Tourism Revenue Prediction App

This repository contains the code for the Tourism Revenue Prediction App, a machine learning-based web application built using Streamlit. The app predicts tourism revenue based on GDP per capita or other input features and displays visualizations of the results.

🔗 Access the Live App Here

📋 Features

• Revenue Prediction: Input GDP per capital to get a predicted tourism revenue.
• Yearly Visualization: View a graphical representation of the revenue prediction for specific years.
• Interactive UI: Simple and user-friendly interface powered by Streamlit.
• Dynamic Graphs: Visualize predicted data using line graphs.

🛠️ Installation and Setup

To run this app locally, follow these steps:

1. Clone this repository:

   git clone https://github.com/aspee12/machine-learning.git
   cd your-repo-name
   

2. Create and activate a virtual environment:

   python3 -m venv .venv
   source .venv/bin/activate  # On macOS/Linux
   .venv\Scripts\activate      # On Windows
   

3. Install the required dependencies:

   pip install -r requirements.txt
   

4. Run the app:

   streamlit run app.py