R in 3 Months Fall 2022 Week 11 Live Session

1

Welcome to Getting Started with R

00:57

2

Install R

02:05

3

Install RStudio

02:14

4

Projects

07:54

5

Files in R

04:33

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

Wrapping Up

13

R in 3 Months Fall 2022 - Introductions thread!

14

R in 3 Months Fall 2022 Week 1 Live Session

59:22

1

Welcome to Fundamentals of R

2

RMarkdown Overview

04:09

3

YAML

03:38

4

Text

04:10

5

Code Chunks

10:38

6

Wrapping Up

03:51

7

R in 3 Months Fall 2022 Week 2 Project Assignment

08:39

8

R in 3 Months Fall 2022 Week 2 Drop-in Session

9

R in 3 Months Fall 2022 Week 2 Live Session

1:04:56

1

Getting Started

03:01

2

The Tidyverse

12:11

3

select

05:48

4

mutate

04:08

5

filter

10:26

6

summarize

03:20

7

group_by

02:56

8

count

02:06

9

arrange

03:58

10

Create a New Data Frame

02:42

11

Crosstabs

06:58

12

Wrapping Up

13

R in 3 Months Fall 2022 Week 3 Project Assignment

02:33

14

R in 3 Months Fall 2022 Week 3 Drop-in Session

1:03:00

15

R in 3 Months Fall 2022 Week 3 Live Session

1:01:42

1

An Important Workflow Tip

05:00

2

The Grammar of Graphics

06:08

3

Scatterplots

05:15

4

Histograms

02:31

5

Bar Charts

06:32

6

color and fill

03:58

7

scales

09:14

8

Text and Labels

08:04

9

Plot Labels

06:06

10

Themes

03:56

11

Facets

05:57

12

Save Plots

05:17

13

Wrapping Up

14

You Did It!

15

R in 3 Months Fall 2022 Week 4 Project Assignment

04:32

16

R in 3 Months Fall 2022 Week 4 Drop-in Session

1:02:15

17

R in 3 Months Fall 2022 Week 4 Live Session

1:00:17

1

R in 3 Months Fall 2022 Week 5 Project Assignment

2

R in 3 Months Fall 2022 Week 5 Drop-in Session

44:17

1

Welcome, Logistics, Course Materials, and Additional Resources

2

What is Git? What is GitHub?

02:23

3

Why Should You Learn to Use Git and GitHub?

03:04

4

Update Everything

07:34

5

Install Git

04:04

6

Configure Git

02:10

7

Create a Local Git Repository

03:16

8

Commits

06:00

9

Commit History

04:28

10

GitHub Repositories

04:47

11

Connect RStudio and GitHub

05:06

12

Push an RStudio Project to a GitHub Repository

02:57

13

Pull a GitHub Repository to an RStudio Project

02:52

14

Keep RStudio and GitHub in Sync

02:27

15

R in 3 Months Fall 2022 Week 6 Project Assignment

07:55

16

R in 3 Months Fall 2022 Week 6 Drop-in Session

17

R in 3 Months Fall 2022 Week 6 Live Session

1:02:01

1

Overview

2

Importing Data

15:45

3

Tidy Data

08:11

4

Reshaping Data

10:18

5

Dealing with Missing Data

04:56

6

Changing Variable Types

05:30

7

Advanced Variable Creation

19:26

8

Advanced Summarizing

10:00

9

Binding Data Frames

06:50

10

R in 3 Months Fall 2022 Week 7 Drop-in Session

1:06:06

11

R in 3 Months Fall 2022 Week 7 Live Session

1:01:49

1

Functions

13:56

2

Merging Data

23:08

3

Renaming Variables

03:56

4

Quick Interlude to Reorganize our Code

05:22

5

Exporting Data

04:15

6

R in 3 Months Fall 2022 Week 8 Project Assignment

02:17

7

R in 3 Months Fall 2022 Week 8 Drop-in Session

8

R in 3 Months Fall 2022 Week 8 Live Session

1

Data Visualization Best Practices

04:51

2

Tidy Data

04:01

3

Pipe Data Into ggplot

04:50

4

Reorder Plots to Highlight Findings

06:09

5

Line Charts

04:10

6

Use Color to Highlight Findings

08:25

7

Declutter

10:47

8

Use the scales Package for Nicely Formatted Values

03:42

9

Use Direct Labeling

11:43

10

R in 3 Months Fall 2022 Week 9 Project Assignment

11

R in 3 Months Fall 2022 Week 9 Drop-in Session

22:04

12

R in 3 Months Fall 2022 Week 9 Live Session

1:02:50

1

R in 3 Months Fall 2022 Week 10 Drop-in Session

1

Use Axis Text Wisely

03:15

2

Use Titles to Highlight Findings

03:33

3

Use Color in Titles to Highlight Findings

03:51

4

Use Annotations to Explain

04:52

5

Tweak Spacing

05:11

6

Customize Your Theme

02:48

7

Customize Your Fonts

08:18

8

Try New Plot Types

11:50

9

R in 3 Months Fall 2022 Week 11 Project Assignment

03:23

10

R in 3 Months Fall 2022 Week 11 Drop-in Session

11

R in 3 Months Fall 2022 Week 11 Live Session

57:28

1

Advanced Markdown Text Formatting

10:52

2

Tables

19:33

3

Advanced YAML

11:49

4

Inline R Code

06:57

5

Making Your Reports Shine: Word Edition

06:53

6

Making Your Reports Shine: HTML Edition

06:32

7

Making Your Reports Shine: PDF Edition

08:21

8

Presentations

04:21

9

Dashboards

06:28

10

Other Formats

04:57

11

You Did It!

12

R in 3 Months Fall 2022 Week 12 Drop-in Session

13

R in 3 Months Fall 2022 Week 12 Live Session

1:04:50

1

R in 3 Months Final Project Assignment

04:03

2

R in 3 Months Fall 2022 Week 13 Live Session

53:59

1

All R in 3 Months Fall 2022 Videos

2

Reading documentation pages

05:20

3

Working with file paths and RStudio Projects

05:37

4

Styling RMarkdown docs

5

Structuring large projects (and dealing with slow knitting of Rmd files)

03:47

6

Quarto vs RMarkdown

02:56

7

How to get lesson and lecture slides

03:15

8

{lubridate} for working with dates and times

07:28

9

Statistical Tests

10:17