Data analysis in qualitative research consists of preparing and organizing the data (i.e., text data as in transcripts, or image data as in photographs) for analysis; then reducing the data into themes through a process of coding and condensing the codes;

Mastering data representation in qualitative research is crucial for understanding complex human behaviors and experiences. While qualitative data visualization can seem intimidating, it fundamentally enriches the data analysis process.

Mixed methods research involves both collecting and analyzing quantitative and qualitative data. Quantitative data includes closed-ended information such as that found on...

To support the transparency and reproducibility of qualitative research, researchers are exploring the use of data visualization techniques to communicate results, the use of digital tools to manage and organize qualitative data, and the development of standardized methods for data analysis and reporting.

considering the underutilization of visual displays in qualitative research (Onwuegbuzie & Dickinson, 2008), the goal of this review was to explore the frequency of use, patterns, purposes, and preferred selected types of data display. We also reviewed the use or nonuse of qualitative data analysis software.