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These studies have focused primarily on small populations (two hunter-gatherer societies, leks of birds, and men and women in a speed dating experiment). Our study notify PageRank scores as a measure of desirability in large-scale online dating populations. Further details about the statistical models used in the analysis, as well as estimated coefficients, can be found in the Supplementary Materials. A related challenge is how to choose which users should be included in the network. One approach might be to restrict our list of active users to those who sent at least one message during the observation period. However, because, again, men send most messages, this would exclude a large number of women from the sample.
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