Two resources:
- https://developer.forecast.io/ (free for low use, then paid after that)
- http://www.ncdc.noaa.gov/cdo-web/#t=secondTabLink
The NOAA data is used by a developer in Chicago to explore correlation between weather and crime see http://crime.static-eric.com/explore the correlation between weather and crime.