{"uid":"cap_VEETtleOoyJZ7kjoUd1Vt","slug":"job-listing-inventories-grouped-numeric-summary-explicit-missing-ffaf0040","name":"Job Listing Inventories — Grouped Numeric Summary + Explicit Missing-Value Fill","description":"Job listing inventories — Grouped numeric summary + Explicit missing-value fill: Grouped numeric summary + Explicit missing-value fill 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-13-099?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_hQGw4MluEoSGQ7Mkol93S","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 summaries and fills missing values (zero/mean/median) for job listing inventory data (listing_count, duplicate_listings) across up to 200 rows, producing 2 analytical reports.","exampleAgentPrompt":"Can you summarize my job listing inventory data grouped by company, and fill in any missing listing_count values using median imputation? Here are up to 200 rows with fields: row_id, company_group, date, listing_count, and duplicate_listings.","exampleUseCases":[{"title":"Monthly listing audit by company group","prompt":"I have 150 rows of job listing inventory data across several company groups for October 2026. Can you group them by company and give me a numeric summary of listing_count, filling any nulls with the median?"},{"title":"Duplicate listing analysis with zero-fill","prompt":"Here's my job listing dataset with duplicate_listings counts — some values are missing. Can you group it by company_group, summarize the duplicate_listings column, and fill the missing values with zero?"},{"title":"Multi-company inventory comparison report","prompt":"I want to compare listing inventories across our company groups. Can you generate grouped numeric summaries for both listing_count and duplicate_listings from these 80 rows, using mean to fill any gaps?"}],"resultDescription":"Returns 2 analytical reports: (1) a grouped numeric summary of the specified field aggregated by company_group, and (2) the dataset with missing values in the chosen field explicitly filled using the selected method (zero, mean, or median). Results are derived entirely from the supplied rows — no external data is fetched.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, company_group, date) causes row rejection","Invalid date format (not YYYY-MM-DD) fails schema validation","Numeric values outside ±1,000,000,000,000 are rejected","Invalid enum values for 'field' or 'method' return a schema error","Empty rows array is rejected (minItems: 1)"],"whenToPreferThis":"Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) that needs grouped aggregation by company and missing-value imputation — without any need for external lookups, live data, or predictions. It is ideal for lightweight batch analytical reporting on listing_count or duplicate_listings within a local, offline analytical pipeline, and is cost-effective at $0.01 per call covering 2 reports.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:44:43.021Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-grouped-numeric-summary-explicit-missing-ffaf0040"}