Stock Analysis Dashboard

Stock Analysis Dashboard with R Shiny and Plotly. This dashboard allows users to analyze stock data. Powered with randomForest and caret for stock prediction.

Get Started

Prerequisites

• R 4.2.3
• RStudio

Setup Project

1. Clone the repository

git clone https://github.com/mohits-git/r-project.git

2. Open the project in RStudio

3. Install the required packages

install.packages(c("shiny", "ggplot2", "dplyr", "shinydashboard", "plotly", "zoo", "caret", "randomForest", "conflicted", "rsconnect"))

4. Run the app

Open run-r-projct.R in RStudio and click on Run App button

Deploy the app on shinyapps.io

1. Create an account on shinyapps.io

2. Install the rsconnect package

install.packages("rsconnect")

3. Set .env variables (check .env.example)

RS_ACCOUNT_NAME=
RS_TOKEN=
RS_SECRET=

4. Deploy the app

Open deployment.R in RStudio and run the full script