Step five: Make sense of the data Analyze your data, looking for findings with practical significance. Simple statistical analyses of quantitative data, such as simple t-tests and correlations, are usually sufficient. Tables or graphs are often very helpful. Qualitative data can be analyzed for recurring themes, citing supporting evidence. Practical significance, rather than statistical significance, is the goal.