A dataset or data set is a collection of data. When this collection of data is presented in a table with different columns, it is a data base.
In that case, each line (or column) represents a unique variable and each column (or line) represents a characteristic of this variable.

The image below represents a dataset presented as a database from the survey software Ethnos :