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Company Headcount Observations — Adjacent Row Changes + Explicit Missing-Value Fill
x402
Company Headcount Observations — Adjacent Row Changes + Explicit Missing-Value Fill 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).
Computes adjacent row changes and fills missing values (headcount or open_roles) for up to 200 company headcount observation records using local analytical engines.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Adjacent row changes + Explicit missing-value fill: Adjacent row changes + Explicit missing-value fill 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 reports for the supplied rows: (1) an adjacent row changes report showing the delta between consecutive observations per company group for the chosen field, and (2) an explicit missing-value fill report replacing nulls in the chosen field using the selected method (zero, mean, or median). Both reports are computed locally without external lookups.
Example use cases
Quarterly headcount delta tracking
“I've got monthly headcount snapshots for three company groups from Q1 — can you compute the adjacent row changes in headcount and fill any missing values with the median so I can see growth trends?”
Open roles gap imputation
“My open_roles data has some nulls scattered across company groups — can you fill those missing open_roles values using mean imputation and also show me the row-to-row changes for each entry?”
Workforce data cleaning before reporting
“Before I generate our board report, I need to clean up this headcount dataset of about 150 rows: fill missing headcount figures with zero and compute consecutive row deltas for each company group.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-162?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both adjacent row change detection and missing-value imputation on company headcount or open_roles data in a single low-cost call. Ideal for small-to-medium datasets (up to 200 rows) where you want offline, deterministic analysis without live data lookups or predictions.
Side effects
- Rows exceed 200-item limit — request rejected
- Invalid date format (not YYYY-MM-DD) — validation error
- Missing required fields (row_id, company_group, date) — schema error
- Unsupported fill method value — enum validation error
- Unsupported field value — enum validation error
- Payment not provided or insufficient USDC — 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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