Table 2.
High-level statistics of microblog propagation networks analyzed in our experimental study
Attributes | Rumor | Credible messages | Both | |||
---|---|---|---|---|---|---|
Mean | Std. | Mean | Std. | Mean | Std. | |
Total number of users in the propagation network | 39466.1 | 1527.3 | 70961.4 | 1685.2 | 61860.9 | 1634.2 |
Number of spreaders | 3586.7 | 537.5 | 5677.1 | 768.3 | 5258.5.8 | 688.4 |
Number of stiflers | 35418.8 | 11369.5 | 64384.2 | 1096.7 | 61721.3 | 1329.1 |
Percentage of spreaders (%) | 9.8 | 1.5 | 8.1 | 1.4 | 8.5 | 1.5 |
Average out degree | 159.9 | 14.3 | 188.6 | 16.7 | 171.3 | 16.5 |
Depth of the network | 9.5 | 2.1 | 11.3 | 2.9 | 10.1 | 2.7 |
Time span in days | 7.8 | 1.2 | 10.6 | 1.4 | 9.2 | 1.3 |