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Company Headcount Observations — Record Quality Audit + Category Frequencies
x402
Company Headcount Observations — Record Quality Audit + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
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.
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
HR data pipeline quality gate
“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?”
Company group frequency profiling
“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?”
Workforce data validation before reporting
“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?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-006?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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