In this post I lay out a number of tips, tricks and suggestions for working with data, from collection to storage to analysis. The main idea is to help students and other younger analysts and data scientists. However, they apply to all ages and experiences. Indeed, while many of the following ideas may sound obvious and trivial, it is surprising how often I see the counter-examples and anti-patter