0 and 1 are two integers. They may represent binary digits or binary data but they need not.
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A binary digit, or bit.
Yes, they are considered bits (of data).
It's a noun. It means computer information. The synonyms are as follows: 0, 1, binary unit, and data.
Binary data refers to data that is represented using only two possible values, typically 0 and 1. This is the fundamental language of computers, where everything is ultimately represented in binary form. On the other hand, digital data is a broader term that encompasses any data that is stored or transmitted in discrete, non-continuous values. While binary data is a specific type of digital data, digital data can also include other numeral systems like decimal or hexadecimal.
Only 0 and 1 or, more in general, only 2 classes present in the data (often denoted by 0 and 1). For example: gender, dead/alive, event/no-event, succes/failure, ...