{"uid":"cap_bvMJ3l63PUJHpF7PEv6L7","slug":"job-listing-inventories-record-quality-audit-grouped-numeric-summary-30fd2cfd","name":"Job Listing Inventories — Record Quality Audit & Grouped Numeric Summary","description":"Job listing inventories — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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-13-005?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_cOxu9xTcLUMIs77_As0d3","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":"Runs two local analytical reports on job listing inventory data: a record quality audit and a grouped numeric summary, for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and a grouped numeric summary on my job listing inventory data? I have rows with company_group, date, listing_count, and duplicate_listings fields — I want both reports based on the listing_count field.","exampleUseCases":[{"title":"Auditing job board data quality","prompt":"I have a batch of 150 job listing inventory records from our job board with company_group, date, listing_count, and duplicate_listings — can you run a record quality audit and a grouped numeric summary on them using the listing_count field so I can spot bad data?"},{"title":"Summarizing duplicate listings by company","prompt":"Can you analyze my job listing inventory dataset — about 80 rows with company groups and dates — and give me a grouped numeric summary of duplicate_listings broken down by company_group, plus flag any quality issues in the records?"},{"title":"Monthly listing inventory review","prompt":"I need to review our monthly job listing inventory. Here are 200 rows with listing_count and duplicate_listings per company_group and date — please run both a quality audit and a grouped summary report on the listing_count field."}],"resultDescription":"Returns two analytical reports: (1) a record quality audit identifying issues such as missing values, malformed fields, or anomalies per row, and (2) a grouped numeric summary aggregating the selected numeric field (listing_count or duplicate_listings) by company_group. All computation is local with no external lookups.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause row-level errors","Invalid date format (non YYYY-MM-DD) triggers validation failure","Null or out-of-range numeric values may appear as flagged in quality audit","Payment not included or insufficient USDC causes 402 rejection"],"whenToPreferThis":"Choose this endpoint when you need a quick, low-cost ($0.01 USDC) dual-report analysis on job listing inventory data — specifically a record quality audit paired with a grouped numeric summary — without requiring live data lookups, predictions, or external integrations. Ideal for batch validation of up to 200 rows of job listing records by company group and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:23.393Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-record-quality-audit-grouped-numeric-summary-30fd2cfd"}