In view of the fact that the 2019-nCoV has spread to most countries in the world, it is necessary to make scientific and well-founded predictions of the current pandemic situation caused by the virus worldwide, which are conducive to public, social and government responses that mitigate and appropriately address the pandemic. We collected data from provinces with more than 200 cases in China and from eight other countries. Our analyses showed that the disease duration has no correlation with the number of patients, with r = 0.184. The number of deaths was not correlated to the disease duration, with r = 0.242. However, a positive correlation between the days of disease duration and infection rate, with a r = 0.626. Furthermore, there is a strong positive correlation between the disease duration and total death rate, with a r = 0.707. Using death rate of first 25 days, we obtained a positive relationship with a r value of 0.597. Based on the data from first 25 days, the minimum and maximum days of COVID-19 pandemic duration of eight countries was estimated between days of 37 and 114 days.