{"uid":"cap_Tn3FXYsjuUx9qIxpZZrkc","slug":"job-listing-inventories-iqr-outlier-flags-date-by-category-pivot-3d9267f5","name":"Job Listing Inventories — IQR Outlier Flags + Date by Category Pivot","description":"Job listing inventories — IQR outlier flags + Date by category pivot: IQR outlier flags + Date by category pivot 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-13-178?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_fHq2rHyyS2pdtIxX2UqbH","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 IQR-based outlier flags and a date-by-category pivot table for up to 200 rows.","exampleAgentPrompt":"Can you run IQR outlier detection and a date-by-category pivot on my job listing inventory data? I have rows with listing_count and duplicate_listings fields per company group and date — here are up to 200 records, and I want to flag anomalies and see a pivot on listing_count.","exampleUseCases":[{"title":"Flagging unusual listing volumes by company","prompt":"I have a spreadsheet of job listing counts and duplicate listing counts by company group across the past few months — can you flag any rows that look like statistical outliers using IQR, and give me a pivot showing listing_count by date and company group?"},{"title":"Data quality check before reporting","prompt":"Before I send this job listing inventory report, can you run it through IQR outlier detection on the duplicate_listings field and also produce a date-by-category pivot so I can spot any weird spikes or data entry errors across our company groups?"},{"title":"Monitoring recruitment platform anomalies","prompt":"We're seeing some strange patterns in our job board inventory numbers — can you analyze these records by company group and date, flag any listing_count values that fall outside the IQR range, and pivot the data by date and group so I can see what's off?"}],"resultDescription":"Returns two reports: (1) IQR outlier flags indicating which rows contain statistically anomalous values for the selected field (listing_count or duplicate_listings), and (2) a date-by-category pivot table aggregating the selected field across company groups and dates. Results are computed locally from supplied data only, with no external lookups.","failureModes":["Fewer than 1 row supplied — minimum row count not met","More than 200 rows submitted — exceeds maximum batch size","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) on any row","Date field does not match YYYY-MM-DD format — rejected by pattern validation","Numeric fields outside allowed range (±1,000,000,000,000)","Invalid field enum value — must be 'listing_count' or 'duplicate_listings'"],"whenToPreferThis":"Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) and need both IQR-based statistical outlier detection and a date-by-category pivot in a single low-cost call. Prefer it over general-purpose analytics tools when the data is already structured with company_group, date, listing_count, and duplicate_listings fields and you want deterministic, reproducible statistical analysis without any live data fetching or external dependencies.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:40.866Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-iqr-outlier-flags-date-by-category-pivot-3d9267f5"}