# LIDA vs missingno

## Key differences

- missingno has 1.3× as many GitHub stars as LIDA (4.2K vs 3.3K).
- missingno is downloaded 271× as often on PyPI (67.8K vs 250 per week).
- Both are released under the MIT license.
- LIDA is written primarily in Jupyter Notebook, missingno in Python.
- missingno is the older project: its repository was created in 2016, LIDA's in 2023.
- LIDA has had no commits since Mar 3, 2024.
- missingno has had no commits since Feb 26, 2023.

| | LIDA | missingno |
|---|---|---|
| Description | Generates visualizations and infographics from data with large language models, from Microsoft. | Provides flexible toolset of data-visualization utilities that allows quick visual summary of the completeness of your dataset, based on matplotlib. |
| GitHub stars | 3,288 | 4,212 |
| Commits (12 months) | 0 | 0 |
| Contributors | 14 | 16 |
| License | MIT | MIT |
| Language | Jupyter Notebook | Python |
| Status | Inactive | Inactive |
| Install | `pip install lida` | `pip install missingno` |

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