{"uid":"cap_P_lANzqM1tsbwPq4aDPa6","slug":"job-listing-inventories-iqr-outlier-flags-secondary-measure-weighted-c8aefe44","name":"Job Listing Inventories — IQR Outlier Flags + Secondary-Measure Weighted Mean","description":"Job listing inventories — IQR outlier flags + Secondary-measure weighted mean: IQR outlier flags + Secondary-measure weighted mean 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-13-177?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_D_KCPUTspsBbjWJAUshZz","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 IQR-based outlier detection and secondary-measure weighted mean analysis on job listing inventory data (listing_count, duplicate_listings) for up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you run IQR outlier flagging and a weighted mean report on my job listing inventory data — I've got rows with listing_count and duplicate_listings across company groups over the past week, up to 50 rows, and I want to analyze listing_count specifically?","exampleUseCases":[{"title":"Spot unusual listing surges by company","prompt":"I have daily job listing counts and duplicate listing numbers for about 30 company groups over the last month — can you flag any IQR outliers and give me a weighted mean for listing_count so I know which companies are posting abnormally?"},{"title":"Audit duplicate listings in recruitment data","prompt":"Flag any statistical outliers in our duplicate_listings field and compute a weighted mean across these company groups — here are 80 rows of job inventory data from Q3."},{"title":"Weekly job board inventory QA","prompt":"Every Monday I want to check our job board inventory for the prior week — can you run IQR outlier detection and a secondary-measure weighted mean on my listing_count data across all company groups for those 7 days?"}],"resultDescription":"Returns two analytical reports: (1) IQR outlier flags indicating which rows fall outside the interquartile range for the selected field, and (2) a secondary-measure weighted mean computed across the supplied job listing inventory records. Both reports are derived purely from the submitted data with no external lookups.","failureModes":["Fewer than 1 row submitted — minimum row count not met","More than 200 rows submitted — exceeds maximum row limit","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — schema validation error","Invalid date format (not YYYY-MM-DD) — pattern validation failure","Non-numeric values in listing_count or duplicate_listings where number expected — type error","Payment not included or insufficient — x402 payment required","Field enum value not 'listing_count' or 'duplicate_listings' — invalid field selection"],"whenToPreferThis":"Choose this endpoint when you need fast, local statistical analysis of job listing inventory records — specifically IQR-based outlier detection combined with a weighted mean — without sending data to an external intelligence service. Ideal for data quality checks, recruitment analytics QA, or periodic audits of job board inventory at a low fixed cost ($0.01 USDC for both reports on up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:00.293Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-iqr-outlier-flags-secondary-measure-weighted-c8aefe44"}