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In the network for New York City, for example, the largest weakly connected component contains 99. Given that our focus here is on who is interested in whom, one approach might be to restrict ourselves to a network with edges representing only the first direction of contact between individuals and excluding any reply. 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.