iDRAMA-Scored: c/IP2Always
A Scored.co (c/IP2Always) dataset of 575,266 submissions and 2,579,475 comments from 8,427 unique authors in c/IP2Always (2020-2023), collected by iDRAMA Lab via Scored.co API (2024). Each record contains post/comment text, author, score up/down, NSFW/deleted/twitter-crosspost flags, date, UUID. c/IP2Always on Scored.co — Internet personality commentary community. 3,154,741 total posts from 8,427 authors over 4 years. Suitable for deplatforming research, community behavior analysis, alternative platform discourse, content moderation effects, longitudinal community evolution.
Cite this dataset at
scored-ip2always.echo.directory
Analytics
The full graph has 8,428 nodes; this view shows the 1,000-node sample the pipeline drew for display. Node size is centrality, colour is community.
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Computed over the full corpus.
Record
- Catalog key
scored-ip2always- Authors
- Patel, Jay; Paudel, Pujan; De Cristofaro, Emiliano; Stringhini, Gianluca; Blackburn, Jeremy
- Year
- 2024
- Source paper
- iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
- DOI / arXiv
- 10.1609/icwsm.v18i1.31444
- License
- CC BY-NC-SA 2.0 (CC-BY-NC-SA-2.0)
- Records
- 3,154,741
- Nodes
- 8,428
- Edges
- 8,427 (directed)
- Attributes
- nodes have no attributes; edges have no attributes
- Languages
- en
- Collected
- 2020 to 2023 (2020s)
- Tasks
- From the graph: link prediction, community detection
- Region
- Global (inferred: the platform is used worldwide)
Provenance
- Originally published at
- https://zenodo.org/records/10516043 link checked
- Hosted copy
- Mirrored on echo.directory on 2026-10-02, 20.5 GB across 5 files. Checksums in MANIFEST.json.
Citations
iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023
Jay Patel, Pujan Paudel, Emiliano De Cristofaro, G. Stringhini, Jeremy Blackburn
Journal Article · International Conference on Web and Social Media · 2024
Cited by
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E. Di Martino, Alessandro Galeazzi et al. · PNAS Nexus · 2024 · cited 20× - Evaluating Large Language Models for Detecting Antisemitism
Jay Patel, Hrudayangam Mehta et al. · Conference on Empirical Methods in Natural Language Processing · 2025 · cited 4× - Podcast Outcasts: Understanding Rumble's Podcast Dynamics
Utkucan Balci, Jay Patel et al. · Proceedings of the 5th International Conference on Natural Language Processing for Digital Humanities · 2024 · cited 4× - Characterizing User Archetypes and Discussions on Social Hypernetworks
Andrea Failla, Salvatore Citraro et al. · Big Data and Cognitive Computing · 2025 · cited 2× - Social Media Data Toolkit: Standardization and Anonymization of Social Network Datasets
Ali Najafi, Letizia Iannucci et al. · arXiv.org · 2026 · cited 1×
Show all 8
- Social Media Data Toolkit: Standardization and pseudonymization of social network datasets
Ali Najafi, Letizia Iannucci et al. · Online Social Networks and Media · 2026 · cited 0× - Against Political Polarization: A Unified Framework for Tracing Evolving Political Ideologies on Social Media
Yijie Xu, Chao Wang et al. · ACM Transactions on Intelligent Systems and Technology · 2026 · cited 0× - Characterizing User Archetypes and Discussions on Scored.co
Andrea Failla, Salvatore Citraro et al. · arXiv.org · 2024 · cited 0×
Citation data from Semantic Scholar, retrieved 2026-10-22.
How to cite
BibTeX
@misc{echo2026,
title = {ECHO: Exploratory Compendium of Humanity Online},
author = {Switzer, Braden and Zafarani, Reza},
year = {2026},
url = {https://echo.directory},
note = {Syracuse University}
}
@article{Patel_2024,
title = {iDRAMA-Scored-2024: A Dataset of the Scored Social Media Platform from 2020 to 2023},
volume = {18},
issn = {2162-3449},
url = {http://dx.doi.org/10.1609/icwsm.v18i1.31444},
doi = {10.1609/icwsm.v18i1.31444},
journal = {Proceedings of the International AAAI Conference on Web and Social Media},
publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
author = {Patel, Jay and Paudel, Pujan and De Cristofaro, Emiliano and Stringhini, Gianluca and Blackburn, Jeremy},
year = {2024},
month = May,
pages = {2014–2024}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Patel, J., Paudel, P., De Cristofaro, E., Stringhini, G., & Blackburn, J. (2024). iDRAMA-Scored: c/IP2Always [Data set]. https://doi.org/10.1609/icwsm.v18i1.31444
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Patel, Jay, et al. iDRAMA-Scored: c/IP2Always. 2024, doi.org/10.1609/icwsm.v18i1.31444.