This data set is about work and talk activities (time series) of hundreds of developers in 31 Open Source Software (OSS) projects collected from Apache Software Foundation on March 24th, 2012. The data set can be used to analyze the human online behaviors and the evolution patterns of social and collaboration networks between developers.