However , in the 2004 Canadian federal election , 2006 Canadian federal election , 2008 Canadian federal election and 2011 Canadian federal election , the entire region , incrementally swung away from the Liberals to support the Conservative Party of Canada , including in London , where three-way vote-splitting resulted in two ridings switching from Liberal to Conservative .