Use this calculator from VassarStats--a supremely, useful website for statistical computation created by Professor Emeritus of Psychology at Vassar College Richard Lowry--to determine the Spearman rank correlation coefficient (rs, ρ, or rρ) for any two sets of data:
http://vassarstats.net/corr_rank.html
The data can be ranked or unranked.