Several parties throughout the world are democratizing their internal processes. The most notable tools for achieving this aim are the primary elections through which electoral candidates and party leaders are selected. This article seek to analyze these “selections” by using survey data relating to primary elections held in October 2011 by the French Socialist Party. In particular, we make use of survey data to describe extensively some social and political characteristics of the voters and to connect them with the electoral performances of the candidates.