Qualitative data in nursing involves collecting and analyzing non-numerical information to understand patient experiences, behaviors, and interactions. This data is often gathered through methods such as interviews, focus groups, and observations. It helps in capturing the complexities of patient care, providing insights into the emotional, social, and psychological aspects of health and illness.