Many data scientists prefer using Ubuntu-Linux because of its speed in analyzing data sets and how user-friendly it is. Others prefer the macOS, which has been known to possess advanced UNIX features that facilitate data manipulation and multi-tasking. You can also use Windows for data science in place of the other two.