Reddit

Dataset Information
Modalities
Graphs
Languages
English
Introduced
2017
License
Unknown
Homepage

Overview

The Reddit dataset is a graph dataset from Reddit posts made in the month of September, 2014. The node label in this case is the community, or “subreddit”, that a post belongs to. 50 large communities have been sampled to build a post-to-post graph, connecting posts if the same user comments on both. In total this dataset contains 232,965 posts with an average degree of 492. The first 20 days are used for training and the remaining days for testing (with 30% used for validation). For features, off-the-shelf 300-dimensional GloVe CommonCrawl word vectors are used.

Source: https://arxiv.org/pdf/1706.02216.pdf
Image Source: https://minimaxir.com/2016/05/reddit-graph/

Variants: The Reddit Ethereum Dataset, The Reddit COVID Dataset, The Reddit Climate Change Dataset, Ten Million Reddit Answers, squadshifts reddit, Six Months of GME on Reddit, Reddit TIFU, Reddit /r/WallStreetBets data for August of 2021, Reddit /r/NoNewNormal dataset, Reddit Norm Violations, Reddit (multi-ref), REDDIT-MULTI-5k, REDDIT-MULTI-12K, Reddit Ideology Database, Reddit Engagement Dataset, Reddit C-SSRS, Reddit cryptocurrency data for August 2021, Reddit Corpus, Reddit Conversation Corpus, REDDIT-BINARY, REDDIT-B, REDDIT-5K, REDDIT-12K, Pushshift Reddit, PolyAI Reddit, One Year of Doge on Reddit, One Million Reddit Questions, One Million Reddit Jokes, One Million Reddit Confessions, Legal Advice Reddit, Five Years of AAPL on Reddit, FigLang 2020 Reddit Dataset, CodeSwitch-Reddit, lmqg/qg_squadshifts, Reddit

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Node Classification CoFree-GNN Communication-Free Distributed GNN Training with … 2023-08-06
Node Classification EnGCN A Comprehensive Study on Large-Scale … 2022-10-14
Node Classification BNS-GCN BNS-GCN: Efficient Full-Graph Training of … 2022-03-21
Node Classification PCAPass + XGBoost Dimensionality Reduction Meets Message Passing … 2022-02-01
Node Classification shaDow-SAGE Decoupling the Depth and Scope … 2022-01-19
Node Classification shaDow-GAT Decoupling the Depth and Scope … 2022-01-19
Node Classification VQ-GNN (SAGE-Mean) VQ-GNN: A Universal Framework to … 2021-10-27
Node Classification TGCL+ResNet Deeper-GXX: Deepening Arbitrary GNNs 2021-10-26
Node Classification GRACE Deep Graph Contrastive Representation Learning 2020-06-07
Node Classification SIGN SIGN: Scalable Inception Graph Neural … 2020-04-23
Node Classification JKNet+DropEdge DropEdge: Towards Deep Graph Convolutional … 2019-07-25
Node Classification GraphSAINT GraphSAINT: Graph Sampling Based Inductive … 2019-07-10
Node Classification ASGCN Adaptive Sampling Towards Fast Graph … 2018-09-14
Node Classification FastGCN FastGCN: Fast Learning with Graph … 2018-01-30
Node Classification GraphSAGE Inductive Representation Learning on Large … 2017-06-07

Research Papers

Recent papers with results on this dataset: