Manosphere Dataset — All Forums
The complete Manosphere dataset of Ribeiro et al., "The Evolution of the Manosphere Across the Web" (ICWSM 2021), as released on Zenodo: 37,113,641 posts from nine communities, crawled in 2019 for a study of misogynist online communities: Reddit (29,482,387 posts from 56 manosphere subreddits), Incels.co (2,436,297), Roosh V Forum (1,492,561), The Attraction (892,743), PUA Forum (890,652), Red Pill Talk (884,001), MGTOW Forum (794,698), A Voice For Men (211,070) and Love-Shy (29,232). One table of posts serves all nine communities and its column collection_member names the community; each of the five forums that also have their own ECHO entry (Incels.co, Roosh V, Red Pill Talk, A Voice For Men and Love-Shy) is a view of this collection. The package also holds the two lookup tables of the release: 56,432,423 Reddit comments of the 58 subreddits listed by author (6,226,949 usernames) and by subreddit, each with its time and, in the author table, its comment ID.
Cite this dataset at
manosphere-all.echo.directory
Analytics
Topic 0
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Computed over the full corpus.
Record
- Catalog key
manosphere-all- Authors
- Horta Ribeiro, Manoel; Blackburn, Jeremy; Bradlyn, Barry; De Cristofaro, Emiliano; Stringhini, Gianluca; Long, Summer; Greenberg, Stephanie; Zannettou, Savvas
- Year
- 2021
- Source paper
- The Evolution of the Manosphere across the Web
- DOI / arXiv
- 10.1609/icwsm.v15i1.18053
- License
- CC BY 4.0 (CC-BY-4.0)
- Records
- 37,113,641
- Languages
- en
- Collected
- 2000s to 2020 (2000s, 2010s, 2020s)
Provenance
- Originally published at
- https://zenodo.org/records/4007913 link checked
- Original files as received
- The source files, unconverted, kept for reference: mirrored on echo.directory on 2026-10-02, 11.3 GB across 3 files. Checksums in MANIFEST.json. For use, start with the data package below.
- Data package
- Version 1.0.0 of this dataset as an ECHO Data Package: posts (37,113,641 rows), x_author_comments (56,432,423 rows), x_channel_comments (56,432,423 rows).
- Structure
- Text
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{Horta_Ribeiro_2021,
title = {The Evolution of the Manosphere across the Web},
volume = {15},
issn = {2162-3449},
url = {http://dx.doi.org/10.1609/icwsm.v15i1.18053},
doi = {10.1609/icwsm.v15i1.18053},
journal = {Proceedings of the International AAAI Conference on Web and Social Media},
publisher = {Association for the Advancement of Artificial Intelligence (AAAI)},
author = {Horta Ribeiro, Manoel and Blackburn, Jeremy and Bradlyn, Barry and De Cristofaro, Emiliano and Stringhini, Gianluca and Long, Summer and Greenberg, Stephanie and Zannettou, Savvas},
year = {2021},
month = May,
pages = {196–207}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
Horta Ribeiro, M., Blackburn, J., Bradlyn, B., De Cristofaro, E., Stringhini, G., Long, S., Greenberg, S., & Zannettou, S. (2021). Manosphere Dataset — All Forums [Data set]. https://doi.org/10.1609/icwsm.v15i1.18053
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
Horta Ribeiro, Manoel, et al. Manosphere Dataset — All Forums. 2021, doi.org/10.1609/icwsm.v15i1.18053.