X (Twitter) IDs and LLM-Generated Analyses for Economic Narratives: Datasets for Pre-pandemic (2007-2020) and Post-LLM training cutoff (2021-2023)
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资源简介:
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: <br>
Almog Gueta, Amir Feder, Zorik Gekhman, Ariel Goldstein, & Roi Reichart. (2025).
Can LLMs Learn Macroeconomic Narratives from Social Media? arXiv:2406.12109.
<br><br> 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.
提供机构:
ICPSR - Interuniversity Consortium for Political and Social Research
创建时间:
2025-04-11



