Abstract
The present COVID-19 virus outbreak has started in the Wuhan area of China and is expanding worldwide. This lethal epidemic had an immense impact on millions of citizens and provided some political and social response. The outcome of any research investigation in this area remains to be decided. However, it is essential to assess the epidemic dynamics to correctly predict the quarantine operations and safeguard individuals at least at an appropriate stage. In big data science and other relevant fields, it is essential to have the best possible overview of data. To accomplish this, we researched the COVID-19 pandemic dynamics in Egypt to include a structure for effective quarantines. Guidelines for studying pandemic processes have been clarified and can be used to arrive at hypotheses. The statistical model is a significant development in describing the COVID-19 daily cases in Egypt.