As the demand for lifelong learning increases, many working adults have turned to online graduate education in order update their skillsets and pursue advanced credentials. Simultaneously, volume of data available educators scholars interested continues rise. This study seeks extend analytics applications typically oriented toward understanding student interaction with course content, instructo...