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Learn the meaning of attribute as a noun and a verb, with synonyms, collocations and usage examples. Find out how to pronounce attribute and translate it into different languages. Attribute vs. Characteristic What's the Difference? Attributes and characteristics are often used interchangeably, but there is a subtle difference between the two terms. Attributes refer to specific qualities or features that are inherent to an object or individual, such as color, size, or shape. On the other hand, characteristics are more general traits or qualities that define an object or individual, such as personality, behavior, or values. While attributes are more tangible and ... In this article, we are going to discuss attributes and their various types in data analytics. We will also cover attribute types with the help of examples for better understanding. So let's discuss them one by one. What are Attributes ? Attributes are qualities or characteristics that describe an object, individual, or phenomenon. Attributes can be categorical, representing distinct categories or classes, such as colors, types, or labels. Some attributes are quantitative, taking on numerical ... Attribute, ascribe, impute imply definite origin. Attribute and ascribe are often used interchangeably, to imply that something originates with a definite person or from a definite cause.