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About EX-Graph

The largest dataset that combines on-chain Ethereum transaction records with off-chain data from X (formerly Twitter)

Dataset Overview

The EX-Graph dataset consists of several components:

  1. X Graph: This component captures the social network of X users who are associated with Ethereum transactions. It provides a graph representation of the relationships between X accounts, allowing researchers to analyze the influence and interactions of users in the Ethereum community.

  2. Ethereum Graph: The Ethereum graph component contains a wealth of transaction records from the Ethereum blockchain. It includes details such as transaction hashes, block numbers, timestamps, sender and recipient addresses, and transaction values. This graph enables researchers to study transaction patterns, analyze network dynamics, and gain a deeper understanding of the Ethereum network’s activities.

  3. Ethereum Graph with X Features: Building upon the Ethereum graph, this component incorporates additional X features associated with Ethereum transactions. By combining social media data with blockchain records, researchers can explore the correlation between social media activities and specific transactions, allowing for in-depth analysis of sentiment dynamics, influence propagation, and the impact of social media on cryptocurrency markets.

  4. Wash-Trading Addresses Detection Graph: This component focuses on detecting wash-trading addresses within the Ethereum network. It provides a graph representation that helps researchers identify suspicious addresses engaged in wash-trading activities, facilitating the study of market manipulation and enhancing the integrity of the Ethereum ecosystem.

The EX-Graph dataset offers a comprehensive resource for researchers, developers, and enthusiasts to explore the intricate dynamics between Ethereum transactions and X interactions. It enables the study of transaction patterns, sentiment analysis, influence propagation, market manipulation detection, and more. Researchers can leverage the provided code and experiments to conduct innovative research and drive advancements in the field of blockchain and social media analysis.

Collaboration and Knowledge Sharing

At EX-Graph, we believe in the power of collaboration and knowledge sharing. Our dataset is openly accessible to the community, fostering collaboration among researchers, developers, and enthusiasts. We encourage you to explore, experiment, and contribute to the advancement of blockchain and social media research.

Join Our Community

Become part of our vibrant community of researchers, developers, and enthusiasts. Connect with like-minded individuals, share your findings, and collaborate on groundbreaking projects. Together, we can unlock the full potential of EX-Graph and drive innovation in the fields of cryptocurrency, social network analysis, sentiment analysis, and beyond.

Contact Us

For inquiries, feedback, or collaboration opportunities, please reach out to our team at persdre@gmail.com. We look forward to hearing from you and working together to push the boundaries of blockchain and social media research.