These papers draw similar conclusions, showing that the the distribution of geotagged tweets over the US population is not random, and that higher usage is correlated with urban areas, high income, more ethnic minorities, and more young people.
this prior work did not consider the biases introduced by relying on geotagged messages, nor the consequences for geo-linguistic analysis.