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2D Random Walk

The 2D Random Walk is a web-based application that allows for the exploration of random walks. The application is built with R Shiny and deployed using shinylive. Check out the live application at https://shiny.thecoatlessprofessor.com/2d-random-walk/

With the shiny app, you can:

  • Specify the type of walk: Cardinal, Diagonal, or Normal;
  • Adjust the step size;
  • Manually take one step;
  • Automatically take steps;
  • Visualize the trajectory of the walk; and
  • See statistics about the walk.

Deployment

This application is deployed using shinylive, allowing it to run directly in the browser without requiring an R server. Shinylive converts the R code to WebAssembly, making it possible to run R applications entirely client-side.

Local Development Environment

  1. Clone the repository:
git clone https://github.com/coatless-shiny/2d-random-walk.git
  1. Open the central-limit-theorem.Rproj

  2. Install required R packages:

install.packages(c("shiny", "ggplot2", "bslib", "bsicons", "shinylive"))
  1. Run the application:
shiny::runApp()
  1. Check if the application can be converted to {shinylive}:
shinylive::export(".", "_site")

Acknowledgments

  • Built using the R Shiny framework
  • Uses the bslib package for Bootstrap 5 theming
  • Deployed using shinylive for browser-based execution