Data analysis contributes to be the essential part of qualitative research. With proper and authentic analysis of data, it becomes thoroughly possible to introspect to the research subject and accumulate necessary information regarding it. The current subject of research revolves around highlighting the connection between social media and how it triggers feelings of loneliness and depression within human beings (McIlvennan et al. 2019). This paper revolves around highlighting two prominent data analysis strategy in qualitative research, which can be considered effective for analyzing range of data which has been gathered in this research process.