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Reddit

Introduced by William L. Hamilton et al. in Inductive Representation Learning on Large Graphs1 Jan 2017 archive 2025-07-28

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/

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 8 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Node Classification Reddit BNS-GCN Accuracy 97.17% BNS-GCN: Efficient Full-Graph Training of Graph... gatech-eic/bns-gcn +1 16 Compare
Graph Classification REDDIT-B CRaWl Accuracy 93.15 Walking Out of the Weisfeiler Leman Hierarchy: Graph... toenshoff/CRaWl 12 Compare
Conversational Response Selection PolyAI Reddit Multi-context ConveRT 1-of-100 Accuracy 71.8% ConveRT: Efficient and Accurate Conversational... golsun/dialogrpt +4 5 Compare
Graph Classification REDDIT-MULTI-12K GNN (DiffPool) Accuracy 47.08 Hierarchical Graph Representation Learning with... dmlc/dgl +13 3 Compare
Sarcasm Detection FigLang 2020 Reddit Dataset BERT+Aspect-based approaches F1 0.737 Applying Transformers and Aspect-based Sentiment... — 2 Compare
Dialogue Generation Reddit (multi-ref) SpaceFusion interest (human) 2.53 Jointly Optimizing Diversity and Relevance in Neural... — 1 Compare
Dynamic Link Prediction Reddit DyG2Vec AP 99.6 DyG2Vec: Efficient Representation Learning for Dynamic Graphs huawei-noah/noah-research +1 1 Compare
Question Answering squadshifts reddit no rows — — 0 Compare

Papers archive 2025-07-28

30 shown of 37 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 699. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Graph-level Representation Learning with Joint-Embedding Predictive Architectures 1 1 27 Sep 2023 ran 10 of 11 samples (1 unverified)
Communication-Free Distributed GNN Training with Vertex Cut 0 1 6 Aug 2023 not harvested
Strengthening structural baselines for graph classification using Local Topological Profile 1 1 1 May 2023 not harvested
DyG2Vec: Efficient Representation Learning for Dynamic Graphs 2 1 30 Oct 2022 not harvested
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking 2 1 14 Oct 2022 ran 4 of 6 samples (2 unverified)
BNS-GCN: Efficient Full-Graph Training of Graph Convolutional Networks with Partition-Parallelism and Random Boundary Node Sampling 2 1 21 Mar 2022 not harvested
Dimensionality Reduction Meets Message Passing for Graph Node Embeddings 1 1 1 Feb 2022 not harvested
Decoupling the Depth and Scope of Graph Neural Networks 1 2 19 Jan 2022 ran 0 of 2 samples (2 unverified; 2 pointer-only for licence)
VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization 1 1 27 Oct 2021 not harvested
Deeper-GXX: Deepening Arbitrary GNNs 0 1 26 Oct 2021 not harvested
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing 1 1 17 Feb 2021 not harvested
Simple Spectral Graph Convolution 2 1 1 Jan 2021 not harvested
Applying Transformers and Aspect-based Sentiment Analysis approaches on Sarcasm Detection 0 1 1 Jul 2020 not harvested
A Novel Higher-order Weisfeiler-Lehman Graph Convolution 1 1 1 Jul 2020 not harvested
Wasserstein Embedding for Graph Learning 1 1 16 Jun 2020 not harvested
Deep Graph Contrastive Representation Learning 3 1 7 Jun 2020 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Sarcasm Detection using Context Separators in Online Discourse 0 1 1 Jun 2020 not harvested
SIGN: Scalable Inception Graph Neural Networks 5 1 23 Apr 2020 ran 2 of 7 samples (5 unverified)
A Fair Comparison of Graph Neural Networks for Graph Classification 5 1 20 Dec 2019 not harvested
ConveRT: Efficient and Accurate Conversational Representations from Transformers 5 2 9 Nov 2019 ran 0 of 9 samples (9 unverified)
Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling 1 1 24 Oct 2019 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification 7 1 25 Jul 2019 ran 0 of 5 samples (5 unverified)
GraphSAINT: Graph Sampling Based Inductive Learning Method 8 1 10 Jul 2019 not harvested
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation 1 1 4 Jul 2019 ran 0 of 1 samples (1 unverified)
A Repository of Conversational Datasets 3 1 13 Apr 2019 ran 0 of 3 samples (3 unverified)
Rep the Set: Neural Networks for Learning Set Representations 1 1 3 Apr 2019 not harvested
Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings 1 1 2 Apr 2019 ran 0 of 1 samples (1 unverified; 1 pointer-only for licence)
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity 1 2 1 Apr 2019 not harvested
Fast Graph Representation Learning with PyTorch Geometric 6 1 6 Mar 2019 ran 0 of 2 samples (2 unverified)
Jointly Optimizing Diversity and Relevance in Neural Response Generation 0 1 28 Feb 2019 not harvested

The full list of 37 is in the JSON twin.

Dataset loaders archive 2025-07-28

pytorch-geometric.readthedocs.io/en/latest/modules/datasets.htmlrusty1s/pytorch_geometricpytorch
huggingface.co/datasets/reddithuggingface/datasetstfpytorchjax
docs.dgl.ai/api/python/dgl.data.html#dgl.data.RedditDatasetdmlc/dglpytorchtfmxnet
www.tensorflow.org/datasets/catalog/reddittensorflow/datasetstfjax
graphneural.network/datasets/#redditdanielegrattarola/spektraltf

5 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

ClassificationQuestion AnsweringText ClassificationNode ClassificationText SummarizationGraph ClassificationAbstractive Text SummarizationConversational Response SelectionDialogue GenerationQuantizationSequence-to-sequence Language ModelingDynamic Link PredictionTopic ModelsSarcasm DetectionOpen-Domain DialogGraph Representation LearningGenerative Question AnsweringDialogue EvaluationNews GenerationNews RecommendationTopological Data Analysis

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Graphs

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • 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

35 variant names, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections