In this paper, we use a data-set based on a survey of the perceptions about co-existence between Arabs and Jews as held by the inhabitants of five mixed Arab-Jewish cities in Israel: Acre, Haifa, Jaffa, Lydda and Ramla. Our main purpose is to determine the relative importance of various factors...