Reddit-V: Virality Prediction Dataset
A Reddit (cross-subreddit post collection) dataset of 31,725 posts across 91 subreddits, collected by EL-Amrany via Reddit API. Each record contains post title, subreddit, upvotes, score, upvote ratio, comment count, comment sentiment, title sentiment, image URL/format/dimensions, virality label (binary), and temporal features (hour, day, weekday, month, year). Reddit-V contains 31,725 Reddit posts labeled for virality (12.7% viral), with pre-computed engagement signals and sentiment scores designed for virality prediction benchmarking. Suitable for virality prediction, engagement modeling, multimodal analysis, sentiment analysis, content popularity research, social media classification benchmarks.
Cite this dataset at
reddit-v-virality.echo.directory
Analytics
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Computed over the full corpus.
Record
- Catalog key
reddit-v-virality- Authors
- EL-Amrany
- Year
- 2024
- Source paper
- Reddit-V: A Reddit Virality Prediction Dataset
- DOI / arXiv
- 10.26615/978-954-452-098-4-041
- License
- Unknown — verify before publishing
- Records
- 31,725
- Languages
- en
- Collected
- 2018-11-13 to 2024-12-06 (2010s, 2020s)
- Region
- Global (inferred: the platform is used worldwide)
Provenance
- Originally published at
- https://github.com/EL-Amrany/Reddit-V link checked
- Hosted copy
- Mirrored on echo.directory on 2026-10-09, 26.2 MB across 4 files. Checksums in MANIFEST.json.
Citations
Reddit-V: A Virality Prediction Dataset and Zero-Shot Evaluation with Large Language Models
Samir El-amrany, Matthias R. Brust, Salima Lamsiyah, Pascal Bouvry
Journal Article · Recent Advances in Natural Language Processing · 2025
Cited by
- The NakbaVirality Shared Task on MultimodalVirality Prediction in High-Stakes Discourse
Saad Ezzini, Salima Lamsiyah et al. · Proceedings of the Language Resources and Evaluation Conference · 2026 · cited 2× - AraHarMeme: A Multimodal Benchmark for Harmful Meme Detection in Arabic
Samir El-amrany, Ayoub El Khaiari et al. · International Joint Conference on Computer Science and Software Engineering · 2026 · cited 1× - Early Multimodal Prediction of Cross-Lingual Meme Virality on Reddit: A Time-Window Analysis
Sedat Dogan, Nina Dethlefs et al. · Web Science Conference · 2025 · cited 1× - Predicting Post Virality with Temporal Cross-Attention over Trend Signals
Sarvagya Somvanshi, Mohan Xu et al. · arXiv.org · 2026 · cited 0×
Citation data from Semantic Scholar, retrieved 2026-10-19.
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}
}
@misc{elamrany_redditv,
title = {{Reddit-V}: A Reddit Virality Prediction Dataset},
author = {EL-Amrany},
year = {2024},
url = {https://github.com/EL-Amrany/Reddit-V}
} APA
Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory
EL-Amrany (2024). Reddit-V: Virality Prediction Dataset [Data set]. https://doi.org/10.26615/978-954-452-098-4-041
MLA
Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.
EL-Amrany. Reddit-V: Virality Prediction Dataset. 2024, doi.org/10.26615/978-954-452-098-4-041.