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Company Headcount Observations — Secondary-Measure Weighted Mean + Keyed Dataset Comparison
x402
Company Headcount Observations — Secondary-Measure Weighted Mean + Keyed Dataset Comparison 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 a secondary-measure weighted mean on company headcount or open-roles data and compares two supplied datasets row-by-row, returning two analytical reports for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Secondary-measure weighted mean + Keyed dataset comparison: Secondary-measure weighted mean + Keyed dataset comparison 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: (1) a secondary-measure weighted mean of headcount or open_roles values using the other field as the weight, broken down by company group; (2) a keyed dataset comparison showing row-by-row differences between the two supplied datasets. Both reports are computed locally with no external data lookups.
Example use cases
Weighted headcount mean for HR reporting
“I have monthly headcount and open roles data for three company divisions across Q1 2024 — can you compute the open-roles-weighted mean of headcount for each group and give me the two analytical reports?”
Headcount dataset diff between two periods
“I want to compare our company headcount records from last quarter versus this quarter — here are two datasets with up to 80 rows each, both keyed by company_group and date. Can you run the keyed comparison and the weighted mean report on these?”
Validate revised headcount figures against originals
“Our HR team revised some headcount numbers — can you compare the original dataset to the revised one (both have headcount and open_roles columns, keyed by company_group and date) and also compute the open-roles-weighted average headcount across all rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-186?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company headcount observations and need both a secondary-measure weighted mean (e.g. headcount weighted by open_roles) and a keyed row-level comparison between two datasets in a single low-cost call. Ideal for HR analytics, workforce reporting, or auditing headcount revisions without any external data dependencies.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required row fields (row_id, company_group, date, headcount, open_roles) cause validation errors
- Invalid date format (must match YYYY-MM-DD pattern) causes schema rejection
- All weight values (secondary measure) are null or zero, making weighted mean undefined
- Mismatched row_ids between the two datasets reduce the keyed comparison coverage
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| other | array |
Tags
x402
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