In 2017, we have a vast toolbox of informative methods to help us analyse large volumes of text. Sentiment analysis, topic modelling, and named entity recognition are to name but a few of these exciting approaches. Computational power and storage capacity are not the limiting factors on what we could do with the 100 million or so journal articles that comprise the ever-growing research literature so far.