The Clarets recovered from a nightmare start to draw 1-1, having conceded to a Neco Williams goal after just two minutes on the clock.
But Scott Parker’s side fought back well and levelled through Jaidon Anthony, who netted for the third time this season already.
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Burnley were the stronger side at the start of the second-half and had chances to edge their noses in front, but were unable to find that killer touch.
Ange Postecoglou’s side ended the game the stronger, but they found Martin Dubravka in inspired form in the Burnley goal.
Here’s how Burnley’s players rated:
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9. Loum Tchaouna - 7/10
Diverted the ball towards Anthony for Burnley’s equaliser and came within a whisker of scoring with his free-kick that cannoned off the bar. (Photo by George Wood/Getty Images) Photo: George Wood
10. Jaidon Anthony - 8/10
Continued his fine start to the season with his third of the campaign. A bit of a scruffy effort, but they all count. Could have bagged a second after the restart too (Photo by George Wood/Getty Images) Photo: George Wood
11. Lyle Foster - 8/10
Another tireless shift from the striker, who never stopped running and combined well with Anthony. Just lacked a bit of quality at the killer moment. (Photo by Nigel Roddis/Getty Images) Photo: Nigel Roddis
12. SUB: Hannibal - 6/10
For Tchaouna, 81 Brought some added energy at an important time in the game, as tiredness began to set in. (Photo by Matt McNulty/Getty Images) Photo: Matt McNulty