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Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch? Cancel Create 2 branches 3 tags Code * Local * Codespaces * Clone HTTPS GitHub CLI [https://github.com/K] Use Git or checkout with SVN using the web URL. [gh repo clone Kanari] Work fast with our official CLI. Learn more. * Open with GitHub Desktop * Download ZIP Sign In Required Please sign in to use Codespaces. Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching Xcode If nothing happens, download Xcode and try again. Launching Visual Studio Code Your codespace will open once ready. There was a problem preparing your codespace, please try again. Latest commit @Asm-Def Asm-Def Update README.md ... 2abc518 Feb 20, 2023 Update README.md 2abc518 Git stats * 19 commits Files Permalink Failed to load latest commit information. Type Name Latest commit message Commit time .github/workflows graphic-walker @ db69b7c pygwalker tests .gitignore .gitmodules LICENSE MANIFEST.in README.md compile.sh environment.yml poetry.lock pyproject.toml View code PyGWalker: A Python Library for Exploratory Data Analysis with Visualization Getting Started Tested Environments Setup pygwalker Use pygwalker in Jupyter Notebook License Resources README.md [68747470733a2f2f646f63732d75732e6f73732d75732d776573742d312e616c697] PyGWalker: A Python Library for Exploratory Data Analysis with Visualization PyPI version binder discord invitation link Twitter Follow PyGWalker can simplify your Jupyter Notebook data analysis and data visualization workflow. By turning your pandas dataframe into a Tableau-style User Interface for visual exploration. PyGWalker (pronounced like "Pig Walker", just for fun) is named as an abbreviation of "Python binding of Graphic Walker". It intergrates Jupyter Notebook (or other jupyter-based notebooks) with Graphic Walker, a different type of open-source alternative to Tableau. It allows data scientists to analyze data and visualize patterns with simple drag-and-drop operations. Visit Google Colab, Kaggle Code, Binder or Graphic Walker Online Demo to test it out! PyGWalker will add more support such as R in the future. Getting Started Tested Environments * [*] Jupyter Notebook * [*] Google Colab * [*] Kaggle Code * [*] Jupyter Lab (WIP: There're still some tiny CSS issues) * [ ] Visual Studio Code * [ ] ...feel free to raise an issue for more environments. Run in Kaggle Run in Colab Kaggle Code Google Colab Setup pygwalker Before using pygwalker, make sure to install the packages through the command line using pip. pip install pygwalker Use pygwalker in Jupyter Notebook Import pygwalker and pandas to your Jupyter Notebook to get started. import pandas as pd import pygwalker as pyg You can use pygwalker without changing your existing workflow. For example, you can call up Graphic Walker with the dataframe loaded in this way: df = pd.read_csv('./bike_sharing_dc.csv', parse_dates=['date']) gwalker = pyg.walk(df) You can even try it online, simply visiting Binder, Google Colab or Kaggle Code. [6874747073] That's it. Now you have a Tableau-like user interface to analyze and visualize data by dragging and dropping variables. [6874747073] Manually explore your data with a Tableau-like UI Cool things you can do with Graphic Walker: * You can change the mark type into others to make different charts, for example, a line chart: graphic walker line chart * To compare different measures, you can create a concat view by adding more than one measure into rows/columns. graphic walker area chart * To make a facet view of several subviews divided by the value in dimension, put dimensions into rows or columns to make a facets view. The rules are similar to Tableau. graphic walker scatter chart * You can save the data exploration result to a local file. For more detailed instructions, visit the Graphic Walker GitHub page. License MIT License Resources * Check out more resources about Graphic Walker on Graphic Walker GitHub * We are also working on RATH: an Open Source, Automate exploratory data analysis tool that redefines the workflow of data wrangling, exploration and visualization with AI-powered automation. Check out the Kanaries website and RATH GitHub for more! * If you encounter any issues and need support, join our Slack or Discord channels. * Share pygwalker on these social media platforms: Reddit HackerNews Twitter Facebook LinkedIn About pygwalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis Topics visualization pandas data-analysis tableau tableau-alternative Resources Readme License MIT license Stars 673 stars Watchers 4 watching Forks 8 forks Releases 3 0.1.2 Latest Feb 20, 2023 + 2 releases Packages 0 No packages published Contributors 3 * @Asm-Def Asm-Def * @eduard93 eduard93 Eduard * @ObservedObserver ObservedObserver Fractal Banana Languages * Jupyter Notebook 100.0% Footer (c) 2023 GitHub, Inc. Footer navigation * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time. You signed in with another tab or window. Reload to refresh your session. 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