{"uid":"cap_C8dYIB-jNIstRsPRSBB6U","slug":"job-listing-inventories-record-quality-audit-string-normalisation-d35cd192","name":"Job Listing Inventories — Record Quality Audit, String Normalisation & Trailing Mean Series","description":"Job listing inventories — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + 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-13-199?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_sLM7dDd97bxmuTP7-PP_K","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 analytical reports on job listing inventory data: record quality audit, string normalisation, and trailing mean series computation, for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and trailing mean series (window size 7) on my job listing inventory data — I have rows with listing_count and duplicate_listings fields for company groups across the last month?","exampleUseCases":[{"title":"Weekly data quality check on job listings","prompt":"Audit the quality of these 50 job listing inventory records for our company groups — check for bad strings and compute a trailing mean with window 4 on listing_count so I can spot trends."},{"title":"Duplicate listings trend analysis","prompt":"Run a trailing mean series with a window of 5 on the duplicate_listings field for these 120 rows of job inventory data, and also give me the record quality and string normalisation reports."},{"title":"Pre-pipeline data cleaning for HR dashboard","prompt":"Before I load this job listing inventory data into our dashboard, can you run a record quality audit and string normalisation on these 80 rows, plus a trailing mean on listing_count with window size 3?"}],"resultDescription":"Three independent analytical reports: (1) a record quality audit flagging data issues in the supplied rows, (2) a string normalisation report cleaning text fields, and (3) a trailing mean series for the selected numeric field (listing_count or duplicate_listings) computed over the specified window size — all based solely on the submitted data with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncation","Missing required fields (row_id, date, listing_count, duplicate_listings) causes validation failure","Invalid date format (non YYYY-MM-DD) triggers schema rejection","Window size outside 2–200 range is rejected","Null-only numeric fields may produce empty trailing mean series","Payment not included or insufficient USDC causes request rejection"],"whenToPreferThis":"Choose this endpoint when you need a bundled, low-cost ($0.01 USDC) set of three analytical passes — quality audit, string normalisation, and trailing mean — applied to job listing inventory data in a single call. It is ideal for small-to-medium datasets (up to 200 rows) where you want offline/local analysis without external lookups or predictions. Prefer alternatives if you need real-time data fetching, ML-based forecasting, or datasets larger than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:44:56.855Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-string-normalisation-d35cd192"}