Streamlit Supports 5 Important Data Visualization Libraries - Which to Choose?

You are spoiled for choice when it comes to selecting a data viz library in Streamlit. You can use Altair, Bokeh, Plotly and Matplotlib. But to create a consistent look and feel to your apps, you should maybe select one. But which one?

In this article I code example data visualizations using Altair, Bokeh, Plotly, Pandas Plot and Matplotlib, to illustrate the pros and cons of each of them.

I implement three graphs in each, a dual line plot, a grouped bar chart and a scatter plot with a regression line. You can see the sort of thing below.

Streamlit Supports 5 Important Data Visualization Libraries - Which to Choose? (No paywall)

If you are new to Streamlit why not check out my book, Streamlit from Scratch