@njtalingting @rweekly I've often had disconnected adjacency matrices for spatial analysis and my favoured solution is to try and add the connections that can be justified by real-world connections. Conversely it may be justified removing connections between adjacent regions where the border is a rarely-crossed river or mountain range, for example. Ideally if you can get i-j travel data, use a weighted connection matrix.