文件列表:

pydata-book-2nd-edition (0, 2018-03-03)
pydata-book-2nd-edition\COPYING (1138, 2018-03-03)
pydata-book-2nd-edition\appa.ipynb (31869, 2018-03-03)
pydata-book-2nd-edition\ch02.ipynb (40149, 2018-03-03)
pydata-book-2nd-edition\ch03.ipynb (44269, 2018-03-03)
pydata-book-2nd-edition\ch04.ipynb (33375, 2018-03-03)
pydata-book-2nd-edition\ch05.ipynb (38649, 2018-03-03)
pydata-book-2nd-edition\ch06.ipynb (25266, 2018-03-03)
pydata-book-2nd-edition\ch07.ipynb (27677, 2018-03-03)
pydata-book-2nd-edition\ch08.ipynb (25978, 2018-03-03)
pydata-book-2nd-edition\ch09.ipynb (24002, 2018-03-03)
pydata-book-2nd-edition\ch10.ipynb (26989, 2018-03-03)
pydata-book-2nd-edition\ch11.ipynb (38828, 2018-03-03)
pydata-book-2nd-edition\ch12.ipynb (18522, 2018-03-03)
pydata-book-2nd-edition\ch13.ipynb (16196, 2018-03-03)
pydata-book-2nd-edition\ch14.ipynb (44144, 2018-03-03)
pydata-book-2nd-edition\datasets (0, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames (0, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1880.txt (24933, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1881.txt (24065, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1882.txt (26559, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1883.txt (26003, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1884.txt (28670, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1885.txt (28625, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1886.txt (29822, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1887.txt (29532, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1888.txt (33065, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1889.txt (32297, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1890.txt (33621, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1891.txt (33186, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1892.txt (36542, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1893.txt (35434, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1894.txt (36817, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1895.txt (38232, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1896.txt (38747, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1897.txt (37936, 2018-03-03)
pydata-book-2nd-edition\datasets\babynames\yob1898.txt (40937, 2018-03-03)
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# Python for Data Analysis, 2nd Edition Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media [Buy the book on Amazon][1] # 1st Edition Readers If you are reading the [1st Edition][1] (published in 2012), please find the reorganized book materials on the [`1st-edition` branch][2]. # Translations * [Chinese][3] by Xu Liang ## IPython Notebooks: * [Chapter 2: Python Language Basics, IPython, and Jupyter Notebooks](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch02.ipynb) * [Chapter 3: Built-in Data Structures, Functions, and Files](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch03.ipynb) * [Chapter 4: NumPy Basics: Arrays and Vectorized Computation](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch04.ipynb) * [Chapter 5: Getting Started with pandas](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch05.ipynb) * [Chapter 6: Data Loading, Storage, and File Formats](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch06.ipynb) * [Chapter 7: Data Cleaning and Preparation](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch07.ipynb) * [Chapter 8: Data Wrangling: Join, Combine, and Reshape](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch08.ipynb) * [Chapter 9: Plotting and Visualization](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch09.ipynb) * [Chapter 10: Data Aggregation and Group Operations](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch10.ipynb) * [Chapter 11: Time Series](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch11.ipynb) * [Chapter 12: Advanced pandas](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch12.ipynb) * [Chapter 13: Introduction to Modeling Libraries in Python](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch13.ipynb) * [Chapter 14: Data Analysis Examples](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/ch14.ipynb) * [Appendix A: Advanced NumPy](http://nbviewer.ipython.org/github/pydata/pydata-book/blob/2nd-edition/appa.ipynb) ## License ### Code The code in this repository, including all code samples in the notebooks listed above, is released under the [MIT license](LICENSE-CODE). Read more at the [Open Source Initiative](https://opensource.org/licenses/MIT). [1]: http://amzn.to/2vvBijB [2]: https://github.com/wesm/pydata-book/tree/1st-edition [3]: https://github.com/BrambleXu/pydata-notebook

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