What Is R? A Beginner’s Guide

R is a popular open-source programming language built for statistics, data analysis, and visualization. Created by statisticians, R provides tools designed to make data work — from cleaning and modeling to publication-ready visualizations.

Why R exists

R was developed to make statistical computing intuitive. Instead of forcing data into general-purpose programming paradigms, R has native data structures and functions that match analysis workflows.

Core strengths

  • Rich statistical and modeling functions
  • Powerful visualization with ggplot2
  • Extensive package ecosystem (CRAN)
  • Reproducible research workflows

🧠 Quick example

Create a simple numeric vector and view its summary:

scores <- c(88, 92, 75, 91, 85)
summary(scores)
    

Who uses R?

R is widely used by researchers, data scientists, statisticians, sports scientists, and analysts across academia, healthcare, finance, and government.

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