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The prosperity of a country is highly dependent on its public health. Bangladesh is very keen to achieve a sustainable public health sector as a developing country. Bangladesh reached the goal of MDG (Millennium Development Goals) and pursued the goal of SDG (Sustainable Development Goals). Without sound public health, it is impossible to achieve SDG. So, Bangladesh is investing a good amount of money in the public health sector. As a part of this grand vision, this research has been conducted on the disease demography of Bangladesh. An interested pharmaceutical company collected prescription data from all administrative districts of Bangladesh, and weather and population data have been collected as a part of this work. An in-depth analysis of these data has been performed to discover insights into Bangladesh’s disease demography. Finally, a set of recommendations has been presented to assist the public health sector of Bangladesh.