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Company Headcount Observations — Exact Row Deduplication + Adjacent Row Changes
x402
Company Headcount Observations — Exact Row Deduplication + Adjacent Row Changes 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 rows and detects adjacent row changes in company headcount observation data (headcount, open_roles) for up to 200 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Exact row deduplication + Adjacent row changes: Exact row deduplication + Adjacent row changes 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 version of the input rows with exact duplicates identified/removed, and (2) a report of adjacent row changes showing where the selected field (headcount or open_roles) changed between consecutive rows within each company group, all processed locally without external data lookups.
Example use cases
HR data pipeline deduplication
“We're ingesting daily headcount snapshots from multiple company groups and the data has a lot of repeated rows — can you deduplicate the exact duplicates and flag where headcount changed between consecutive rows? Here are the records for the past quarter.”
Workforce change monitoring
“I want to know which days saw actual headcount changes versus which entries are just repeated copies — run the deduplication and adjacent-row change detection on these 150 headcount observation rows grouped by company division.”
Open roles trend audit
“Can you check these open_roles records for exact duplicate rows and also identify consecutive entries where the open_roles number shifted? I need to clean up the dataset before building our hiring trend report.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-046?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need to clean company headcount timeseries data by removing exact duplicate rows AND simultaneously identify where headcount or open_roles values changed between consecutive observations, all in a single $0.01 call covering up to 200 rows. Prefer this over generic deduplication tools when your data is specifically structured as company-grouped, date-stamped headcount observations.
Side effects
- rows array exceeds 200 items — request rejected
- missing required fields (row_id, company_group, date, headcount, open_roles) — validation error
- invalid date format not matching YYYY-MM-DD — schema rejection
- empty rows array — minimum item constraint violated
- field enum value other than 'headcount' or 'open_roles' — validation error
- payment failure via x402 protocol — endpoint not served
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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