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Company Headcount Observations — Deduplication & Numeric Interval Filter
x402
Company Headcount Observations — Deduplication & Numeric Interval Filter 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 company headcount observation rows and filters them by a numeric interval on headcount or open_roles fields, returning two analytical reports for up to 200 supplied rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Exact row deduplication + Numeric interval filter: Exact row deduplication + Numeric interval filter 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
Two analytical reports: (1) a deduplicated set of the supplied company headcount observation rows with exact duplicate rows removed, and (2) rows filtered to only those where the selected numeric field (headcount or open_roles) falls within the specified minimum–maximum interval. Both reports operate locally on the supplied data with no external lookups.
Example use cases
Clean duplicate headcount snapshots
“I've got a batch of 150 headcount observation rows for our portfolio companies — some are exact duplicates from data pipeline errors. Can you deduplicate them and also filter to only show companies with headcount between 100 and 2000?”
Filter open roles within hiring band
“Here are our weekly open_roles snapshots across all company groups. Please remove any duplicate rows and filter down to only records where open_roles is between 5 and 50, so I can focus on mid-size hiring activity.”
Validate headcount data before dashboard load
“Before I load this headcount dataset into our dashboard, can you run exact deduplication and then filter out any rows where headcount falls outside the range of 0 to 10000? I have about 180 rows across several company groups.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-043?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 company headcount or open-roles observation records that need exact duplicate removal and numeric range filtering in a single call. It is ideal for data pipeline cleanup, pre-dashboard validation, or HR analytics preprocessing where no external data lookup or prediction is needed and the computation must be self-contained on supplied data.
Side effects
- Rows array empty or missing — validation error
- More than 200 rows supplied — rejected with maxItems error
- Invalid date format (not YYYY-MM-DD) — schema validation failure
- Minimum greater than maximum — may return empty filtered result set
- Missing required row fields (row_id, company_group, date, headcount, open_roles) — schema validation error
- Invalid field enum value — rejected with enum constraint error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| maximum | number | |
| minimum | number |
Tags
x402
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