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Online dashboard and data analysis approach for assessing COVID-19 case and death data
1Universidad Distrital Francisco Jose de Caldas, Bogota, Colombia.
Insights
This study introduces an online dashboard for real-time coronavirus disease 2019 (COVID-19) data and a mathematical model for projecting future cases and deaths globally and nationally.
Area of Science:
- Epidemiology
- Public Health
- Data Science
Background:
- The 2019-2020 global pandemic is caused by Severe Acute Respiratory Syndrome coronavirus-2 (SARS-CoV-2), leading to widespread infections and fatalities.
- Existing data visualization tools for COVID-19 lack predictive capabilities for case and death trends.
Purpose of the Study:
- To design and develop an online dashboard for presenting current COVID-19 data.
- To create a mathematical model for projecting the future evolution of COVID-19 cases and deaths.
Main Methods:
- Development of an interactive online dashboard for real-time data.
- Implementation of a mathematical modeling approach for trend projection based on current data.
Main Results:
- The online dashboard provides up-to-date information on COVID-19 cases and deaths.
- The mathematical model offers projections for the future trajectory of the pandemic worldwide and by country.
Conclusions:
- The developed dashboard and model enhance understanding of COVID-19 trends.
- This approach aids in anticipating the pandemic's future impact and informing public health strategies.
Abstract:
The 2019-2020 global pandemic has been caused by a disease called coronavirus disease 2019 (COVID-19). This disease has been caused by the Severe Acute Respiratory Syndrome coronavirus-2 (SARS-CoV-2). By April 30 2020, the World Health Organization reported 3,096,626 cases and 217,896 deaths, which implies an exponential growth for infection and deaths worldwide. Currently, there are various computer-based approaches that present COVID-19 data through different types of charts, which is very useful to recognise its behavior and trends. Nevertheless, such approaches do not allow for observation of any projection regarding confirmed cases and deaths, which would be useful to understand the trends of COVID-19. In this work, we have designed and developed an online dashboard that presents actual information about COVID-19. Furthermore, based on this information, we have designed a mathematical model in order to make projections about the evolution of cases and deaths worldwide and by country.
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