Researchers developed the Racist and Violent Extremist Flock (RVE-Flock) tool to explore and analyze textual content and identify and understand emerging terms and their usage on racially and ethnically motivated violent extremist-affiliated social media. This guide explains and demonstrates the tool's functionality and suggests further applications and refinements.