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Data analysis is the process of inspecting, cleaning, transforming, and modeling data to discover useful information and support decision-making. It encompasses descriptive, diagnostic, predictive, and prescriptive analysis. Data analysts play a crucial role in organizations by transforming raw data into actionable insights.