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In this study, we investigate the scientific research response from the earlystages of the pandemic, and we review key findings on how the early warningsystems developed in previous epidemics responded to contain the virus. Thedata records are analysed with commutable statistical methods, including RStudio, Bibliometrix package, and the Web of Science data mining tool. Weidentified few different clusters, containing references to exercise,inflammation, smoking, obesity and many additional factors. From the analysison Covid-19 and vaccine, we discovered that although the USA is leading involume of scientific research on Covid 19 vaccine, the leading 3 researchinstitutions (Fudan, Melbourne, Oxford) are not based in the USA. Hence, it isdifficult to predict which country would be first to produce a Covid 19vaccine.

diabetes and metabolic syndrome clinical research and reviews

Data mining and analysis of scientific research data records on Covid 19  mortality, immunity, and vaccine development in the first wave of the Covid  19 pandemic