Statistical analysis and visualization of the potential cases of pandemic coronavirus
Tóm tắt
A local outbreak of initially unknown cause pneumonia was detected in Wuhan (Hubei, China) in December 2019 and a novel coronavirus, the severe acute respiratory syndrome coronavirus 2, was quickly found to be causing it. Since then, the epidemic has spread to all of China's mainland provinces as well as 58 other countries and territories, with more than 87,137 confirmed cases around the globe, including 79,968 from China, 7169 from other countries as of 1 March 2020, as stated by the World Health Organization in the COVID-19 situation report-41. In response to this current public health emergency, this study done a statistical analysis and visualized reported cases of coronavirus disease 2019 (COVID-19) based on the open data collection provided by Johns Hopkins University. Where the location and number of confirmed infected cases have been shown, there have also been deaths, recovered cases and comparisons of the growth rates between the Globe countries. This was intended to provide researchers, public health officials and the general public with exposure to the epidemic.
Tài liệu tham khảo
World Health Organization. Naming the coronavirus disease (COVID-19) and the virus that causes it. The ICTV’s page is here: International Committee on Taxonomy of Viruses (ICTV). 2020. https://talk.ictvonline.org/. Accessed 20 March 2020.
World Health Organization. WHO statement regarding cluster of pneumonia cases in Wuhan, Chinam Jan 9, 2020. 2020. https://www.who.int/china/news/detail/09-01-2020-who-statement-regarding-cluster-of-pneumonia-cases-in-wuhan-china. Accessed 15 Feb 2020.
WHO. Coronavirus disease 2019 (COVID-19) situation reports. 2020. https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports. Accessed 5 April 2020.
Ren LL, Wang YM, Wu ZQ, et al. Identification of a novel coronavirus causing severe pneumonia in human: a descriptive study [published online ahead of print, 2020 Feb 11]. Chin Med J (Engl). 2020. https://doi.org/10.1097/CM9.0000000000000722.
Drosten C, Günther S, Preiser W, et al. Identification of a novel coronavirus associated with severe acute respiratory syndrome. N Engl J Med. 2003;348:1967–76.
Chen Y, Liu Q, Guo D. Emerging coronaviruses: genome structure, replication, and pathogenesis. J Med Virol. 2020;92:418–23. https://doi.org/10.1002/jmv.25681.
Zhu N, Zhang D, Wang W, et al. A novel coronavirus from patients with pneumonia in China, 2019. N Engl J Med. 2020;382:727–33. https://doi.org/10.1056/NEJMoa2001017.
Centers for Disease Control and Prevention. 2019 Novel Coronavirus (2019‐nCoV), Wuhan, China. 2019. https://www.cdc.gov/coronavirus/2019-nCoV/summary.html. Accessed 15 Jan 2020.
Yoo JH. The fight against the 2019-nCoV outbreak: an arduous march has just begun. J Korean Med Sci. 2020;35:e56. https://doi.org/10.3346/jkms.2020.35.e56.
World Health Organization. Rolling updates on coronavirus disease (COVID-19). 2020. https://www.who.int/emergencies/diseases/novel-coronavirus-2019/events-as-they-happen. Accessed 20 Mar 2020.
Hui DS, Azhar EI, Madani TA, et al. The continuing 2019-nCoV epidemic threat of novel coronaviruses to global health—the latest 2019 novel coronavirus outbreak in Wuhan, China. Int J Infect Dis. 2020;91:264–6.
Mesel-Lemoine M, Millet J, Vidalain PO, et al. A human coronavirus responsible for the common cold massively kills dendritic cells but not monocytes. J Virol. 2012;86(14):7577–87. https://doi.org/10.1128/JVI.00269-12.
Dey SK, Rahman MM, Siddiqi UR, Howlader A. Analyzing the epidemiological outbreak of COVID-19: a visual exploratory data analysis (EDA) approach. J Med Virol. 2020;92(6):632–8. https://doi.org/10.1002/jmv.25743.
Muthusami R, Bharathi A, Saritha K. COVID-19 outbreak: Tweet based analysis and visualization towards the influence of coronavirus in the World. J GED Organ. 2020;33(2):534–49.
2019 Novel CoronaVirus CoViD-19 (2019-nCoV) Data Repository by Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). 2020. https://github.com/CSSEGISandData/COVID-19. Accessed 17 April 2020.