Sample purity is essential because contaminants can significantly affect the nanomaterial's properties and behavior. Impurities can lead to incorrect interpretations, reduced performance, and even failure in applications. High-purity samples are critical for ensuring that the observed phenomena are solely due to the intended nanomaterial.