Graph visualization is a powerful tool for working with big data, but its intuitive nature can be limited by screen size constraints. The author's startup leveraged graph signatures to analyze social network accounts, but struggled with 2D layouts that failed to reveal the full structure of the data. Switching to 3D graph visualization enabled better separation of clusters and improved visual understanding of complex patterns. The use of virtual reality (VR) for data visualization has shown promise, allowing users to gain situational awareness of complex patterns without constant zooming or jumping between views. While VR is still in its early stages, it holds great potential for enhancing the visualization experience, particularly with advancements in augmented reality (AR) headsets that will soon overcome current limitations. The future of data visualization is exciting and full of opportunities for innovation.