This dataset includes a comprehensive collection of materials and analyses used in the publication "Exploring the SWOTs (Strengths, Weaknesses, Opportunities, and Threats) of Solar Chemicals and Fuels: Findings from a Literature Review and a Workshop Exercise." The dataset consists of a PDF file, with the full-text NVivo coding results, and an Excel file, which contains: A complete list of documents analyzed, along with their bibliographic information. A compilation table of the SWOT analysis developed after the text-mining exercise and literature review. Word trees retrieved from NVivo. Full quantitative analysis of the NVivo codes and their references. Citation analysis data. Matrix query results on "Policy versus Workshop."