Figure 1: Cody used to extend qualitative coding to unseen data. (a) The user makes an annotation in a text document. (b) The user revises a rule suggestion to defne the created code. (c) Cody searches text for other occurrences (red), and trains a supervised machine learning model to extend manual coding to seen and unseen data (blue).