 So I got a couple questions about using nvmr in the comments of one of my videos, and so this is just a quick overview of some of the points I wanted to highlight on using nvmr. These are a checklist of items I wanted to cover. The first thing is opening nvmr. So to do that is backslashrf. This will give you a console, but it also opens up the key bindings you need to run other things. Here I just ran backslashpd for executing a paragraph. There's also backslashd, backslashsa, backslashsd. All of these are commands you can use to execute lines or blocks or selections of code. Backslashro opens up the object explorer. So here I have an object called temperature. This is a data frame. You can switch back and forth between your objects and libraries by just clicking enter. You can also toggle your data frames or data frame objects. And you can also send columns to the console and see the output in your console. And you can keep the object explorer open so you can see objects populating as you execute them. After looking at the notes, we talked about rf to start nvmr. We talked about using execution modes such as backslashd, sd, sa, pd, backslashro opens up the object explorer. Backslashrh will open up a help. So if you want to go to a specific function and read the help file. So for example here ggplot you can run backslashrf and open up the help. Sorry, backslashr8. So you'd see a new window pop up and you can scroll down and kind of read the help page. I'm just going to run this on another function. I'm going to do backslashrh on read table. And again this will open up another window and you can go to a specific input, maybe the numerals argument. Here I'm just hitting pound to read details on the numerals argument. So I'm going to look at the bottom here. At the bottom there's, the main point of the script is to generate a plot. And so there's a plot function where I can run the whole script at backslashaa. And at the end a plot is generated. This does open up in a second window so don't expect a terminal plot. Alright, so here we talked about backslashrh, backslashaa to execute the whole script. Backslashrq will actually quit NMMR. So Ctrl XO will open up a dropdown to let you select a function for autocompletion. So here I'm typing Rn and then Ctrl XO and that will open up a dropdown so I can search through the functions. So that's a Ctrl XO autocomplete functionality. Rstop is something that I do use when I find out that my code is running a little bit too long so this little line here, 64 runs a sample that's going to take a long time to run. So I'm going to do colon Rstop to stop R so it doesn't just keep running. So that's really helpful. Our format is nice. You highlight the section of code you want to format and you can run colon Rformat to clean it up for you. You'll have to install, I think it's a format R library, if you don't have it installed it'll just show up as a warning in your console and then just install the library it asks you to install. Alright, now onto the help commands. So this is useful for any Vim plugin that you use. So help nvmr will open up the nvmr help page. This is something you'd get with most large Vim packages, there's usually some kind of help file. So there's a table of contents here. Those red highlighted titles you can do help nvmr use, help nvmr key bindings, all of those are things that you can search for with the help command within this larger document. I'm just kind of scrolling through the help page. So what I cover here is really just scratching the surface. You'll find by reading the help page, especially I think the nvmr use section is where all the power is. So you'll see we cover backslash rf, there's a number of others and also there's configurations that the help page will tell you that you can set. Some people don't like doing, you'll see nvmr when you do shift underscore, you'll get the assign operator. I've become accustomed to that so that's not a big issue for me. Some people like to remap that. And so in the help page they talk about how to remap that. That covers I think the main topics in nvmr and I hope that gets you going. Thanks for watching.