Chapter 4 Data Munging

Data munging refers to the work of transforming data to make it usable for a computer. Data unfortunately comes in all shapes and sizes, with all sorts of issues, so this process can take a while. Often a rule of thumb is that making a data set ready for analysis takes about 80% of the time of a project.