Opinion polls show the opposition Liberal-National coalition led by Tony Abbott well ahead of Labor, which formed a minority government after the last elections in 2010 with the support of independents and the Greens.
BBC: Senior Australia ministers Evans and Roxon resign
Democrats credit a lot of their success in the last few years to the ability to gain the support of independents in recent elections.
CNN: The West is tough terrain for Democrats
About 41% of people under the age of 29 identify themselves as independents, according to a Gallup poll last year.
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Last month's poll produced a hung parliament, forcing Ms Gillard to seek the backing of independents and Greens to form a government.
BBC: Gillard sworn in as Australian prime minister
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