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WITNEY, ENGLAND - OCTOBER 20: A poster supporting the Liberal Democrats is displayed in the constituency of Witney on October 20, 2016 near Witney, England. The by-election in Witney, Oxfordshire was prompted by the resignation of former Prime Minister David Cameron, who stood down as an MP shortly after leaving Downing Street. (Photo by Matt Cardy/Getty Images)

WITNEY, ENGLAND - OCTOBER 20:  A poster supporting the Liberal Democrats is displayed in the constituency of Witney on October 20, 2016 near Witney, England. The by-election in Witney, Oxfordshire was prompted by the resignation of former Prime Minister David Cameron, who stood down as an MP shortly after leaving Downing Street.  (Photo by Matt Cardy/Getty Images)