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274.38 2.12 (0.78%) 08/07/2026
Amazon.com, Inc. (AMZN)
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Historical Price Distribution Analysis
Positive vs Negative Occurrences
Positive Occurance46.03%
Negative Occurance53.97%
Ratio0.85
Average Up/Down Moves
Average Positive Move1.47%
Average Negative Move-1.48%
Ratio-0.99
Maximum Up/Down Moves
Largest Positive Move5.25%
Largest Negative Move-4.38%
Ratio-1.20



Intervals Distribution Statistics
Most Recent intervals return of -0.77% ranks in the 34th percentile — within its typical range.
Central Tendency & Dispersion
Mean Return-0.12%
Median Return-0.15%
Std Dev (Volatility)1.86%
Observations126
Distribution Shape
Skewness0.04
Excess Kurtosis0.01
Jarque-Bera0.0 (normal)
Roughly symmetric.
Near-normal tails.
Tail Risk & Expectancy
Value at Risk (95%)-3.38%
Value at Risk (99%)-4.05%
Expected Shortfall (CVaR 95%)-3.84%
Expectancy / Period-0.12%

Percentile Band
5th 25th Median 75th 95th
-3.38% -1.39% -0.15% 1.18% 2.76%
90% of intervals returns fall between -3.38% and 2.76%.

Key Observations
AMZN posted 126 intervals returns averaging -0.12% (median -0.15%) with a 1.86% standard deviation. The distribution is roughly symmetric with near-normal tails, and a Jarque-Bera test classifies it as approximately normal — σ-based estimates are reliable. Positive periods occurred 46.0% of the time, giving an expectancy of -0.12% per period. In the worst 5% of periods, returns fell below -3.38%, averaging -3.84% (Expected Shortfall). The most recent move of -0.77% ranks in the 34th percentile — within its typical range.







Top 10 Negative Returns
DateReturns (%)
31-Jul | 03-Aug-2026-4.38
03-Sep | 04-Sep-2025-4.11
31-Oct | 03-Nov-2025-3.85
29-Jul | 30-Jul-2026-3.76
03-Mar | 04-Mar-2026-3.73
13-Apr | 14-Apr-2026-3.67
07-Apr | 08-Apr-2026-3.38
23-Apr | 24-Apr-2026-3.38
26-Jun | 29-Jun-2026-3.10
21-Aug | 22-Aug-2025-3.01
Top 10 Positive Returns
DateReturns (%)
09-Oct | 10-Oct-20255.25
04-Feb | 05-Feb-20264.63
16-Jan | 20-Jan-20263.52
09-Sep | 10-Sep-20253.43
29-Oct | 30-Oct-20253.34
24-Jun | 25-Jun-20263.20
12-Nov | 13-Nov-20252.79
05-Mar | 06-Mar-20262.69
09-Jun | 10-Jun-20262.60
17-Mar | 18-Mar-20262.54


Intervals Negative Returns Intervals Positive Returns
Return% Occurance# OccuranceReturn% Occurance# Occurance
below 0.0% 23.53 16 above 0.0% 15.52 9
below -0.5% 19.12 13 above 0.5% 22.41 13
below -1.0% 17.65 12 above 1.0% 22.41 13
below -1.5% 13.24 9 above 1.5% 18.97 11
below -2.0% 7.35 5 above 2.0% 3.45 2
below -2.5% 4.41 3 above 2.5% 6.90 4
below -3.0% 5.88 4 above 3.0% 5.17 3
below -3.5% 5.88 4 above 3.5% 1.72 1
below -4.0% 2.94 2 above 4.0%
below -4.5% above 4.5% 1.72 1
below -5.0% above 5.0% 1.72 1
below -6.0% above 6.0%
below -7.0% above 7.0%
below -8.0% above 8.0%
below -9.0% above 9.0%
below -10.0% above 10.0%

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