declerke/Kenya-Fiscal-Intelligence

# 🏛️ Kenya Fiscal Intelligence: Government Debt, Revenue & Fiscal Sustainability Dashboard **Kenya Fiscal Intelligence** is a production-grade fiscal analytics dashboard that fetches 10 macroeconomic indicators for 5 East African countries spanning 2000–2024 from two authoritative open APIs — the IMF DataMapper API for gross government debt, revenue, expenditure, and fiscal balance as percentages of GDP, and the World Bank REST API v2 for external debt stocks, external debt as a percentage of GNI, total debt service, interest payments as a percentage of government expenditure, net ODA received, and nominal GDP — merges all indicators into a single 125-row Parquet dataset via pyarrow, and surfaces the complete picture across 8 interactive Plotly charts organised into 4 Streamlit dashboard tabs with 5 hero KPI cards, a live-computed executive summary banner, event annotations marking the 2008 Global Financial Crisis, the 2014 Eurobond Era, the 2020 COVID-19 Shock, and the 2023 IMF Program, an IMF 60% debt-to-GDP sustainability benchmark reference line, EAC peer comparison controls, and a full Excel export — revealing that Kenya's gross government debt reached 67.3% of GDP in 2024, exceeding the IMF's sustainability benchmark while interest payments claim an increasing share of government expenditure, signalling a fiscal trap that constrains investment in public services. | Metric | Value | |--------|-------| | Rows in dataset | 125 (5 countries × 25 years, 2000–2024) | | Countries covered | Kenya, Uganda, Tanzania, Ethiopia, Rwanda | | Indicators tracked | 10 (4 IMF fiscal aggregates + 6 World Bank debt/external indicators) | | Dashboard tabs | 4 (Debt Trajectory · Revenue & Expenditure · Peer Comparison · Export Data) | | Interactive charts | 8 Plotly visualisations | | Hero KPI cards | 5 (Debt/GDP · Fiscal Balance · Revenue · External Debt · Debt Service) | | Lines of code | 1,036 | | Cost to run | $0 — all open APIs, no paid keys required | | Headline finding | K …