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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")

  1. Open the R Shiny application:

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