OSU Quantathon 2024 ChallengeCommodity Trading Analysis

The correlation between Delta Airlines' stock and oil prices and how changes in oil costs affect Delta's financial performance.

Project Overview 🌍

The correlation between Delta Airlines' stock and oil prices and how changes in oil costs affect Delta's financial performance.

  • Analyze the impact of oil price fluctuations on Delta Airlines' stock value.
  • Study historical data to identify trends between Delta's stock performance and oil prices.
  • Assess how changes in oil prices affect Delta's operational costs, profitability, and market valuation.

Data and Resources 📊

The analysis is based on historical price data for crude oil and Delta Airlines

  • Includes open, high, low, close, and adjusted close prices for crude oil and Delta Airlines.
  • Trading volumes are also part of the data set.
  • The data aids in modeling and forecasting future price movements.
  • Useful for developing investment strategies.

Project Roadmap 🚀

  • Data Collection: Gather historical data on Delta Airlines' stock prices and oil costs.
  • Trend Analysis: Analyze patterns between Delta' s stock performance and oil price fluctuations.
  • Financial Impact Assessment: Evaluate how changes in oil prices affect Delta' s profitability.
  • Sensitivity Modeling: Develop a model to predict Delta' s stock response to oil price changes.
  • Risk Mitigation Review: Examine Delta' s strategies for managing oil price volatility.
  • Competitive Analysis: Compare the oil price impact on Delta with its industry peers.
  • Strategic Recommendations: Propose actions for Delta to enhance resilience against oil price changes.

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