Twitter users signal social identity in their profile descriptions, or bios, a number of important but complex ways that are not well-captured by existing characterizations how is expressed language. Better defining and measuring these expressions may therefore be useful both understanding text, the self presented on Twitter. To this end, present work makes three contributions. First, using qua...