In the healthcare sector, especially in nursing, data preprocessing is essential for ensuring the accuracy and reliability of patient information. Clean and well-processed data lead to better patient care, more accurate diagnosis, and efficient treatment plans. It reduces the chances of errors and helps in maintaining a high standard of clinical care.