The raw data are in hundreds of dimensions. To visualize it meaningfully I think you’d need to run a t-SNE clustering, which would be fine in 2D. Raw PCA or anything like that which preserves the original structure probably wouldn’t show much even in 3D. But it would be fun to see the clusters more directly.