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Company Headcount Observations — Duplicate Key Report + Trailing Mean Series
x402
Company Headcount Observations — Duplicate Key Report + Trailing Mean Series 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).
Analyzes up to 200 company headcount observation rows to produce a duplicate key report and a trailing mean time series for headcount or open_roles.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean series 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 for the supplied rows: (1) a duplicate key report identifying rows sharing the same composite key (e.g. company_group + date), and (2) a trailing mean series over the specified window for the chosen field (headcount or open_roles), covering up to 200 input rows.
Example use cases
Headcount data deduplication audit
“I've got 120 rows of monthly headcount observations for our three business units — can you scan them for any duplicate row IDs or date/company combinations and give me a duplicate key report alongside a 4-period trailing mean for headcount?”
Open roles rolling average for hiring planning
“Run a trailing mean series with a window of 6 on the open_roles field for our quarterly staffing dataset — about 80 rows across five company groups — so I can see the smoothed trend before our planning meeting.”
Data quality check before dashboard import
“Before I import this headcount dataset into our dashboard, can you run a duplicate key check and a 3-period trailing mean on headcount for all 150 rows? I need to catch any repeated entries and see the smoothed trend.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-061?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need both a duplicate key audit and a rolling mean series on the same company headcount dataset in a single call, without any external data lookup or live API calls. It is ideal for pre-import data quality checks, offline batch analytics on workforce snapshots, and cost-effective analysis (two reports for $0.01 USDC on up to 200 rows).
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Window size less than 2 or greater than 200 is rejected
- Numeric values outside the allowed range cause validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| window | integer |
Tags
x402
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