plotly-python

Question

How can I draw a violin plot of the Iris data using Plotly?

Explanation

Plotly is an interactive plotting library that is ideal for creating detailed interactive plots, including violin plots. It is easy to create a violin plot using the plotly.express module, which simplifies many common plotting tasks. The Iris dataset, commonly used in machine learning, is built into the sklearn library. We will load this dataset, convert it into a suitable format using Pandas, and then plot it using Plotly.

Code

Again!

This code uses plotly.express to create a violin plot of the sepal length by species from the Iris dataset. The sepal length (cm) is plotted on the Y-axis, with each species on the X-axis. The violin plot provides insights into the distribution of sepal length measurements within each species, along with a box plot overlay and individual measurements as jittered points for detailed data analysis.