Could we tell which personalities are more distractable from their working memory performance? [note-0011]

At Neuromatch Academy, we hypothesized certain personalities were more distractable, measured by poorer working memory, and proceeded to check via clustering (KMeans, PCA, TSNE) and building a prediction model. Disappointingly, the results were not significant. We'd need to quantify distractability better. Presentation