Liverpool lost 3-2 at third tier Oldham, whilst Tottenham were beaten 2-1 by second tier Leeds. Chelsea also struggled against third tier opposition in Brentford, drawing 2-2.
On Saturday Luton became the first fifth tier side to win a game against a top division side for over 20 years as they beat Norwich 1-0.
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Summer 2016 is set to be a very exciting time for football fans, as this is when the long awaited Euro 2016 tournament kicks off.
Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.