A combined synchronization index for evaluating collective action social media

Applied Network Science

Table 7 Comparison of CSI-Network scores against global clustering coefficient scores derived from the synchronized network graphs

Event	CSI-Network	Bot	Human	Dominant group in visualization
Black Panther 2018	2.81	0.569	0.998	Human
CharlieHebdo shooting 2020	4.16	0.177	0.381	Human
ReOpen America 2020	12.42	0.621	0.267	Bot
COVID vaccine release 2021	2.57	0.330	0.634	Human
US elections primaries 2020	33.73	0.216	0.234	Human
Capitol Riots 2021	9.05	0.785	0.245	Bot

Values in Bold indicate the higher CSI-Network scores when the final network is analyzed for synchronization within the Bot/Human class type. This higher scores are consistent with the dominant group in the network graph visualizations in Fig. 4
The scores are split up by bot/human classes and are consistent with the dominant group in the network graph visualizations