{"repo":"Y-Xiang-hub/Bitcoin-Address-Behavior-Analysis","free":true,"listed":false,"github":"https://github.com/Y-Xiang-hub/Bitcoin-Address-Behavior-Analysis","clone":"git clone https://github.com/Y-Xiang-hub/Bitcoin-Address-Behavior-Analysis.git","description":"This repository contains code for BABD, as detailed in our paper published in IEEE TIFS","language":"Python","stars":32,"topics":["bitcoin","data-mining","graph","machine-learning"],"license":"Apache-2.0","category":"blockchain-web3","readme_excerpt":"Detailed Overview of BABD Construction This project provides the source code for building BABD-13, accessible on Kaggle. The research paper, titled BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis, has been published in IEEE Transactions on Information Forensics and Security. If you find our work helpful for your research, please consider citing it as: @article{xiang2023babd, author={Xiang, Yuexin and Lei, Yuchen and Bao, Ding and Li, Tiantian and Yang, Qingqing and Liu, Wenmao and Ren, Wei and Choo, Kim-Kwang Raymond}, journal={IEEE Transactions on Information Forensics and Security}, title={BABD: A Bitcoin Address Behavior Dataset for Pattern Analysis}, year={2024}, volume={19}, pages={2171-2185}, doi={10.1109/TIFS.2023.3347894} } Contents - Data Collection - Transaction Graph Generation - Feature Extraction - Data Preprocess - Data Analysis - Additional Notes - Extended Research - Credits - Appendix Data Collection In the data collection folder, Bitcoin Ledger Reader V3.1.py is implemented for collecting Bitcoin ledger data from BTC.com, also we share partial Bitcoin ledger data in JSON format from height 600,000 to 605,999 on Kaggle BABD-13 since the whole raw Bitcoin ledger data are too large. We also recommend using BlockSci for raw Bitcoin ledger collection, the collected data in JSON format are somewhat different from the format in this work but can be modified. labeled data API.py is used for collecting Bitcoin addresses with labels from WalletExplorer c","default_branch":null,"files":null,"tree":[],"storefront":"/r/Y-Xiang-hub","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Y-Xiang-hub/Bitcoin-Address-Behavior-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}