Which is better for data visualization: Plotly or Matplotlib?

Which is better for data visualization: Plotly or Matplotlib?

Both Plotly and Matplotlib are great for data visualization, but they serve different purposes. Plotly is interactive and web-based, while Matplotlib is more suited for static plots.

Can you explain the main features of each library?

Sure! Plotly offers interactive graphs, easy integration with web apps, and a wide range of chart types. Matplotlib, on the other hand, provides fine control over plot aesthetics and is great for creating publication-quality figures.

What about performance? Which one is faster?

In general, Matplotlib is faster for creating static plots, while Plotly may have a slight overhead due to its interactivity. However, the difference in performance often depends on the complexity of the visualizations.

Are there any specific use cases where one is preferred over the other?

Yes! Plotly is preferred for dashboards and interactive visualizations, while Matplotlib is often used in academic settings for detailed analysis and static reports.