Question

how does Mrs Hall find the scientist excentric

Answer 1

Mrs Hall found the scientist eccentric because he had an uncommon appearance. He responds rudely to Mrs Hall's friendly behaviour. He told her that he had no desire to talk, and that all he wanted was solitude. 

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Answer 2

 The arrival of a stranger at an inn in winter was in itself a strange occurrence. In addition, the stranger had an uncommon appearance. In spite of Mrs Hall's attempts to be friendly, he would respond in a cold manner. He told her that he had no desire to talk, and that all he wanted was solitude. He did not wished to disturbed in his work. For all these reasons she regards his as eccentric.