I wanted to conduct some statistical analysis on certain dimensions relevant to the development of the site and was wondering how to access data in order to construct a data set for that. For example, how would I get data to calculate the correlation between # of edits of questions and their upvotes?

I checked out Where to access some statitics and Direct access to Askubuntu reputation statistics which don't provide sufficient information.