diff --git a/contrib/plotting-visualization/SeabornPlotting .md b/contrib/plotting-visualization/seaborn-plotting.md
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+++ b/contrib/plotting-visualization/seaborn-plotting.md
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 ```
 ![Alt text](/images/plot_images/image16.png)
 
-Seaborn is a versatile library that simplifies the creation of complex visualizations. By using Seaborn's plotting functions, you can create a wide range of statistical graphics with minimal effort. Whether you're working with relational data, categorical data, or distributions, Seaborn provides the tools you need to visualize your data effectively.
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+Seaborn is a versatile library that simplifies the creation of complex visualizations. By using Seaborn's plotting functions, you can create a wide range of statistical graphics with minimal effort. Whether you're working with relational data, categorical data, or distributions, Seaborn provides the tools you need to visualize your data effectively.