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Company Headcount Observations — Record Quality Audit + Base-100 Series
x402
Company Headcount Observations — Record Quality Audit + Base-100 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).
Runs two local analytical reports on supplied company headcount data: a record quality audit and a Base-100 indexed series for headcount or open_roles, across up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Record quality audit + Base-100 series: Record quality audit + Base-100 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 reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed dates across the supplied rows; and (2) a Base-100 indexed series for the selected field (headcount or open_roles), normalizing values relative to the specified base row. Both reports are computed locally from the supplied data with no external lookups.
Example use cases
Headcount data quality check before reporting
“I need to audit these 120 company headcount observation rows before I send them to the board — can you check for record quality issues and flag any bad data across the headcount and open_roles columns?”
Base-100 workforce growth index
“Take these 80 headcount records for our engineering division and build a Base-100 index series for headcount starting from the first row so I can see relative growth over time.”
Open roles trend normalization across groups
“I have headcount observations for three company groups over the past quarter — about 150 rows — can you run the Base-100 series on open_roles starting from row 0 so I can compare hiring trends across groups?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-012?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 rows of company headcount or open_roles observations and need both a data quality audit and a Base-100 normalized index series in a single low-cost call. It is ideal for offline/batch analytical validation of workforce data without any live lookup, external enrichment, or prediction. Prefer it over general-purpose analytics tools when you specifically need the dual-report format (quality audit + base-100 series) on structured headcount data at minimal cost ($0.01 USDC for both reports).
Side effects
- Rows array is empty or exceeds 200 items — rejected by schema validation
- base_index value exceeds the number of supplied rows — index out of bounds
- date fields not matching YYYY-MM-DD pattern — schema validation error
- headcount or open_roles values outside allowed numeric range — validation failure
- Missing required fields (row_id, company_group, date) — request rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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