I have found over the years when looking at the weather to not and try to make a decision based on using just the temperature as my definitive gauge.
www.ncdc.noaa.gov
National Climate Report | National Centers for Environmental Information (NCEI)
An analysis of national temperatures and precipitation each month, placing the data into a historical perspective