https://github.com/supersupeng/data-analysis-with-python

用python玩转数据
https://github.com/supersupeng/data-analysis-with-python

python-for-data-analysis

Last synced: 8 months ago
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用python玩转数据

• Host: GitHub
• URL: https://github.com/supersupeng/data-analysis-with-python
• Owner: SuperSupeng
• Created: 2019-07-15T12:34:23.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2021-08-24T06:42:05.000Z (over 4 years ago)
• Last Synced: 2025-03-30T04:41:27.618Z (8 months ago)
• Topics: python-for-data-analysis
• Language: Jupyter Notebook
• Size: 4.1 MB
• Stars: 6
• Watchers: 0
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Data-analysis-with-python

用python玩转数据。Data analysis with python.

## 1. 涉及的内容

- [神奇的numpy](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/Magical-numpy/神奇的numpy.ipynb)

- [强大的pandas](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/Powerful-pandas/强大的pandas.ipynb)

- [数据载入]()

- [数据清洗]()

- [数据规整]()

- [数据聚合与分组]()

## 2. 数据可视化

- [便捷的matplotlib](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/beautiful-matplotlib/美丽的matplotlib.ipynb)

- [bokeh](https://github.com/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/oh-bokeh/README.md)

## 3. 机器学习中Python数据实践样例

- [量化交易]()

## 4. 本项目参考：

### 4.1 <<利用Python进行数据分析>>

[![利用Python进行数据分析](https://github.com/SuperSupeng/Data-analysis-with-python/blob/master/imgs/%E5%88%A9%E7%94%A8python%E8%BF%9B%E8%A1%8C%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90.png?raw=true)](https://www.amazon.com/gp/product/1491957662/ref=as_li_tl?ie=UTF8&tag=quantpytho-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=1491957662&linkId=8c3bf87b221dbcd8f541f0db20d4da83)

### 4.2 [Bokeh](https://github.com/bokeh/bokeh)开源项目



  



### 4.3 <<特征工程入门与实践>>

[![特征工程入门与实践](https://github.com/SuperSupeng/Data-analysis-with-python/blob/master/imgs/%E7%89%B9%E5%BE%81%E5%B7%A5%E7%A8%8B%E5%85%A5%E9%97%A8%E4%B8%8E%E5%AE%9E%E8%B7%B5.jpg?raw=true)](https://item.jd.com/12530567.html)

### 4.4 <<美团机器学习实践>>

[![美团机器学习实践](https://github.com/SuperSupeng/Data-analysis-with-python/blob/master/imgs/%E7%BE%8E%E5%9B%A2%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E8%B7%B5.jpg?raw=true)](https://item.jd.com/12414240.html)