It takes time to get to know your data. Understanding your data and preparing it for analysis is a critical step for any successful project. But as any data analyst will tell you, data preparation is a time-consuming process, and often involves multiple software tools: one to extract data, one to transform and convert, and finally another tool to upload the results.