R For Beginners

R is a powerful, open-source programming language designed specifically for statistical analysis, data visualization, and data science. It’s a favorite among researchers, statisticians, and data enthusiasts because it’s free, flexible, and backed by a vast community. Whether you’re analyzing trends, building charts, or diving into machine learning, R provides the tools to turn raw data into meaningful insights. READ MORE

Table of Content

The table of contents below provides a structured overview of the "R for Beginners" guide, helping readers easily find chapters and topics covering R installation, data handling, statistics, and more. Use the links to explore each section in detail.

Getting Started With R

• Introduction to R

• Download and Installation R

• How to Run R Code in Google Colab

• Introduction to using R

R Data Import/Export

• Introduction to Data Import/Export

• Data Import/Export to/from R

• Data Import and Export with {readr}

• Data Read/Write with {googlesheets4}

Data Wrangling in R

• Introduction to Data Wrangling

• Data Wrangling with {dplyr} and {tidyr}

• Data Wrangling with {Janitor}

• Data Wrangling with {lubricate}

Data Visualization in R

• Introduction to Data Visualization

• Simple Exploratory Plots with Base R Graphics

• Advanced Plotting with {ggplot2}

• Data Visualization with the {lattice} and {latticeExtra}

• Interactive Data Visualization with the {plotly}

Basic Statistics in R

• Introduction

• Descriptive Statistics

• Inferential Statistics

• Correlation Analysis

• Simple Regression Analysis

• Multiple Regression Analysis

• Analysis of Variance (ANOVA)

Data Exploration in R

• Introduction to Data Exploration

• Basic Data Exploration and Visualization

• Data Exploration with {dlookr}

• Data Exploration with {DataExplorer}

• Data Exploration with {sikmr}

• Data Exploration with {SmartEDA}

Functional Programming in R

• Introduction to Functional Programming

• Functional Programming with R-Base

• Functional Programming with {purrr}