Contents

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xiii
4. Chapter 1: Working With Data 1
5. Chapter 2: Outlier and Anomaly Detection 33
6. Chapter 3: Cleaning Datasets 53
7. Chapter 4: Introduction to Statistics 87
8. Chapter 5: Matplotlib and Seaborn 117
9. Appendix A: Introduction to Python 165
10. Appendix B: Introduction to Pandas 203
11. Index 247