{"uid":"cap_LvwVUOCSsyYoeYgNojAoA","slug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-be4ff43d","name":"Job Listing Inventories — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series","description":"Job listing inventories — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series 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-13-216?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_ofSDmIk-eKAtP9B4dzgDY","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, and a trailing mean time series — all without external lookups or predictions.","exampleAgentPrompt":"Can you run the three-report analysis on my job listing inventory data — quality audit, exact row deduplication, and a trailing mean series with a window of 3 — on listing_count for these rows: group-a on 2026-10-01 had 100 listings and 5 duplicates, group-b on 2026-10-02 had 200 listings and 10 duplicates?","exampleUseCases":[{"title":"Recruiter data quality check","prompt":"I've got a batch of job listing records for my recruiting platform — can you run a quality audit and find any exact duplicate rows in this dataset? Here are the rows: group-a on 2026-10-01 with 150 listings and 3 duplicates, group-a on 2026-10-02 with 150 listings and 3 duplicates, group-b on 2026-10-03 with 80 listings and 1 duplicate. Use listing_count as the field and a window of 2."},{"title":"Weekly listing trend smoothing","prompt":"I want to see a trailing mean series with a window of 4 on duplicate_listings for my company groups over the past month — here's the data: group-a: Oct 1–7 with values 5,6,4,7,5,8,6 duplicates and 200,210,205,215,200,220,210 listings. Run all three reports on it."},{"title":"Multi-group deduplication audit","prompt":"Can you check my job listing inventory dataset for exact duplicate rows and give me a full quality audit? I have about 50 rows across three company groups — alpha, beta, and gamma — with daily listing counts and duplicate counts from September 2026. Use a rolling window of 5 for the trailing mean on listing_count."}],"resultDescription":"Three independent analytical reports returned together: (1) a record quality audit flagging data issues in the supplied rows, (2) an exact row deduplication report identifying identical records, and (3) a trailing mean time series computed over the specified field and window size — all derived from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, date, company_group) causes schema rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Window size larger than the number of supplied rows may yield empty or truncated trailing mean results","Null values in listing_count or duplicate_listings may affect computation accuracy and are flagged in the quality audit"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — quality audit, deduplication, and rolling mean — on job listing inventory data in a single cost-efficient call ($0.01 USDC for all three reports on up to 200 rows). Prefer it over general-purpose analytics tools when your data is specifically structured around listing_count and duplicate_listings fields with company group and date dimensions, and you want a fast, local, offline analysis without any external data enrichment or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:28.060Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-exact-row-deduplication-be4ff43d"}