An 'attribute' is a distinctive feature or characteristic inherentexisting in something as a permanent and inseparable element in a person, object, idea, or process. It specifies an aspecta specific part or feature or condition to understand it better. In Data Science, attribute could also mean a specification of a variable or feature of a dataset.