Spatial autocorrelation is a parameter of importance for network data analysis. To estimate spatial autocorrelation … to rely on sampled network data to infer about spatial autocorrelation. By doing so, network relationships (i.e., edges …) involving unsampled nodes are overlooked. This leads to distorted network structure and underestimated spatial autocorrelation …