Early reporting on the Tumbler Ridge tragedy quickly shifted from the scene to the attacker’s digital presence. As platforms removed accounts, posts, and traces, researchers faced a familiar problem: the moment violence occurs is often the moment the empirical record disappears, leaving only fragments and making it harder to understand how extremism develops and spreads.