COVID-19 Vaccination Progress and Projections Across African Continents
- Resource Type
- Conference
- Authors
- Pandey, Saroj Kumar; Singh, Kamred Udham; Kumar, Gaurav; Singh, Teekam; Rathore, Yogesh Kumar; Kumar, Ankit
- Source
- 2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI) Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI), 2023 International Conference on. 1:1-6 Dec, 2023
- Subject
- Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
General Topics for Engineers
Geoscience
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
COVID-19
Industries
Technological innovation
Pandemics
Sociology
Time series analysis
Africa
COVID-19 Vaccine
Time Series Analysis
NNAR
- Language
The world's largest immunization programmer of COVID-19 is under ongoing leading to a decline in COVID-19 cases and fatalities amongst the population. There are concerns growing that the poorest nation may be missed out, to the very end of a long queue for the resources. This paper explains the current progress of COVID-19 vaccinations in each continent. Time series analysis is performed on the daily vaccination data taken from ‘Our World in Data’ for 209 countries. Neural network auto regression (NNAR) model is used for continent-wise projection of vaccination rate for the next 365 days that determines when all of the population in each continent will be immunized. Empirical evaluation helped us to understand the unequal access and distribution of vaccines in African countries.