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Welcome

Introduction

First Steps
Prerequisites

Quick Start

1. Whole Game
2. Data Visualisation
3. Workflow: Basics
4. Data Transformation
5. Workflow: Style
6. Tidy Data
7. Workflow: Writing Code
8. Data Import
9. Workflow: Packages and Environments
10. Postscript: Getting Further Help

Visualise

11. Visualisation
12. Layers
13. Exploratory Data Analysis
14. Graphics for Communication

Transform

15. Boolean Data
16. Numbers
17. Strings and Text
18. Regular Expressions, aka regex
19. Categorical Data
20. Dates and Times
21. Missing Values
22. Joins

Import

23. Spreadsheets
24. Databases
25. Nested Data
26. Webscraping and APIs

Programme

27. Functions
28. Iteration
29. The Command Line

Communicate

30. Markdown
31. Quarto

Appendix

Bibliography

Repository
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By The Py4DS Community

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