Exploring Data Visually with R

Focused View

Martin Burger

2:01:05

21 View

01 - Course Overview

01 - Course Overview.mp4

01:46

02 - Background on Data Visualization in R

02 - Intro.mp4

01:43

03 - Managing Expectations.mp4

04:19

04 - Data Visualizations for Data Exploration.mp4

03:48

05 - The Diamonds Course Dataset.mp4

03:51

06 - The 4 Basic Plot Types.mp4

05:11

07 - Adding Categorical Variables.mp4

05:27

08 - The 3 Gears of Plotting in R - Base, Lattice, and Ggplot2.mp4

02:28

09 - Syntax Comparison.mp4

07:41

10 - Summary.mp4

01:26

03 - Data Visualizations Based on Distributions

11 - Intro.mp4

01:22

12 - Visualizing Distributions.mp4

03:01

13 - Histograms and Density Plots in Lattice.mp4

06:12

14 - Using Ggplot2 for Distributions.mp4

04:27

15 - Q-Q Plots.mp4

05:18

16 - Creating Boxplots.mp4

03:56

17 - Boxplots in Lattice.mp4

03:34

18 - Boxplots in Ggplot2.mp4

02:07

19 - Summary.mp4

01:16

04 - Data Visualizations Based on Clusters and Grouping Variables

20 - Intro.mp4

01:09

21 - Plots Based on Clusters.mp4

06:05

22 - K-means Clustering in Scatterplots.mp4

02:03

23 - Scatterplots in Lattice.mp4

05:38

24 - Scatterplots in Ggplot2.mp4

07:33

25 - Barcharts for Categorical Data.mp4

03:09

26 - Barcharts in Lattice.mp4

05:26

27 - Barcharts in Ggplot2.mp4

07:13

28 - Summary.mp4

01:19

05 - Looking Ahead and Further Resources

29 - Intro.mp4

01:01

30 - The Data Visualization Task View.mp4

02:28

31 - What Is R Shiny.mp4

04:58

32 - Course Summary.mp4

04:10

Description

Learn how to use data visualizations like scatterplots, barcharts, histograms, and boxplots for data exploration.

What You'll Learn?

R is very versatile when it comes to data exploration. Any type of chart can be implemented in R. In this course, Exploring Data Visually with R, you will learn the standard visualization techniques that are used for data exploration. First, you will investigate how to use data visualizations. Then, you will explore common datasets with the 4 plot types including scatterplots, barcharts, histograms, and boxplots. Finally, you will be able to use and compare the 3 charting systems, which are R base, lattice, and ggplot2. When you are finished with this course, you will have the skills and knowledge to identify the most suitable chart type and to implement it in 3 different R charting tools.

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Data Science

R Programming

Martin Burger

Instructor's Courses

Martin studied biostatistics and worked for several pharmaceutical companies before he became a data science consultant and author. He published over 15 courses on R, Tableau 9 and other data science related subjects. His main focus lies on analytics software like R and SPSS but he is also interested in modern data visualization tools like Tableau. If he is not busy coding, blogging or working out new teaching concepts you may find him skiing or hiking in the Alps.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.