# missingno vs ydata-profiling

## Key differences

- ydata-profiling has 3.3× as many GitHub stars as missingno (13.7K vs 4.2K).
- ydata-profiling had more development activity over the last 12 months: 14 commits vs 0.
- ydata-profiling is downloaded 2.3× as often on PyPI (153.6K vs 67.8K per week).
- Both are released under the MIT license.
- missingno has had no commits since Feb 26, 2023.

| | missingno | ydata-profiling |
|---|---|---|
| Description | Provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib. | Generates statistical analytic reports with visualization for quick data analysis (formerly pandas-profiling). |
| GitHub stars | 4,212 | 13,746 |
| Commits (12 months) | 0 | 14 |
| Contributors | 16 | 115 |
| License | MIT | MIT |
| Language | Python | Python |
| Status | Inactive | Active |
| Install | `pip install missingno` | `pip install ydata-profiling` |

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