Purpose-built software systems allow you to ask a lot of important questions, but they don't allow you to ask all of the important questions. It's useful to have a tool that you can fall back on that gives you a basic representation of the data that you can manipulate with simple tools. For most people that will be a spreadsheet. You can also do it with *nix tools but they're really unapproachable for the uninitiated.