This project analyzed climate data from Ethiopia, Kenya, Sudan, Tanzania, and Nigeria to identify temperature, rainfall, humidity, and extreme weather patterns across different African climate zones. The study involved extensive data cleaning, organization, and correlation analysis to improve data consistency and support reliable comparisons between countries. Results showed that Sudan is the hottest and most drought-prone country, while Ethiopia has a cooler highland climate with relatively stable rainfall patterns. Nigeria and Tanzania were characterized by warm, humid tropical conditions with high rainfall variability, whereas Kenya demonstrated balanced and predictable climate behavior. Overall, the analysis highlighted how temperature stability, precipitation variability, and extreme weather events influence climate vulnerability across the selected countries.













