The goal of this review is to conduct a bibliometric analysis of the study associated with entrepreneurial intention. The analysis includes a total numbers of 1,727 papers published between 2004 and 2024. The research aims to identify trends related to entrepreneurial purpose, the leading journals in this field, prolific authors, and the countries that are most frequently cited. The co-authorship network-map, intercountry co-authorship network map, and keyword co-occurrence maps are consequently provided. Scopus database was used to evaluate the substantial data regarding the numerous Publications incorporated into this investigation. A co-authorship map, an inter-country co-authorship network map, and a keyword co-occurrence network map were produced using the VOSviewer software. RStudio software was employed in this investigation to analyze the most prominent journals, prolific authors, countries' scientific production, and word maps of keywords and prevalent topics. The study's findings demonstrate that Education and Training is the most significant journal, with the highest no. of papers published in the Year 2024. Additionally, the most distinguished author is “Francisco Linan” with 21 papers, and the most cited country is Spain with 5134 citations. The word map of keywords shows the term "entrepreneur" occurs most frequently in the data set.The study enhances the existing body of literature regarding entrepreneurial intention. Bibliometric methodologies present a complete and reliable overview of this field. The findings may assist authors in seeking further research on this subject. The paper claims that it is the most valuable bibliometric study on entrepreneurial intention, offering current insights through the use of both Vosviewer and Rstudio software to facilitate a more comprehensive understanding.