TY - JOUR AU - Alvarez, Richard AU - Bhatt, Paras AU - Zhao, Xingmeng AU - Rios, Anthony PY - 2022/05/31 Y2 - 2024/03/28 TI - Turning Stocks into Memes: A Dataset for Understanding How Social Communities Can Drive Wall Street JF - Proceedings of the International AAAI Conference on Web and Social Media JA - ICWSM VL - 16 IS - 1 SE - Dataset Papers DO - 10.1609/icwsm.v16i1.19369 UR - https://ojs.aaai.org/index.php/ICWSM/article/view/19369 SP - 1192-1200 AB - Who actually expresses an intent to buy shares of GameStop Corporation (GME) on Reddit? What convinces people to buy stocks? Are people convinced to support a coordinated plan to adversely impact Wall Street investors? Existing literature on understanding intent has mainly relied on surveys and self-reporting; however there are limitations to these methodologies. Hence, in this paper, we develop an annotated dataset of communications centered on the GameStop phenomenon to analyze the subscriber intention behaviors within the r/WallStreetBets community to buy (or not buy) stocks. Likewise, we curate a dataset to better understand how intent interacts with a user's general support towards the coordinated actions of the community for GameStop. Overall, our dataset can provide insight to social scientists on the persuasive power of social movements online by adopting common language and narrative. WARNING: This paper contains offensive language that commonly appears on Reddit's r/WallStreetBets subreddit. ER -