{"uid":"cap_OuMbaZR-7UEeu4g9mQijR","slug":"company-headcount-observations-exact-row-deduplication-numeric-row-dc3c26d8","name":"Company Headcount Observations — Exact Row Deduplication + Numeric Row Ordering","description":"Company headcount observations — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering for supplied company headcount observations records (headcount, open_roles). 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-12-042?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","headcount","open_roles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"headcount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"open_roles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","headcount":10,"open_roles":1,"company_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","headcount":20,"open_roles":2,"company_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","headcount":15,"open_roles":3,"company_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","headcount":30,"open_roles":4,"company_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["headcount","open_roles"],"type":"string","default":"headcount"}}},"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_qJHfrawnbZ_ZXvEduMVIu","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 and numerically orders up to 200 rows of company headcount or open-roles observation records, returning two analytical reports.","exampleAgentPrompt":"Can you deduplicate and numerically sort these company headcount observations for groups 'group-a' and 'group-b' from October 2026 — I have about 4 rows with headcount and open_roles fields — and give me both the deduplication and ordering reports?","exampleUseCases":[{"title":"Clean duplicate headcount records for HR audit","prompt":"I have a list of 50 company headcount observation rows across multiple groups with dates and headcount values — can you deduplicate them and sort them numerically by headcount, then give me both reports?"},{"title":"Order open roles data for recruiting dashboard","prompt":"Take these 120 rows of company staffing observations with open_roles numbers and run exact deduplication plus numeric ordering on the open_roles field so I can feed clean data into our recruiting dashboard."},{"title":"Validate workforce dataset before analytics pipeline","prompt":"Before I push this headcount dataset into our analytics pipeline, can you run deduplication and numeric row ordering on it? I have 80 rows with company_group, date, headcount, and open_roles columns."}],"resultDescription":"Returns two analytical reports: one for exact row deduplication (identifying and removing duplicate records based on all fields) and one for numeric row ordering of the specified field (headcount or open_roles), covering up to 200 input rows processed entirely with local analytical engines.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, company_group, date, headcount, open_roles) on any row causes validation failure","Date values not matching YYYY-MM-DD pattern will fail schema validation","Invalid field enum value (only 'headcount' or 'open_roles' accepted)","Empty rows array rejected (minItems: 1)","Payment failure or insufficient USDC balance prevents execution"],"whenToPreferThis":"Choose this endpoint when you need to clean and order a batch of company headcount or open-roles observation records up to 200 rows — specifically when exact duplicate removal and numeric ordering are both required in a single call. Ideal for preprocessing HR datasets before analytics pipelines or audits, without requiring any external data lookup or live computation.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:55.474Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-exact-row-deduplication-numeric-row-dc3c26d8"}