Oman Economic Data Analysis
Python analysis of Oman's economy with GCC comparison
The Problem
Understanding Oman's economic position requires analyzing multiple indicators over time and comparing with regional peers.
What I Built
Built a Python analysis pipeline that fetches World Bank data, processes economic indicators, generates visualizations, and produces comparative reports.
My Role
Performed complete data analysis including API integration, data cleaning, statistical analysis, and visualization.
See It In Action
Oman GDP Over Time
GCC Countries GDP Comparison
GCC GDP Per Capita Comparison
GCC GDP Historical Trends
GCC Economic Growth Rates
Oman Oil Dependency Analysis
GCC Inflation Comparison Heatmap
GCC Unemployment Rates
Oman GDP Growth Analysis
Oman Trade Balance Trends
How It Works
World Bank API integration for data fetching
Pandas for data cleaning and transformation
Statistical analysis of economic trends
Matplotlib/Seaborn for visualizations
Jupyter notebooks for reproducible analysis
Key Takeaways
API-based data collection enables fresh analysis
Visualization reveals patterns in economic data
Regional context enriches country-specific analysis