{"uid":"cap_P030x306VzO3BnnWWYuax","slug":"job-listing-inventories-duplicate-key-report-iqr-outlier-flags-3d06a858","name":"Job Listing Inventories — Duplicate Key Report + IQR Outlier Flags","description":"Job listing inventories — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags 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-13-065?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_6pvxCHyCTBBxhUuC8y5RM","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":"Analyzes supplied job listing inventory records to produce a duplicate key report and IQR-based outlier flags for listing_count or duplicate_listings fields, across up to 200 rows.","exampleAgentPrompt":"Check my job listing inventory records for duplicate keys and flag any IQR outliers in the listing_count field — I have rows with row_id, company_group, date, listing_count, and duplicate_listings for up to 50 entries across group-a and group-b.","exampleUseCases":[{"title":"Audit recruiter platform listing data","prompt":"I've got a batch of job listing inventory records from our recruiter platform — can you run a duplicate key report and flag any IQR outliers in the listing_count field? Here are up to 80 rows with row_id, company_group, date, listing_count, and duplicate_listings."},{"title":"Spot anomalous duplicate listings by group","prompt":"Can you analyze these 120 job listing inventory rows and flag any statistical outliers in the duplicate_listings field using IQR, and also tell me if there are any duplicate keys across the records?"},{"title":"Pre-pipeline data quality check","prompt":"Before I load these job listing inventory records into our data warehouse, can you run a duplicate key check and IQR outlier detection on the listing_count column? I have about 150 rows with company_group and date fields included."}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated key combinations, and (2) IQR-based outlier flags marking records whose selected numeric field (listing_count or duplicate_listings) falls outside the interquartile range bounds. No external lookups or predictions are made — all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row supplied — minimum row count not met","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, company_group, date, listing_count, or duplicate_listings) in any row","Invalid date format not matching YYYY-MM-DD pattern","Invalid field selector value (must be 'listing_count' or 'duplicate_listings')","All values null in selected numeric field — IQR cannot be computed","Payment of 0.01 USDC not processed — request rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 job listing inventory records and need both a duplicate key audit and IQR-based outlier detection in a single low-cost call. It is ideal for pre-ingestion data quality checks on job listing datasets with listing_count or duplicate_listings metrics, particularly when no live data lookup, prediction, or external enrichment is needed — only local analytical computation on supplied rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:13.130Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-duplicate-key-report-iqr-outlier-flags-3d06a858"}