Over the years, I've used a variety of languages and tools to analyze data. As I think back on my time using each tool, I've come to realize that each encourages a different mental framework for solving analytical problems. Being conscious of these frameworks—and the behaviors they promote—can be just as important as mastering the technical features of a new language or tool.