# missingno vs PyGWalker

## Key differences

- PyGWalker has 3.8× as many GitHub stars as missingno (16K vs 4.2K).
- PyGWalker had more development activity over the last 12 months: 154 commits vs 0.
- missingno is downloaded 1.3× as often on PyPI (67.8K vs 51.9K per week).
- missingno is licensed under MIT; PyGWalker under Apache-2.0.
- missingno is the older project: its repository was created in 2016, PyGWalker's in 2023.
- missingno has had no commits since Feb 26, 2023.

| | missingno | PyGWalker |
|---|---|---|
| Description | Provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib. | Turns dataframes into a drag-and-drop visual analysis UI in Jupyter, based on Graphic Walker. |
| GitHub stars | 4,212 | 16,001 |
| Commits (12 months) | 0 | 154 |
| Contributors | 16 | 26 |
| License | MIT | Apache-2.0 |
| Language | Python | Python |
| Status | Inactive | Active |
| Install | `pip install missingno` | `pip install pygwalker` |

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