together with my policy analyst colleagues i analyzed and visualized the shifts in russian narratives surrounding the early stages of the war in ukraine. using natural language processing methods we highlighted how terminologies evolved over time, illustrating how the kremlin adapted its messaging to frame russia’s role, particularly in terms of creating images of ‘western foes’ and portraying its own ‘humanitarian efforts’.