0.9 < r < 0.99 indicates (very) strong/almost exact positive correlation
0.7 < r < 0.9 indicates strong positive correlation
0.3 < r < 0.7 indicates moderate/some positive correlation
0.1 < r < 0.3 indicates (very) weak/almost no (positive) correlation
0.0 < r < 0.1 indicates no (positive) correlation
Similar guidelines apply for negative values.
this is what aqa said in the examiner report for 2015 paper