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Company Headcount Observations — Adjacent Row Changes + Secondary-Measure Weighted Mean
x402
Company Headcount Observations — Adjacent Row Changes + Secondary-Measure Weighted Mean 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 adjacent row-over-row changes and secondary-measure weighted mean for supplied company headcount observation records (headcount or open_roles), returning two analytical reports in one call.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Adjacent row changes + Secondary-measure weighted mean: Adjacent row changes + Secondary-measure weighted mean 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) adjacent row-over-row change values for the chosen field (headcount or open_roles) grouped by company_group and ordered by date, and (2) a secondary-measure weighted mean across the supplied rows — all computed locally from the provided data with no external lookup.
Example use cases
Tracking daily headcount shifts across teams
“I have two weeks of daily headcount snapshots for three company groups — engineering, sales, and ops — and I want to see how headcount changed day over day and get a weighted mean of open roles across those records. Can you run both analyses on my 30 rows?”
Detecting hiring surge in open roles data
“Can you analyze these 50 rows of headcount observations for group-alpha and group-beta from Q1 2024? I want adjacent row changes on open_roles so I can spot any sudden hiring surges, plus the secondary-measure weighted mean.”
Monthly workforce reporting for leadership
“We have end-of-month headcount snapshots for five business units going back 12 months — 60 rows total. Run the adjacent row changes and weighted mean on the headcount field so I can put together a trend summary for leadership.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-159?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you already have company headcount and open_roles data in hand and need two quick statistical analyses — adjacent row changes and a weighted mean — without any external data fetch, prediction, or enrichment. It is ideal for batch offline analysis of up to 200 rows in a single paid call, making it cost-efficient for periodic HR reporting workflows.
Side effects
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation errors
- More than 200 rows submitted exceeds the row limit and will be rejected
- Invalid date format (not YYYY-MM-DD) will fail schema validation
- Null values in the selected primary field may produce incomplete change calculations
- Payment of 0.01 USDC not provided causes x402 payment-required rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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