From a outsider in the cold north, based on fanbase i find in Canada (mind you Manchester United eat most of the competition alive in support)
1) Manchester United
2) Chelsea
3) Arsenal
4) Liverpool
5) Manchester City
6) Aston Villa
7) New Castle
8) Tottenham Hotspur
9) Everton
10) Southampton