In Brief,
Superposition is essentially when a qubit is in a state somewhere in between 0 and 1 that then becomes either 0 or 1 when observed. A very common example is one of a spinning coin. When you flip a coin, there is a mixture of heads and tails (like a qubit being in the states of 0 and 1) but when it stops, it is either heads or tails (this is what happens when we observe the qubit to get the result of our calculation).
Calculations can be performed while the qubit is in a superposition, which is what makes quantum computers so powerful.
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