Ticker League

Expedia Group (EXPE) seasonality heatmap

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

2026

Jan-6.5%
Feb-18.6%
Mar+7.3%
Apr+7.6%
May-9.1%
Jun-0.4%
Jul
Aug
Sep
Oct
Nov
Dec

2025

Jan-8.3%
Feb+15.8%
Mar-14.9%
Apr-6.6%
May+6.5%
Jun+1.2%
Jul+6.8%
Aug+19.4%
Sep-0.5%
Oct+2.9%
Nov+16.4%
Dec+10.8%

2024

Jan-2.3%
Feb-7.8%
Mar+0.7%
Apr-2.3%
May-16.2%
Jun+11.6%
Jul+1.3%
Aug+8.9%
Sep+6.4%
Oct+5.6%
Nov+18.1%
Dec+0.9%

2023

Jan+30.5%
Feb-4.7%
Mar-11.0%
Apr-3.2%
May+1.9%
Jun+14.3%
Jul+12.0%
Aug-11.5%
Sep-4.9%
Oct-7.5%
Nov+42.9%
Dec+11.5%

2022

Jan+1.4%
Feb+7.0%
Mar-0.2%
Apr-10.7%
May-26.0%
Jun-26.7%
Jul+11.8%
Aug-3.2%
Sep-8.7%
Oct-0.2%
Nov+14.3%
Dec-18.0%

2021

Jan-6.3%
Feb+29.7%
Mar+6.9%
Apr+2.4%
May+0.4%
Jun-7.5%
Jul-1.7%
Aug-10.2%
Sep+13.4%
Oct+0.3%
Nov-2.0%
Dec+12.2%

2020

Jan+0.3%
Feb-9.1%
Mar-42.7%
Apr+26.1%
May+12.0%
Jun+3.4%
Jul-1.5%
Aug+21.2%
Sep-6.6%
Oct+2.7%
Nov+32.2%
Dec+6.4%

2019

Jan+5.9%
Feb+3.4%
Mar-3.3%
Apr+9.1%
May-11.2%
Jun+15.7%
Jul-0.2%
Aug-1.7%
Sep+3.3%
Oct+1.7%
Nov-25.3%
Dec+6.4%

2018

Jan+6.9%
Feb-17.8%
Mar+5.3%
Apr+4.3%
May+5.4%
Jun-0.7%
Jul+11.4%
Aug-2.3%
Sep-0.0%
Oct-3.9%
Nov-3.5%
Dec-6.7%

2017

Jan+7.3%
Feb-2.1%
Mar+6.2%
Apr+6.0%
May+7.7%
Jun+3.6%
Jul+5.0%
Aug-5.0%
Sep-3.0%
Oct-13.4%
Nov-1.5%
Dec-2.2%

2016

Jan-18.7%
Feb+3.0%
Mar+3.8%
Apr+7.4%
May-3.7%
Jun-4.4%
Jul+9.7%
Aug-6.2%
Sep+7.0%
Oct+10.7%
Nov-3.8%
Dec-8.7%

2015

Jan+0.7%
Feb+6.8%
Mar+2.8%
Apr+0.1%
May+14.0%
Jun+1.9%
Jul+11.1%
Aug-5.1%
Sep+2.3%
Oct+15.8%
Nov-9.5%
Dec+1.0%

2014

Jan-6.7%
Feb+20.9%
Mar-7.5%
Apr-2.1%
May+3.5%
Jun+7.5%
Jul+0.8%
Aug+8.4%
Sep+2.0%
Oct-3.0%
Nov+2.7%
Dec-2.0%

2013

Jan+6.2%
Feb-2.1%
Mar-5.9%
Apr-7.0%
May+3.2%
Jun+4.6%
Jul-21.6%
Aug-0.5%
Sep+10.8%
Oct+13.8%
Nov+8.3%
Dec+9.4%

2012

Jan+11.5%
Feb+5.2%
Mar-1.5%
Apr+27.5%
May+7.8%
Jun+4.7%
Jul+18.6%
Aug-9.7%
Sep+12.6%
Oct+2.3%
Nov+4.8%
Dec+0.2%

2011

Jan+0.2%
Feb-21.1%
Mar+15.0%
Apr+10.4%
May+12.6%
Jun+3.5%
Jul+9.3%
Aug-3.9%
Sep-15.0%
Oct+2.0%
Nov+6.5%
Dec+121.8%

2010

Jan-16.8%
Feb+3.9%
Mar+12.8%
Apr-5.4%
May-8.1%
Jun-12.8%
Jul+20.8%
Aug+1.3%
Sep+23.5%
Oct+2.6%
Nov-8.6%
Dec-4.6%

2009

Jan+8.3%
Feb-10.7%
Mar+13.8%
Apr+49.7%
May+27.3%
Jun-12.8%
Jul+37.1%
Aug+11.4%
Sep+3.8%
Oct-5.3%
Nov+12.5%
Dec+1.0%

2008

Jan-27.2%
Feb-0.4%
Mar-4.6%
Apr+15.5%
May-4.0%
Jun-24.2%
Jul+6.4%
Aug-9.8%
Sep-14.5%
Oct-37.1%
Nov-11.6%
Dec-1.8%

2007

Jan+2.3%
Feb-0.9%
Mar+9.0%
Apr+1.9%
May+1.8%
Jun+21.9%
Jul-9.1%
Aug+12.2%
Sep+6.7%
Oct+2.5%
Nov-0.2%
Dec-3.0%

2006

Jan+8.6%
Feb-27.1%
Mar+6.9%
Apr-8.0%
May-23.8%
Jun+5.4%
Jul-10.5%
Aug+21.8%
Sep-3.9%
Oct+3.6%
Nov+11.8%
Dec+15.4%

2005

Jan
Feb
Mar
Apr
May
Jun
Jul
Aug+117.0%
Sep-11.0%
Oct-4.8%
Nov+32.0%
Dec-3.7%

Avg

Jan-0.1%
Feb-1.3%
Mar-0.1%
Apr+5.8%
May+0.1%
Jun+0.5%
Jul+5.9%
Aug+7.3%
Sep+1.1%
Oct-0.4%
Nov+6.5%
Dec+7.0%

Median

Jan+0.7%
Feb-0.9%
Mar+2.8%
Apr+2.4%
May+1.9%
Jun+3.4%
Jul+6.6%
Aug-1.7%
Sep+2.0%
Oct+2.0%
Nov+4.8%
Dec+0.9%

Last 5Y Avg

Jan+3.0%
Feb-1.6%
Mar-3.6%
Apr-3.0%
May-8.6%
Jun-1.4%
Jul+6.1%
Aug+0.7%
Sep+1.1%
Oct+0.2%
Nov+17.9%
Dec+3.5%

Std Dev (σ)

Jan12.2%
Feb13.8%
Mar12.6%
Apr14.4%
May12.8%
Jun12.4%
Jul12.5%
Aug27.3%
Sep9.7%
Oct10.8%
Nov16.2%
Dec27.5%

Consistency (μ/σ)

Jan-0.01
Feb-0.09
Mar-0.00
Apr0.41
May0.01
Jun0.04
Jul0.47
Aug0.27
Sep0.12
Oct-0.04
Nov0.40
Dec0.25

Win Rate (%)

Jan62%
Feb43%
Mar57%
Apr62%
May62%
Jun65%
Jul70%
Aug43%
Sep52%
Oct62%
Nov57%
Dec57%

Winning / Losing Months

Jan138
Feb912
Mar129
Apr138
May138
Jun137
Jul146
Aug912
Sep1110
Oct138
Nov129
Dec129

Longest Win / Loss Streak

Jan43
Feb34
Mar43
Apr74
May51
Jun53
Jul53
Aug35
Sep52
Oct42
Nov45
Dec33

Best

Jan+30.5%2023
Feb+29.7%2021
Mar+15.0%2011
Apr+49.7%2009
May+27.3%2009
Jun+21.9%2007
Jul+37.1%2009
Aug+117.0%2005
Sep+23.5%2010
Oct+15.8%2015
Nov+42.9%2023
Dec+121.8%2011

Worst

Jan-27.2%2008
Feb-27.1%2006
Mar-42.7%2020
Apr-10.7%2022
May-26.0%2022
Jun-26.7%2022
Jul-21.6%2013
Aug-11.5%2023
Sep-15.0%2011
Oct-37.1%2008
Nov-25.3%2019
Dec-18.0%2022
−42.7%+121.8%

Frequently asked questions

Data & methodology