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Answers above may have explained it well. But as an addition: x, y, z over there are not coordinates of some point, they are stating the axis of rotation. A quaternion := (x, y, z, w), in which (x, y, z) is scaled with sin(theta/2), and w := cos(theta/2), in which theta is the angle of rotation.

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