Lessons and Exercises

Introduction to R & RStudio

• Introduction to R Programming an introduction to functions and objects
• R Workflow Best Practices tips for managing your code, data, and files
• Subsetting and Flow Control Statements change the flow of your code

Reproducible Analysis With R Markdown

• Getting Started With R Markdown building reproducible reports
• Displaying Tables With reactable interactive tables in reproducible reports
• Displaying Tables With gt create a wide variety of tables using a cohesive set of table parts
• Displaying Tables With DT (under construction) tables for R Markdown and shiny applications
• Displaying graphs in tables (under construction) add graphs to your tables!

Data Manipulation and Transformation

• Introduction to Data Manipulation introduction to wrangling data
• Reshaping and Joining Data in R transpose, pivot, split, and combine data
• Advanced Data Transformation and Manipulation dealing with complex data structures
• Scraping Wikipedia Tables advanced wrangling example

Simulate Data

Coming soon!

Data Visualization

• Introduction to Data Visualization with ggplot2 an introduction to the grammar of graphics
• Data Visualization as Communication using graphs to effectively share ideas
• Advanced Data Visualization extending ggplot2

Dashboards and Shiny

coming soon!

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