Chapter 2: Python Tools for Data Analysis: Primer to Pandas and NumPy

Chapters in this book

1. Frontmatter i
2. Contents vii
3. Preface xv
4. Acknowledgments xix
5. About the Author xxi
6. Reviewers xxiii
7. Chapter 1: Getting Started with Python for Finance 1
8. Chapter 2: Python Tools for Data Analysis: Primer to Pandas and NumPy 43
9. Chapter 3: Financial Data Manipulation with Python 97
10. Chapter 4: Exploratory Data Analysis for Finance 141
11. Chapter 5: Investment and Trading Strategies 181
12. Chapter 6: Asset Pricing and Portfolio Management 217
13. Chapter 7: Time-Series Analysis and Financial Data Forecasting 263
14. Chapter 8: Risk Assessment and Volatility Modeling 307
15. Chapter 9: Machine Learning and Deep Learning in Finance 365
16. Chapter 10: Time-Series Analysis and Forecasting with the FB Prophet Library 397
17. Appendix A: Python Code Examples for Finance 431
18. Appendix B: Glossary 465
19. Appendix C: Valuable Resources 473
20. Index 475