From the dimensions of energy structure composition, output trend and consumption change, and from multiple perspectives of energy industry, type, time and region, the carbon distribution analysis view is constructed to achieve all-round, multi-dimensional and multi-perspective analysis. Based on the information of alternative technologies of clean energy, correlation analysis and correlation mining were conducted on clean energy consumption data, non-fossil energy consumption data, population carbon footprint, energy conservation policy, energy conservation awareness and forest coverage, etc., to explore the key factors affecting carbon emission reduction. Conduct carbon emission monitoring and carbon removal potential analysis of key industries, as well as carbon trading and carbon pricing analysis, so as to realize comprehensive dimension analysis of regional carbon production, consumption, alternative resources and carbon reduction channels, and conduct situation awareness and accurate prediction of future trends.