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this video were going to learn how to make a bubble plot in our now a bubble plot is essentially just a scatter plot that has a third numeric variable mapped to a size aesthetic so that the size of the points that appear are sized ing to that third variable so were just going to start by loading in the Tidy versus we have access to GD plot and were going to use the MT cars data set for this one now to make the bubble plot in ggplot2 were just going to take the data pipe it to ggplot were going to set up the x and y aesthetics as we would for a normal scatter plot so were going to put weight on the x axis miles per gallon on the Y and then were going to add a third aesthetic to make the size of the bubbles or the points so were going to set size equal to horsepower and then were just going to plot G on point like we would for a scatter plot you can see we have made a bubble plot with horsepower set to the size of the points and we can probably make this nicer by adding some col