{"uid":"cap_g3qTHmFFyUsuMxqnzZIxw","slug":"job-listing-inventories-exact-row-deduplication-trailing-mean-series-0ff7144d","name":"Job Listing Inventories — Exact Row Deduplication + Trailing Mean Series","description":"Job listing inventories — Exact row deduplication + Trailing mean series: Exact row deduplication + Trailing mean series 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-13-045?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_St_NRc2BeiGh3S_9Swfvo","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 exact row deduplication and trailing mean series analysis on supplied job listing inventory records (listing_count, duplicate_listings) for up to 200 rows.","exampleAgentPrompt":"Deduplicate these job listing inventory rows and compute a trailing mean series with a window of 3 for the listing_count field — 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, and row-4 for group-b on 2026-10-04 with listing_count 30 and duplicate_listings 4.","exampleUseCases":[{"title":"Removing duplicate job postings over time","prompt":"I have a weekly snapshot of job listing counts across two company groups with some duplicate rows — can you deduplicate them exactly and also give me a trailing mean with window 4 for listing_count? Groups are alpha and beta, dates from 2026-09-01 to 2026-09-28, listing_counts ranging 100-400 and duplicate_listings 5-40."},{"title":"Smoothing duplicate listing counts for reporting","prompt":"Run a trailing mean series with window 5 on the duplicate_listings field for my job inventory data — I have 20 rows across company groups 'enterprise' and 'SMB' from 2026-08-01 to 2026-08-20, and also deduplicate the rows exactly while you're at it."},{"title":"Auditing job board inventory by company group","prompt":"Can you take my job listing inventory records for company groups 'north-region' and 'south-region' across October 2026 — 60 rows total — deduplicate any exact duplicates and compute a trailing mean with window 7 for listing_count so I can see a smoothed trend?"}],"resultDescription":"Returns two analytical reports for the supplied job listing inventory data: (1) an exact row deduplication report identifying and removing fully identical rows, and (2) a trailing mean series computed over the specified window size for either the listing_count or duplicate_listings field — all processed locally without any external lookups.","failureModes":["Fewer than 1 row submitted — minItems validation error","More than 200 rows submitted — maxItems exceeded error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — schema validation error","Window size less than 2 or greater than 200 — integer bounds error","Invalid field enum value (not listing_count or duplicate_listings) — enum validation error"],"whenToPreferThis":"Choose this endpoint when you need to simultaneously clean job listing inventory data via exact deduplication AND compute a rolling/trailing mean series on listing counts or duplicate listings — all in a single $0.01 call processing up to 200 rows locally with no external data dependencies. Ideal for lightweight analytical pipelines that need both data quality and smoothing in one pass.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:48.471Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-trailing-mean-series-0ff7144d"}