coding-r

Purpose

This skill allows the AI to execute R programming tasks for data manipulation, visualization, and analysis using packages like tidyverse and ggplot2, focusing on data frames, statistical modeling, RMarkdown reports, Shiny apps, and package development.

When to Use

• When handling tabular data with data frames, such as cleaning and transforming datasets.
• For creating visualizations with ggplot2, like scatter plots or histograms.
• In statistical modeling scenarios, e.g., linear regression on datasets.
• Building interactive apps with Shiny or generating reports via RMarkdown.
• Developing or extending R packages for custom data science workflows.

Key Capabilities