Misleading visualizations are graphical representations of data that are designed or unintentionally structured in a way that distorts the information they convey, often leading to incorrect interpretations or conclusions. They can manipulate perception through techniques like scaling axes improperly, omitting data, or using inappropriate chart types, which can significantly impact decision-making and public opinion.