This workshop will examine how social scientists can use Large Language Models (LLM) to develop variables that can be used in statistical analyses by social scientists. As social scientists have gained access to an increasing amount of textual data, automated text analysis (ATA) has become one of their standard toolsets. LLM is another ATA tool, yet social scientists are just beginning to use it. This interactive and applied workshop explores how social scientists can use LLM to develop measures that can be used as variables in quantitative analyses. The workshop does not require any prerequisite knowledge and is open to all social scientists.