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Company Headcount Observations — Exact Row Deduplication + Daily Sum Series
x402
Company Headcount Observations — Exact Row Deduplication + Daily Sum 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).
Deduplicates exact duplicate rows and generates a daily sum time series for company headcount and open roles data (up to 200 rows, 2 reports per call).
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Exact row deduplication + Daily sum series: Exact row deduplication + Daily sum 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 analytical reports: (1) an exact row deduplication report identifying and removing duplicate records from the supplied headcount observations, and (2) a daily sum time series aggregating either headcount or open_roles by date across company groups — both derived entirely from the submitted data with no external lookups.
Example use cases
Clean HR data before reporting
“I've got 150 rows of headcount observations for our three company groups — some rows got duplicated in the export. Can you remove the exact duplicate rows and show me the daily headcount totals so I can use the clean data in our board report?”
Daily open roles trend by company
“Here are our weekly HR snapshots with open_roles counts per company group and date. Can you deduplicate the rows and generate a daily sum series for open_roles so I can see how vacancy counts changed over time?”
Validate headcount data integrity
“Before I load this 200-row headcount dataset into our BI tool, can you run exact row deduplication on it and produce a daily sum series for headcount? I want to make sure there are no duplicates inflating our numbers.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-044?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both exact duplicate row removal and a daily aggregated time series for company headcount or open roles data in a single API call. It is ideal for HR data cleaning pipelines, pre-reporting deduplication, and quick staffing trend summaries without requiring a full analytics stack. Best suited for datasets up to 200 rows where local, offline analytical processing is acceptable and no external data enrichment is needed.
Side effects
- Missing required fields (row_id, company_group, date, headcount, open_roles) cause validation errors
- Date values not matching YYYY-MM-DD pattern are rejected
- Submitting more than 200 rows exceeds the maxItems limit
- Empty rows array (minItems: 1 not satisfied) returns an error
- Null values in headcount or open_roles may affect sum calculations
- Invalid field enum value (must be 'headcount' or 'open_roles') causes rejection
- Payment failure or insufficient USDC balance prevents processing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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