Amboss-Tech/ln-gossip

Lightning Network Gossip Channel Closure Dataset 是一个包含每日闪电网络快照的数据集，数据通过gossip消息收集，时间范围从2022年6月9日到2024年10月14日。该数据集用于论文《Predicting Channel Closures in the Lightning Network with Machine Learning》（Antonelli等人，2026年）以及相关的ln-channel-closure-prediction代码库。数据集包含每行一个gossip事件，列包括通道标识符、容量、端点公钥、通道状态（如OPEN/CLOSED）、关闭信息（如MUTUAL/FORCED）等，用于时间图链接分类任务。统计数据显示有693,277个事件和36,170个唯一节点，类别分布显示开放通道约占83%。数据集以CC-BY-4.0许可发布，底层gossip消息是公开的。Daily snapshots of the Lightning Network (LN) collected from gossip messages between 2022-06-09 and 2024-10-14. Used in the paper Predicting Channel Closures in the Lightning Network with Machine Learning (Antonelli et al., 2026) and consumed by the ln-channel-closure-prediction codebase. The dataset includes one row per gossip event with columns such as chan_id, capacity, src, dst, channel_status, closing_info, etc., for temporal graph link classification tasks. Statistics show 693,277 events and 36,170 unique nodes, with class distribution at prediction time approximately 83% open. Released under CC-BY-4.0 license, with underlying gossip messages being public by design.