Qualitative data is non-numerical information that describes characteristics or attributes. It is often collected through methods such as interviews, observations, and open-ended surveys, and is used to understand the underlying reasons, opinions, and motivations behind a particular phenomenon. The data is usually in the form of words, images, or videos. The analysis of qualitative data is often focused on identifying themes and patterns, rather than quantifying results.