The analysis of public attitudes towards nuclear energy represents an issue that is commonly investigated, especially considering the new context of classifying some nuclear power plants as green investments under the European Green Deal. The importance of this topic is critical to the future of nuclear power generation. The purpose of this study is to identify the relationships that exist between the different factors and the attitude of the public towards nuclear energy in the context of the European Green Deal. The article identifies and analyzes the main factors that influence this relationship. In this context, a questionnaire-based survey was conducted regarding the identification of the relationship between public knowledge, degree of cooperation, perceived risks, trust and attitude towards nuclear energy. The sample was chosen using the snowball method. The analysis was made up of 578 respondents from different segments of age, gender, place of residence, field of activity, work experience and income. Following the survey, the main conclusion was that over 30% of the respondents do not want nuclear energy and are adamantly opposed to it. At the same time, the results indicate that the respondents’ attitude is not directly influenced by the risks they perceive in relation to nuclear energy.