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|Challenging GGPLOT2 Topics||Descriptions|
|Advanced Geometric Objects||Explaining and solving assignments involving complex geometric objects like geom_raster, geom_violin, or geom_path.|
|Custom Themes and Styling||Crafting custom themes and styles in GGPLOT2 for unique visualizations with precise control over aesthetics.|
|Faceting and Grids||Providing guidance on creating complex faceted plots and arranging grid layouts effectively.|
|Data Transformation||Assisting with data transformation within GGPLOT2, such as reshaping data or aggregating it for specific visualizations.|
|Interactive Visualizations||Building interactive plots using packages like plotly or shiny in conjunction with GGPLOT2 for engaging visualizations.|
|Combining Multiple Plots||Guiding in combining and arranging multiple GGPLOT2 plots into cohesive visualizations for complex data representation.|
|Dealing with Large Datasets||Handling large datasets efficiently in GGPLOT2, including data summarization and subsetting techniques.|
|Spatial Data Visualization||Supporting the creation of geospatial visualizations with GGPLOT2, especially for geographical data and maps.|
|Advanced Statistical Visualizations||Explaining and assisting with advanced statistical plots (e.g., QQ plots, survival curves) and complex visualizations.|
|Custom Extensions and Plugins||Providing expertise in developing and using custom GGPLOT2 extensions or plugins tailored to specific needs.|