The Border collie ranked highly because of its intelligence, obedience, and average lifespan of 12 years.
Developed in the Scottish border region for herding livestock experts say they have unlimited energy and stamina.
It wasn't all good news for the collie. The same study also placed it 29th in a list of family friendly breeds.
Bulldogs, who only have an eight year lifespan, fell down in the data because of their lack of intelligence, price, and poor health.
Other dogs who were also reportedly labelled overrated, included the German shepherd, Great Dane and the Saint Bernard.
The Bulldog was said to be the most overrated breed. Photo / Thinkstock
The research apparently named the Border terrier as the most 'over-looked treasure.'
Mr McCandless, who is not a dog owner, uses visual representations to display the data on his website.
He has had his work displayed at Tate Britain and the Museum of Modern Art.
Mr McCandless latest book Knowledge is Beautiful is available now.
- Daily Mail