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Token Pool Observations — CSV Column Statistics
x402
Token Pool Observations — 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 2026-10-15).
Validates a CSV of token pool observations and returns per-column statistics such as min, max, nulls, and category distributions.
Price / call$0.01
Success—
StatusUnknown
How this service works
Token pool observations — Column statistics: Column statistics for Token pool observations. 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 structured column statistics report covering each column in the submitted CSV: numeric columns get min, max, mean, null count, and range validation results; categorical columns get value frequency distributions and allowed-category violation flags. Up to 1000 rows are analyzed per call.
Example use cases
Validate DeFi liquidity pool data export
“I have a CSV export of token pool observations with columns like pool_address, liquidity_usd, and volume_usd — can you validate it and give me column-level stats, making sure numeric values stay between 0 and 1000000000000 and pool_address only has 'pool-eth' or 'pool-btc' as values?”
Audit data quality before pipeline ingestion
“Before I load this token pool CSV into our pipeline, can you compute column statistics on it and flag any cells longer than 500 characters or numeric values outside the range -1000000 to 1000000?”
Spot-check category distribution in pool dataset
“I've got a semicolon-delimited CSV of token pool observations and I want to make sure the pool_address column only ever contains 'group-a', 'group-b', or 'group-c' — can you run column stats and validate that for me?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-token-pools-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, cheap ($0.01 USDC) column-level statistical validation of a token pool observations CSV — especially when you want to enforce numeric bounds and categorical allowlists in a single call without external enrichment. Best suited for DeFi data pipelines validating pool snapshots before ingestion or downstream analysis.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- More than 1000 rows in CSV — only first 1000 processed or rejected
- Cell exceeds max_cell_length — validation error returned
- Numeric value outside declared minimum/maximum bounds — flagged in report
- Disallowed category value found — flagged per column
- Malformed CSV (unmatched quotes, wrong delimiter) — parse error returned
- Empty CSV string — rejected with minLength violation
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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