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Perfomed exploratory data analysis (EDA) using Tableau and analysed 48,895 listings to map demand by borough (Manhattan 44%, Brooklyn 41%), decode booking behaviour (1–6 nights peak + 30-day spike), and identify the optimal price band ($40–$190) to guide acquisition and pricing strategy.