JPMorgan Chase Stock Price Analysis & Pediction OverView A machine learning project analyzing JPMorgan Chase (JPM) stock price data from 2020 to 2026 using real market data from Yahoo Finance

Results Price Prediction Accuracy: 58% Up Day Recall: 69% Dataset: 1,376 real trading days Charts Created JPM Price History 2020-2026 Price vs Moving Averages (50 & 200 Day) Individual MA Analysis (3 charts) Daily Trading Volume Tools Used Python yfinance (Yahoo Finance data) Scikit-learn Pandas, NumPy, Matplotlib Features Used Daily Return 50 Day Moving Average 200 Day Moving Average Momentum Volatility Volume 20 Day Average MA50 Distance