What are the differences between Bokeh and Plotly?

What are the main differences between Bokeh and Plotly?

Bokeh and Plotly are both powerful data visualization libraries, but they have different strengths. Bokeh is great for creating interactive visualizations for web applications, while Plotly excels in creating complex, interactive plots with ease.

Can you give examples of when to use each?

Sure! Use Bokeh when you need to build a web app with interactive plots that can handle large datasets. Use Plotly for quick, interactive visualizations, especially when you want to share them easily online.

What about their learning curves?

Bokeh has a steeper learning curve due to its flexibility and customization options. Plotly is generally easier to learn, especially for beginners, because of its straightforward syntax and built-in features.

Are there any performance differences?

Yes, Bokeh can handle larger datasets more efficiently, while Plotly may slow down with very large data due to its rendering methods. However, for most typical use cases, both perform well.