python数据分析(第2版) 完整高清版+笔记+随书源码 英文pdf

《Python数据分析》由麦金尼撰写，他是pandas库的主要作者。《Python数据分析(影印版)》也是一本具有实践性的指南，指导那些使用Python进行科学计算的数据密集型应用。它适用于刚刚开始使用Python的分析师，或者是进入科学计算领域的Python程序员。

目录

Chapter 1. Preliminaries

Chapter 2. Python Language Basics, IPython, and Jupyter Notebooks

Chapter 3. Built-in Data Structures, Functions, and Files

Chapter 4. NumPy Basics: Arrays and Vectorized Computation

Chapter 5. Getting Started with pandas

Chapter 6. Data Loading, Storage, and File Formats

Chapter 7. Data Cleaning and Preparation

Chapter 8. Data Wrangling: Join, Combine, and Reshape

Chapter 9. Plotting and Visualization

Chapter 10. Data Aggregation and Group Operations

Chapter 11. Time Series

Chapter 12. Advanced pandas

Chapter 13. Introduction to Modeling Libraries in Python

Chapter 14. Data Analysis Examples

Appendix A. Advanced NumPy

Appendix B. More on the IPython System