Despite its benefits, data analysis in business can face several challenges: - Data Quality: Ensuring the accuracy and completeness of data is critical for reliable analysis. - Data Integration: Combining data from disparate sources can be complex and time-consuming. - Privacy and Security: Protecting sensitive information while complying with data protection regulations is essential. - Skilled Personnel: Finding and retaining skilled data analysts and data scientists can be difficult.