Indeed!! Chester County has only had 14 seasons or 11% of the time (1972-3 had no snow at all) where the 1st snow occurred in January. Historically, 89% of the time the 1st snow occurs before New Year's Day. Only 1 year - 2016 ever recorded their 1st snowfall of the year in January and ended the season with above normal (36" annually for Chesco)
Below are the 14 years with the first snow in January and the seasonal snow totals. Average snow in those years was only 19.9" or 55% of normal seasonal snow
First Snow in January
#
Year
Snowfall
1
1942
9.0
2
1944
18.7
3
1949
20.9
4
1957
12.3
5
1966
34.6
6
1972
19.8
7
1975
14.5
8
1976
19.0
9
1980
12.8
10
1992
9.5
11
2000
29.7
12
2002
11.1
13
2007
25.3
14
2016
40.8
Average
19.9