Files in R

1

Welcome to R in 3 Months (Spring 2025)

04:14

2

Complete Pre-Survey

00:39

3

How to Organize Your Files in R in 3 Months

07:12

1

Welcome to Getting Started with R

00:57

2

Install R

02:05

3

Install RStudio

02:14

4

Files in R

04:33

5

Projects

07:54

6

Packages

02:38

7

Import Data

05:24

8

Objects and Functions

03:16

9

Examine our Data

12:50

10

Import Our Data Again

07:11

11

Getting Help

07:46

12

Week 1 Live Session (Spring 2025)

1:03:11

1

Welcome to Fundamentals of R

01:36

2

Update Everything

02:45

3

Start a New Project

02:16

4

The Tidyverse

03:34

5

Pipes

04:15

6

select()

07:25

7

mutate()

04:25

8

filter()

10:05

9

summarize()

05:59

10

group_by() and summarize()

05:54

11

arrange()

02:07

12

Create a New Data Frame

03:58

13

Bring it All Together (Data Wrangling)

07:29

14

Week 2 Project Assignment

09:39

15

Week 2 Coworking Session (Spring 2025)

16

Week 2 Live Session (Spring 2025)

1:03:24

1

The Grammar of Graphics

04:39

2

Scatterplots

03:46

3

Histograms

05:47

4

Bar Charts

06:37

5

Setting color and fill Aesthetic Properties

02:39

6

Setting color and fill Scales

05:40

7

Setting x and y Scales

03:09

8

Adding Text to Plots

07:32

9

Plot Labels

03:57

10

Themes

02:19

11

Facets

03:12

12

Save Plots

02:57

13

Bring it All Together (Data Visualization)

06:42

14

Week 3 Project Assignment

03:30

15

Week 3 Coworking Session (Spring 2025)

16

Week 3 Live Session (Spring 2025)

1:02:31

1

Quarto Overview

06:27

2

YAML

03:43

3

Text

06:24

4

Code Chunks

12:02

5

Tips for Working with Quarto

04:53

6

Bring It All Together (Quarto)

05:49

7

An Important Workflow Tip

03:18

8

Week 4 Project Assignment

05:55

9

Week 4 Coworking Session (Spring 2025)

10

Week 4 Live Session (Spring 2025)

1:00:29

1

Week 5 Coworking Session (Spring 2025)

1

Downloading and Importing Data

10:32

2

Overview of Tidy Data

05:50

3

Tidy Data Rule #1: Every Column is a Variable

07:43

4

Tidy Data Rule #3: Every Cell is a Single Value

10:04

5

Tidy Data Rule #2: Every Row is an Observation

04:42

6

Week 6 Coworking Session (Spring 2025)

7

Week 6 Live Session (Spring 2025)

1:02:38

1

Changing Variable Types

04:51

2

Dealing with Missing Data

04:55

3

Advanced Summarizing

06:25

4

Binding Data Frames

07:17

5

Functions

15:06

6

Week 7 Coworking Session (Spring 2025)

7

Week 7 Live Session (Spring 2025)

59:25

1

Data Merging

09:27

2

Exporting Data

04:38

3

Bring It All Together (Advanced Data Wrangling)

13:03

4

Week 8 Project Assignment

03:39

5

Week 8 Coworking Session (Spring 2025)

6

Week 8 Live Session (Spring 2025)

1:01:43

1

Best Practices in Data Visualization

03:44

2

Tidy Data

02:25

3

Pipe Data into ggplot

09:54

4

Reorder Plots to Highlight Findings

03:37

5

Line Charts

04:17

6

Use Color to Highlight Findings

09:16

7

Declutter

08:29

8

Add Descriptive Labels to Your Plots

09:10

9

Use Titles to Highlight Findings

08:14

10

Use Annotations to Explain

07:09

11

Week 9 Coworking Session (Spring 2025)

12

Week 9 Live Session (Spring 2025)

59:09

1

Tweak Spacing

05:11

2

Create a Custom Theme

03:47

3

Customize Your Fonts

08:32

4

Try New Plot Types

03:24

5

Bring it All Together (Advanced Data Visualization)

14:30

6

Week 11 Project Assignment

08:00

7

Week 11 Coworking Session (Spring 2025)

8

Week 11 Live Session (Spring 2025)

57:50

1

Advanced Markdown

06:43

2

Tables

18:36

3

Advanced YAML and Code Chunk Options

05:53

4

Inline R Code

04:42

5

Making Your Reports Shine: Word Edition

04:30

6

Making Your Reports Shine: PDF Edition

06:11

7

Making Your Reports Shine: HTML Edition

06:06

8

Presentations

10:12

9

Dashboards

05:38

10

Websites

06:43

11

Publishing Your Work

04:38

12

Quarto Extensions

05:50

13

Parameterized Reporting, Part 1

10:57

14

Parameterized Reporting, Part 2

05:11

15

Parameterized Reporting, Part 3

07:47

16

Week 12 Coworking Session (Spring 2025)

17

Week 12 Live Session (Spring 2025)

57:01

1

R in 3 Months Progress Survey

2

R in 3 Months Feedback Survey

3

R in 3 Months Final Project

01:42

4

Week 13 Coworking Session (Spring 2025)

5

Week 13 Live Session (Spring 2025)

59:30

1

All Videos from R in 3 Months (Spring 2025)

2

Working with labelled data

05:35

3

Understanding Documentation Pages

05:20

4

Factors in R

11:18

5

Using Function Arguments

13:06

6

Crosstabs

06:58

7

Difference between == and %in%

03:17