Because it's a small city with a large proportion of transient residents made up of students and politicians. The NRL have a team there but this team gets little to no FTA coverage and regular crowds under 10k. Why bother?
Can you name any national sport around the world that doesn't have a team in the nations capital? There might be some in USA with all their swapping cities but I literally can't think of any others.