Data analysis is a much sought after skill for data science. In my search for efficient tools for analyzing data, after outgrowing spreadsheets, I came across other tools like R's tidyverse but ...

For example, depending upon the necessity, one can use Pandas vectorisation or the ‘apply’ function instead of Python’s ‘for’ loops whenever possible. This, in most cases, enhances the speed by a few ...