{
 "schema_version": 1,
 "generated": "2026-11-01",
 "repo": "Kanaries/pygwalker",
 "name": "pygwalker",
 "owner": "Kanaries",
 "slug": "kanaries-pygwalker",
 "github": "https://github.com/Kanaries/pygwalker",
 "what": "PyGWalker turns a pandas, polars or pyarrow dataframe into an interactive, Tableau-style drag-and-drop interface inside Jupyter. It is the Python binding of Graphic Walker and lets you build charts, clean and filter data, profile columns and save chart configs, with computation in the browser, in a local DuckDB kernel or in Kanaries cloud. Charts can be exported as images or as reproducible Python code, and the same UI can be hosted in a Streamlit app.",
 "why": "16k stars, talked about in 2 AI sources we track",
 "language": "Python",
 "requirements": [
  "Python with pandas, polars or pyarrow data",
  "Jupyter Notebook, JupyterLab, Colab or Kaggle, or Streamlit for a web app",
  "pip, conda or mamba to install"
 ],
 "audience_note": "Data scientists and analysts who explore data in notebooks and want charts without writing plotting code.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/kanaries-pygwalker/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "kanaries-pygwalker--explore-a-dataframe-with-drag-and-drop",
   "title": "Explore a dataframe with drag-and-drop charts in Jupyter",
   "best": true,
   "url": "https://dedupedai.com/use-cases/kanaries-pygwalker/explore-a-dataframe-with-drag-and-drop/",
   "json": "https://dedupedai.com/use-cases/u/kanaries-pygwalker/explore-a-dataframe-with-drag-and-drop.json"
  },
  {
   "id": "kanaries-pygwalker--turn-exploration-into-reproducible-code",
   "title": "Turn charts you built by hand into reproducible code",
   "best": false,
   "url": "https://dedupedai.com/use-cases/kanaries-pygwalker/turn-exploration-into-reproducible-code/",
   "json": "https://dedupedai.com/use-cases/u/kanaries-pygwalker/turn-exploration-into-reproducible-code.json"
  },
  {
   "id": "kanaries-pygwalker--share-an-explorer-as-a-streamlit-app",
   "title": "Share a self-serve data explorer as a Streamlit app",
   "best": false,
   "url": "https://dedupedai.com/use-cases/kanaries-pygwalker/share-an-explorer-as-a-streamlit-app/",
   "json": "https://dedupedai.com/use-cases/u/kanaries-pygwalker/share-an-explorer-as-a-streamlit-app.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}