nistha0712/Nigeria-Chocolate-Market

# Nigeria Chocolate Market Opportunity Analysis 🍫📊 An end-to-end data science and market entry analysis exploring the feasibility, attractiveness, and go-to-market strategy for launching a chocolate product line in Nigeria. --- ## 📌 Executive Summary * **Business Question:** Should we enter the Nigerian chocolate market, and if so, how? * **Recommendation:** **Go with Caution.** Focus on urban hubs (Lagos, Abuja) with mass-market pricing and local manufacturing partnerships to hedge against supply chain volatility and import duties. * **Key Findings:** 1. **Macro Trends:** Urbanization and a growing middle class drive long-term demand despite high inflation. 2. **Supply Dynamics:** Strong domestic cocoa production provides potential sourcing advantages. 3. **Consumer Drivers:** Price sensitivity dominates purchasing decisions; value packaging and affordable price points are essential. --- ## 📂 Datasets Used * **World Development Indicators (WDI):** Macroeconomic indicators including GDP per capita, population growth, urbanization rates, and inflation. * **FAOSTAT Data:** Agricultural production statistics, specifically domestic cocoa production trends in West Africa. --- ## 🛠️ Analysis & Methodology 1. **Exploratory Data Analysis (EDA):** Cleaned macroeconomic and agricultural time-series data to identify long-term economic trajectories. 2. **Market Attractiveness Scoring:** Evaluated market potential using population growth, economic stability, and raw material availability. 3. **Consumer & Pricing Analysis:** Assessed purchasing power and affordability thresholds to define optimal product tiers. 4. **Strategy Formulation:** Developed a phased Go-To-Market (GTM) roadmap, SWOT matrix, and risk mitigation framework. --- ## 📊 Key Visualizations & Findings > * **Demographic & Economic Trends:** High urbanization correlates with increased demand for packaged goods. * **Domestic Production:** Nigeria's cocoa output supports potential localized su …