Lin, Q., Chan, S. H. M., Ito, K., Sam, J. Y. T., & Sciences, S. o. S. (2022). Unemployment rate predicts anger in popular music lyrics: Evidence from top 10 songs in the United States and Germany from 1980 to 2017.

Lin, Qiu., Sarah Hian May Chan, Kenichi Ito, Joyce Yan Ting Sam, and School of Social Sciences. Unemployment Rate Predicts Anger in Popular Music Lyrics: Evidence From Top 10 Songs in the United States and Germany From 1980 to 2017. 2022.

Lin, Qiu., et al. Unemployment Rate Predicts Anger in Popular Music Lyrics: Evidence From Top 10 Songs in the United States and Germany From 1980 to 2017. 2022.