9) Tottenham Hotspur
Despite failing again to bring in Champions League football, Tottenham Hotspur still keep their loyal fanbase in, with an average attendance of 36,119 – the 9th highest in the Premier League. Although some way behind their north London neighbours Arsenal, Spurs are still one of the most well supported clubs in the land.