Data analysis extracts the hidden patterns and trends within complex datasets. Through meticulous examination and interpretation, analysts synthesize raw information into meaningful insights. Visualization plays a crucial role in this process, presenting these insights in a clear and understandable manner. Data visualization tools facilitate users