Data Wrangling

Near the conception of this project, I was part of several discussions on “data workflow” and other such monikers that allude to the crazy, messy world of what we call data. In a time when information and “big data” are valuable and only relatively recently tappedĀ sources of knowledge, extracting insights from this messy world is a skill that seems like it just makes everything easier. So naturally, I was excited at the idea of being able to learn some of the techniques used to make sense of everything in the process of my summer research project. After all, when practicing science and statistics, there is a lot information to keep track of. Unfortunately that means there are that many more ways that all that information can get mixed up and jumbled around… I learned several important things about cleaning and managing data in the course of my project so far. [Read more…]