S&P 500 Analysis and Prediction Project​

This project analyzes the historical data of the S&P 500 index using the Alpha Vantage API. 
The Python code retrieves the data, cleans it, calculates daily returns, computes moving averages, identifies trends, performs simple linear regression, 
and makes predictions for the future returns of the index.

Visualizations

S&P500 Index With Moving Average

S&P500 Index Historical and Predicted Returns 


Code​

The Python code for this project can be found  Here