Buy the 2015 Old Farmer's Almanac!
Yes it will deliver. YouYes it will deliver. You would enter city and state or US zip code. The tool goes back to 1960 and provides average and lowest recorded temperature for your date range. What's handy is you could run a report for just the cold months over a set of years versus looking at annual data if you so desired.

2015 Garden Calendar2015 Weather Watcher's Calendar2015 Recipes Calendar2015 Engagement Calendar 2015 Everyday Calendar2015 Country CalendarNew Year Cross StitchLobster Rope Doormats