I think that the reason that 7 is so high is because it is commonly believed that 3 will is the first one you think of. As a result people choose to pick something higher, hence 4 and 7 being the top two.
Sort of looks to me like people avoid the extremes and also 5 (possibly because it's "right in the middle" and so perceived as "less random"?).