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Data analysis can be divided into quantitative and qualitative categories. Quantitative analysis involves measuring data, like body temperature when a person has a fever. Qualitative analysis focuses on understanding the cause of the illness through symptoms like nausea and stomach pain. Both types of analysis are important in treating patients and also apply to credit analysis.