 Hi, today I will be showing you how to run through a Jupyter notebook. I will share my screen. There we go. So this is called Google Colab. It just lets us run the notebooks and visualize all the data and all the code we're running through. I'm going to scroll down. So these little gray boxes are called cells. That's where all the code is stored. And we call it running a cell for the code to compile and run and produce some sort of output. So the way we do that is we're going to click inside the cell and then click on this little play button to the left of it. You can also hit control enter and it will do the same thing to run the cell. So I'm going to click that. We usually get a warning the first time we run a cell and it will say something like this and we're just going to hit run anyway. And it should say done. There we go. The output of this cell has been produced and then we can go on to the next one. It's important to note here that the cell will only run if the cell before it has already compiled and run. So it's important to do all of this in order otherwise we might get some error messages which makes things a bit confusing. So you can do that and you'll get some dropdowns for some of the options for us to choose a facility by state or by country or congressional district. Here let's say I want to look at it by congressional district. Once I hit that I can just go ahead and run the next cell and do the same thing here. Let's say I want to look at California. I can choose California better and then run the cell here. This goes on for the entire notebook and you kind of do the same thing. You keep running the cells. You can copy images from this and any charts produced, things like that. I hope this helps.