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Company Headcount Observations — Numeric Distribution & Row Ordering
x402
Company Headcount Observations — Numeric Distribution & Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Computes numeric distribution statistics and row ordering rankings for company headcount and open_roles data across up to 200 supplied records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering 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 analytical reports for the supplied dataset: (1) a numeric distribution report showing statistical spread, percentiles, and frequency characteristics of the chosen field (headcount or open_roles); and (2) a row ordering report ranking each of the up to 200 input rows by the numeric value of the selected field. No external data is fetched; analysis is performed on the supplied rows only.
Example use cases
Workforce size distribution across subsidiaries
“I have monthly headcount snapshots for our 40 business units — can you analyze the numeric distribution of headcount values and also rank the rows by headcount so I can see which units are at the top and bottom?”
Open roles spread analysis for hiring review
“We have 120 observations of open_roles across different company groups over the past year — can you give me a numeric distribution report and a row ordering on the open_roles field so we know where hiring pressure is concentrated?”
Headcount benchmarking across tracked companies
“I'm tracking headcount for 80 companies across 5 groups over several dates — run the numeric distribution and row ordering analysis on the headcount field so I can see the statistical spread and which companies rank highest.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-073?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 company headcount or open_roles observations and need both a distributional statistical summary and a ranked ordering of records by numeric value in a single call. It is best suited for offline/batch analytical use on already-collected data rather than live workforce queries or predictions. Prefer this over generic stats tools when you need both reports bundled at a fixed low cost ($0.01 USDC) and are working within the x402 payment protocol.
Side effects
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation errors
- Submitting more than 200 rows exceeds the row limit and will be rejected
- Invalid date format (not YYYY-MM-DD) causes schema validation failure
- Null values in the target numeric field may affect distribution calculations
- Empty rows array returns an error due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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