At the end of this activity, you will:
- Be able to describe the main use for each of the four main panes in the
Get to know RStudio
Let’s explore RStudio, the Integrated Development Environment (IDE) that we will use to write code, navigate files on our computer, inspect variables and more. The RStudio IDE open source product is free under the Affero General Public License (AGPL) v3.
When you first open it, the
RStudio interface is divided into four “Panes” as described below:
- Top LEFT: the editor where you edit scripts, documents and can “send” code to run in the console,
- Bottom LEFT: the R console is where the code is run. You can type code directly into the console OR you can send it to the console by running it from the editor,
- Top RIGHT: your environment/history panes. This is where you can see variables you’ve created and a full history of functions / commands you have run,
- Bottom RIGHT: The bottom right pane by default contains several panes including: files/plots/packages/help/viewer. The files pane allows you to explore files on your computer like you would in windows explorer or finder on a mac. The plots tab is where you will see plots that you create. We will explore these various panes together in class.
The placement of these panes and their content can be customized using the
RStudio preferences: (From the RStudio drop down choose:
RStudio -> Preferences -> Pane Layout). You can also drag the panes using your mouse to move / resize them.
Advantages of an IDE like RStudio
One advantage of using
RStudio is that it contains many shortcuts and visual cues like code highlighting that speed up coding. Also, autocomplete is available to use to find function names, arguments for those functions and variables that are stored in your environment. This makes typing easier and less error-prone. We will talk more about autocomplete in class.
Interacting with R
When we program, we are writing down instructions for the computer to follow. When we run a program, we tell the computer to follow those instructions. We write, or code, instructions in
R because it is a common language that both the computer and we can understand.
Definitions to remember
- COMMANDS: the “instructions” that we tell the computer to follow
- EXECUTE: (also called running). When we execute a program, we are telling the computer to run it.
Scripts vs. Console vs. R Markdown
There are two main ways of interacting with
R: using the console or by using script files (plain text files that contain your code - note these can be
.R files OR
Benefits of scripts
The main benefit of using scripts is it allows us to save our workflow. We want our code and workflow to be reproducible so that anyone (including ourselves) can easily replicate the workflow at a later time.
Why use the console
The console pane (in
RStudio, the bottom left panel) is the place where
R is waiting for you to tell it what to do, and where it will show the results of a command that has been executed. You can type commands directly into the console and press
Enter to execute those commands, but they will be forgotten when you close the session. This is a good place to TEST a line of code.
It is better to enter the commands in the script editor, and save the script. This way, you have a complete record of what you did, you can easily show others how you did it and you can do it again later on if needed. When you run a script or a part of a script, it will run in the console.
- `Ctrl` + `Enter`: execute commands directly from the script editor. This shortcut will run either the line in the script that your cursor is on or all of the commands that you have currently selected (highlighted) in your script.
- `Ctrl` + `1` and `Ctrl` + `2`: jump between the script and the console windows in
R console tricks
R is ready to accept commands, the
R console shows a
> prompt. If it receives a command (by typing, copy-pasting or sent from the script editor using `Ctrl` + `Enter`), R will try to execute it, and when ready, show the results and come back with a new
>-prompt to wait for new commands.
R is still waiting for you to enter more data because it isn’t complete yet, the console will show a
+ prompt. It means that you haven’t finished entering a complete command. This is because you have not ‘closed’ a parenthesis or quotation, i.e. you don’t have the same number of left-parentheses as right-parentheses, or the same number of opening and closing quotation marks. If you’re in
RStudio and this happens, click inside the console window and press
Esc; this will cancel the incomplete command and return you to the