{"uid":"cap_UkyGFHgTBKYrTzlk-RxS9","slug":"job-listing-inventories-adjacent-row-changes-iqr-outlier-flags-015c11c9","name":"Job Listing Inventories — Adjacent Row Changes + IQR Outlier Flags","description":"Job listing inventories — Adjacent row changes + IQR outlier flags: Adjacent row changes + 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-13-157?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_aHg2N32dkgkMcI2uWt14I","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 adjacent row-to-row changes and IQR-based outlier flags for job listing inventory metrics (listing_count, duplicate_listings) across up to 200 supplied rows, returning two analytical reports.","exampleAgentPrompt":"Analyze my job listing inventory data for adjacent row changes and IQR outlier flags — here are my rows with dates, company groups, listing_count, and duplicate_listings values; flag anything that looks anomalous in the listing_count field across up to 50 records.","exampleUseCases":[{"title":"Spike detection in daily listing counts","prompt":"I have 90 days of daily job listing counts by company group. Can you run adjacent row change analysis and IQR outlier flagging on the listing_count field so I can see which days had unusual jumps or drops?"},{"title":"Duplicate listing anomaly review","prompt":"Here's a dataset of job board inventory records — I need to check the duplicate_listings column for outliers using IQR and see how values shift between consecutive rows. Can you generate both reports?"},{"title":"Multi-group inventory quality check","prompt":"I've got job listing inventory records across several company groups and I want to spot any abnormal sequential changes or statistical outliers in listing_count. Run the adjacent row change and IQR outlier analysis on these 150 rows please."}],"resultDescription":"Two analytical reports per call: (1) adjacent row-to-row change values for the selected metric field across the supplied rows, and (2) IQR-based outlier flags identifying which rows fall outside the interquartile range bounds — all computed locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request exceeds maxItems limit","Missing required fields (row_id, date, company_group) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers pattern mismatch","Numeric values outside ±1 trillion bounds rejected","Empty rows array returns error due to minItems:1 constraint","Unsupported field enum value other than listing_count or duplicate_listings"],"whenToPreferThis":"Choose this endpoint when you need fast, offline statistical analysis of job listing inventory time series — specifically sequential (adjacent row) delta computation and IQR-based anomaly flagging — without any external data enrichment, live lookup, or prediction. Ideal for batch quality checks on up to 200 records at $0.01 USDC for two reports simultaneously.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:06.058Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-adjacent-row-changes-iqr-outlier-flags-015c11c9"}