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Violin, Strip, Swarm, and Raincloud Plots in Python as Better (Sometimes) Alternatives to a Boxplot | by Elena Kosourova | Towards Data Science
![Box Plot Alternatives: Beeswarm and Violin Plots - Data Science Blog: Understand. Implement. Succed. Box Plot Alternatives: Beeswarm and Violin Plots - Data Science Blog: Understand. Implement. Succed.](https://d33wubrfki0l68.cloudfront.net/51f384d21ca753cc844547c6fc853bde1b0da108/21f0e/post/data-visualization/boxplot_alternatives_files/figure-html/unnamed-chunk-1-1.png)
Box Plot Alternatives: Beeswarm and Violin Plots - Data Science Blog: Understand. Implement. Succed.
![Figure 2 from Beanplot: A Boxplot Alternative for Visual Comparison of Distributions | Semantic Scholar Figure 2 from Beanplot: A Boxplot Alternative for Visual Comparison of Distributions | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/d3b30b9b81d4e9367a496040fe546401df895581/4-Figure2-1.png)
Figure 2 from Beanplot: A Boxplot Alternative for Visual Comparison of Distributions | Semantic Scholar
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Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science
![Levi on X: "3 box plot alternatives that are (usually) superior. Need to visualize categories with numbers? Box plot is the first thing that comes into your mind, but forget it! Grow Levi on X: "3 box plot alternatives that are (usually) superior. Need to visualize categories with numbers? Box plot is the first thing that comes into your mind, but forget it! Grow](https://pbs.twimg.com/media/F1jPXKBWcAIyJjE.jpg)
Levi on X: "3 box plot alternatives that are (usually) superior. Need to visualize categories with numbers? Box plot is the first thing that comes into your mind, but forget it! Grow
![Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science](https://miro.medium.com/v2/resize:fit:1800/1*liRTZeZOkaTYlkFtwz6ziw.png)
Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science
![Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*FdCQt5EG9EcyFOX4D7KUgw.png)
Why a Box Plot Should Not be Used Alone and 3 Plots to Use with | by Boriharn K | Towards Data Science
![Box Plot Alternatives: Beeswarm and Violin Plots - Data Science Blog: Understand. Implement. Succed. Box Plot Alternatives: Beeswarm and Violin Plots - Data Science Blog: Understand. Implement. Succed.](https://d33wubrfki0l68.cloudfront.net/220896fe2f4971862f08e60b8b2f5fc6a6956576/35004/post/data-visualization/boxplot_alternatives_files/figure-html/unnamed-chunk-1-2.png)