These figures are computed from 15 years of actual monthly closing prices. Past seasonal patterns are not a guarantee of future performance. See our methodology for how this is calculated, or visit the Academy to learn how to read seasonal data responsibly.
Union Pacific seasonality — common questions
What is Union Pacific's best month historically?
Historically, November has been Union Pacific's strongest month, averaging +5.90% with a 87% win rate over 15 years of data. September has been the weakest at -0.82%.
Is Union Pacific seasonal?
Union Pacific shows a measurable seasonal pattern: its best and worst months differ by 6.72 percentage points on average. These figures come from 15 years of real monthly closing prices. Seasonality is a historical tendency, not a prediction.
How does Union Pacific historically perform in July?
Union Pacific is currently in July, which has historically averaged +3.10% with a 69% win rate. That has historically been a seasonally favourable window.
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