CONTEXTUAL DEVELOPER RANKING

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for computing a contextual ranking for a developer. One of the methods includes computing a predicted violation value for each developer in a context group. An actual violation value is computed for each developer in the context group. A score for each developer in the context group is computed, wherein the score represents a distance between the actual violation value for the developer and the predicted violation value for the developer. A contextual ranking is generated of the plurality of developers in the context group based on the score for each developer in the context group.