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Token Holder Observations — CSV Column Statistics
x402
Token Holder 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).
Computes per-column descriptive statistics for a CSV dataset of token holder observations, validating structure and data quality up to 1,000 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Token holder observations — Column statistics: Column statistics for Token holder 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 column statistics report covering each column in the submitted CSV: data type inference, count of non-null values, min/max, mean, distinct value counts, and category validation results — all computed locally without external enrichment, covering up to 1,000 rows.
Example use cases
Validate weekly token holder snapshot
“I've got a fresh CSV of weekly token holder snapshots with columns for observation_id, date, token_address, holder_count, and circulating_tokens — can you run column statistics on it, flag anything outside the range 0 to 500,000,000, and check that the only allowed token addresses are 'group-a', 'group-b', and 'group-c'? The delimiter is a comma.”
Audit token distribution data quality
“Before I load this into my dashboard, run column stats on my token holder observations CSV to make sure the data looks clean — numeric ranges should be between -1,000,000 and 1,000,000, delimiter is a semicolon, and flag any category values that aren't 'mainnet' or 'testnet'.”
Profile circulating supply columns for reporting
“I need a quick statistical profile of the circulating_tokens and holder_count columns from my token holder CSV — comma-separated, max cell length 200 characters, values should all be positive integers up to 10,000,000,000. Can you generate that column stats report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-token-holders-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, offline column-level statistical profiling and validation of a token holder observations CSV without external data enrichment. It is purpose-built for the token holder domain schema (observation_id, observed_on, token_address, holder_count, circulating_tokens) and supports category allow-listing and numeric range enforcement in a single call for $0.01 USDC. Prefer it over generic CSV validators when you need domain-specific presets and integrated payment via x402.
Side effects
- CSV exceeds 100,000 characters — request rejected with payload too large error
- More than 1,000 rows submitted — validation truncated or rejected
- Cell content exceeds max_cell_length — parsing error returned
- Category values outside allowed_categories list — flagged as validation failures
- Malformed CSV (unmatched quotes, wrong delimiter) — parse error returned
- Numeric values outside declared minimum/maximum bounds — out-of-range flags in output
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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