One of the biggest hurdles to qualifying an initiative for the ballot is gathering the required number of signatures. Yet little is known about these signatures' representativeness or demographic origin. Using data from eight recent California initiatives, we study the distribution of signatures across counties. We ten conduct regression analysis to study how characteristics of counties relate to the number of signatures gathered there.