Before revision:  Through extensive simulations on Twitter data, we study how aggressive behavior could propagate in the network , and validate our models with ground truth from crawled data and crowdsourced annotations .
After revision:  Through extensive simulations on Twitter data, we study how aggressive behavior could propagate in the network . We validate the models with ground truth from crawled data and crowdsourced annotations .