{"id":20735348,"url":"https://github.com/supersupeng/data-analysis-with-python","last_synced_at":"2025-04-23T23:42:56.244Z","repository":{"id":133223776,"uuid":"196995382","full_name":"SuperSupeng/Data-analysis-with-python","owner":"SuperSupeng","description":"用python玩转数据","archived":false,"fork":false,"pushed_at":"2021-08-24T06:42:05.000Z","size":4296,"stargazers_count":6,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-30T04:41:27.618Z","etag":null,"topics":["python-for-data-analysis"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data-analysis-with-python\n用python玩转数据。Data analysis with python.\n\n## 1. 涉及的内容\n\n- [神奇的numpy](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/Magical-numpy/神奇的numpy.ipynb)\n- [强大的pandas](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/Powerful-pandas/强大的pandas.ipynb)\n- [数据载入]()\n- [数据清洗]()\n- [数据规整]()\n- [数据聚合与分组]()\n\n## 2. 数据可视化\n\n- [便捷的matplotlib](https://nbviewer.jupyter.org/github/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/beautiful-matplotlib/美丽的matplotlib.ipynb)\n- [bokeh](https://github.com/SuperSupeng/Data-analysis-with-python/blob/master/dataAnalysis/oh-bokeh/README.md)\n\n## 3. 机器学习中Python数据实践样例\n\n- [量化交易]()\n\n\n## 4. 本项目参考：\n### 4.1 \u003c\u003c利用Python进行数据分析\u003e\u003e\n\n[![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\u0026tag=quantpytho-20\u0026camp=1789\u0026creative=9325\u0026linkCode=as2\u0026creativeASIN=1491957662\u0026linkId=8c3bf87b221dbcd8f541f0db20d4da83)\n\n### 4.2 [Bokeh](https://github.com/bokeh/bokeh)开源项目\n\n\u003ca href=\"https://bokeh.org\"\u003e\n  \u003cimg src=\"https://static.bokeh.org/logos/logotype.svg\" height=\"60\" alt=\"Bokeh logotype\" /\u003e\n\u003c/a\u003e\n\n### 4.3 \u003c\u003c特征工程入门与实践\u003e\u003e\n\n[![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)\n\n### 4.4 \u003c\u003c美团机器学习实践\u003e\u003e\n\n[![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)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupersupeng%2Fdata-analysis-with-python","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsupersupeng%2Fdata-analysis-with-python","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsupersupeng%2Fdata-analysis-with-python/lists"}