We’ve mentioned this one before, but it remains a great tool: Weather Underground’s weather history database. Plug in a date range and location and it will spit out 11 years’ worth of weather data - highs, lows, precipitation, sun…
Here’s an example: a weekly history for London in January. This is a terrific way to know what to pack and what to expect.