In terms of support, quite possible yes.
In terms of history, Huddersfield were enormous in their day - Under Herbert Chapman before he went to Arsenal in the 1930's.
EDIT: or rather the 1920's
League
First Division
Champions: 1923–24, 1924–25, 1925–26
Runners-up: 1926–27, 1927–28...