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Timesheet Imports — Column Statistics
x402
Timesheet Imports — Column Statistics 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 per-column statistics for a timesheet CSV upload, validating structure and summarizing numeric ranges and categorical distributions up to 1000 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Timesheet imports — Column statistics: Column statistics for Timesheet imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV column statistics report.
Output
A per-column statistics report covering numeric ranges (min, max, mean), categorical value distributions, cell length violations, and validation results against declared allowed categories and numeric bounds — delivered as a structured JSON summary for up to 1000 CSV rows.
Example use cases
Pre-import timesheet data audit
“Before I upload this timesheet CSV to payroll, can you analyze each column and tell me if any worked_hours values are negative or any project_id values aren't in my allowed list of group-a or group-b?”
Hourly rate range validation
“I have a timesheet CSV with hourly_rate and worked_hours columns — can you compute column statistics and flag anything where the hourly rate is outside 10 to 500?”
Automated CSV quality check for billing
“Every week I get a timesheet CSV from contractors with columns entry_id, worked_on, project_id, worked_hours, and hourly_rate — can you profile the columns and summarize how many rows are valid versus out of range?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-timesheets-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, structured column-level statistics and validation for timesheet-specific CSV data (entry IDs, dates, project codes, hours, rates) without requiring external enrichment. Ideal for pre-import quality gates, automated payroll pipeline checks, or contractor billing audits where you need both numeric range validation and categorical allowlist enforcement in a single call.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- CSV has fewer than 1 or malformed rows — parse error returned
- Delimiter mismatch causes single-column parse — incorrect statistics
- Cell length exceeds max_cell_length — validation warning or truncation
- Numeric columns contain non-numeric values — column may be treated as categorical
- More than 100 allowed_categories supplied — rejected by schema constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| csv | string | |
| maximum | number | |
| minimum | number | |
| delimiter | string | |
| max_cell_length | integer | |
| allowed_categories | array |
Tags
x402
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