<p>The dataset contains a review of 40 <em>Nature </em>articles, consisting of an assessment of all of the research articles from January, February, and March of 2016. The articles were scored and metrics were collected on each individual and distinct mention of software in the articles. The mentions were characterized on how they were cited. Values pertaining to the overall collection of articles were also calculated. </p