Aspect-based classification of vaccine misinformation: a spatiotemporal analysis using Twitter chatter.

Twitter is a rich source of insight on the progression of vaccine misinformation among the public. Machine Learning models, such as LightGBM, are efficient for multi-class classification and proved reliable in classifying vaccine misinformation aspects even with limited samples in social media datasets.