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Adjusting the bin numbers

Let's take our first steps away from the default number of bins with our histograms. We'll start by building a histogram of the percentage of the speed a driver is traveling over the limit for each citation. This is calculated as ((speed - speed_limit) / speed_limit)*100.

Plot percentage over the speed limit as a histogram with the number of bins set to 40. While you're at it, set the alpha to 0.8. You're entirely on your own with this one, no scaffolding.

This exercise is part of the course

Visualization Best Practices in R

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Exercise instructions

  • Load md_speeding into ggplot() object.
  • Add a histogram geometry to plot.
  • Set x aes()thetic to percentage_over_limit.
  • Adjust settings for 40 bins and set alpha as 0.8.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Load md_speeding into ggplot
___ +
  # add a geom_histogram with x mapped to percentage_over_limit
    ___(
        ___
        ___     # set bin number to 40
        ___)    # reduce alpha to 0.8
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