Over last couple of years much interests have been observed in the field of Networks from different disciplines of the scientific community. This talk will start with a general review of the network studies, especially small-world and scale-free networks. Later studies on Euclidean networks, Railway networks and Diffusion limited friendship networks will be discussed.