gideon11807-gif/Africa-Economic-Intelligence-Dashboard

Africa Economic Intelligence Dashboard — an interactive data analytics platform that visualizes and analyzes African economic indicators using World Bank data, with forecasting, rankings, and country comparison tools. # 🇰🇪 Kenya Economic Indicators Dashboard **Streamlit + Plotly data analysis project** Data source: World Bank Open Data | Period: 2000–2023 --- ## 🚀 Quick Start ### 1. Install dependencies ```bash pip install -r requirements.txt ``` ### 2. Run the dashboard ```bash streamlit run app.py ``` ### 3. Open in browser Streamlit will open automatically at `localhost` --- ## 📊 Features | Tab | Content | |-----|---------| | 📈 GDP | Dual-axis bar + line chart, year-on-year change, era breakdown | | 🔥 Inflation | CPI trend with CBK target band, distribution histogram, donut chart | | 👷 Unemployment | Trajectory with 3-year rolling average | | 🌍 Trade | Exports vs imports, deficit fill, net trade balance bar chart | | 🔗 Correlations | Scatter plots with trendlines, full correlation heatmap | | 📊 Statistics | Descriptive stats table, raw data table, CSV export | **Sidebar controls:** - Year range slider (2000–2023) - Toggle individual indicator panels - COVID-19 period highlight toggle --- ## 📁 Project Structure ``` kenya_dashboard/ ├── app.py # Main Streamlit application ├── requirements.txt # Python dependencies └── README.md # This file ``` --- ## 📐 Indicators Covered - **NY.GDP.MKTP.CD** — GDP, current USD - **NY.GDP.MKTP.KD.ZG** — GDP growth (annual %) - **FP.CPI.TOTL.ZG** — Inflation, consumer prices (annual %) - **SL.UEM.TOTL.ZS** — Unemployment, total (% of labor force, ILO) - **NE.EXP.GNFS.ZS** — Exports of goods and services (% of GDP) - **NE.IMP.GNFS.ZS** — Imports of goods and services (% of GDP) --- ## 🛠 Built With - Streamlit — web app framework - Plotly — interactive charts - Pandas — data manipulation - SciPy — statistical analysis