{"uid":"cap_YmQ-Vq52kEV28WAytCvr7","slug":"company-headcount-observations-duplicate-key-report-equal-width-a3eba3fd","name":"Company Headcount Observations — Duplicate Key Report + Equal-Width Histogram","description":"Company headcount observations — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram 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-12-064?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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_n7ZtDryoXuTEOYMQpHNsn","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 records to produce a duplicate key report and an equal-width histogram for a chosen numeric field (headcount or open_roles).","exampleAgentPrompt":"Can you check my company headcount observations for duplicate keys and show me a 10-bin histogram of the headcount field? I have records for group-a and group-b from October 2026.","exampleUseCases":[{"title":"HR data quality audit","prompt":"I have 150 rows of company headcount observations from our HR system — can you run a duplicate key report on them and show me a 5-bin histogram of the headcount field so I can spot any data issues?"},{"title":"Open roles distribution analysis","prompt":"Can you analyze these headcount records across our company groups and give me an equal-width histogram with 8 bins for the open_roles field, plus flag any duplicate row IDs?"},{"title":"Workforce snapshot deduplication","prompt":"We exported headcount data for Q4 2026 across group-a and group-b — please check for any duplicate records and generate a 10-bin histogram of headcount so we can understand the distribution."}],"resultDescription":"Returns two analytical reports: (1) a duplicate key report identifying any records sharing the same key fields, and (2) an equal-width histogram for the chosen numeric field (headcount or open_roles) across up to 200 input rows, with configurable bin count (1–30 bins).","failureModes":["More than 200 rows submitted — request rejected","Invalid date format (non YYYY-MM-DD) causes validation error","Missing required fields (row_id, company_group, date, headcount, open_roles) causes rejection","bins value outside 1–30 range causes error","field value not one of 'headcount' or 'open_roles' causes enum validation failure","Payment of 0.01 USDC not provided — 402 response returned"],"whenToPreferThis":"Choose this endpoint when you have a batch of up to 200 company headcount/open_roles observations and need both duplicate key detection and a histogram distribution report in a single low-cost call. It is ideal for data quality audits and exploratory analysis of workforce data without any external lookup or live data needs.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:45:40.281Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-duplicate-key-report-equal-width-a3eba3fd"}