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The criminal nature of narcotics complicates the direct assessment of a drugcommunity, while having a good understanding of the type of people drawn orcurrently using drugs is vital for finding effective intervening strategies.Especially for the Russian Federation this is of immediate concern given thedramatic increase it has seen in drug abuse since the fall of the Soviet Unionin the early nineties. Using unique data from the Russian social network'LiveJournal' with over 39 million registered users worldwide, we were able forthe first time to identify the on-line drug community by context sensitive textmining of the users' blogs using a dictionary of known drug-related officialand 'slang' terminology. By comparing the interests of the users that mostactively spread information on narcotics over the network with the interests ofthe individuals outside the on-line drug community, we found that the 'average'drug user in the Russian Federation is generally mostly interested in topicssuch as Russian rock, non-traditional medicine, UFOs, Buddhism, yoga and theoccult. We identify three distinct scale-free sub-networks of users which canbe uniquely classified as being either 'infectious', 'susceptible' or 'immune'.

Inference of the Russian drug community from one of the largest social networks in the Russian Federation