Great article on what I believe are the core “first” steps in appropriate analytic implementation (after all, you have to have some kind of data, even if it’s wrong – as long as you figure out that it is in fact wrong to get you to a place with good data – which isn’t to say alter the data to make it good – just read the article, I’m working myself into a loop).