This dataset contains the data extracts of a conceptual literature review on planetary justice literature, which was conducted as part of a PhD project that explores the implications of planetary justice for the energy transition. The purpose of the review was to identify and synthesize conceptualisations and critiques from different planetary justice scholars, which serves as a basis for further developing the planetary justice framework. The review was conducted in tandem with a review of reviews on energy justice literature.