Algorithm visualization is a widely–used tool for teaching data structures and algorithms. Spatial data algorithms are algorithms that are designed to process multidimensional data. This work introduces a spatial data extension to the successful TRAKLA2 learning environment, which includes automatically assessed visual algorithm simulation exercises. First impressions on using the visualizations in teaching are also described.