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Frame of reference
where θ is the measure of the angle between a and b (see trigonometric function for an explanation of cosine).
Geometrically, this means that a and b are drawn with a common start point and then the length of a is multiplied with the length of that component of b that points in the same direction as a.
The dot product can also be defined as the sum of the products of the components of each vector as