Opioid-Related Drug Death Analysis Using EDA, Statistical Testing, and Logistic Regression

Table of Content

• 1. Introduction

• 2. Key Findings from the Exploratory Data Analysis (EDA)

  • Descriptive Statistics:
  • Visualizations
  • Correlation Analysis

• 3. Hypothesis Testing Results

  • Research Questions:
  • Results of Hypothesis Testing

• 4. Model Building and Performance

  • Logistic Regression Model:
  • Model Performance Evaluation:
  • Perfect Performance (Overfitting:
  • Model Limitations:
• 5. Justification of the methodology 
• 6. Conclusions and Future Work
• 7. Introduction to Tableau and Data Exploration 
• 8. Task 1: Visualizing Medals by City
• 9. Task 2: Athlete Age vs. Medal Type
• 10. Task 3: Medal Counts by Season and City
• 11. Task 4: Medal Type by Sex
• 12. Task 5: Interactive Dashboard
• 13. Conclusion
• 14. References