Due to the many factors which may change during data taking, an automated method for monitoring these variables was required by TWIST. The Quality of Data (QOD) program fills this need by looking for statistically significant changes in the incoming data, and reporting these changes to the user. TWIST is not the first experiment to make use of such a tool. Similar programs are an integral part of other high precision experiments such as Belle [#!belle!#].