To correct for cities that always perform poorly, we can measure each city's fraction of its maximum GFT correlation at the 1% sampling level rather than measuring its GFT correlation at the 1% sampling level directly.
we compare the tweet count to corr 0.01 /corr 1.0 , where corr s is the Pearson correlation between Twitter and GFT at the s sampling level.