Tee-ai63/Kenya-Economic-Pulse-Dashboard

# 🇰🇪 Kenya Economic Pulse Dashboard An interactive dashboard tracking Kenya's key macroeconomic and financial indicators over time — built to make national economic data accessible, visual, and easy to explore. **🔗 Live App:** kenya-economic-pulse-dashboard-72wqzgudhanpdxfjbtcjpr.streamlit.app --- ## Overview This project pulls together annual macroeconomic data from the **World Bank** and monthly financial data from the **Central Bank of Kenya (CBK)** into a single, interactive Streamlit dashboard. It's designed to answer a simple question: *what does Kenya's economy actually look like right now, and how has it moved over time?* ## Features - **Macro Trends (Annual)** — GDP growth, inflation, and unemployment from World Bank data, with an interactive multi-select to toggle indicators on and off - **Private Sector Credit Growth (Monthly)** — CBK credit growth trends over a 135-month period, with a cleaned-up time axis for readability - **Mobile Money Trends (Monthly)** — M-Pesa transaction values (KSh billions) and registered account growth (millions), plotted side by side since they sit on very different scales - **Latest Snapshot** — a KPI row surfacing the most recent GDP growth, inflation, credit growth, and M-Pesa transaction figures at a glance ## Data Sources | Dataset | Source | Frequency | |---|---|---| | GDP growth, inflation, unemployment | World Bank API | Annual | | Private sector credit growth | Central Bank of Kenya (CBK) | Monthly | | Mobile money transaction value & accounts | Central Bank of Kenya (CBK) | Monthly | Raw data was pulled and cleaned in a Jupyter notebook (`notebooks/data_pipeline.ipynb`), then saved as processed CSVs used directly by the app — this keeps the deployed dashboard fast and independent of live API calls. ## Tech Stack - **Python** - **Streamlit** — app framework - **Pandas** — data wrangling - **Plotly Express** — interactive charts ## Project Structure ``` kenya-economic-pulse-dashboard/ ├── app.py …