Why use R?
R programming language is used for various purposes:-
Statistical Analysis
It is effective for data analysis. It helps implement machine learning algorithms, statistical analysis, data science, etc. It offers a variety of libraries, extensions, and packages for data analysis. It provides more than 10,000 packages for use. And the count is still increasing.
Open-Source Environment
It is an open-source programming language. Hence it is more than just commercial-centered. It provides an environment for computation and designing purposes. The computations are statistical in nature. It is an excellent tool for data importing and cleaning.
Platform Independent
It is independent of the platform it is being used on. It can run on any operating system. Thus, it is also cost-effective. It also helps users convert their unstructured data into a structured form.
Machine Learning
The machine learning package is used for ML algorithms in R language. It provides useful libraries for creating machine learning models. Some of the R packages are ‘rpart’, ‘Lattice’, etc.
Compatibility
The R programming language is compatible with various languages like C, C++, Python, Java, etc. The functions of this language can be linked with other language programs.
Graphics
It has a powerful graphics engine. This helps in making great data visualizations. It has a comprehensive library for interactive visuals and easy-to-analyze representations.
Companies That Use R Programming Language
Many companies use this language. Hence, developers can find jobs in these companies if they have great knowledge and implementation skills.
Some of those companies are as follows.
- Google
- Airbnb
- Facebook
- Microsoft
- Twitter
- Amazon
- Accenture
- Cognizant
- HCL Technologies
- Infosys
- American Express
- JP Morgan
- Goldman Sachs
- IBM
- Genpact
- Capgemini
- Wipro
- Tech Mahindra
- Snapdeal
- Paytm
- HP
- Uber
- John Deere
- New York Times
- Buzzfeed
- Uptake
- Netflix
- Ebay
- City of Chicago
- Natpeak Group
- ANZ
- Larsen and Toubro Infotech
- Mindtree
- Morgan Stanley
Many other companies globally use the R programming language. The above listed are only a few to name.
Let us discuss the implementation of the R language in some of the famous companies worldwide.
Google
It uses R to help with advertising, forecasting computations, research and analysis of the market, etc. It has several packages like ‘MAB’, ‘CausalImpact’, and ‘abpackage’.
Facebook
It uses R for visualization related to big data, human resources, behavioral analysis of pictures and posts, predictions of interactions, friendships’ visualizations, etc. It also has a package named ‘Prophet’ for forecasting purposes.
Twitter
It uses R for determining the analysis based on the type and geography of various tweets, semantic clustering, anomaly detection, etc. It has an ‘Anomaly Detection R’ package.
Amazon
It uses R for machine learning and statistical analysis of data from all over the world, fraud detection, cloud services analysis(AWS), etc.
Airbnb
It has an internal package called ‘Rbnb’. They use it to analyze booking rates, guest matchings, etc.
Microsoft
It uses R for abnormal login detection, monitoring time, prediction of future purchases, user behavior, etc.
New York Times
It uses R for the analysis of data journalism, forecasting, and visualization of data.
Accenture
It uses R for various statistical analysis purposes and to gain business insights from the data analyzed.
Buzzfeed
It uses R for data journalism to gain insights from data analysis, etc.
John Deere
It uses R language for short-term and long-term forecasting, prediction of crop yields, optimization of build orders, etc.
Infosys
It uses R to work on various machine learning models and algorithms and build models that can help in business decision-making.
ANZ
The Australia and New Zealand Banking Group uses R language to predict credit-card failures, credit-risk analysis, fraud detection, fit models for mortgage loss, etc.
Frequently Asked Questions
What is R programming language?
The R programming language allows you to analyze data, machine learning, data science models, etc. It helps you create and modify packages, functions, etc. It is an open-source programming language. It is in high demand nowadays.
What are the advantages of the R programming language?
It is an open-source programming language compatible with other languages. It is independent of the platform it is being used on. It offers several packages for data analysis. It is also used for machine learning algorithms, data science, etc.
Why do companies use R?
It offers many extensions for data analysis. It provides more than 10,000(and still increasing in number) packages. It is also used for quantitative analysis since it can import and clean data.
Name some famous companies that use R.
Google, Facebook, Twitter, Microsoft, Airbnb, New York Times, John Deere, JP Morgan, and Fidelity are some of the many companies that use the R programming language.
Is R language in demand today?
R programming language is trendy among data scientists and analysts because it helps them import and clean their data to perform analysis. Also, many companies use the R language.
Conclusion
In this article, we studied R programming language and its uses, along with some significant companies using R language. We also examined why various companies use R language for different purposes as the primary reasons for hiring skilled R developers or users.
If you want to dive deep into the knowledge pool of R Programming Language, do read the following:-
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