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What problem does it solve?

This Skill streamlines R development by providing expert guidance on modern R features, data manipulation, visualization, and application development, ensuring efficient and reproducible code.

Core Features & Use Cases

• Modern R Development: Leverage R 4.4+ features like native pipes and lambda syntax.
• Data Science Pipelines: Efficiently handle data manipulation with dplyr, tidyr, and purrr.
• Visualization: Create compelling plots with ggplot2 and patchwork.
• Web Applications: Build interactive dashboards using Shiny.
• Reproducible Workflows: Implement best practices for testing with testthat and dependency management with renv.
• Use Case: Develop a complex data analysis pipeline, from data cleaning and transformation to interactive visualization and deployment, all within an R environment.

Quick Start

Use the R language skill to create a ggplot2 visualization of the 'mtcars' dataset, mapping 'wt' to the x-axis and 'mpg' to the y-axis, with points colored by 'cyl'.