Every summer I get to vent on my weather pet peeve - people who talk about "realtive humidity" when trying to describe just how humid it is where they are. Relative humidity doesn't give us any real clue how much moistue there is in the air, only how much there is relative to what the current air temperature can support in a gaseous state. Cooler air simply can't hold as much moisture and keep it in a gasous state as warmer air. Realtive humidity is important to farmers who want to know evaporative conditions and soil moisture, but it means nothing to runners.
You need to look at dewpoint to accurately describe the absolute humidity of the air. If the temperature is 60 and the dewpoint is 60, the relative humidity is 100%. I have run when the temperature was 0 and the dwewpoint was 0, that too is a "realtive humidity" of 100%, but it is extremely dry air. If the temperature is 100 and the dewpoint is 70, the realtive humidity is only in the 50% range or so, but that is way more humid air that either of the forementioned higher relative humidities.
A good rule of thumb:
Dewpoint 50-60 - a little humid
Dewpoint 60-70 - pretty humid
Dewpoint 70+ - oppressively humid.