PyGWalker

PyGWalker是一个在Jupyter Notebook环境中运行的DataFrame探索式分析工具,通过一条命令即可生成交互式图形界面,支持类似Tableau/PowerBI的拖拽字段方式进行数据分析。

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<!-- [![中文frontpage](https://user-images.githubusercontent.com/8137814/220710525-f2eb7a2b-d2b0-4bdd-8dd6-0fcc750e3d38.png)](https://github.com/Kanaries/pygwalker) -->![中文frontpage](https://user-images.githubusercontent.com/8137814/221856059-dc90c88e-a257-432d-b9c5-377774552584.png)# 项目说明[PyGWalker](https://github.com/Kanaries/pygwalker)是个在Jupyter Notebook环境中运行的DataFrame探索式分析工具,仅一条命令即可生成一个可交互的图形界面,以类似Tableau/PowerBI的方式,通过拖拽字段进行数据分析。**项目地址**:https://github.com/Kanaries/pygwalker或直接在[Google Colab](https://colab.research.google.com/drive/171QUQeq-uTLgSj1u-P9DQig7Md1kpXQ2?usp=sharing), [Kaggle Code](https://www.kaggle.com/asmdef/pygwalker-test)或者[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/Kanaries/pygwalker/main?labpath=tests%2Fmain.ipynb)上试用。如果你有一个pandas DataFrame,那么你只需```python!pip install pygwalkerimport pygwalker as pygpyg.walk(df)```即可开始数据探索:[![图片](https://docs-us.oss-us-west-1.aliyuncs.com/img/pygwalker/travel-ani-0.gif)](https://github.com/Kanaries/pygwalker)[![图片](https://docs-us.oss-us-west-1.aliyuncs.com/img/pygwalker/travel-ani-1.gif)](https://github.com/Kanaries/pygwalker)[![图片](https://user-images.githubusercontent.com/8137814/221871179-1ee6f0be-81e0-46f3-9b5c-c2985022d7e2.png)](https://github.com/Kanaries/pygwalker)[![图片](https://user-images.githubusercontent.com/8137814/221871355-834242cd-2f7c-4cd0-adb8-f6c4214dc782.png)](https://github.com/Kanaries/pygwalker)[![图片](https://user-images.githubusercontent.com/8137814/221871409-f969e280-22af-4584-9c87-8bd3d15e2f9a.png)](https://github.com/Kanaries/pygwalker)# 已测试的环境- [x] Jupyter Notebook- [x] Jupyter Lite- [x] Google Colab- [x] Kaggle Code- [x] Jupyter Lab (WIP: 仍然存在一些关于react-beautiful-dnd的CSS bug)- [x] Databricks Notebook (自`0.1.4a0`版本后支持)- [x] VSCode中的Jupyter扩展 (自`0.1.4a1`版本后支持)- [x] Hex Project- [x] 大多数支持IPython Kernel的在线Notebook平台- [ ] 更多运行环境欢迎补充**项目地址**:https://github.com/Kanaries/pygwalker