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hey everyone and welcome back to my channel im so excited about todays video because im going to be providing solutions to so many matplotlib questions ill start off by showing you how to save a figure both as a png in a pdf and ill also show you how you can increase the resolution of your matplotlib figures and last but certainly not least ill show you how to fix a figure that is cutting off on the bottom so lets dive in to begin coding ill start off by importing the pipelot module as well as the numpy library and then im just creating some random data so that i can plot these using a matplotlib scatter plot when im ready to save this figure all i need to do is add in one more line of code i reference the pi plot module as well as this save fig function and i just give this figure a name here im calling it random scatter randomscatter.png so it may look like nothing happened but matplotlib did indeed save this figure and by default matpotlib is going to save this figure to