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Know your problem
Know your data
Visualize your data – numerical variables
Work with your chart
Check yourself
19. Indentify variable encoding


When we identify variable encoding this time, it shouldn't be so hard – we didn't need to prepare or transform the data to use it.

To strengthen our understanding of the scatter plot, though, we can revise the plot's encoding and description. This will help us remember that every variable you visualize on your chart should be easy to read and understand.