The main purpose of this study is to investigate the application of predictive analytics techniques in the energy field and to identify strategies to stimulate renewable energy production. The analysis begins by examining four key indicators: renewable energy. gas price. gas consumption and renewable energy consumption through a detailed descriptive analysis.