Popular approaches to building data from unstructured text come with limitations, such as scalability, interpretability … manner. CRAML produces document-level datasets for quantitative research and makes qualitative classification schemes … scalable over large volumes of text. We demonstrate that the method is useful for bibliographic analysis, transparent analysis …