As seen in Figure 6a, there is little difference in accuracy across sampling techniques: the location-based sample is slightly easier to geolocate at each usage bin, but the difference is not statistically significant.
for this reason, we bin users by the number of messages in our sample of their timeline, and report results separately for each bin.