Qualitative analysis is a research method that focuses on understanding the subjective experiences and perspectives of individuals, rather than relying solely on numerical data. This approach emphasizes the interpretation of social phenomena through in-depth exploration of themes, patterns, and meanings. In the context of levels of analysis, qualitative analysis can help illuminate the nuances of individual, group, or state behavior in international relations.