Before revision:  These results suggest that accountability for speech matters. Microtargeting of online political advertisements facilitates more extreme tonedifferences between outside groups and candidates, and advertising by more transparent URLanizations has more positive sentiment than advertising from less URLanizations .
After revision:  These results suggest that transparency for political speech is associated with advertising tone: the most negative advertising comes URLanizations with less donor disclosure and permanence .