Instruction: Explain how to perform advanced customizations in ggplot2, including creating custom themes and extending ggplot2 with new geoms.
Context: This question evaluates the candidate's proficiency in enhancing data visualizations with ggplot2 through advanced customizations, showcasing their ability to create compelling and informative plots.