iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023

ABSTRACT---------------Online web communities often face bans for violating platform policies, encouraging their migration to alternative platforms. This migration, however, can result in increased toxicity and unforeseen consequences on the new platform. In recent years, researchers have collected data from many alternative platforms, indicating coordinated efforts leading to offline events, conspiracy movements, hate speech propagation, and harassment. Thus, it becomes crucial to characterize and understand these alternative platforms. To advance research in this direction, we collect and release a large-scale dataset from Scored -- an alternative Reddit platform that sheltered banned fringe communities, for example, c/TheDonald (a prominent right-wing community) and c/GreatAwakening (a conspiratorial community). Over four years, we collected approximately 57M posts from Scored, with at least 58 communities identified as migrating from Reddit and over 950 communities created since the platform's inception. Furthermore, we provide sentence embeddings of all posts in our dataset, generated through a state-of-the-art model, to further advance the field in characterizing the discussions within these communities. We aim to provide these resources to facilitate their investigations without the need for extensive data collection and processing efforts.

Scored platform: https://scored.co

Link to paper: https://arxiv.org/abs/2405.10233

License: CC BY-NC-SA 4.0

Repository links

Zenodo: From Zenodo, researchers can download `lite` version of this dataset, which includes only 57M posts from Scored (not the sentence embeddings).

Github: The main repository of this dataset, where we provide code-snippets to get started with this dataset.

Link here: https://github.com/idramalab/iDRAMA-scored-2024

Huggingface: On Huggingface, we provide complete dataset with senetence embeddings.

Link here: https://hf.co/datasets/iDRAMALab/iDRAMA-scored-2024

Dataset Info

File-name
Data-points

comments-2020
12,774,203

comments-2021
16,097,941

comments-2022
12,730,301

comments-2023
8,919,159

submissions-2020-to-2023
6,293,980

Authorship

This dataset is published at "AAAI ICWSM 2024 (INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA)" hosted at Buffalo, NY, USA.

Academic Organization: iDRAMA Lab

Affiliation: Binghamton University, Boston University, University of California Riverside

Licensing

This dataset is available for free to use under terms of the non-commercial license CC BY-NC-SA 4.0.

Citation

@inproceedings{patel2024idrama,  title={iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023},  author={Patel, Jay and Paudel, Pujan and De Cristofaro, Emiliano and Stringhini, Gianluca and Blackburn, Jeremy},  booktitle={Proceedings of the International AAAI Conference on Web and Social Media},  volume={18},  pages={2014--2024},  year={2024},  issn = {2334-0770},  doi = {10.1609/icwsm.v18i1.31444},}