Building a Knowledge Graph

This chapter will extend your knowledge further and introduce knowledge graphs. While learning what a knowledge graph is, you will also get hands-on practice with cleaning data in preparation for ingesting into a graph. This will teach you about the hidden side of data science and graph modeling, in which you spend much of your time cleaning data and getting it ready to commence modeling.

Moreover, we will teach you the best methods of ingesting your data into a graph. After that, you will be ready to analyze your knowledge graph, which will be further extended by finding communities in your knowledge graph, with a technique known as community detection.

Community detection is commonly used to discover groups or clusters of similar items in your network. These methods can be utilized, for example, to find influential groups posting about a certain narrative on social media, or in the example we are going to utilize, to look for similar literature when...