The challenge of being a business analyst versus a data analyst varies by individual. Data analysts, earning between $64,228 and $80,453, focus on data manipulation, while business analysts, with salaries ranging from $64,228 to $80,453, excel in communication and problem-solving. It ultimately depends on personal strengths and interests.