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📈 Stock Prediction Using S&P 500 Data

Overview

This project fetches historical stock market data for the S&P 500 Index (^GSPC) using yfinance and prepares it for analysis. The dataset can be used for time series forecasting, trend analysis, and predictive modeling in stock market research.

Technologies Used

  • 🐍 Python
  • 📊 yfinance (Yahoo Finance API)
  • 📈 Time Series Analysis

Installation

Before running the script, install the required library:

pip install yfinance

About

Implemented a machine learning model to determine if the market is on an upward trend and if it is appropriate to trade.

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