Consequently, to improve methods and develop flexible tools, we must answer the question: how does error change in response to the number of edges, 𝑘, and nodes, 𝑛? This line of reasoning will provide a model for the suggested use of HiMap and, more broadly, the design of scalable perturbation maps.