Data analysis reveals the hidden patterns and trends within complex datasets. Through meticulous examination and interpretation, analysts transform raw information into actionable insights. Visualization acts a crucial role in this process, presenting these insights in a clear and intuitive manner. Data visualization tools empower users to explore