Books & Videos

Table of Contents

Chapter: Introduction

Introduction

06m 30s

Two New Conventions

08m 17s

Data Science for Data Wranglers

14m 20s

Chapter: Data Manipulation

The dplyr Package

02m 23s

Select Variables

08m 28s

Filter Observations

10m 2s

Derive Variables

06m 3s

Summarize Observations

08m 41s

Group Observations

17m 37s

Re-Arrange Observations

05m 8s

Case Study 1 - TB Counts

08m 26s

Data Science for Data Wranglers, Part 2 - Units of Analysis

14m 32s

Chapter: Data Tidying

Data Science for Data Wranglers, Part 3 - Tidy Data

10m 45s

Reshape the Layout of Your Data

18m 13s

Separate and Unite Variables

06m 51s

Data Science for Data Wranglers, Part 4 - The Best Format

17m 42s

Combine Data Sets

16m 33s

Case Study 2 - TB Rates

09m 8s

Chapter: Data Visualization

Data Science for Data Wranglers, Part 5: The Structure of Visualizations

05m 53s

Visualize Observations

08m 28s

Visualize Variables

17m 4s

Chapter: Conclusion

How to Learn More

09m 35s