# PyGWalker vs ydata-profiling

## Key differences

- PyGWalker has 1.2× as many GitHub stars as ydata-profiling (16K vs 13.7K).
- PyGWalker had more development activity over the last 12 months: 154 commits vs 14.
- ydata-profiling is downloaded 3× as often on PyPI (153.6K vs 51.9K per week).
- PyGWalker is licensed under Apache-2.0; ydata-profiling under MIT.
- ydata-profiling is the older project: its repository was created in 2016, PyGWalker's in 2023.

| | PyGWalker | ydata-profiling |
|---|---|---|
| Description | Turns dataframes into a drag-and-drop visual analysis UI in Jupyter, based on Graphic Walker. | Generates statistical analytic reports with visualization for quick data analysis (formerly pandas-profiling). |
| GitHub stars | 16,001 | 13,746 |
| Commits (12 months) | 154 | 14 |
| Contributors | 26 | 115 |
| License | Apache-2.0 | MIT |
| Language | Python | Python |
| Status | Active | Active |
| Install | `pip install pygwalker` | `pip install ydata-profiling` |

Source: https://awesomedataviz.com/compare/pygwalker-vs-ydata-profiling/ · Data updated 2026-11-01 · Content: CC BY 4.0, Awesome Dataviz (https://awesomedataviz.com).