📈 Adidas Stock Data Analysis

Welcome to the Adidas Stock Data Analysis project! This dataset contains comprehensive historical stock data for Adidas (Ticker: ADDYY) from 2006 to 2024, retrieved from Yahoo Finance. With this data, you can explore trends, perform detailed analysis, and make data-driven insights into the stock performance of one of the world’s leading sportswear brands.

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🗂️ Dataset Overview

• Source: Yahoo Finance
• Ticker Symbol: ADDYY (Adidas on the OTC market)
• Date Range: May 31, 2006 – December 31, 2024
• Features Included:
  • 🕒 Date: Trading date
  • 💵 Open: Opening price of the stock
  • 📈 High: Highest price of the day
  • 📉 Low: Lowest price of the day
  • 🔒 Close: Closing price of the stock
  • 📊 Adj Close: Adjusted closing price (dividend and split-adjusted)
  • 📦 Volume: Number of shares traded

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🔍 Key Use Cases

1. 📊 Trend Analysis

   • Examine long-term trends in Adidas stock prices.
   • Visualize price movements with moving averages (50-day, 100-day, 200-day).

2. 🛠️ Statistical Insights

   • Perform correlation analysis between features.
   • Evaluate volatility and average returns over time.

3. 📡 Predictive Modeling

   • Use the data for machine learning models like Linear Regression, Random Forest, or LSTM to predict future stock prices.

4. 🧮 Trading Strategies

   • Develop backtesting strategies using historical prices and volume data.

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🌟 Visualization Ideas

• 📈 Line charts for price trends over time.
• 📊 Bar charts for trading volume comparison across years.
• 🖼️ Candlestick charts for daily price movement analysis.

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🚀 Get Started Now!

Analyze the stock performance of Adidas with this clean and well-structured dataset. Whether you're a data analyst, machine learning enthusiast, or finance professional, this project is perfect for gaining insights and building predictive models.

Feel free to ⭐️ this project if you find it useful and share your findings!