Abstract: Compliance systems and methods are described for analyzing anomalous conduct in a geographically distributed platform. In various aspects, a monitoring application (app) periodically tracks a plurality of household profiles that are geographically distributed. The monitoring app determines a household cohort matrix based on the plurality of household profiles. Each of the plurality of household profiles is associated a cohort of the household cohort matrix. The monitoring app also generates one or more cohort anomaly measures for each of the cohorts, and further generates corresponding household anomaly measures of a particular household profile selected from the plurality of household profiles. The monitoring app partitions the particular household profile as an outlier household profile if the outlier household profile includes an outlier household anomaly measure. A dashboard app updates a compliance report based on the outlier household profile.