Nanleebsolomonkok/Ghana-Covid-19

# 🇬🇭 Ghana COVID-19 Data Analysis A comprehensive data analysis comparing Ghana's COVID-19 performance against ALL 54 African countries using real world data from Our World In Data. ## 🔗 Live Dashboard Click here to view live app ## 📊 Key Findings ### Ghana Overview | Metric | Value | |---|---| | Population | 33,475,870 | | Total Cases | 172,062 | | Total Deaths | 1,462 | | Death Rate | 0.85% | | % Infected | 0.51% | | Vaccinated | 41.4% | ### Africa Rankings | Category | Ghana's Rank | |---|---| | Total Cases | #17 of 54 | | Death Rate | Top 5 of 54 ✅ | ### Yearly Breakdown | Year | Cases | Deaths | |---|---|---| | 2020 | 54,681 | 335 | | 2021 | 86,614 | 952 | | 2022 | 29,743 | 174 | | 2023 | 796 | 1 | | 2024 | 228 | 0 | ### Vaccine Impact | Period | Deaths | |---|---| | Before vaccines | 1,287 | | After vaccines | 175 | | Reduction | 86.4% ✅ | ## 🔍 Key Insights 1. Ghana ranked #17 in cases out of 54 African countries 2. Ghana achieved TOP 5 lowest death rate in all Africa 3. Christmas 2021 (Dec 26) was Ghana's worst single day 4. Vaccines reduced deaths by 86.4% — from 1,287 to 175 5. Zero COVID deaths in 2024 — pandemic essentially over 6. Only 0.51% of population got COVID — excellent management! ## 💻 Technologies Used - Python - Pandas - NumPy - Streamlit - Our World In Data (OWID) ## 🚀 How to Run ```bash pip install streamlit pandas numpy streamlit run app.py ``` ## 📁 Project Structure