January 21 (today) is on average (since 1/1/1996) the coldest day of the year in Smithtown. The actual unsmoothed average of the prior thirty years on January 21 is 26.9° F (min 20.0, max 33.8). A simplistic smoothing of the data (not cubic spline) results in a normal for the date of 29.3° (min 21.8, max 36.8).
Interestingly, today's weather is going to bring that average down a little. It likes to be cold at this time of year.
Tomorrow is similar, but the warming trend in the averages after that is noticeable.