{"uid":"cap_z0vwvGIp4Zu8hRuQHxyCZ","slug":"company-headcount-observations-record-quality-audit-grouped-numeric-941fd63f","name":"Company Headcount Observations — Record Quality Audit + Grouped Numeric Summary","description":"Company headcount observations — Record quality audit + Grouped numeric summary: Record quality audit + Grouped numeric summary 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-12-005?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_bFko4vgIyyZ_Glr9rZTDU","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 data quality and produces a grouped numeric summary for up to 200 company headcount observation records (headcount, open_roles fields).","exampleAgentPrompt":"Can you run a record quality audit and grouped numeric summary on these headcount observations I have — I've got rows with row_id, company_group, date, headcount, and open_roles for up to 200 records, and I want to analyze the headcount field?","exampleUseCases":[{"title":"HR data quality check before reporting","prompt":"I've got a CSV of company headcount observations with fields for row_id, company_group, date, headcount, and open_roles — can you audit the data quality and flag any bad records before I include this in the quarterly workforce report? Focus on the headcount field."},{"title":"Grouped open roles summary by division","prompt":"I have around 150 rows of headcount observations across several company groups and I want a grouped numeric summary of open_roles broken down by company_group — can you run that analysis for me?"},{"title":"Workforce data pipeline validation","prompt":"Before we load these 200 headcount observation records into our data warehouse, can you do a record quality audit on them and give me a grouped summary of the headcount numbers by company group so I can spot any anomalies?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying data issues, missing values, and anomalies in the supplied headcount/open_roles rows, and (2) a grouped numeric summary aggregating the selected field (headcount or open_roles) by company_group — all computed locally with no external lookups.","failureModes":["Rows array is empty or missing — minimum 1 row required","More than 200 rows submitted — request will be rejected or truncated","Invalid date format (must match YYYY-MM-DD pattern)","Missing required fields (row_id, company_group, date, headcount, open_roles) in any row","Invalid field selector — must be either 'headcount' or 'open_roles'","Null values in numeric fields may affect summary statistics"],"whenToPreferThis":"Choose this endpoint when you have up to 200 company headcount observation records and need both a data quality audit and a grouped numeric summary in a single call for a flat $0.01 USDC fee. It is ideal for pre-load validation pipelines, ad hoc workforce data checks, or batch HR data auditing where no live lookup or prediction is needed — just local analytical computation on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:15.642Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-grouped-numeric-941fd63f"}