{"uid":"cap_yApPEeO50KfALkrbR5WLU","slug":"job-listing-inventories-exact-row-deduplication-grouped-numeric-summary-961b1a44","name":"Job Listing Inventories — Exact Row Deduplication + Grouped Numeric Summary","description":"Job listing inventories — Exact row deduplication + Grouped numeric summary: Exact row deduplication + 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-13-040?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_7XrWXM5mN0H5Q-2NeZ6Rv","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 exact rows and produces a grouped numeric summary for job listing inventory records (listing_count, duplicate_listings) across up to 200 rows.","exampleAgentPrompt":"Can you deduplicate these job listing inventory rows and give me a grouped numeric summary of listing_count by company_group? I have 4 rows: row-1 for group-a on 2026-10-01 with listing_count 10 and duplicate_listings 1, row-2 for group-b on 2026-10-02 with listing_count 20 and duplicate_listings 2, row-3 for group-a on 2026-10-03 with listing_count 15 and duplicate_listings 3, and row-4 for group-b on 2026-10-04 with listing_count 30 and duplicate_listings 4.","exampleUseCases":[{"title":"Clean recruiter job board export","prompt":"I exported our job board data and suspect there are duplicate rows — can you run exact row deduplication on these 80 job listing inventory records and also give me a grouped summary of listing_count by company_group so I can see who has the most postings?"},{"title":"Audit duplicate listings by company","prompt":"I need to audit our hiring platform inventory for duplicates — here are 150 rows with row_id, company_group, date, listing_count, and duplicate_listings fields. Can you deduplicate them and give me a grouped numeric summary of duplicate_listings broken down by company group?"},{"title":"Weekly hiring inventory QA report","prompt":"Every week I run a quality check on our job listing inventory. Can you take these 200 rows of listing data and produce two reports: one that removes exact duplicate rows, and one that groups and summarizes listing_count by company_group and date?"}],"resultDescription":"Returns two analytical reports: (1) a deduplicated set of rows with exact duplicate records removed, and (2) a grouped numeric summary aggregating the selected numeric field (listing_count or duplicate_listings) by company_group. Both reports are computed locally from the supplied data 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) — validation error","Invalid date format (must match YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Empty rows array — error response","Invalid field enum value (must be listing_count or duplicate_listings) — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need both exact-row deduplication and a grouped numeric summary for job listing inventory data in a single API call, without requiring any external data sources or live lookups. It is ideal for data quality pipelines that process up to 200 rows of company-grouped job posting records, and when cost efficiency ($0.01 for two reports) matters. Prefer alternatives if you need fuzzy deduplication, ML-based matching, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:07.552Z","isFirstParty":false,"canonicalSlug":"job-listing-inventories-exact-row-deduplication-grouped-numeric-summary-961b1a44"}