English
资源说明：Title: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython, 2nd Edition
Author: Wes McKinney
Length: 550 pages
Edition: 2
Language: English
Publisher: O'Reilly Media
Publication D
ate: 2017-09-25
ISBN-10: 1491957662
ISBN-13: 9781491957660
Table of Contents
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 Interlude: Data Analysis Examples
Chapter 12 Time Series
Chapter 13 Advanced NumPy
Chapter 14 Using Modeling Libraries with pandas
Chapter 15 Examples Data Sets
Appendix Advanced IPython and Jupyter
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