The EU presently orientates its policy to a low-carbon and resource-efficient economy. In this paper, we evaluate the current situation and the developments in greenhouse gas emissions, and we will evaluate carbon resource usage in chosen EU countries from the viewpoint of greenhouse gas emission per capita, energy production in the EU, energy dependence of EU countries, and final energy consumption. We will analyze and evaluate the data available from the Eurostat database through regression and cluster analysis using JMP 15 statistical software. The results show significant differences in the individual countries, and they can be used for determination of the energy policy in the individual states.