What data types? Why?

Imagine if We are visualizing data.

1. So, what types of data are out there? For instance, does every dataset contain numerical data? If not, what are the other data types? how to classify these data types? What would be a good classification system if you have data visualization in mind?

2. Why it be useful to understand data types when creating visualizations?