Network of Twitter interactions.

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Network of Twitter interactions. Network of Twitter interactions. (A) Visualization of the network among users classified with respect to faction and bot/human class. Nodes indicate users, and links encode their social interactions (retweet and reply or mention). (A, Upper) Subnetworks corresponding to the factions consisting of humans. (A, Lower) Subnetworks of bot factions. Colors encode interactions started by humans (blue) or bots (red). (B) Total traffic of Twitter interactions among humans and bots. Thicker edges indicate higher traffic volume. (C) Median sentiments of Twitter interactions among factions. Interactions with average negative (positive) sentiment are in dark red (green). Black corresponds to interactions on average compatible with neutrality. Distributions of sentiments are tested against neutrality (i.e., 0 sentiment score) with a sign test at a 95% confidence level. Massimo Stella et al. PNAS doi:10.1073/pnas.1803470115 ©2018 by National Academy of Sciences