{"uid":"cap_oVjo69ynY76mf9PCH1o79","slug":"company-headcount-observations-exact-row-deduplication-daily-sum-series-7501935e","name":"Company Headcount Observations — Exact Row Deduplication + Daily Sum Series","description":"Company headcount observations — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum 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-12-044?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_bR0yyXFi91pspk6D-g8sA","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 duplicate rows and generates a daily sum time series for company headcount and open roles data (up to 200 rows, 2 reports per call).","exampleAgentPrompt":"I have a dataset of company headcount observations with columns row_id, company_group, date, headcount, and open_roles — can you deduplicate the exact duplicate rows and give me a daily sum series for headcount across all these records?","exampleUseCases":[{"title":"Clean HR data before reporting","prompt":"I've got 150 rows of headcount observations for our three company groups — some rows got duplicated in the export. Can you remove the exact duplicate rows and show me the daily headcount totals so I can use the clean data in our board report?"},{"title":"Daily open roles trend by company","prompt":"Here are our weekly HR snapshots with open_roles counts per company group and date. Can you deduplicate the rows and generate a daily sum series for open_roles so I can see how vacancy counts changed over time?"},{"title":"Validate headcount data integrity","prompt":"Before I load this 200-row headcount dataset into our BI tool, can you run exact row deduplication on it and produce a daily sum series for headcount? I want to make sure there are no duplicates inflating our numbers."}],"resultDescription":"Returns two analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the supplied headcount observations, and (2) a daily sum time series aggregating either headcount or open_roles by date across company groups — both derived entirely from the submitted data with no external lookups.","failureModes":["Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation errors","Date values not matching YYYY-MM-DD pattern are rejected","Submitting more than 200 rows exceeds the maxItems limit","Empty rows array (minItems: 1 not satisfied) returns an error","Null values in headcount or open_roles may affect sum calculations","Invalid field enum value (must be 'headcount' or 'open_roles') causes rejection","Payment failure or insufficient USDC balance prevents processing"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate row removal and a daily aggregated time series for company headcount or open roles data in a single API call. It is ideal for HR data cleaning pipelines, pre-reporting deduplication, and quick staffing trend summaries without requiring a full analytics stack. Best suited for datasets up to 200 rows where local, offline analytical processing is acceptable and no external data enrichment is needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:49.406Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-exact-row-deduplication-daily-sum-series-7501935e"}