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Company Headcount Observations — Exact Row Deduplication + Numeric Row Ordering
x402
Company Headcount Observations — Exact Row Deduplication + Numeric Row Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Deduplicates and numerically orders up to 200 rows of company headcount or open-roles observation records, returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering 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: one for exact row deduplication (identifying and removing duplicate records based on all fields) and one for numeric row ordering of the specified field (headcount or open_roles), covering up to 200 input rows processed entirely with local analytical engines.
Example use cases
Clean duplicate headcount records for HR audit
“I have a list of 50 company headcount observation rows across multiple groups with dates and headcount values — can you deduplicate them and sort them numerically by headcount, then give me both reports?”
Order open roles data for recruiting dashboard
“Take these 120 rows of company staffing observations with open_roles numbers and run exact deduplication plus numeric ordering on the open_roles field so I can feed clean data into our recruiting dashboard.”
Validate workforce dataset before analytics pipeline
“Before I push this headcount dataset into our analytics pipeline, can you run deduplication and numeric row ordering on it? I have 80 rows with company_group, date, headcount, and open_roles columns.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-042?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to clean and order a batch of company headcount or open-roles observation records up to 200 rows — specifically when exact duplicate removal and numeric ordering are both required in a single call. Ideal for preprocessing HR datasets before analytics pipelines or audits, without requiring any external data lookup or live computation.
Side effects
- Input array exceeds 200 rows — request will be rejected
- Missing required fields (row_id, company_group, date, headcount, open_roles) on any row causes validation failure
- Date values not matching YYYY-MM-DD pattern will fail schema validation
- Invalid field enum value (only 'headcount' or 'open_roles' accepted)
- Empty rows array rejected (minItems: 1)
- Payment failure or insufficient USDC balance prevents execution
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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