Data gathering, reviewing, and analyzation is a very important step in an effective evaluation or assessment process. The outcome as well as any subsequent suggestions are based on the data and review provided during the initial process. Guerra-Lopez (2008) emphasized that the success of an evaluation process is contingent upon five particular aspects about data and data sources: 1) data relevance, 2) data collection, 3) evaluating data, 4) data reporting, and 5) avoiding data errors. These five