Ticker League

Union Pacific (UNP) seasonality heatmap

Returns across monthly, quarterly, and yearly periods. Cell color encodes signed magnitude; the scale auto-fits each table.

2026

Jan+1.6%
Feb+13.3%
Mar-8.4%
Apr+11.1%
May-2.5%
Jun+1.8%
Jul
Aug
Sep
Oct
Nov
Dec

2025

Jan+8.7%
Feb+0.1%
Mar-4.2%
Apr-8.7%
May+3.4%
Jun+3.8%
Jul-3.5%
Aug+1.3%
Sep+5.7%
Oct-6.8%
Nov+5.2%
Dec+0.4%

2024

Jan-0.7%
Feb+4.5%
Mar-3.1%
Apr-3.6%
May-1.3%
Jun-2.8%
Jul+9.0%
Aug+4.3%
Sep-3.8%
Oct-5.8%
Nov+5.4%
Dec-6.3%

2023

Jan-1.4%
Feb+2.2%
Mar-2.9%
Apr-2.8%
May-1.0%
Jun+6.3%
Jul+13.4%
Aug-4.4%
Sep-7.7%
Oct+2.0%
Nov+8.5%
Dec+9.6%

2022

Jan-2.9%
Feb+1.1%
Mar+11.1%
Apr-14.2%
May-5.6%
Jun-3.0%
Jul+6.6%
Aug-0.7%
Sep-13.2%
Oct+1.2%
Nov+10.3%
Dec-4.2%

2021

Jan-5.2%
Feb+4.8%
Mar+7.0%
Apr+0.8%
May+1.7%
Jun-2.1%
Jul-0.5%
Aug-0.4%
Sep-9.6%
Oct+23.2%
Nov-2.4%
Dec+7.4%

2020

Jan-0.8%
Feb-10.4%
Mar-11.7%
Apr+13.3%
May+6.9%
Jun-0.5%
Jul+2.5%
Aug+11.6%
Sep+2.3%
Oct-10.0%
Nov+15.7%
Dec+2.0%

2019

Jan+15.1%
Feb+6.0%
Mar-0.3%
Apr+5.9%
May-5.3%
Jun+1.4%
Jul+6.4%
Aug-9.4%
Sep+0.0%
Oct+2.1%
Nov+7.0%
Dec+2.7%

2018

Jan-0.4%
Feb-1.9%
Mar+3.2%
Apr-0.6%
May+7.4%
Jun-0.8%
Jul+5.8%
Aug+1.0%
Sep+8.1%
Oct-10.2%
Nov+5.7%
Dec-10.1%

2017

Jan+2.8%
Feb+1.9%
Mar-1.9%
Apr+5.7%
May-0.9%
Jun-1.3%
Jul-5.5%
Aug+2.9%
Sep+10.1%
Oct-0.2%
Nov+9.9%
Dec+6.0%

2016

Jan-7.9%
Feb+10.3%
Mar+0.9%
Apr+9.7%
May-2.8%
Jun+3.6%
Jul+6.6%
Aug+3.3%
Sep+2.1%
Oct-9.6%
Nov+15.6%
Dec+2.3%

2015

Jan-1.6%
Feb+3.1%
Mar-9.9%
Apr-1.9%
May-4.5%
Jun-5.5%
Jul+2.3%
Aug-11.6%
Sep+3.1%
Oct+1.1%
Nov-5.4%
Dec-6.8%

2014

Jan+3.7%
Feb+4.0%
Mar+4.0%
Apr+1.5%
May+4.6%
Jun+0.5%
Jul-1.4%
Aug+7.6%
Sep+3.0%
Oct+7.4%
Nov+0.7%
Dec+2.0%

2013

Jan+4.6%
Feb+4.8%
Mar+3.9%
Apr+3.9%
May+5.0%
Jun-0.2%
Jul+2.8%
Aug-2.7%
Sep+1.2%
Oct-2.5%
Nov+7.5%
Dec+3.7%

2012

Jan+7.9%
Feb-3.0%
Mar-2.5%
Apr+4.6%
May-0.4%
Jun+7.1%
Jul+2.8%
Aug-0.5%
Sep-2.3%
Oct+3.6%
Nov+0.3%
Dec+2.4%

2011

Jan+2.1%
Feb+1.2%
Mar+3.1%
Apr+5.2%
May+1.9%
Jun-0.6%
Jul-1.8%
Aug-9.6%
Sep-11.4%
Oct+21.9%
Nov+4.5%
Dec+2.4%

2010

Jan-5.3%
Feb+11.9%
Mar+8.8%
Apr+3.2%
May-5.2%
Jun-2.7%
Jul+7.4%
Aug-1.9%
Sep+12.2%
Oct+7.2%
Nov+3.2%
Dec+2.8%

2009

Jan-8.4%
Feb-13.8%
Mar+9.6%
Apr+19.5%
May+0.9%
Jun+5.6%
Jul+10.5%
Aug+4.4%
Sep-2.4%
Oct-5.5%
Nov+15.2%
Dec+1.0%

2008

Jan-0.7%
Feb+0.0%
Mar+0.9%
Apr+15.8%
May+13.4%
Jun-8.0%
Jul+9.2%
Aug+2.1%
Sep-15.2%
Oct-6.1%
Nov-24.7%
Dec-4.5%

2007

Jan+9.8%
Feb-2.1%
Mar+3.0%
Apr+12.4%
May+6.0%
Jun-4.6%
Jul+3.5%
Aug-6.1%
Sep+1.4%
Oct+13.2%
Nov-1.1%
Dec-0.4%

2006

Jan+9.8%
Feb+0.1%
Mar+5.8%
Apr-2.3%
May+2.0%
Jun+0.2%
Jul-8.6%
Aug-5.2%
Sep+9.5%
Oct+3.0%
Nov+0.3%
Dec+1.6%

2005

Jan-11.3%
Feb+6.4%
Mar+10.4%
Apr-8.3%
May+4.7%
Jun-2.7%
Jul+8.6%
Aug-2.9%
Sep+5.5%
Oct-3.6%
Nov+10.6%
Dec+5.7%

2004

Jan-7.3%
Feb-1.2%
Mar-5.5%
Apr-1.6%
May-1.1%
Jun+2.5%
Jul-5.1%
Aug+1.3%
Sep+3.2%
Oct+7.4%
Nov+0.8%
Dec+6.5%

2003

Jan-4.7%
Feb-3.3%
Mar+0.0%
Apr+8.2%
May+2.6%
Jun-4.6%
Jul+5.1%
Aug+0.0%
Sep-4.4%
Oct+7.7%
Nov+1.7%
Dec+9.6%

2002

Jan+8.8%
Feb-2.2%
Mar+2.8%
Apr-8.6%
May+7.8%
Jun+3.7%
Jul-7.3%
Aug+3.3%
Sep-4.1%
Oct+2.0%
Nov-1.9%
Dec+3.9%

2001

Jan+4.4%
Feb+3.7%
Mar+2.7%
Apr+1.2%
May+1.1%
Jun-4.2%
Jul-2.3%
Aug-0.7%
Sep-11.7%
Oct+10.9%
Nov+5.9%
Dec+4.0%

2000

Jan-8.0%
Feb-5.5%
Mar+3.5%
Apr+7.6%
May+0.9%
Jun-12.2%
Jul+16.2%
Aug-8.0%
Sep-1.7%
Oct+20.5%
Nov-0.7%
Dec+9.5%

1999

Jan+14.0%
Feb-8.9%
Mar+14.5%
Apr+12.0%
May-4.6%
Jun+2.5%
Jul-6.8%
Aug-10.4%
Sep-0.7%
Oct+15.9%
Nov-15.5%
Dec-6.8%

1998

Jan-4.3%
Feb-14.7%
Mar+10.5%
Apr-2.8%
May-11.7%
Jun-8.5%
Jul-4.5%
Aug-5.2%
Sep+7.6%
Oct+11.8%
Nov+2.0%
Dec-6.9%

1997

Jan-0.2%
Feb+0.5%
Mar-5.2%
Apr+12.4%
May+6.3%
Jun+3.6%
Jul+2.7%
Aug-9.5%
Sep-2.9%
Oct-2.2%
Nov-2.2%
Dec+5.3%

1996

Jan+1.0%
Feb-1.0%
Mar+4.8%
Apr-0.8%
May+3.0%
Jun+0.2%
Jul-2.0%
Aug+6.4%
Sep+1.0%
Oct+14.1%
Nov+3.7%
Dec+4.1%

1995

Jan+10.8%
Feb+3.8%
Mar+6.0%
Apr-1.4%
May+2.2%
Jun+1.0%
Jul+17.6%
Aug+0.5%
Sep+1.7%
Oct-1.3%
Nov+3.7%
Dec-1.9%

1994

Jan+4.2%
Feb-8.6%
Mar-4.2%
Apr+4.0%
May+0.0%
Jun-3.5%
Jul+4.2%
Aug-2.3%
Sep-6.3%
Oct-8.8%
Nov-4.8%
Dec-1.5%

1993

Jan-0.2%
Feb+1.0%
Mar+3.4%
Apr+1.4%
May+0.4%
Jun-0.6%
Jul+4.4%
Aug+4.0%
Sep-5.1%
Oct+1.1%
Nov+0.4%
Dec-0.5%

1992

Jan-12.1%
Feb+4.5%
Mar-0.5%
Apr+13.5%
May+0.0%
Jun-5.4%
Jul+3.3%
Aug-0.2%
Sep+5.8%
Oct+2.2%
Nov+8.5%
Dec-2.4%

1991

Jan+5.2%
Feb+3.6%
Mar-4.8%
Apr+9.4%
May+10.1%
Jun-4.2%
Jul+7.6%
Aug-1.4%
Sep+6.0%
Oct+4.7%
Nov-7.9%
Dec+15.0%

1990

Jan-3.0%
Feb+2.4%
Mar-4.0%
Apr-6.3%
May+4.9%
Jun-0.7%
Jul+6.8%
Aug-3.7%
Sep-7.0%
Oct-6.0%
Nov+7.2%
Dec+6.7%

1989

Jan+9.1%
Feb-3.4%
Mar-1.2%
Apr+6.7%
May+3.7%
Jun-3.6%
Jul+10.7%
Aug+3.3%
Sep-3.6%
Oct-3.7%
Nov-1.7%
Dec+6.4%

1988

Jan+1.5%
Feb+6.5%
Mar+10.3%
Apr+3.4%
May-3.3%
Jun+2.1%
Jul-5.4%
Aug-6.6%
Sep+5.2%
Oct+6.7%
Nov-3.3%
Dec+5.2%

1987

Jan+10.0%
Feb+6.2%
Mar+3.9%
Apr-4.9%
May-0.8%
Jun+11.9%
Jul+7.8%
Aug-5.6%
Sep+1.0%
Oct-34.0%
Nov-5.2%
Dec+8.8%

1986

Jan-7.6%
Feb+0.6%
Mar+10.5%
Apr-5.8%
May+4.5%
Jun+6.4%
Jul-9.0%
Aug+14.9%
Sep-3.8%
Oct+6.0%
Nov+6.6%
Dec-2.2%

1985

Jan+14.7%
Feb+3.8%
Mar+2.5%
Apr-3.0%
May+3.7%
Jun-3.6%
Jul+8.1%
Aug-2.9%
Sep-4.1%
Oct+4.3%
Nov+3.6%
Dec+5.7%

1984

Jan-3.1%
Feb-5.7%
Mar-2.0%
Apr+6.9%
May-5.8%
Jun-13.7%
Jul-10.3%
Aug+19.5%
Sep-2.2%
Oct-5.3%
Nov+2.4%
Dec+6.3%

1983

Jan-0.7%
Feb+0.7%
Mar+6.2%
Apr+11.0%
May+1.2%
Jun+4.6%
Jul-5.0%
Aug+3.5%
Sep-1.1%
Oct-0.6%
Nov-9.1%
Dec+1.9%

1982

Jan-8.5%
Feb-21.4%
Mar+0.0%
Apr-1.8%
May-2.8%
Jun-2.9%
Jul-8.7%
Aug+23.5%
Sep+7.8%
Oct+11.3%
Nov-0.7%
Dec+5.8%

1981

Jan-11.1%
Feb-3.5%
Mar+10.3%
Apr-18.7%
May-10.3%
Jun+7.7%
Jul+8.3%
Aug-16.5%
Sep-9.2%
Oct+6.5%
Nov+12.9%
Dec-7.8%

1980

Jan
Feb+21.1%
Mar-10.6%
Apr-10.2%
May+14.2%
Jun+0.8%
Jul+9.8%
Aug+2.2%
Sep+16.8%
Oct+21.3%
Nov+35.1%
Dec-13.7%

Avg

Jan+0.7%
Feb+0.5%
Mar+1.7%
Apr+2.2%
May+1.2%
Jun-0.6%
Jul+2.7%
Aug-0.2%
Sep-0.3%
Oct+2.6%
Nov+2.9%
Dec+1.8%

Median

Jan-0.3%
Feb+1.0%
Mar+2.7%
Apr+1.5%
May+1.1%
Jun-0.6%
Jul+3.4%
Aug-0.4%
Sep-0.3%
Oct+2.1%
Nov+2.8%
Dec+2.4%

Last 5Y Avg

Jan+1.1%
Feb+4.2%
Mar-1.5%
Apr-3.6%
May-1.4%
Jun+0.4%
Jul+5.0%
Aug+0.1%
Sep-5.7%
Oct+2.7%
Nov+5.4%
Dec+1.4%

Std Dev (σ)

Jan7.2%
Feb7.3%
Mar6.2%
Apr8.2%
May5.3%
Jun5.0%
Jul7.0%
Aug7.6%
Sep6.9%
Oct10.3%
Nov9.1%
Dec5.9%

Consistency (μ/σ)

Jan0.10
Feb0.07
Mar0.27
Apr0.27
May0.22
Jun-0.12
Jul0.38
Aug-0.02
Sep-0.04
Oct0.25
Nov0.32
Dec0.30

Win Rate (%)

Jan46%
Feb62%
Mar57%
Apr57%
May57%
Jun43%
Jul63%
Aug43%
Sep50%
Oct61%
Nov67%
Dec67%

Winning / Losing Months

Jan2125
Feb2918
Mar2720
Apr2720
May2720
Jun2026
Jul2917
Aug2026
Sep2323
Oct2818
Nov3115
Dec3115

Longest Win / Loss Streak

Jan45
Feb63
Mar74
Apr84
May53
Jun36
Jul73
Aug35
Sep85
Oct73
Nov63
Dec74

Best

Jan+15.1%2019
Feb+21.1%1980
Mar+14.5%1999
Apr+19.5%2009
May+14.2%1980
Jun+11.9%1987
Jul+17.6%1995
Aug+23.5%1982
Sep+16.8%1980
Oct+23.2%2021
Nov+35.1%1980
Dec+15.0%1991

Worst

Jan-12.1%1992
Feb-21.4%1982
Mar-11.7%2020
Apr-18.7%1981
May-11.7%1998
Jun-13.7%1984
Jul-10.3%1984
Aug-16.5%1981
Sep-15.2%2008
Oct-34.0%1987
Nov-24.7%2008
Dec-13.7%1980
−34.0%+35.1%

Frequently asked questions

Data & methodology