This repository contains a comprehensive study focused on understanding and modeling economic factors into a nation’s carbon emissions. The study aims to understand how different economic status groups affect a nation’s carbon footprint and categorizes nations into high, medium, or low carbon emitters.

• Objective: Analyze the relationship between economic factors and carbon emissions across nations.
• Data Source: World Inequality Database
• Key Findings:
  • Carbon emissions vary across income brackets.
  • Developed a model that predicts and categorizes a country's emission level with 95% accuracy.

1. Data Exploration:

• Analysis of carbon emissions over time for ten countries.
• Relationship between GDP and CO2 emissions.
• Impact of income brackets on carbon emissions.

2. Data Modeling:

• Linear Mixed Model for income brackets.
• Cumulative Link Mixed Model for predicting carbon emission levels.

3. Results:

• Detailed results from the models.
• Graphs and visualizations.

4. Conclusion & Future Work:

• Summary of findings.
• Recommendations for future research.

• R (version 4.0.0 or later)

Clone the repo:

git clone https://github.com/[YourUsername]/carbon-emissions-analysis.git

1. Open the main R script.
2. Run the script to reproduce the analysis and results.