Efficiency in Data Annotation

Initial attempts at annotating all attributes together proved inefficient due to the cognitive load of focusing on 30 different decisions simultaneously. Switching to labeling one attribute at a time, although initially seeming like more work, turned out to be over 10 times faster because it reduced the cognitive load on the annotator. This example highlights the importance of structuring data annotation tasks efficiently and creatively to enhance productivity.