Mathematics and statistics are increasingly being used to analyze and make sense of large amounts of data. However, there are also risks to over relying on numbers and quantitative analysis without also considering qualitative factors. Overall quantitative analysis should be used as a tool to help inform decisions, but not replace human judgment, common sense, ethics and other important qualitative considerations.