Which is better for data visualization: Plotly or ggplot2?

Which is better for data visualization: Plotly or ggplot2?

Both Plotly and ggplot2 are excellent for data visualization in R, but they serve different purposes. Plotly is great for interactive plots, while ggplot2 excels in creating static visualizations with a strong emphasis on aesthetics.

Can you give me an example of when to use each?

Sure! Use ggplot2 when you need to create detailed static plots for reports or publications. Use Plotly when you want to create interactive dashboards or web applications where users can explore the data.

What are the main advantages of using Plotly?

Plotly's main advantages include interactivity, the ability to create complex visualizations easily, and integration with web applications. It also supports 3D plots and is user-friendly for those who want to create engaging visual content.

Are there any downsides to using Plotly?

Yes, some downsides include a steeper learning curve for advanced features, potential performance issues with large datasets, and the need for an internet connection for some functionalities.