{"uid":"cap_wGRgXTtqllZPD0mUOsTrx","slug":"job-listing-inventories-numeric-distribution-iqr-outlier-flags-cf379b66","name":"Job Listing Inventories — Numeric Distribution + IQR Outlier Flags","description":"Job listing inventories — Numeric distribution + IQR outlier flags: Numeric distribution + 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-13-080?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_rgyU71jctKdr3_fUuG9fY","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":"Computes numeric distribution statistics and IQR-based outlier flags for job listing inventory fields (listing_count or duplicate_listings) across up to 200 supplied rows, producing two independent analytical reports.","exampleAgentPrompt":"Can you analyze the numeric distribution and flag IQR outliers for the listing_count field in my job listing inventory data? Here are my rows: [{\"row_id\":\"r1\",\"company_group\":\"group-a\",\"date\":\"2026-10-01\",\"listing_count\":10,\"duplicate_listings\":1},{\"row_id\":\"r2\",\"company_group\":\"group-b\",\"date\":\"2026-10-02\",\"listing_count\":200,\"duplicate_listings\":2}]","exampleUseCases":[{"title":"Detect outlier listing counts by company","prompt":"I have 150 rows of job listing inventory records across multiple company groups — can you run numeric distribution analysis and IQR outlier detection on the listing_count field so I can see which companies have abnormally high or low counts?"},{"title":"Audit duplicate listings for anomalies","prompt":"Please analyze the numeric distribution and flag any IQR outliers in the duplicate_listings field from my job board inventory dataset — I want to identify which dates or groups have suspiciously high duplication."},{"title":"Statistical summary for recruitment reporting","prompt":"Can you give me a full numeric distribution report with IQR outlier flags for the listing_count field across these job inventory records for Q4 2026? I'll paste up to 200 rows of company group data."}],"resultDescription":"Returns two independent analytical reports: (1) a numeric distribution summary (e.g. min, max, mean, median, quartiles, std dev) for the selected field across all supplied rows, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range boundaries — all computed locally on the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — exceeds maxItems limit, request rejected","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — validation error","Invalid date format (not YYYY-MM-DD pattern) — schema validation failure","Field selector not one of 'listing_count' or 'duplicate_listings' — enum validation error","All values null for the selected field — distribution computation may be undefined or empty","Payment not included or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you have a batch of job listing inventory records (up to 200 rows) and need both a numeric distribution summary and IQR-based outlier detection in a single call for either listing_count or duplicate_listings. Prefer it over general-purpose analytics tools when working specifically with job board or recruitment inventory data structured around company groups and dates. It is a stateless, offline computation with no external data dependencies, making it reliable and deterministic for audit and QA workflows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:22.183Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-numeric-distribution-iqr-outlier-flags-cf379b66"}