Qualitative data analysis reveals a unique challenge: extracting meaningful insights from non-numerical information. Unlike quantitative analysis, which focuses on metrics, qualitative research delves into the interpretive world of human experiences, beliefs, and motivations. This involves a thoughtful and structured approach to interpret the data