R Applications | Use of R Programming Language


1. R Applications and Uses of R programming

In this blog, we will do a brief study about R Applications. Also, we will see how companies are using R Language. Moreover, we will learn a brief of every company using R for data analysis.

R Applications / Use of R Programming Language

R Applications / Use of R Programming Language

2. Introduction to R language

Basically, R language is an open source program maintained by the R core-development team. Also, R language used for performing statistical operations. Moreover, R is a command line driven program.
Although, R is one of latest cutting-edge tool. Also, R is the hottest trend. Nowadays, R is considered as the most popular analytic tool in the world if we compare R vs SAS vs SPSS. Further, it estimates of some users range from 250000 to over 2 million.
Now, R is the hands-down winner if we will look at online popularity. Also, it has more blogs, discussion groups, and email lists than any other tool including SAS. Thus, R was again the top choice in most of the surveys.

3. R Applications

a. List of companies that use R for analytics

  • TechCrunch
  • Google
  • Facebook
  • Genpact
  • Bing
  • Orbitz
  • ANZ
  • The New York Times
  • Thomas Cook
  • Accenture
  • Wipro
  • Mozilla
  • Novartis

b. How companies are using R

  • Ford uses R to improve the design of its vehicles.
  • Basically, Twitter uses R to monitor user experience.
  • The US National Weather Service uses R to predict severe flooding.
  • The Human Rights Data Analysis Group uses R to quantify the impact of war.
  • R is being used by The New York Times to create infographics.
  • Google uses R to calculate the ROI of advertising campaigns.

Read more about R scope and future.

c. More Use Cases of R Language

a. Facebook
Basically, Facebook uses R to update Facebook status updates and its social network graph. Also, for predicting colleague interactions with R, Facebook uses it.
b. Ford Motor Company
As Ford relies on Hadoop. Also, R for statistical analysis and data-driven decision support.
c. Google
Basically, Google uses R to calculate ROI on advertising campaigns, to predict economic activity. Also to improve the efficiency of online advertising.
d. Foursquare
As R is an important stack behind Foursquare’s famed recommendation engine.
e. John Deere
Basically, Statisticians at John Deere use R for time series modeling. Also, geospatial analysis in a reliable and reproducible way. The results are then integrated with Excel and SAP.
f. Microsoft
Microsoft uses R for the Xbox matchmaking service. Also, as a statistical engine within the Azure ML framework.
g. Mozilla
Generally, it is the foundation behind the Firefox web browser, uses R to visualize Web activity.
h. New York Times
Basically, R is used in the news cycle at The New York Times to crunch data and prepare graphics before they go to print or online.
i. Thomas Cook
Thomas Cook uses R for Prediction. Also, Fuzzy Logic to automate price settings of their last-minute offers.
j. National Weather Service
Basically, the National Weather Service uses R at its River Forecast Centers. Thus, it is used to generate graphics for flood forecasting.
k. Twitter
R is part of Twitter’s Data Science toolbox for sophisticated statistical modeling.
l. Trulia
Trulia, the real-estate analysis website uses R for predicting house prices and local crime rate.
m. ANZ Bank
ANZ, the fourth largest bank in Australia uses R for its credit risk analysis.

4. Conclusion

As a result, we have studied R Language and R applications. Along with this, we have studied about companies that are using R Language. Furthermore, if you feel any query feel free to ask in a comment section.

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