“While there are projects underway to help automate the data cleaning process and reduce the time it takes, the task of automation is made difficult by the fact that the process is as much art as science, and no two data preparation tasks are the same. That’s why flexible, high-level languages like R are a key part of the process.” David Smith ( August 18, 2014 )