makoreuriel-collab/africa-capital-access-analysis

Analysis of capital access and investment trends in Africa # 📊 Capital Access & Investment Gap in Africa Looking at how borrowing costs and investment levels interact across African economies, and what this means for economic development. ## Overview One of the major challenges for economic growth in Africa is not just access to opportunities, but access to affordable capital. In many countries, borrowing costs are high, which makes it difficult for businesses to invest and expand. This project uses World Bank data to explore investment levels across selected African economies and compares them with other markets. Using Python, I visualized the relationship between lending rates and investment to better understand how financing conditions affect economic activity. ## Objective - Compare gross capital formation (% of GDP) across selected countries - Examine the relationship between lending interest rates and investment levels - Identify countries where access to capital is more constrained ## Tools - Python (pandas, matplotlib) - Data visualization and basic analysis ## Data Sources - World Bank – World Development Indicators - Gross capital formation (% of GDP) - Lending interest rate (%) Data is based on recent available years (around 2021–2022). ## Key Findings - Lending rates in many African countries are significantly higher than in other economies, which can limit private investment - Countries such as Nigeria and Ghana show particularly high borrowing costs - Some economies have relatively low investment rates compared to levels typically associated with sustained growth - In some cases, higher investment levels appear to be driven more by public spending than private sector activity ## Why This Matters Access to affordable capital plays a key role in economic development. When borrowing is expensive, businesses are less able to invest, which slows growth. This type of analysis helps highlight where financial constraints exist and supports understanding of how development finance institutions can help …