Restaurant Investment Tool - R Shiny Application

Overview

The Restaurant Investment Tool is an R Shiny web GIS project designed to assist in making informed decisions about suitable locations for restaurant investments. The tool employs a spatial regression model to predict the viability of different locations based on key parameters such as rent, footfall per day, food joint type, and competition distance.

Features

• Predicts suitable locations for restaurant investments.
• Utilizes spatial regression modeling.
• Interactive web interface powered by R Shiny.
• Visualizes predictions on an interactive map.

Project Structure

• data: Contains the datasets used for training the model.
• WebProj.Rproj: RSrudio Project.
• app.R: Contains the R Shiny application source code.
• README.md: Documentation for the project.

Setup

1. Ensure you have R and R Shiny installed.
2. Ensure you install the leaflet package

how to install

install.packages("shiny") install.packages("leaflet")

4. Open the R Shiny application:

   ## load libraries
   library(shiny)
   library(leaflet)