{"uid":"cap_EVOv_lGOVcZYX9zvCg4hX","slug":"company-headcount-observations-record-quality-audit-category-057b011d","name":"Company Headcount Observations — Record Quality Audit + Category Frequencies","description":"Company headcount observations — Record quality audit + Category frequencies: Record quality audit + Category frequencies 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-12-006?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_9WXEy5Szv8KIPPhN_OnHN","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":"Runs two local analytical reports (record quality audit and category frequency analysis) on up to 200 company headcount observation records containing headcount and open_roles fields.","exampleAgentPrompt":"Can you audit the quality of these company headcount records and give me a category frequency breakdown by company group? I have up to 200 rows with fields for date, headcount, and open_roles across groups like 'group-a' and 'group-b'.","exampleUseCases":[{"title":"HR data pipeline quality gate","prompt":"Before we load this batch of headcount observations into our data warehouse, can you run a record quality audit on these 150 rows — each has a row_id, company_group, date, headcount, and open_roles — and flag any completeness or validity issues?"},{"title":"Company group frequency profiling","prompt":"I have a dataset of company headcount snapshots across multiple company groups and I need to know how frequently each group appears in the data. Can you run a category frequency analysis on these records?"},{"title":"Workforce data validation before reporting","prompt":"We're preparing a quarterly workforce report and I want to make sure our headcount and open_roles observation data is clean. Can you audit these 200 rows for record quality issues and give me a breakdown of observations by company group?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit covering completeness, validity, and anomaly detection across headcount and open_roles fields, and (2) a category frequency summary showing how often each company_group value appears in the supplied dataset. Both reports are generated locally without any external lookups.","failureModes":["Exceeds 200-row limit — request will be rejected or truncated","Missing required fields (row_id, company_group, date, headcount, or open_roles) — validation error","Malformed date format (must match YYYY-MM-DD pattern) — schema validation failure","Empty rows array — minimum 1 row required","Numeric values outside allowed bounds — schema rejection","Payment not sent or insufficient — x402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need to quickly profile and quality-check a batch of company headcount observation records (up to 200 rows) without any external data lookups or live predictions. It is ideal for pre-ingestion data validation, pipeline quality gates, or ad-hoc profiling of workforce datasets. At $0.01 USDC you get two distinct reports in a single call, making it cost-efficient for local analytical work on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:13.596Z","isFirstParty":false,"canonicalSlug":"company-headcount-observations-record-quality-audit-category-057b011d"}