Sampled Term Frequency vs. Global Term Frequency

I'm just trying to compare my sampled population of artists (actually 1000 artists) to the global population, analyzing the "randomness" of the sample to evaluate how representative statistical trends within the sample are of the larger artists population. This seemed like a good way to do that.