Swansea maintained their good start to the season with a 1-0 win over newly promoted Burnley at the Liberty Stadium.
Nathan Dyer's solo effort in the 23rd minute ensured the Swans jumped up to second on the Premier League table, level on points with leaders, Chelsea.
West Ham United added to Crystal Palace's woes, with a 3-1 win at Selhurst Park on Saturday afternoon.
Mauro Zarate and Stewart Downing put the Hammers 2-0 up in the first half, before Maroune Chamakh pulled one back for Palace just after the halftime break, but Carlton Cole sealed the win in the 62nd minute.
Southampton picked up their first point of the new campaign after drawing 0-0 with West Bromwich Albion at St Mary's.
In the early game, 10-man Newcastle United and Aston Villa played out to a 0-0 draw at Villa Park.
The Magpies finished the game with 10 men after Mike Williamson was shown his second yellow card of the game midway through the second half.