"Data set of energy consumption and climate in 12 districts of a certain place"

"A publicly available French regional energy consumption\u2013climate correlation dataset was used for the experiments. The dataset covers 12 metropolitan regions of France and contains hourly records of electricity consumption, natural gas consumption, temperature, and humidity. The weather information was collected from representative major cities in each region to reflect the impact of regional weather variation on energy demand. The dataset spanned from 2013-01-01 01:00:00 to 2022-12-20 21:00:00, and each regional subset contained 87,382 records. To simulate a multi-client collaborative training scenario, three regional subsets were selected as the local data sources of three independent devices, thereby constructing a non-IID setting for resource-constrained industrial edge devices."