{"uid":"cap_J_gPw3YWnLaP6UXfHz7G4","slug":"company-headcount-observations-exact-row-deduplication-adjacent-row-7b2435d4","name":"Company Headcount Observations — Exact Row Deduplication + Adjacent Row Changes","description":"Company headcount observations — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes 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-12-046?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_NL5s2QKemxihWxxFUwNGj","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 detects adjacent row changes in company headcount observation data (headcount, open_roles) for up to 200 rows.","exampleAgentPrompt":"I have a set of company headcount observations with dates, company groups, headcount numbers, and open roles — can you run exact row deduplication and detect adjacent row changes across these records, focusing on the headcount field? I'll send up to 200 rows.","exampleUseCases":[{"title":"HR data pipeline deduplication","prompt":"We're ingesting daily headcount snapshots from multiple company groups and the data has a lot of repeated rows — can you deduplicate the exact duplicates and flag where headcount changed between consecutive rows? Here are the records for the past quarter."},{"title":"Workforce change monitoring","prompt":"I want to know which days saw actual headcount changes versus which entries are just repeated copies — run the deduplication and adjacent-row change detection on these 150 headcount observation rows grouped by company division."},{"title":"Open roles trend audit","prompt":"Can you check these open_roles records for exact duplicate rows and also identify consecutive entries where the open_roles number shifted? I need to clean up the dataset before building our hiring trend report."}],"resultDescription":"Two analytical reports: (1) a deduplicated version of the input rows with exact duplicates identified/removed, and (2) a report of adjacent row changes showing where the selected field (headcount or open_roles) changed between consecutive rows within each company group, all processed locally without external data lookups.","failureModes":["rows array exceeds 200 items — request rejected","missing required fields (row_id, company_group, date, headcount, open_roles) — validation error","invalid date format not matching YYYY-MM-DD — schema rejection","empty rows array — minimum item constraint violated","field enum value other than 'headcount' or 'open_roles' — validation error","payment failure via x402 protocol — endpoint not served"],"whenToPreferThis":"Use this endpoint when you need to clean company headcount timeseries data by removing exact duplicate rows AND simultaneously identify where headcount or open_roles values changed between consecutive observations, all in a single $0.01 call covering up to 200 rows. Prefer this over generic deduplication tools when your data is specifically structured as company-grouped, date-stamped headcount observations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:09.444Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-exact-row-deduplication-adjacent-row-7b2435d4"}