rows) and need both exact row deduplication and a weighted mean of a numeric measure (listing_count or duplicate_listings) in a single low-cost call. It is ideal for data quality checks on ATS exports, recruiter dashboards, or job board aggregations where duplicate listings skew inventory counts. Prefer it over general-purpose analytics tools when you need two reports in one call at a fixed $0.01 cost with no external data dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:50.595Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-secondary-measure-977a1a35"}