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Company Headcount Observations — Exact Row Deduplication + Duplicate Key Report
x402
Company Headcount Observations — Exact Row Deduplication + Duplicate Key Report 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 reports duplicate keys across up to 200 supplied records without any external lookup.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report 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: (1) an exact row deduplication result identifying fully identical rows across the supplied records, and (2) a duplicate key report flagging records that share the same combination of key fields (e.g. company_group, date). No external data is fetched; all analysis is performed locally on the supplied rows.
Example use cases
HR data pipeline deduplication check
“Before we load our quarterly headcount snapshots into the warehouse, can you check these 150 rows for exact duplicates and flag any records that share the same company_group and date key? Fields are row_id, company_group, date, headcount, and open_roles.”
Audit workforce data for repeated entries
“We collected headcount and open_roles observations from multiple sources and suspect there are repeated rows. Can you deduplicate these 80 records and give me a report of which row_ids are duplicates?”
Validate headcount upload before reporting
“I'm about to submit our monthly headcount report but want to make sure there are no duplicate entries. Here are 60 company headcount records — please run exact row deduplication and tell me which ones appear more than once.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-038?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, local deduplication and duplicate key reporting specifically for company headcount and open_roles observation data (up to 200 rows) without any external API calls, predictions, or enrichment. It is ideal for data quality checks before ingesting workforce data into a warehouse or reporting pipeline. Not suitable for datasets exceeding 200 rows, fuzzy matching, or enrichment with external headcount sources.
Side effects
- Exceeding 200 rows triggers a validation error — batch must be split
- Missing required fields (row_id, company_group, date, headcount, open_roles) causes rejection
- Malformed date strings not matching YYYY-MM-DD pattern cause input validation failure
- Empty rows array (minItems:1 violated) results in an error
- Numeric fields outside allowed range (-1e12 to 1e12) are rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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