 Okay. And there are a few other fun things that we can do if we want to further customize our graphics here. In some cases you might want, maybe for the purposes of a report, maybe to separate these different groups out. You want to actually introduce some faceting. You can do that with an additional argument here. I'll actually create a new section called faceting and copy the code block from above. So if you add to the end of this, a new line, we're going to use the facet wrap function here, followed by tilde. This is the key should be right under your escape key on kind of the top left. We want to say we want to facet it at the level of village. What that's going to do is it's going to kind of separate these three villages into their own kind of standalone boxes. You can see this is a bit awkward because it's still saving all the space. It's using the same kind of X axis, right? The same values there. And so the God and Ruaka villages, the villages that are not represented are still present. There are ways to remove that as well. The way to do that in this example would just be to substitute the village variable for respondent wall type and change fill with village. So now what we've done is we've regrouped this. We're using village now as the color coding. The ggplot package also contains a lot of preconfigured themes that others have created. So these are just collections of different aesthetic properties that others have designed and then stored together and then uploaded to the community for others to use. The way that we introduced those is just with, in this case, theme underscore and then the name of that theme. So one common one is BW, which is the black and white theme. And you can watch here in the plots window how the appearance of our graphic changes as we run this. So it's not anything profound. We've already set some of the colors here up here in our ggplot function. So those are going to be preserved. But some of the properties of the background, the vessel that I described earlier, some of those have changed to match the settings of this black and white theme. You can see some other themes that are available. We have classic, dark, you know, a lot of different options here to play with. So feel free to play around with those and find something that you like. You can kind of see how these different things work. Okay, we're going to go ahead and stop here. There is additional material contained in pages 33 on to the end, including some examples about how to facet using additional variables. We're not going to cover that in this workshop because a lot of that material was not covered an introduction to R. However, we do encourage you guys to continue to experiment with it, try it on your own. If you have any questions or run into any kind of snags, please feel free to reach out to any of our librarians. They're on hand happy to help anytime you guys need it. But we want to thank you again for attending these workshop series and for kind of sticking with it. We hope this is enough to get you started. But again, this is just the beginning of the journey. Please do continue to experiment and reach out to us if you need any help. Thank you again for attending. I will see you soon.