It sure would be nice if there was a historical weather data
(particularly on tops) that pilots could go research.

This site doesn't have historical data but it does show recent cloud
movement and tops. It is a great way to watch the lake effect snow.

http://aviationweather.gov/obs/radar/radarpu.html