cumba0003-dotcom/mozambique-development-dashboard

Interactive analysis of Mozambique development indicators using R and Power BI (2000–2024) # Mozambique Development Dashboard (2000–2024) Interactive analysis of Mozambique development indicators using R and Power BI. ## 📊 Dashboard Preview ## 📌 Overview This project analyzes key development indicators in Mozambique with a comparative perspective against Sub-Saharan Africa. The analysis focuses on three main pillars: - Economic performance (GDP per capita) - Poverty - Education (enrollment and completion) ## 📈 Key Insights - Mozambique shows long-term economic growth but remains below the regional average. - Poverty has declined over time, although progress appears to slow in recent years. - Access to education has improved significantly, but completion remains a challenge. - Development progress is uneven across sectors. ## ⚙️ Methodology - Data source: World Bank (World Development Indicators) - Data cleaning and transformation performed in R - Visualization developed in Power BI - Analysis is descriptive (no causal inference) - Missing data was not imputed ## 📁 Project Structure data/ scripts/ report/ dashboard/ ## 🔗 Data Source World Bank Open Data ## 👤 Author Raimundo Cumba MSc in Survey Statistics and Data Analysis (ongoing)