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Both the Scottish Conservatives and the SNP saw their votes increase, while Scottish Labour took a hit in the constituency, with candidate Katie Pagnell winning only 6,759 votes.
Former Scottish Conservative Leader Jackson Carlaw held on to his seat in Eastwood.
Turnout in the constituency was one of the highest in Scotland, at 76.2 per cent.
Professor Nicola McEwen, professor of territorial politics at Edinburgh University, told the BBC the loss of the Eastwood seat suggested the SNP may not get their much sought-after majority of 65 seats.
She said: “It is looking perhaps less likely now than it was at the start of this when we were thinking about the gains that they could make.