Bit
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A bit is the rudimentary unit used in digital electronics. A bit is a binary (or base 2) amount which can either be assigned a value of 1 or 0. Typically in a computer bits are not addressed directly, rather they are grouped into 8 bit units called bytes.
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Theory
Any variable which has N distinct values can be represented by log2(N) bits.
