Technically speaking, A visualization can include everything from features and bar plots to interactive network graphs and geodata plots. The possibilities are almost endless.
Obviously, the plots you choose and have the opportunity to use depend on the data you have available, which must first be reviewed. Often, what you will be able to do with a visualization of the data will also depend on the type of visualization you use, so it is critical to decide what you want before you begin.