What are the performance benchmarks for ggplot?

What are the performance benchmarks for ggplot?

The performance benchmarks for ggplot can vary based on the complexity of the plots and the size of the data. Generally, ggplot is optimized for handling moderate-sized datasets efficiently.

How does ggplot compare to other plotting libraries in terms of speed?

In terms of speed, ggplot is often slower than libraries like base R graphics or lattice for simple plots, but it excels in creating complex visualizations with less code.

Are there any tips to improve ggplot performance?

Yes! You can improve ggplot performance by reducing the size of your dataset, using simpler geometries, and avoiding unnecessary layers.

What are some common pitfalls that affect ggplot performance?

Common pitfalls include using large datasets without filtering, adding too many layers, and not utilizing data.table or dplyr for data manipulation before plotting.