The incidence of Covid-2019 has disrupted the normal functioning of the globe and impacted several lives and economies. In this work, we discuss the relationship between various parameters such as weather pattern, population density, and median age, along with the implementations of lockdown. Random distribution on the number of cases was observed concerning the sample of countries in the middle east, and each has a different number of spikes in the cases. However, other factors have a particular influence on the spread of COVID19 and mortality. Notably, the impact of lockdown in the most populous countries has a marginal decrease in cases. However, personal hygiene, social distancing, and masks genuinely contributed to the containment