On Long Island our precip is distributed fairly uniformly throughout the year. However for 2014, the year-to-date precipitation is 41 inches, and 13.5 of these inches fell on August 13 (at Islip Airport). Hence, in our area, we got approximately 30% of our precipitation for the year
in a single day. The amount we get in Dec will be relatively small, so this percentage will change very little.
https://weatherspark.com/history/306...-United-States
Of course, this is not typical of the area and can be considered an anomaly, so it doesn't really answer the OP's question; I just posted this because I thought it was interesting.