Elucidating Carbon Dot Research Coupled with Bibliometric Analysis

12 June 2024, Version 2
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Two decades have gone by since the discovery of carbon dots (CDs) and a lot of research on CDs has been published. However, still, there is no comprehensive overview of how this research has evolved and to which direction it is going. Herein, with the power of big data analytics, an attempt was made to illuminate the journey of CD research. A total of 24599 publications from the Web of Science Core Collection for the period of 2004 – 2024 were studied with Biblioshiny and VOSviewer coupled with manual studies. The included publications originate from 115 countries, ~8K institutions, and ~66K authors. China produced ~50% of the publications. The Chinese Academy of Science appeared as the most productive institution. Authors with nine or more publications emerged as the core authors. Publications were categorized as per the United Nations Sustainable Development Goals. Synthesis (green synthesis, facile synthesis, hydrothermal synthesis), sensing, photoluminescence, photocatalysis, composites, drug delivery, bioimaging, etc. appeared as the hot research topics on CD.

Keywords

graphene quantum dot
carbon quantum dot
science mapping
review
performance analysis

Supplementary materials

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Title
Elucidating Carbon Dot Research Coupled with Bibliometric Analysis
Description
Figure S1. Trends in the number of publications on Graphene. Table S1. List of countries, publications, citations, and average citations. Figure S2. Countries’ production over time. Figure S3-S4. World map based on the total no of citations analysis, and average citations analysis. Table S2. Institutions and publications. Table S3-S5. Top 100 journals in terms of no of publications, no of citations, and h-index. Table S6. Top 10 local cited references. Figure S5. Reference Publication Year Spectroscopy. Table S7. Subject categories (Web of Science) of publications. Figure S6. Trend topics as per Keywords Plus analysis. Figure S7-S8. Sankey plot focusing authors and their relationship with journals and Author Keywords, and cited journals and Author Keywords. Figure S9. Sankey plot focusing journals and their relationship with author countries and Author Keywords. Figure S10. Sankey plot focusing cited journals and their relationship with author countries and Author Keywords.
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