{"uid":"cap_G2sOkrLg4OpZKewA_kEmH","slug":"job-listing-inventories-exact-row-deduplication-category-frequencies-01c98517","name":"Job Listing Inventories — Exact Row Deduplication + Category Frequencies","description":"Job listing inventories — Exact row deduplication + Category frequencies: Exact row deduplication + 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-13-041?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}}},"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_ba-pQG_Jb03M3WRRVGtgn","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":"Deduplicates job listing inventory rows and computes category-level frequencies for listing_count and duplicate_listings fields across up to 200 supplied records.","exampleAgentPrompt":"I have a batch of job listing inventory records with listing_count and duplicate_listings fields across multiple company groups and dates — can you run exact row deduplication and compute category frequencies on all of them? Here are the rows: [{\"row_id\":\"r1\",\"company_group\":\"Acme Corp\",\"date\":\"2025-01-15\",\"listing_count\":50,\"duplicate_listings\":5},{\"row_id\":\"r2\",\"company_group\":\"Beta Inc\",\"date\":\"2025-01-16\",\"listing_count\":30,\"duplicate_listings\":2}]","exampleUseCases":[{"title":"Weekly job board dedup audit","prompt":"I pulled 150 rows of job listing inventory from our job board for January 2025, each with a company_group, listing_count, and duplicate_listings — can you find all the exact duplicate rows and give me category frequencies so I know which company groups appear most?"},{"title":"Recruiter data quality check","prompt":"Our recruiter platform exported job listing records for three company groups over the past month. I need two reports: one showing exactly which rows are duplicated and one showing the listing count frequencies per company group. Here are 80 rows to analyze."},{"title":"Job listing category frequency summary","prompt":"I have 60 rows of job listing inventory data across different company groups and dates, each with listing_count and duplicate_listings values — can you deduplicate them and tell me the frequency breakdown by category so I can spot which groups dominate our listings?"}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying which of the up to 200 submitted rows are exact duplicates, and (2) a category frequency report showing how often each company_group (and related category values) appears across the dataset, with aggregated listing_count and duplicate_listings metrics.","failureModes":["More than 200 rows submitted — endpoint rejects or truncates input beyond maxItems limit","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern cause schema rejection","Empty rows array (minItems:1 violated) returns error","Null numeric values may affect frequency aggregation if not handled gracefully"],"whenToPreferThis":"Choose this endpoint when you have tabular job listing inventory data (up to 200 rows) and need both exact-duplicate detection and per-category frequency analysis in a single cheap call ($0.01 USDC). Prefer it over general-purpose data tools when you specifically have listing_count and duplicate_listings fields organized by company_group and date, and want two structured reports 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":"2026-10-19T06:46:09.445Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-category-frequencies-01c98517"}