[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

Note: Your images and the text you enter here may be sent to OpenAI's online service where we use a large language model to answer your request. Do not upload any data you cannot share openly. Also do not enter any private or secret information. By submitting this Github issue, you confirm that you understand these conditions.

git-bob try to do this

[github-actions[bot]]

^{This message was generated by git-bob (version: 0.11.0, model: gpt-4o-2024-08-06, log), an experimental AI-based assistant. It can make mistakes and has limitations. Check its messages carefully.}

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.