The word that best completes the sentence is "fanatical."
The completed sentence would read: "Some of the team's fans were fanatical and spent incredible amounts of time and money following them around the country."
"Fanatical" describes fans who have extreme enthusiasm or devotion, which fits the context of spending significant time and money supporting a team.