What does uncovering the true authorship of plays attributed to Shakespeare have to do with identifying our genetic ancestors or classifying new life forms? All involve the comparative analysis of long sets of data and all will benefit from a unique new analytical tool developed by researchers at Berkeley Lab called “feature frequency profiles.”