R is a popular programming language for statistical analysis and visualization. It can be used with RStudio, a popular integrated development environment (IDE). The document outlines how to install R and RStudio on Windows, describes their interfaces, and provides an overview of R's features including its applications in fields like statistics, data science, and more. It also briefly discusses R alternatives and companies that use R.
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2. GROUP CODE :
PRESENTED BY :
Group Members Name Roll No
Kamini Jain AL26
Shwet Dadhaniya AL15
Mahesh Chauhan AL10
Hardik Padhiyar AL44
Mehul Narnavre AL40
Khemchand Chaurasiya AL13
3. Index
What is R?
What is RStudio?
Steps for Data Analysis with R
Features of R
Applications of R
Advantages of R
Why learn R?
Scope of using R
R Alternatives
Comparision of R with other Languages
Rank of R
Companies using R
Installing R & RStudio on Windows PC
R Console Layout
RStudio Layout
4. What is R?
R is a programming language and free software environment for statistical
computing and graphics supported by the R Foundation for Statistical
Computing.
It is one of the most popular languages used by researchers and marketers
to retrieve, clean, analyze, visualize and present data.
Designed by Ross Ihaka and Robert Gentleman in New Zealand.
Developed by R Core Team.
Extensions of R files are .r, .R, .Rdata, .rds, .rda.
R has a command line interface, there are several graphical user interfaces,
such as RStudio, an IDE.
It is a GNU project which is similar to the S language.
Facilities for data manipulation, calculation and graphical display.
R is statistical software which is used for data analysis. Hom
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5. What is RStudio?
Free and Open-Source (IDE) for R, a programming language for statistical
computing and graphics.
Founded by JJ Allaire.
RStudio is available in two editions:
RStudio Desktop, where the program is run locally as a regular desktop
application.
RStudio Server, which allows accessing RStudio using a web browser while it is
running on a remote Linux server.
RStudio is available in open source and commercial editions and runs on the
desktop (Windows, macOS, and Linux) or in a browser connected to RStudio Server
or RStudio Server Pro (Debian, Ubuntu, Red Hat Linux, CentOS, openSUSE and SLES).
Rstudio is written in Java, C++, JavaScript.
Website : www.rstudio.com
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6. Steps for Data Analysis with R
Program: R is a clear and accessible programming tool.
Transform: R is made up of a collection of libraries designed specifically for data
science.
Discover: Investigate the data, refine your hypothesis and analyze them.
Model: R provides a wide array of tools to capture the right model for your data.
Communicate: Integrate codes, graphs, and outputs to a report with R Markdown or
build Shiny apps to share with the world.
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7. Features of R
Open Source
Integrating with other Programming Language
OS Independence
Command line Driven
Powerful, easy to learn syntax with many built in statistical functions
Effective data handling and storage facility
Provides a large, coherent and integrated collection of tools for data analysis
Provides a suite of operators for calculations on arrays, lists, vectors and matrices
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8. Applications of R
Geosciences
Water resources
Environmental science
Agriculture and soil science
Mathematics and statistics
Ecology
Geodesy
The exploitation of fossile fuels
Meteorology Hom
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16. Installing R & RStudio on Windows PC
Steps for Installing R on Windows PC :
Open an internet browser and go to www.r-project.org.
Click the "download R" link in the middle of the page under "Getting Started."
Select a CRAN location (a mirror site) and click the corresponding link.
Click on the "Download R for Windows" link at the top of the page.
Click on the "install R for the first time" link at the top of the page.
Click "Download R for Windows" and save the executable file somewhere on your
computer. Run the .exe file and follow the installation instructions.
Now that R is installed, you need to download and install RStudio.
Steps for Installing RStudio on Windows PC :
Go to www.rstudio.com and click on the "Download RStudio" button.
Click on "Download RStudio Desktop.
Click on the version recommended for your system, or the latest Windows version,
and save the executable file. Run the .exe file and follow the installation
instructions. Hom