Tweet Emotion Dynamics: Emotion Word Usage in Tweets from US and Canada. (arXiv:2204.04862v2 [cs.CL] UPDATED)

Over the last decade, Twitter has emerged as one of the most influential
forums for social, political, and health discourse. In this paper, we introduce
a massive dataset of more than 45 million geo-located tweets posted between
2015 and 2021 from US and Canada (TUSC), especially curated for natural
language analysis. We also introduce Tweet Emotion Dynamics (TED) -- metrics to
capture patterns of emotions associated with tweets over time. We use TED and
TUSC to explore the use of …

arxiv canada dynamics emotion tweet us