{"uid":"cap_BNNSqfm48teq9T10yTZnl","slug":"job-listing-inventories-grouped-numeric-summary-iqr-outlier-flags-59e40a00","name":"Job Listing Inventories — Grouped Numeric Summary + IQR Outlier Flags","description":"Job listing inventories — Grouped numeric summary + IQR outlier flags: Grouped numeric summary + 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-13-094?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__LhTtAAPaoykZHA0F1CIs","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 grouped numeric summary statistics and IQR-based outlier flags for job listing inventory data (listing_count, duplicate_listings) across up to 200 rows, producing two analytical reports.","exampleAgentPrompt":"Can you run a grouped numeric summary and IQR outlier analysis on my job listing inventory data? I have listing_count and duplicate_listings for several company groups — here are up to 200 rows, and I want to analyze the listing_count field.","exampleUseCases":[{"title":"Detect duplicate listing spikes by company","prompt":"I have daily job listing records for four company groups over the past quarter — can you summarize duplicate_listings by company_group and flag any IQR outliers so I can see which companies have suspiciously high duplication rates?"},{"title":"Audit listing volume across recruitment partners","prompt":"Here's my job board inventory data with listing_count per company group and date — can you give me a grouped numeric summary and highlight any listing_count values that are statistical outliers based on IQR?"},{"title":"Monitor job platform inventory anomalies","prompt":"I'm tracking listing_count across multiple company groups in my recruitment platform. Can you compute the grouped stats and IQR outlier flags for these 150 rows so I can identify which groups have abnormal inventory levels?"}],"resultDescription":"Two analytical reports per call: (1) a grouped numeric summary (e.g. mean, median, min, max, count) of the selected field (listing_count or duplicate_listings) broken down by company_group, and (2) IQR-based outlier flags identifying which rows contain values outside the interquartile range — all computed locally without external lookups.","failureModes":["Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) causes validation failure","More than 200 rows submitted exceeds the per-call limit","Invalid date format (must match YYYY-MM-DD pattern) causes row rejection","Null values in numeric fields may reduce statistical accuracy","Invalid field enum value (must be 'listing_count' or 'duplicate_listings') causes parameter error","Empty rows array returns error"],"whenToPreferThis":"Choose this endpoint when you have job listing inventory records with listing_count or duplicate_listings metrics and need grouped descriptive statistics plus IQR outlier detection across company groups — all from supplied data without any external lookups or predictions. Best suited for batch analytical tasks on up to 200 rows where cost-efficiency matters ($0.01 USDC for two reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:32.357Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-grouped-numeric-summary-iqr-outlier-flags-59e40a00"}