We’re smarter together. Learn from this collection of community knowledge and add your expertise.

A point for the nice guys – red cards don’t lead to wins

by Community Manager on ‎06-19-2014 10:55 AM - edited on ‎10-05-2015 04:46 PM by Community Manager (1,673 Views)

Rough play is part of football. Some level of aggression is needed to perform well – especially at the all-time competitive level of the World Cup. But like with everything, there’s a limit. When aggressive play reaches its tipping point and red cards run wild, wins aren’t necessarily the result. And yet top-ranked Brazil has received the most red cards in World Cup history, according to Mail Online, while Australia is the ‘dirtiest,’ receiving four red cards over 10 matches.


You’ll see the weak relationship between red cards and wins in the SAS Visual Analytics correlation matrix below, based on 2010 World Cup data. (This is the same matrix referenced in Who says you have to be rich to win a football game?)



Quick tip: darker color = higher correlation. The World Cup data came from The Guardian and the GDP data came from the World Bank’s public site.


Are there any other relationships of interest to you? Dive into other commentary on SAS Visual Analytics World Cup-related graphs for ideas.

Your turn
Sign In!

Want to write an article? Sign in with your profile.

Looking for the Ask the Expert series? Find it in its new home: communities.sas.com/askexpert.