Graphical displays of patterns and complex relationships in large amounts of data are produced by visualization tools and software. These tools transform raw data into visual formats such as charts, graphs, heat maps, and scatter plots, making it easier to identify trends, correlations, and outliers. By leveraging advanced algorithms and interactive features, data visualization tools allow users to explore and interpret vast datasets intuitively and effectively, enabling more informed decision-making and deeper insights into the information.