{"uid":"cap_8VjXg6NMTwWUt4BDUstrW","slug":"job-listing-inventories-exact-row-deduplication-keyed-dataset-a86607e3","name":"Job Listing Inventories — Exact Row Deduplication + Keyed Dataset Comparison","description":"Job listing inventories — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + 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-13-053?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_GclbNI6SXowTIIvLbPpl1","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 performs keyed comparison between two datasets of up to 200 rows each, returning two analytical reports.","exampleAgentPrompt":"Can you check these two sets of job listing inventory records for exact duplicate rows and also compare the two datasets side by side to spot any differences? I have two batches, each with company_group, date, listing_count, and duplicate_listings columns, up to 200 rows each.","exampleUseCases":[{"title":"Job board data deduplication audit","prompt":"I have a list of job listing records from our ATS export with columns for company_group, date, listing_count, and duplicate_listings — can you run exact row deduplication on it and flag any duplicate entries? There are about 150 rows."},{"title":"Before-and-after inventory snapshot comparison","prompt":"We pulled job listing inventory data on two different days and I want to see exactly what changed — same schema with row_id, company_group, date, listing_count, and duplicate_listings. Can you compare the two datasets and tell me which rows differ?"},{"title":"Cross-team job listing reconciliation","prompt":"Our recruitment ops team and the data engineering team each exported job listing counts for the same period, but they don't match. Can you deduplicate both sets and compare them row by row to find the discrepancies? Each set has around 80 records with listing_count and duplicate_listings fields."}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing identical records from the primary dataset, and (2) a keyed dataset comparison report showing differences between the primary and secondary datasets matched by row_id, company_group, and date — all computed locally with no external data fetched.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, listing_count, duplicate_listings) on any row — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure","Empty rows array (minItems: 1 not met) — request rejected","Malformed JSON body — parse error"],"whenToPreferThis":"Choose this endpoint when you need to programmatically deduplicate job listing inventory records and/or diff two versions of such a dataset without building local tooling, particularly when your data fits within 200 rows and you want two reports (deduplication + keyed comparison) for a flat $0.01 USDC fee. It is purpose-built for job listing schemas with listing_count and duplicate_listings fields, making it more precise than a generic deduplication service for this domain.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:26.253Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-keyed-dataset-a86607e3"}