Data analysis in qualitative research involves identifying patterns, themes, and meanings within the collected data. Techniques such as thematic analysis, content analysis, and grounded theory are commonly used. Thematic analysis involves coding the data to identify recurring themes, while content analysis quantifies the presence of certain words or concepts. Grounded theory seeks to develop theories grounded in the data itself.