Arsenal were made to fight to beat Newcastle at St James' Park on Saturday.
A Fabricio Coloccini own goal gave the Gunners all three points in their 1-0 win.
Chelsea were stunned at Stamford Bridge as London rivals Crystal Palace came away with a famous 2-1 win.
West Ham turned on the style to outclass Liverpool at Anfield during their 3-0 win.
Manchester City continued their stunning form and maintain their 100% start to the season.
Newly-promoted Watford were powerless to resist as City cruised to a 2-0 victory.
Swansea continued to impress as they beat a disjointed Manchester United 2-1 from a goal down at the Liberty Stadium.