[Statistics question]: Violin plot

[haesleinhuepf]

Question:

Generate two 1d numeric example datasets which are combinations of three normal distributions each, with different means and different standard deviations. Use this data to draw a violin plot.

Python Tools

• List of Python libraries we should use for answering this:
  • numpy
  • scipy
  • seaborn

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git-bob try to do this

[github-actions]

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To address issue #44, two datasets composed of combinations of three different normal distributions were generated using numpy and scipy. A violin plot was then created to visualize these datasets utilizing seaborn. The resulting plot was saved as "violin_plot.png" and included in the repository. Additionally, a Jupyter Notebook named "statistics_violin_plot.ipynb" was created to document and execute the process of generating the data and plotting the violin plot.

• A violin plot image generated from the datasets using seaborn.
• statistics_violin_plot.ipynb Created a Jupyter Notebook to generate datasets and plot a violin plot using numpy, scipy, and seaborn.