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Company Headcount Observations — Record Quality Audit + Grouped Numeric Summary
x402
Company Headcount Observations — Record Quality Audit + Grouped Numeric Summary 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).
Audits data quality and produces a grouped numeric summary for up to 200 company headcount observation records (headcount, open_roles fields).
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
HR data quality check before reporting
“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.”
Grouped open roles summary by division
“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?”
Workforce data pipeline validation
“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?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-005?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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