3,143
Views
4
CrossRef citations to date
0
Altmetric
Coronavirus – Review

Global landscape of COVID-19 vaccination progress: insight from an exploratory data analysis

ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon, ORCID Icon & ORCID Icon
Article: 2025009 | Received 12 Oct 2021, Accepted 29 Dec 2021, Published online: 20 Jan 2022
 

ABSTRACT

The next big step in combating the COVID-19 pandemic will be gaining widespread acceptance of a vaccination campaign for SARS-CoV-2. This study aims to report detailed Spatiotemporal analysis and result-oriented storytelling of the COVID-19 vaccination campaign across the globe. An exploratory data analysis (EDA) with interactive data visualization using various python libraries was conducted. The results show that, globally, with the rapid vaccine development and distribution, people from the different regions are also getting vaccinated and revealing their positive intent toward the COVID-19 vaccination. The outcomes of this exploration also established that mass vaccination campaigns in populated countries including Brazil, China, India, and the US reduced the number of daily COVID-19 deaths and confirmed cases. Overall, our findings contribute to current policy-relevant research by establishing a link between increasing immunization rates and lowering COVID-19’s rising curve.

Disclosure statement

No potential conflict of interest was reported by the author(s).

Author contribution

All authors conceptualized and designed the study. SKD and MR had the idea for and designed the study and had full access to all the data in the study and take the responsibility for the exploratory data analysis with their visualization. URS, AH, and AQ contributed to the writing of the article. MR and AQ contributed to the critical revision of the report. All the visualization and data presentation methods developed by SKD, MR, and AT. All authors contributed to data acquisition, data analysis, and reviewed and approved the final version.

Data availability statement

The data that support the findings of this study are available from the corresponding author, upon reasonable request.

Additional information

Funding

The author(s) reported there is no funding associated with the work featured in this article.