I have no data to back this up, but my impression is it's not so much particular chord sequences or things like that that people like. Rather, people are attracted to a certain degree of simplicity or complexity, Some people like songs that repeat a particular chord patter over and over in a fairly predictable fashion - for others, that's a total turnoff and they want the music to surprise them more.
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