{"uid":"cap_2IuPDUZLEcprUcBpZEoOY","slug":"company-headcount-observations-record-quality-audit-two-measure-a60b3a52","name":"Company Headcount Observations — Record Quality Audit + Two-Measure Correlation","description":"Company headcount observations — Record quality audit + Two-measure correlation: Record quality audit + Two-measure correlation 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-12-015?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}}},"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_EDs3_eKeQjezmbpMjdYO7","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":"Audits record quality and computes correlation between headcount and open_roles for up to 200 company headcount observation rows.","exampleAgentPrompt":"Can you run a record quality audit and correlation analysis on my company headcount data? I have up to 200 rows with fields like row_id, company_group, date, headcount, and open_roles — I want to check for data quality issues and see how headcount correlates with open roles.","exampleUseCases":[{"title":"HR data quality check before reporting","prompt":"I have 150 rows of company headcount observations with date, headcount, and open_roles columns across multiple business groups. Can you audit the record quality and flag any bad or missing data before I use it in my quarterly report?"},{"title":"Workforce trend correlation analysis","prompt":"I want to know if there's a meaningful correlation between total headcount and open roles in my company data — I have about 80 observations across groups like 'engineering' and 'sales' from the past year. Can you run that correlation analysis for me?"},{"title":"Multi-group headcount data validation","prompt":"We've just merged data from two company groups and I need to validate record quality — check for nulls, anomalies, and see how headcount tracks with open roles. There are around 120 rows in total with row_id, company_group, date, headcount, and open_roles fields."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit covering issues such as missing values, out-of-range entries, and invalid formats across the supplied headcount rows; and (2) a correlation report quantifying the statistical relationship between the headcount and open_roles measures across the submitted data, all computed locally on the supplied rows without external lookups.","failureModes":["Exceeds 200-row limit — request rejected or truncated","Missing required fields (row_id, company_group, date, headcount, open_roles) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range — rejection","Empty rows array — error response","Malformed JSON body — 400 Bad Request"],"whenToPreferThis":"Choose this endpoint when you have already collected company headcount observation data (headcount and open_roles per company group and date) and need both a data quality audit and a statistical correlation between the two numeric measures in a single low-cost call. It is ideal for HR analysts or data engineers doing pre-reporting validation or exploratory analysis on workforce datasets of up to 200 rows. It does not perform live data lookups, forecasting, or external enrichment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:05.169Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-two-measure-a60b3a52"}