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Invoice Imports — CSV Column Statistics
x402
Invoice Imports — CSV 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 column-level statistics for a CSV dataset representing invoice import records, validating structure and summarizing each column's data profile.
Price / call$0.01
Success—
StatusUnknown
How this service works
Invoice imports — Column statistics: Column statistics for Invoice 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
Returns a per-column statistical report for the submitted invoice CSV, including data type inference, value ranges for numeric columns, category conformance checks against the allowed list, cell length validation, and a summary of any anomalies or constraint violations found.
Example use cases
Pre-import invoice data quality check
“Before I import this invoice CSV into our accounting system, can you run column statistics on it to check that all net_amount and tax_amount values are between -500000 and 500000, the delimiter is a comma, and account_id only contains 'group-a' or 'group-b'? Here's the CSV data.”
Validating invoice categories from partner feed
“I received an invoice CSV from a partner and need to confirm that the account_id column only contains our approved categories — 'enterprise', 'smb', and 'startup' — and that numeric columns stay within -1000000 and 1000000. Can you profile the columns and flag any violations?”
Auditing invoice CSV structure before ETL pipeline
“I'm building an ETL pipeline and want to audit the column statistics of this invoice CSV file — comma-separated, up to 1000 rows — to understand value ranges, category distributions, and whether any cells exceed 500 characters before I load it downstream.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-invoices-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, structured column-level profiling of invoice-specific CSV data with built-in numeric range validation and category allowlist checking. It is purpose-built for invoice import schemas (invoice_id, issued_on, account_id, net_amount, tax_amount) and ideal for pre-import validation pipelines where you want a lightweight, paid-per-call report without setting up a general-purpose data profiling tool.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- Delimiter mismatch causes mis-parsed columns
- More than 1000 rows submitted — truncation or rejection
- Allowed categories list exceeds 100 entries
- Cell length exceeds max_cell_length threshold — flagged or rejected
- Malformed CSV (unclosed quotes, inconsistent columns) — parse error returned
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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