There are certain ideas that must be clarified before anything else to have a better grasp of the topic. What are network data sets, and how do they differ from one another? What is real-world network data sets and how do they work and what exactly does they depend on? Also, other topics, such as network graphs, descriptions of networks, how they appear, and how they will be formed, are also discussed in detail. The introduction of the Scale-Free Network as one of the primary scenarios for modeling and analyzing the performance of the network was a significant step in the right direction and a description of small-world phenomenon to provide an approximate data from the massive network, such as social media. As a result, it has come to a conclusion on the possibilities and solutions for dealing with this kind of network and scenario, which basically are in massive size.