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Introductory R for Novices
Introduction to Data Wrangling
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Introductory R for Novices
Welcome
Getting Started with R
Getting Started with R
Lesson 1: Introduction to R and RStudio IDE
Lesson 2: Basics of R Programming: R Objects and Data Types
Lesson 3: Basics of R Programming: Vectors
Lesson 4: Introduction to R Data Structures - Data Import
Lesson 5: R Data Structures - Data Frames
Intro to Data Wrangling
Intro to Data Wrangling
Introduction to Data Wrangling
Introducing Tidyr for Reshaping and Formatting Data
Subsetting Data with dplyr
Summarizing Data with dplyr
Joining and Transforming Data with dplyr
Introduction to Data Visualization
Introduction to Data Visualization
Introduction to ggplot2 for R Data Visualization
Plot Customization with ggplot2
From Data to Display: Crafting a Publishable Plot
Recommendations and Tips for Creating Effective Plots with ggplot2
Practice Exercises
Practice Exercises
Part 1: Exercises
Part 1: Exercises
Exercise 1: Lesson2
Exercise 2: Lesson 3
Exercise 3: Lesson 4
Exercise 4: Lesson 5
Part 2: Exercises
Part 2: Exercises
Exercise 1: Lesson 2
Exercise 2: Lesson 3
Exercise 3: Lesson 4
Exercise 4: Lesson 5
Part 3: Exercises
Part 3: Exercises
Lesson 1 Exercise Questions: ggplot2 basics
Lesson 2 Exercise Questions: ggplot2 Plot Customization
Lesson 3 Exercise Questions: Building a Publication Quality Plot
Lesson 4 Exercise Questions: ggplot2
Additional Resources
PDF
Data Wrangling
R Programming
Introduction to Data Wrangling