Bibliometric analysis stands as an indispensable statistical tool, offering profound insights into the current landscape of scientific knowledge within specific research domains. By leveraging a diverse array of techniques such as publication and citation counting, co-citation analysis, bibliographic coupling, keyword co-occurrence, and co-authorship networks, bibliometrics empowers researchers to pinpoint pertinent research problems and embark on journeys toward impactful studies. Furthermore, the art of composing a bibliometric paper, whether as a prelude to a literature review or within a research paper's introduction, equips researchers with the ability to elucidate their objectives and methodologies with utmost clarity and conciseness. Within the encompassing workshop series, “Research Skills (Write a Bibliometric Paper),” our session titled "Enhancing Paper Quality and Analyzing Data" takes center stage. This session investigates the heart of the matter by exploring the criteria for evaluating the quality of papers within bibliometric research. Participants will master the skills required to interpret results, derive conclusive insights related to their research questions and objectives, and elevate the overall quality of their bibliometric papers.