Description
This research comprises two distinct collections of economy-related posts from the X (formerly Twitter) platform – one spanning 2007-2020 (pre-pandemic) and the other 2021-2023 (post LLM training cutoff) – alongside corresponding LLM-generated analyses of the 2021-2023 posts. These collections, curated using targeted keywords, along with the LLM analyses, are provided to facilitate investigations into the potential of economic narratives and their influence. For more information about the data collection methodology, please refer to the paper:
Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, & Roi Reichart. (2025). Can LLMs Learn Macroeconomic Narratives from Social Media? arXiv:2406.12109.
The data provided here are the post (tweet) IDs for the pre-pandemic dataset and the LLM-generated analyses for the pre-pandemic data collection. The post-LLM training cutoff data collection could not be shared due to platform data sharing restrictions.
Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, & Roi Reichart. (2025). Can LLMs Learn Macroeconomic Narratives from Social Media? arXiv:2406.12109.
The data provided here are the post (tweet) IDs for the pre-pandemic dataset and the LLM-generated analyses for the pre-pandemic data collection. The post-LLM training cutoff data collection could not be shared due to platform data sharing restrictions.