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32 changes: 32 additions & 0 deletions datasets/eba.yaml
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Name: Bitcoin Graph
Description: A temporal graph of Bitcoin transactions that encompasses the complete trading details of over 8.72 billion BTC, consisting of over 2.4 billion nodes and 39.72 billion time-stamped edges spanning more than a decade. This makes it a complete resource for developing models on Bitcoin and a large-scale resource for benchmarking graph neural networks.
Documentation: https://eba.b1aab.ai
Contact: https://github.com/B1AAB/EBA/issues
ManagedBy: Vahid Jalili
UpdateFrequency: Annually
Tags:
- bitcoin
- blockchain
- cryptocurrency
- graph
License: CC BY-NC-SA 4.0
Citation:
Resources:
- Description: Bitcoin Graph in TSV format and Neo4j database dump
ARN: arn:aws:s3:::bitcoin-graph
Region: US West (Oregon) us-west-2
Type: S3 Bucket
DataAtWork:
Tutorials:
- Title: Bitcoin address clustering using its neighborhood
URL: https://github.com/B1AAB/GraphStudio/blob/main/quickstart/graph_101.ipynb
NotebookURL: https://github.com/B1AAB/GraphStudio/blob/main/quickstart/graph_101.ipynb
AuthorName: Vahid Jalili
AuthorURL: https://www.linkedin.com/in/jalilivahid
Publications:
- Title: The Temporal Graph of Bitcoin Transactions
URL: https://arxiv.org/abs/2510.20028
AuthorName: Vahid Jalili
AuthorURL: https://www.linkedin.com/in/jalilivahid
ADXCategories:
- Financial Services Data