A Real-Time COVID-19 Exploratory Analysis and Outbreak Prediction System
Jitendra Singh, Preeti Pandey · 2024
On May 28th, 2020, India recorded its 4711th death, with a total of 165,386 confirmed cases of COVID-19. Simultaneously, Ethiopia reported 7 deaths and 831 total confirmed cases. This research aims to develop a robust machine-learning model through exploratory data analysis, which can forecast the potential spread of the virus across various countries and regions. This study introduces a predictive system implemented in Python to anticipate the virus's propagation in the forthcoming week. The analysis encompasses the examination of the pandemic's progression in India and Ethiopia, including trends and comparative analyses with other nations, facilitated by folium visualization. Additionally, the research employs the Prophet forecasting tool to project worldwide COVID-19 cases.