{"uid":"cap_twnRSjVzvzUWf3euCDo9k","slug":"job-listing-inventories-quality-audit-deduplication-daily-sum-series-b109777b","name":"Job Listing Inventories — Quality Audit, Deduplication & Daily Sum Series","description":"Job listing inventories — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum 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-13-215?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_8be5UhLXaw-JkKmCCenZ7","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 supplied job listing inventory data: record quality audit, exact row deduplication, and daily sum time series for listing_count or duplicate_listings.","exampleAgentPrompt":"Can you run a quality audit, exact deduplication check, and daily sum series on my job listing inventory data? I have rows with listing_count and duplicate_listings by company group and date — here are up to 200 rows, and I want the daily sum series to focus on listing_count.","exampleUseCases":[{"title":"Auditing messy job board inventory exports","prompt":"I've got a CSV export of our job listing inventory — company groups, dates, listing counts, and duplicate listing numbers. Can you run a quality audit and exact deduplication check on these rows to find any bad records or exact duplicates before I load them into our database? Use listing_count as the primary field."},{"title":"Daily trend analysis for recruitment platform","prompt":"Can you compute a daily sum series for listing_count from these job listing inventory records across our company groups? I want to see how total listings added up each day and also get a quality audit on the data to catch any nulls or anomalies. Here are 150 rows covering the past quarter."},{"title":"Deduplication QA before executive reporting","prompt":"Before I send our weekly job listing report to the exec team, can you run exact row deduplication and a record quality audit on this dataset of about 80 rows? The fields are row_id, company_group, date, listing_count, and duplicate_listings — I need to make sure there are no duplicate entries or quality issues."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values; (2) an exact row deduplication report identifying duplicate rows; and (3) a daily sum time series aggregating the selected numeric field (listing_count or duplicate_listings) by date. All computed locally on supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns an error — batching required for larger datasets","Missing required fields (row_id, date, listing_count, duplicate_listings) causes validation failure","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 range rejected","Empty rows array returns an error","Payment of 0.01 USDC must be included via x402 protocol or call is rejected"],"whenToPreferThis":"Choose this endpoint when you need offline, supply-side data quality checks on job listing inventory records — specifically when you want all three reports (quality audit + deduplication + daily sum series) in a single $0.01 call. Ideal for pre-ingestion validation pipelines, weekly QA checks before reporting, or investigating data anomalies in listing count or duplicate listing fields. Not suitable for real-time lookups, external data enrichment, or datasets exceeding 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T12:43:20.426Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-quality-audit-deduplication-daily-sum-series-b109777b"}