$XRP
📊 Understanding XRP Price “Distribution”
If you're referring to price distribution, like how often XRP trades within certain price ranges, you'll typically analyze a histogram of historical daily closing prices or returns. While I can't generate the full histogram chart here, I can explain the underlying dynamics:
1. 52-Week Price Range
Low: ~$0.43
High: ~$3.65
2. Recent 30‑Day Movement
XRP rose from about $2.20 to $3.65 over July 2025 — a gain of nearly 45% .
The daily closing price averaged around $2.95, with highest closing around $3.66, and lowest around $2.20 .
3. Long-Term Distribution Trends
Generally, XRP’s prices have a heavy-tailed distribution (i.e. power-law behavior), meaning extreme moves—especially large gains—occur more often than under a normal (bell‑curve) model .
Statistically, the largest daily positive returns are more frequent and extreme compared to negative returns .
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🧭 Interpreting Price Distribution
If you visualized daily closing prices from recent months in bins (for instance, ranges such as $2.20–$2.50, $2.50–$2.80, etc.), you’d likely see higher concentration around $2.7–$3.1, with fewer days below $2.5 and some spikes above $3.4 driven by bullish momentum.