Mixta-Africa/Commercial-Strategy-News-Analyst

# Commercial Strategy News Analyst A Nigerian real estate and commercial market intelligence system that autonomously aggregates news, analyzes sentiment, and tracks competitive strategy trends across West Africa. Built for executive decision-making with real-time interactive dashboards and automated market briefings. **Status:** Active Development | **Language:** JavaScript/HTML | **License:** MIT --- ## 📋 Table of Contents - Overview - Features - System Architecture - Tech Stack - Getting Started - Prerequisites - Installation - Configuration - Running the Pipeline - Project Structure - Usage - Data Pipeline - Dashboard Navigation - Key Components - Data Sources & Integration - Development - Troubleshooting - Contributing --- ## Overview This system delivers **daily market intelligence briefings** for Mixta Africa's Commercial Strategy team. It synthesizes real estate and commercial news from multiple sources, applies sentiment analysis, and surfaces strategic signals through an interactive web-based dashboard. **Core Use Cases:** - **Market Surveillance** – Track commercial real estate trends across Lagos, Abuja, Accra, Dakar, and Casablanca - **Competitive Intelligence** – Monitor competitor activities and market positioning - **Outreach Calendar** – Identify high-impact events and decision-maker engagement opportunities - **Sentiment Analysis** – Quantify bullish/bearish market sentiment over time - **Cross-Sector Monitoring** – Detect demand signals from adjacent sectors (construction, finance, sustainability, policy) --- ## Features ### 🎯 **Intelligence Dashboard** - **Briefing View** – Daily top-signal summary with hero story, strategic indicators, and evidence feed - **Markets & Geospatial** – Leaflet-based interactive map showing regional focus (Lagos, Abuja, Accra, Dakar, Casablanca) with cross-sector impact rankings - **Themes & Narrative Momentum** – Recurring themes tracked across days, ranked by consecutive appearance; historical topic vo …