This project analyze the volatility and correlation between Apple and Google stocks, alongside comparing their performance with other S&P 500 stocks. The goals is to facilitate informed investment decisions through data-driven insights. The steps involved are: - Gathering historical stock price data from Yahoo Finance for Apple and Google. - Cleaning and preprocessing the data to ensure accuracy. - Creating relevant variables for deeper insights into stock performance. - Aligning the data temporally for fair comparison. - Utilizing data visualization techniques to present comparisons effectively. - Applying statistical methods to identify patterns and relationships between the stocks. - Comparing the performance of Apple and Google stocks against benchmarks like the S&P 500 to understand their relative performance in the market.