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Uses Of R
R is a programming language and software environment widely used for statistical analysis, data visualization, and data science.
Data Analysis
R is particularly popular for data analysis tasks. It provides a wide range of statistical and graphical techniques for exploring and analyzing data.
Data Visualization
R has powerful libraries like ggplot2 and lattice that enable the creation of high-quality and customizable data visualizations.
Machine Learning
R provides numerous packages and libraries, such as caret, randomForest, and glmnet, that support various machine learning algorithms.
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Statistical Modeling
R is widely used for statistical modeling and inference. It provides a comprehensive set of tools for fitting, evaluating, and interpreting models.
Reproducible Research
R supports the concept of reproducible research, where the code and data used for analysis are documented and can be easily shared.
Web Scraping
R has libraries like rvest and RSelenium that facilitate web scraping, allowing users to extract data from websites.
Time Series Analysis
R provides specialized packages like forecast and tseries that are dedicated to time series analysis.
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