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Most COVID-19 studies commonly report figures of the overall infection at a state- or county-level, reporting the aggregated number of cases in a particular region at one time. This aggregation tends to miss out on fine details of the propagation patterns of the virus. This paper is motivated by analyzing a high-resolution COVID-19 dataset in Cali, Colombia, that provides every confirmed case's exact location and time information, offering vital insights for the spatio-temporal interactionarXiv:2109.09029v2 fatcat:ambxqdtmpremvctyrjpcugsn5u