{"uid":"cap_nWsGbYtzCToupYXc19J4T","slug":"job-listing-inventories-category-frequencies-keyed-dataset-comparison-b0709cfe","name":"Job Listing Inventories — Category Frequencies & Keyed Dataset Comparison","description":"Job listing inventories — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison 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-13-111?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"company_group":{"type":"string","default":"","maxLength":80},"listing_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duplicate_listings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","company_group":"group-a","listing_count":10,"duplicate_listings":1},{"date":"2026-10-02","row_id":"row-2","company_group":"group-b","listing_count":20,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":15,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":30,"duplicate_listings":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","listing_count","duplicate_listings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21,"duplicate_listings":2},{"date":"2026-10-03","row_id":"row-3","company_group":"group-a","listing_count":17,"duplicate_listings":3},{"date":"2026-10-04","row_id":"row-4","company_group":"group-b","listing_count":33,"duplicate_listings":4}],"maxItems":200,"minItems":0}}},"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_N9S6E3gj0pOtc4eTDfcKc","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":"Analyzes up to 200 job listing inventory records to produce two local analytical reports: category frequency distributions and a keyed row-by-row comparison between two supplied datasets.","exampleAgentPrompt":"I have two sets of job listing inventory records — one from last month and one from this month — each with row_id, company_group, date, listing_count, and duplicate_listings fields. Can you run a category frequency analysis on the first dataset and a keyed comparison between both datasets to see what changed?","exampleUseCases":[{"title":"Monthly job listing inventory audit","prompt":"I have two batches of job listing records for October and November 2026, each with up to 150 rows including company_group, listing_count, and duplicate_listings. Can you show me how frequently each company group appears in October's data and then compare October vs November row by row to highlight any changes in listing counts or duplicates?"},{"title":"Duplicate listing spike investigation","prompt":"We noticed a spike in duplicate listings last quarter. I have two datasets — baseline and current — both keyed by row_id with company_group, date, listing_count, and duplicate_listings. Can you give me a category frequency breakdown of the current dataset and a side-by-side keyed comparison so I can see which company groups had the biggest change in duplicates?"},{"title":"Competitor job board inventory comparison","prompt":"I'm tracking job listings for group-a and group-b across two different dates. Can you analyze how often each company_group shows up in my main dataset and compare it against a second dataset with the same row IDs to see where listing_count or duplicate_listings differ?"}],"resultDescription":"Returns two analytical reports: (1) a category frequency table showing how often each company_group value appears in the supplied rows, with aggregated listing_count and duplicate_listings metrics; and (2) a keyed comparison report that matches rows from the primary and secondary datasets by row_id, highlighting differences in listing_count and duplicate_listings between the two datasets.","failureModes":["Exceeds 200 row limit — request rejected with validation error","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) — schema validation failure","Mismatched row_ids between rows and other arrays — comparison may produce unmatched or null entries","Invalid date format (not YYYY-MM-DD) — schema validation error","Empty rows array — rejected due to minItems:1 constraint","Numeric values outside allowed range — schema validation failure"],"whenToPreferThis":"Choose this endpoint when you need offline, local analytical computation on job listing inventory data specifically containing listing_count and duplicate_listings fields, and you want both a category frequency summary and a keyed two-dataset comparison in a single low-cost call. Prefer this over general analytics tools when your data fits the specific schema (row_id, company_group, date, listing_count, duplicate_listings) and you need both report types simultaneously without any live data lookup or external API calls.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:59.453Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-category-frequencies-keyed-dataset-comparison-b0709cfe"}