As more libraries offer virtual reference services, an in depth analysis of these services is needed. To answer this need, we analyzed 4475 virtual reference chats from the entire 2016 calendar year. This session will discuss our methodology, identify common themes, provide possible solutions for frequent errors, and discuss future steps for the virtual reference analysis.