{"uid":"cap_NyqqMdpVvEPzbWj-LidJ6","slug":"company-headcount-observations-duplicate-key-report-trailing-mean-37161a15","name":"Company Headcount Observations — Duplicate Key Report + Trailing Mean Series","description":"Company headcount observations — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series 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-12-061?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_vlWGjrpy3L_azPTsOtpQ8","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":"Analyzes up to 200 company headcount observation rows to produce a duplicate key report and a trailing mean time series for headcount or open_roles.","exampleAgentPrompt":"Can you check my company headcount records for duplicate keys and also compute a trailing mean with a window of 3 for the headcount field? I have about 50 rows across two groups, 'engineering' and 'sales', with dates from 2025-01-01 to 2025-02-28.","exampleUseCases":[{"title":"Headcount data deduplication audit","prompt":"I've got 120 rows of monthly headcount observations for our three business units — can you scan them for any duplicate row IDs or date/company combinations and give me a duplicate key report alongside a 4-period trailing mean for headcount?"},{"title":"Open roles rolling average for hiring planning","prompt":"Run a trailing mean series with a window of 6 on the open_roles field for our quarterly staffing dataset — about 80 rows across five company groups — so I can see the smoothed trend before our planning meeting."},{"title":"Data quality check before dashboard import","prompt":"Before I import this headcount dataset into our dashboard, can you run a duplicate key check and a 3-period trailing mean on headcount for all 150 rows? I need to catch any repeated entries and see the smoothed trend."}],"resultDescription":"Returns two independent analytical reports for the supplied rows: (1) a duplicate key report identifying rows sharing the same composite key (e.g. company_group + date), and (2) a trailing mean series over the specified window for the chosen field (headcount or open_roles), covering up to 200 input rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Window size less than 2 or greater than 200 is rejected","Numeric values outside the allowed range cause validation failure"],"whenToPreferThis":"Use this endpoint when you need both a duplicate key audit and a rolling mean series on the same company headcount dataset in a single call, without any external data lookup or live API calls. It is ideal for pre-import data quality checks, offline batch analytics on workforce snapshots, and cost-effective analysis (two reports for $0.01 USDC on up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:02.040Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-duplicate-key-report-trailing-mean-37161a15"}