A Guide to Different Visualizations with Plotly Express for Practitioners

Plotly Express is a free and open-source Python visualization library for creating interactive and beautiful visualizations. It's a great way to find patterns in a dataset before diving into machine learning modelling. In this article, we will look at how to use it in an example-driven way, giving you an overview of Plotly Express using the built-in datasets, explaining it from the ground up, and covering all of the most commonly used charts. The following are the points and plots that this article will cover. Table of Contents About Plotly ExpressVisualization With Plotly ExpressBasic ChartsTree Maps3D PlotMulti-Dimensional PlotPolar Charts Let’s start the discussion by understanding what is Plotly Express? About Plotly Express Plotly Express is a new Python visualization