BlockSci: Design and applications of a blockchain analysis platform
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Abstract (arXiv)
Analysis of blockchain data is useful for both scientific research and commercial applications. We present BlockSci, an open-source software platform for blockchain analysis. BlockSci is versatile in its support for different blockchains and analysis tasks. It incorporates an in-memory, analytical (rather than transactional) database, making it several hundred times faster than existing tools. We describe BlockSci's design and present four analyses that illustrate its capabilities. This is a working paper that accompanies the first public release of BlockSci, available at https://github.com/citp/BlockSci. We seek input from the community to further develop the software and explore other potential applications.
Key facts. Cited by 10 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Sep 2017.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 3; 2024: 2; 2025: 0; 2026: 2.
10 papers.
- 2024Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learningcited by 8
- 2023Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrencycited by 5
- 2022Pattern Analysis of Money Flow in the Bitcoin Blockchaincited by 2
- 2026How Agentic Is Agentic Commerce? A Population-Scale Measurement of x402 Adoption and Authenticitycited by 2
- 2021Identifying Ransomware Actors in the Bitcoin Networkcited by 1
- 2023Data Depth and Core-based Trend Detection on Blockchain Transaction Networkscited by 1
- 2022Toward Intention Discovery for Early Malice Detection in Bitcoincited by 0
- 2023Argumentation Schemes for Blockchain Deanonymizationcited by 0
- 2024Clean Up the Mess: Addressing Data Pollution in Cryptocurrency Abuse Reporting Servicescited by 0
- 2026ETH-TraceBench: A Large-Scale Event-Stream Benchmark for Ethereum DeFi under Temporal, Protocol, and Contract Shiftcited by 0
- 2026ETH-TraceBench: A Large-Scale Event-Stream Benchmark for Ethereum DeFi under Temporal, Protocol, and Contract Shift20 Sep 2026
- 2026How Agentic Is Agentic Commerce? A Population-Scale Measurement of x402 Adoption and Authenticity14 Jul 2026
- 2024Clean Up the Mess: Addressing Data Pollution in Cryptocurrency Abuse Reporting Services28 Oct 2024
- 2024Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning28 Mar 2024
- 2023Argumentation Schemes for Blockchain Deanonymization26 May 2023
- 2023Data Depth and Core-based Trend Detection on Blockchain Transaction Networks24 Mar 2023
- 2023Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency13 Jan 2023
- 2022Toward Intention Discovery for Early Malice Detection in Bitcoin24 Sep 2022
- 2022Pattern Analysis of Money Flow in the Bitcoin Blockchain15 Jul 2022
- 2021Identifying Ransomware Actors in the Bitcoin Network28 Aug 2021