S&P 500 Prediction Model

This repository contains a Streamlit-based web application that predicts whether the S&P 500 index will go up or down the next day based on historical market data. The prediction is made using a machine learning model (RandomForestClassifier) trained on data from Yahoo Finance.

Features

• Real-time Predictions: Get predictions on whether the S&P 500 will rise or fall the next day.
• Interactive Visualizations: Explore historical closing prices and trading volumes with interactive charts.
• User-Friendly Interface: A clean and intuitive interface built with Streamlit, making it easy to interact with the model and view results.
• Historical Data Display: Option to display recent historical data for deeper analysis.