In November 2012, he sought election as the Police and Crime Commissioner for North Wales Police, beating Labour's Tal Michael on the second count.
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Bishop is a Welsh-speaker and it was claimed that Rhodri Morgan, First Minister for Wales, had chosen him as his preferred candidate for the post of Counsel General to the National Assembly for Wales (now called Counsel General for Wales) in succession to Winston Roddick, QC, in 2004.