{"uid":"cap_iGGN50i9X1aFOduun9Nr5","slug":"job-listing-inventories-numeric-distribution-category-frequencies-c4fa73fe","name":"Job Listing Inventories — Numeric Distribution & Category Frequencies","description":"Job listing inventories — Numeric distribution + Category frequencies: Numeric distribution + Category frequencies 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-13-072?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_n8bt0FAhdSFqJ83CP6NQo","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 category frequency reports for job listing inventory data (listing_count, duplicate_listings) across up to 200 supplied rows.","exampleAgentPrompt":"Can you analyze the distribution of listing_count and category frequencies for my job listing inventory data? I have 4 rows: row-1 on 2026-10-01 for group-a with 10 listings and 1 duplicate, row-2 on 2026-10-02 for group-b with 20 listings and 2 duplicates, row-3 on 2026-10-03 for group-a with 15 listings and 3 duplicates, and row-4 on 2026-10-04 for group-b with 30 listings and 4 duplicates — run the numeric distribution report on listing_count.","exampleUseCases":[{"title":"Auditing duplicate listings across recruiters","prompt":"I have 50 rows of job listing records by company group and date — can you run the numeric distribution and category frequency reports on duplicate_listings so I can see which groups have the most duplication issues?"},{"title":"Weekly inventory summary for job board","prompt":"Here's my job board inventory data for last week across 8 company groups, up to 150 rows — please compute the numeric distribution and category frequencies for listing_count so I can understand the spread and which groups dominate."},{"title":"QA check on listing count anomalies","prompt":"Can you analyze this dataset of 30 job listing inventory rows and give me both a numeric distribution and category frequency breakdown for listing_count? I want to spot any outliers or skewed groups before I send the report upstream."}],"resultDescription":"Two independent analytical reports: (1) a numeric distribution report showing statistical spread (e.g. min, max, mean, percentiles) for the selected numeric field (listing_count or duplicate_listings), and (2) a category frequency report showing how often each company_group value appears across the supplied rows. Both reports are computed locally against the submitted data with no external lookups.","failureModes":["Fewer than 1 row submitted — minItems:1 validation error","More than 200 rows submitted — maxItems:200 limit exceeded","Invalid date format (not YYYY-MM-DD) — pattern validation failure","row_id missing or empty — minLength:1 validation error","field value not in enum [listing_count, duplicate_listings] — enum validation error","Null values in numeric fields may reduce distribution accuracy"],"whenToPreferThis":"Choose this endpoint when you have job listing inventory data (with listing_count and duplicate_listings fields) and need both a numeric distribution summary and category frequency breakdown in a single call. It is ideal for offline/batch analytical use where no live data lookup or prediction is needed, and when your dataset fits within 200 rows. It is cost-effective 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":"2026-10-19T06:45:44.922Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-numeric-distribution-category-frequencies-c4fa73fe"}