• r>0 indicates a positive association between the variables -- the closer r gets to 1 the stronger this association is
  • r<0 indicates a negative association between the variables – the closer r gets to –1, the stronger this association is
  • r=-1 and r=1 only happen when the points in the scatterplot lie EXACTLY along a straight line r=0 indicates a weak linear association