{"uid":"cap_EhK4IIlsVW7Z1-P3h3VWM","slug":"job-listing-inventories-numeric-interval-filter-iqr-outlier-flags-554b3b3f","name":"Job Listing Inventories — Numeric Interval Filter + IQR Outlier Flags","description":"Job listing inventories — Numeric interval filter + IQR outlier flags: Numeric interval filter + 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-13-130?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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_RWmKezih_rPzoc3pL2CFn","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":"Applies numeric interval filtering and IQR-based outlier detection to job listing inventory records (listing_count, duplicate_listings), producing two analytical reports for up to 200 rows.","exampleAgentPrompt":"Take my job listing inventory data — 4 rows with listing_count and duplicate_listings per company group — and run the numeric interval filter (minimum 0, maximum 100) plus IQR outlier flags on the listing_count field, giving me both reports.","exampleUseCases":[{"title":"Spot duplicate listing spikes by company","prompt":"I have 50 rows of job listing inventory data by company group and date. Run the IQR outlier detection on the duplicate_listings field with a minimum of 0 and maximum of 500 so I can see which companies are spiking abnormally."},{"title":"Filter listing counts within expected range","prompt":"Here are 120 rows of our daily job listing counts across groups. Filter them so I only see rows where listing_count is between 10 and 2000, and flag any IQR outliers in listing_count too — I need both reports."},{"title":"Audit recruitment data quality before reporting","prompt":"Before I publish our weekly recruitment report, run interval filtering (minimum 0, maximum 50000) and IQR outlier flagging on duplicate_listings for these 80 company inventory rows so I can catch any bad data points."}],"resultDescription":"Two independent analytical reports per call: (1) rows from the supplied dataset that fall within the specified numeric interval for the chosen field, and (2) IQR-based outlier flags identifying which rows contain statistically anomalous values in the chosen field. Both reports operate on the same supplied data locally with no external lookups.","failureModes":["Supplying more than 200 rows returns an error or truncation","Missing required fields (row_id, date, listing_count, duplicate_listings) causes validation failure","Invalid date format (not YYYY-MM-DD) causes row rejection","Minimum value greater than maximum value may produce empty interval results","Null numeric values may be excluded from outlier computation","Network or payment failure results in no reports returned"],"whenToPreferThis":"Choose this endpoint when you need fast, self-contained statistical analysis of job listing inventory data — specifically numeric range filtering combined with IQR outlier detection — without any external data lookups or live predictions. It is ideal for data quality audits, pre-report sanity checks, or flagging anomalies in listing_count or duplicate_listings across company groups, especially when you have up to 200 rows and want two distinct analytical views in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:54.242Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-numeric-interval-filter-iqr-outlier-flags-554b3b3f"}