A factor can be imagined as one axis
of a multidimensional graph, ranging from -1 to 1, being the outer limits of a correlation
coefficient. Each axis (i.e. factor) determines a specific characteristic of the dataset.
The co-ordinates of variables along each axis represent the strength of relationship
between that variable and each factor