Python Data Analytics: Data Analysis and Science Using Pandas, matplotlib, and the Python Programming Language
by
Fabio Nelli
apress
2015
Contents at a Glance
About the Author xvii
About the Technical Reviewer xix
Acknowledgments xxi
■Chapter 1: An Introduction to Data Analysis 1
■Chapter 2: Introduction to the Python’s World 13
■Chapter 3: The NumPy Library 35
■Chapter 4: The pandas Library—An Introduction 63
■Chapter 5: pandas: Reading and Writing Data 103
■Chapter 6: pandas in Depth: Data Manipulation 131
■Chapter 7: Data Visualization with matplotlib 167
■Chapter 8: Machine Learning with scikit-learn 237
■Chapter 9: An Example—Meteorological Data 265
■ Chapter 10: Embedding the JavaScript D3 Library in IPython Notebook 289
■Chapter 11: Recognizing Handwritten Digits 311 ■Appendix A: Writing Mathematical Expressions with LaTeX 317
■Appendix B: Open Data Sources 327
Index Index 33