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hey there todays video is all about the matplotlib legend so im really excited because im going to be sharing with you several different tips such as how to put the legend outside of the figure how to make a horizontal legend and how to increase the font size so lets get started by the way all the code ill show you is available on my github page so well get started coding by importing pi plot as well as numpy and then just creating a couple of arrays that we can plot on this plot we have two different lines so lets go ahead and add a legend here and the way that we add a legend to this figure is to reference the pi plot and that legend function if we go ahead and run this code well get this response no handles with labels found to put in legend and what this means is we dont have any text labels for these plots yet so we need to go ahead and supply a list ill just call the first line blue and the second one orange once we do that there we go so now we have a legend for the bl