Santandave961/nigeria-economic-tracker

# 🇳🇬 Nigeria Inflation and Economic Tracker > Real-time tracking of Nigeria's key economic indicators powered by Machine Learning --- ## 📌 Overview The **Nigeria Inflation and Economic Tracker** is a machine learning-powered web dashboard that provides real-time visibility into Nigeria's most critical economic indicators. Built for analysts, businesses, fintech companies, and everyday Nigerians who need to understand the economic forces shaping their financial decisions. With Nigeria's inflation hitting 33%+ and the Naira experiencing historic volatility, this tool brings data-driven clarity to one of Africa's most dynamic economies. --- ## 🌐 Live Demo 🔗 **nigeria-economic-tracker-k7vgyghegdwxjhtbfzarkf.streamlit.app** --- ## 📊 Features ### Key Economic Metrics - 📈 **Inflation Rate** — Consumer Price Index (CPI) annual data - 🏦 **GDP Growth Rate** — Nigeria's economic growth trajectory - 💰 **Real Interest Rate** — CBN monetary policy impact - 👷 **Unemployment Rate** — Labour market health indicator ### Live Market Data - 💱 **USD/NGN Exchange Rate** — Real-time Naira performance - 🛢️ **Brent Crude Oil Price** — Nigeria's primary revenue driver - 📉 **NGX All Share Index** — Nigerian Stock Exchange performance ### Analytics & Visualizations - 📊 Interactive trend charts for all indicators - 📉 GDP Growth bar chart with positive/negative color coding - 🔥 Correlation heatmap between economic indicators - 📈 Inflation trend with area chart visualization ### ML Forecasting - 🤖 **Linear Regression forecasting** for inflation rate - 📅 Configurable forecast horizon (3-12 months) - 📊 Confidence interval bands on forecasts - 📋 Forecast table with upper and lower bounds --- ## 🛠️ Tech Stack | Category | Technology | |----------|-----------| | Language | Python 3.11 | | Web Framework | Streamlit | | Data Sources | World Bank API, Yahoo Finance | | Data Processing | Pandas, NumPy | | Visualization | Plotly Express, Plotly Graph Objects | | ML Forecasting | Scikit …