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Unique Token Traders Per Trade — Distribution Histogram
x402
Unique Token Traders Per Trade — Distribution Histogram is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-13).
Generates a distribution histogram of unique observed token traders per trade ratio across supplied token observations.
Price / call$0.01
Success—
StatusUnknown
How this service works
Unique observed token traders per trade — Distribution histogram: Distribution histogram for Unique observed token traders per trade. Supplied token observations only. Deterministic calculation or caller-threshold verdict, not a live scan, safety proof or trade recommendation. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one bounded distribution histogram report.
Output
A bounded distribution histogram report showing how unique observed token traders per trade are distributed across the supplied token observations, broken into the specified number of bins with frequency or count data per bin range.
Example use cases
Token trader concentration analysis
“I have about 50 token observations with trade counts and unique trader counts. Can you bin them into 8 buckets and show me the histogram of how unique traders per trade are distributed — I want to see if most tokens have concentrated or diverse trader bases?”
Comparing token liquidity profiles
“Run a distribution histogram with 5 bins on this set of token observations — trade counts ranging from 500 to 50000 with unique traders from 50 to 5000 — so I can see the spread of trader diversity ratios across the dataset.”
Detecting anomalous trading patterns
“Generate a 15-bin histogram of unique traders per trade for these 30 token observations I'm analyzing; I want to spot any outlier clusters where trader counts are unusually high or low relative to trade volume.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-token-unique-trade-ratio-histogram?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have a batch of token observation records (each with a trade count and unique trader count) and need a statistical distribution histogram of the trader-per-trade ratio. It is deterministic — not a live scan or safety recommendation — making it suitable for reproducible analytics pipelines. Prefer it over raw ratio calculations when you need binned frequency data across many observations rather than a single-token metric.
Side effects
- fewer than 2 rows supplied — minimum 2 rows required
- rows exceed 200 items — maximum array size exceeded
- trade_count is zero or negative — exclusiveMinimum:0 violation
- bins value exceeds 30 or is less than 1
- missing required fields unique_traders or trade_count in any row
- payment failure — 0.01 USDC not confirmed via x402 protocol
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| bins | integer | |
| rows | array |
Tags
x402
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