Difference between revisions of "R/C2/Overview-of-R-and-RStudio/English"
Sudhakarst (Talk | contribs) |
Sudhakarst (Talk | contribs) |
||
Line 209: | Line 209: | ||
|| '''RStudio''' is launched. | || '''RStudio''' is launched. | ||
− | In the | + | In the left panel of '''RStudio''', we can see the '''Console''' window. |
In the '''Console''', '''R''' is waiting for us to type a '''command'''. | In the '''Console''', '''R''' is waiting for us to type a '''command'''. |
Revision as of 12:09, 3 June 2020
Title of the script: Overview of R and RStudio
Author: Madhuri Ganapathi and Sudhakar Kumar (IIT Bombay)
Keywords: R, RStudio, command-line interface, pie chart, programming, video tutorial
Visual Cue | Narration |
Show slide
Opening Slide |
Welcome to this spoken tutorial on Overview of R and RStudio. |
Show slide
Learning Objectives |
In this tutorial, we will learn:
|
Show slide
System Specifications |
This tutorial is recorded on
It is recommended to install R version 3.2.0 or higher. |
Show slide
Prerequisites |
To follow this series, the learner should have knowledge of basic Mathematics and Statistics. |
Show slide
About R |
Let us first see what R is.
|
Show slide
Features of R |
Some of its salient features are:
|
Show slide
Features of R |
|
Show slide
Features of R |
|
Show Slide
Applications of R |
R is extensively used in-
|
Show Slide
Applications of R |
|
Now, we will learn about some of the companies that use R. | |
Show Slide
Names of the companies that use R |
ANZ Bank:
|
Show Slide
Names of the companies that use R |
Facebook:
|
Names of the companies that use R | Google:
|
Web browser | Let us now see the homepage of R.
This is the homepage of the R Project for Statistical Computing. |
Highlight download R on the home page | Here, we can download R. |
Highlight About R on the right side of the home page | Under the section R Project, click on About R.
This will tell us more about R and its environment. |
I will scroll down the page. | |
Highlight Getting Help on the right side of the home page | Under the section Help With R, click on Getting Help to know how to get help. |
Highlight the Terminal on your computer | Now we will see the command line interface of R.
I have already installed R on my machine. So, I will launch R from the terminal. |
Press Ctrl + Alt + T keys on the keyboard.
Highlight the Terminal. Type R in the terminal. |
Press Ctrl + Alt + T keys on the keyboard to open a terminal window.
Now, in the terminal, type capital R and press Enter. |
Highlight R command-line interface | The command-line interface of R opens.
In the terminal, scroll up. Notice that R version 3.4.4 is installed on my machine. Now, scroll down. |
Highlight R command-line interface | Here, we can type the commands to be executed in R.
As an example, we’ll evaluate the value of 10 raised to the power of 0.1. |
R console:
Type 10^0.1 |
Type 10 carat sign 0.1 and press Enter. |
Highlight the value in the Terminal | The expected value is being displayed on the R terminal window. |
Now, we will learn about RStudio. | |
Show slide
About RStudio |
|
Web browser | Let us now see the homepage of RStudio.
There is a lot of information about RStudio on this page. You can go through it in detail, later. |
Now let’s get familiar with the RStudio interface.
I have already installed RStudio on my machine. So, I will launch RStudio using the terminal. | |
Highlight the Terminal
Type rstudio and press Enter. |
Press Ctrl + Alt + T keys together to open a new terminal window.
In the terminal, type rstudio and press Enter. |
Highlight the Console Window | RStudio is launched.
In the left panel of RStudio, we can see the Console window. In the Console, R is waiting for us to type a command. Let us draw a simple pie chart. |
RStudio
pie(1:5) |
In the Console window, type p i e and in parentheses one colon five.
Press Enter. |
Highlight the pie chart in the Plots window | The expected pie chart is generated in the Plots window. |
Highlight Environment and History window | Apart from this, we have Environment and History tabs.
Here all the used variables and commands are stored. |
Highlight Files window.
|
In the bottom right panel of RStudio, we have the Files tab.
Click on the Files tab. It shows the current working directory. We will learn about other tabs later in this series. |
Let’s now have a look at the content that will be covered in the R series. | |
Show Slide
Installing R and RStudio |
These two tutorials will teach how to install R and RStudio on Linux and Windows OS.
|
Show Slide
Basics of R and RStudio |
These five tutorials will cover the basics of R, Data Frames in R and RStudio.
|
Show Slide
Basics of data frames and lists |
We’ll also learn how to store and analyze our Data Frames.
These three tutorials and the next three tutorials will teach the basics of using Data frames and lists.
|
Show Slide
Basics of data frames and lists |
|
Show Slide
Visualizing data using plots |
Next, we will learn how to visualize our data using simple plots and charts.
These two tutorials will teach how to draw histograms, pie charts, bar charts, etc.
|
Show Slide
Customizing plots using ggplot2 |
After this, we will see how to customize our plots using the ggplot2 package.
These two tutorials will teach how to use the functions available in the ggplot2 package.
|
Show Slide
Manipulating data using dplyr |
Then we will learn how to manipulate our data using the dplyr package and pipe operator.
These three tutorials will teach how to use the dplyr package and pipe operator.
|
Show Slide
Using conditional statements |
At last, we will learn how to use conditional statements in R and to create user-defined functions.
|
Show Slide
Advanced Level Topics |
|
This completes the overview of spoken tutorials on the R series. | |
Let us summarize. | |
Show slide
Summary |
In this tutorial, we have learned
|
Show slide
About the Spoken Tutorial Project |
The video at the following link summarises the Spoken Tutorial project.
Please download and watch it. |
Show slide
Spoken Tutorial Workshops |
We conduct workshops using Spoken Tutorials and give certificates.
Please contact us. |
Show Slide
Spoken Tutorial Forum to answer questions |
Do you have questions in THIS Spoken Tutorial?
Choose the minute and second where you have the question. Explain your question briefly. Someone from the FOSSEE team will answer them. Please visit this site. |
Show Slide
Spoken Tutorial Forum for specific questions: |
The Spoken Tutorial forum is for specific questions on this tutorial.
Please do not post unrelated and general questions on them. This will help reduce the clutter. With less clutter, we can use these discussions as instructional material. |
Show Slide
Forum to answer questions |
Do you have any general/technical questions?
Please visit the forum given in the link. |
Show Slide
Textbook Companion |
The FOSSEE team coordinates the coding of solved examples of popular books.
We give honorarium and certificates to those who do this. For more details, please visit these sites. |
Show Slide
Acknowledgment |
The Spoken Tutorial project is funded by NMEICT, MHRD, Govt. of India |
Show Slide
Thank You |
This tutorial is contributed by Sudhakar Kumar and Madhuri Ganapathi from IIT Bombay. Thank you for watching. |