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She was in Mushroomfield Road between 1.30am and 3.30am when she had her handbag and its contents stolen, including her mobile phone.
The taxi driver is described as an Asian male, in his late 20s to early 30s, 5 feet 6 to 5 feet 7 tall, of medium build, with a long thin beard.
He was wearing a woolly hat and a jacket.
He was driving a large car which was blue or green.