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Order Imports CSV Column Statistics
x402
Order 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 2026-10-16).
Computes per-column statistics for an uploaded order import CSV, validating structure and data distribution up to 1000 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Order imports — Column statistics: Column statistics for Order 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 statistics report covering data types, value distributions, min/max for numeric columns, unique value counts, and validation results against the declared allowed categories and numeric bounds. Covers up to 1000 rows of CSV data.
Example use cases
Pre-import order data quality check
“Before I load this CSV into our order management system, can you analyze each column and tell me the statistics — min, max, distinct values — for all columns? The file has order_id, ordered_on, customer_id, gross_amount, and item_count, comma-delimited, and gross_amount should be between 0 and 1000000.”
Validate customer category values in order export
“I exported our orders CSV and I need to confirm that the customer_id column only ever contains 'group-a', 'group-b', or 'group-c' — can you run column stats and flag any values outside that allowed list?”
Spot numeric anomalies in order line items
“Can you compute column statistics on my orders CSV to see if item_count or gross_amount have any weird values — I want to make sure nothing is below 0 or above 500000, with comma as the delimiter?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-orders-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, cheap ($0.01 USDC) column-level statistical validation of order import CSVs specifically — especially when you need to enforce numeric bounds and allowed category values without any external enrichment or large-scale batch processing beyond 1000 rows.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- Malformed CSV that cannot be parsed — error returned
- Cell length exceeds max_cell_length setting — validation failure
- More than 100 allowed_categories specified — schema violation
- Delimiter mismatch causing incorrect column parsing — silent data quality issues
- Empty CSV or missing required columns — error or empty stats 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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