Natural Gas Demand Dataset
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/bonaldli/CausalEnergy
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资源简介：
该数据集涵盖了影响天然气需求的各种驱动因素，包括供暖度日（HDD）、俄罗斯天然气流入欧洲、工作日模式以及可再生能源产量等，同时还考虑了地缘政治影响，如俄乌冲突。该数据集通过非线性格兰杰因果检验，捕捉了影响天然气需求的各种因素之间的依赖关系和因果关系。任务是对天然气需求进行因果分析。
This dataset encompasses various driving factors affecting natural gas demand, including Heating Degree Days (HDD), Russian natural gas inflows to Europe, weekday patterns, renewable energy output, and accounts for geopolitical impacts such as the Russia-Ukraine conflict. It captures the dependencies and causal relationships among various factors influencing natural gas demand via nonlinear Granger causality tests, with the core task being to conduct causal analysis on natural gas demand.
提供机构：
Authors' GitHub Repository
