Forbes contributors publish independent expert analyses and insights. Hugh McIntyre covers music, with a focus on the global charts.

There is, however, a noticeable gap in the exploration of positive content, particularly in the case of multimodal content such as GIFs. Therefore, the present work attempted to address this gap by ...