Following the great post: “How To Learn R, Part 1: Learn From A Master Data Scientist’s Code” where you can see which functions are most frequently used functions by an R expert.
The next graph sums up this fact:
So, we can see he is using ggplot2 a lot, but also some useful functions as: filter, mutate, group_by from package dplyr.
Next step, is get the same graph for my functions. This is the result:
So, what we can see is that mainly I am using the base package. Obviuosly the functions used depend on the functionality we need to develop, but we can get some conclusions:
- The package dplyr seems a very useful package
- The ggplot2 is the package choosen by graph, so it is important to use it better.
- In general, I am using the base package mainly for all, so I can save time, understanding better other libraries as broom.
Still job to do to become an R expert! 😉