# scientific-visualization

Skill · `skill:scientific-visualization`

Favz census, built 2026-10-04. Tool names and counts only. No repo names. HTML page: https://favz.co/tools/skill-scientific-visualization.html

- Repos that have it now: 26
- Repos that ever had it: 28
- Still have it: 93%
- Share of census repos with any tool: 0.03%

## Repos with it, by month

From commit dates in each repo's history. The last few days always look low, because repos found later fill them in.

| Month | Repos at month end |
|---|---|
| 2025-11 | 1 |
| 2026-01 | 2 |
| 2026-02 | 4 |
| 2026-03 | 9 |
| 2026-04 | 14 |
| 2026-05 | 16 |
| 2026-06 | 19 |
| 2026-07 | 20 |
| 2026-08 | 23 |
| 2026-09 | 26 |

## Goes with

Tools found in the same repos, ranked by lift: 3× means the two show up together three times as often as chance would give. Only pairs sharing 5 or more repos.

| Tool | Kind | Repos with both | Lift |
|---|---|---|---|
| [statistical-analysis](https://favz.co/tools/skill-statistical-analysis.md) | Skill | 13 | 2252.9× |
| [markitdown](https://favz.co/tools/skill-markitdown.md) | Skill | 11 | 2001.6× |
| [sympy](https://favz.co/tools/skill-sympy.md) | Skill | 11 | 2001.6× |
| [statsmodels](https://favz.co/tools/skill-statsmodels.md) | Skill | 11 | 1906.3× |
| [venue-templates](https://favz.co/tools/skill-venue-templates.md) | Skill | 11 | 1906.3× |
| [seaborn](https://favz.co/tools/skill-seaborn.md) | Skill | 12 | 1898.8× |
| [matplotlib](https://favz.co/tools/skill-matplotlib.md) | Skill | 15 | 1882.4× |
| [polars](https://favz.co/tools/skill-polars.md) | Skill | 10 | 1733.0× |
| [scientific-writing](https://favz.co/tools/skill-scientific-writing.md) | Skill | 22 | 1703.5× |
| [biopython](https://favz.co/tools/skill-biopython.md) | Skill | 9 | 1637.7× |
| [scientific-critical-thinking](https://favz.co/tools/skill-scientific-critical-thinking.md) | Skill | 12 | 1455.7× |
| [scikit-learn](https://favz.co/tools/skill-scikit-learn.md) | Skill | 10 | 1455.7× |