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Through bibliometric analysis, this paper aimed at facilitating stakeholders like researchers, academicians, and policy makers in addressing the emerging concept of subjective well-being of entrepreneurs in the turbulent times like COVID-19 pandemic. Scopus database has been used as a source of data. Performance analysis and science mapping have been applied on 127 published documents retrieved from Scopus. The different aspects focused by the present research were publication output, country collaboration map, sub-network of publication countries, co-occurrence of keywords, citation of authors, contributing authors, co-citation of authors, and co-citation of journals. By applying text mining technique, 6 clusters were identified followed by mapping the trend topics in the area. The focus on addressing subjective well-being of entrepreneurs during the times of crisis like COVID-19 is a novel contribution to the literature. In order to enhance the generalizability and reliability of the results, bibliometrics was performed with the application of two highly effective tools, i.e., VOSviewer and Biblioshiny, which is a value addition to the existing research.