Suppose you have a dataset that you want to visualize using R. How would you approach it?

  • Ignore visualization, Only focus on cleaning
  • Load the data, Clean the data, Visualize using ggplot2
  • Only visualize data, Ignore cleaning and loading
  • Start by visualizing, Then clean the data, Ignore loading the data
A good approach is to first load the data into R, then clean and pre-process the data as required. Finally, use a visualization package like ggplot2 to visualize the data. This sequence ensures that the data you're visualizing is accurate and meaningful.
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