There are more days in July to December, than in January to June. So it is a little more likely for a random observer to find himself in the later 6 months.

But if he finds himself before the July, it is more likely that it is a leap year, with an additional day, than otherwise would be.

This increased probability for a leap year skews the probability distribution for the first day of the year also.

This is how it comes.