I’m working on a data analysis project in Python and I need to visualize the distribution of a numerical variable across different categories. I’ve heard that violin plots can be a good choice for this task, but I’m not sure how to create them in Python.
Can someone please provide a code example of how to create a violin plot in Python using Matplotlib or Seaborn? I’d also like to know if there are any alternative approaches to visualizing data distributions that I should consider.
For context, let’s say I have a hard-coded dataset with two columns: “Category” (categorical) and “Value” (numerical). I want to create a violin plot to show how the values are distributed across the categories.
Here’s an example dataset:
Any help would be greatly appreciated!