Data visualization plays a critical role in making sense of complex data. Techniques such as heat maps, scatter plots, and 3D surface plots help in visualizing relationships and trends within the data. Effective visualization can highlight key insights that might be overlooked in raw datasets, enabling researchers to make informed decisions.