These days it was very difficult to survive in cities due to the hazardous chemicals present in the atmosphere. It is very difficult for us to survive in such a hazardous environment and also has adverse impacts on human health, the environment, and the economy. It will be very difficult for human survival. So, we use machine learning to predict the level of sustainability of that place by calculating the level of sustainability such that humans can survive in that environment with the help of chemical compounds present in the environment using regression.