Large-Scale Social Media Analysis Reveals Emotions Associated with Nonmedical Prescription Drug Use.

Our analyses of large-scale data show that substantial differences exist between the texts of the posts from users who self-report NMPDU on Twitter and those who do not, and between males and females who report NMPDU. Our findings can enrich our understanding of NMPDU and the population involved.