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Company Headcount Observations — Duplicate Key Report + Explicit Missing-Value Fill
x402
Company Headcount Observations — Duplicate Key Report + 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 2026-10-15).
Analyzes up to 200 company headcount observation rows to produce a duplicate key report and fill missing headcount or open_roles values using zero, mean, or median imputation.
Price / call$0.01
Success—
StatusUnknown
How this service works
Company headcount observations — Duplicate key report + Explicit missing-value fill: Duplicate key report + 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 independent analytical reports: (1) a duplicate key report identifying rows that share the same key fields (row_id, company_group, date), and (2) a missing-value fill report showing where null headcount or open_roles values were replaced using the chosen method (zero, mean, or median). No external data is fetched; all analysis is performed on the supplied rows.
Example use cases
HR data quality audit before reporting
“I need to clean up my company headcount records before the quarterly report — can you check these 80 rows for duplicate company-date combinations and fill any missing headcount values using median imputation?”
Recruitment data gap filling
“My open_roles data has some nulls scattered across company groups — can you fill those missing open_roles values using mean imputation across these 150 headcount observation rows and also flag any duplicate row IDs?”
Workforce dataset deduplication check
“Before I merge these headcount datasets, can you run a duplicate key report on these 200 rows grouped by company_group and date, and also fill any missing headcount values with zero so I know exactly what I'm working with?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-12-070?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a duplicate key audit and missing-value imputation on company headcount data (headcount and open_roles fields) in a single call for up to 200 rows. It is purpose-built for HR and workforce datasets with company_group and date dimensions. Prefer it over generic data-cleaning tools when you need deterministic, locally-computed reports without any external lookups or predictions, and when the flat-rate $0.01 USDC per call (covering both reports) fits your budget.
Side effects
- Input array is empty or exceeds 200 rows — rejected with validation error
- Invalid date format (not YYYY-MM-DD) causes row rejection
- Invalid field enum value (not 'headcount' or 'open_roles') returns error
- Invalid method enum value (not 'zero', 'mean', 'median') returns error
- row_id missing or blank causes schema validation failure
- Numeric values outside allowed range cause validation errors
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| method | string |
Tags
x402
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