While data manipulation offers numerous benefits, it also comes with challenges:
Data Quality: Ensuring data accuracy and completeness can be difficult. Data Privacy: Complying with regulations like GDPR and CCPA when handling customer data. Technical Skills: Effective data manipulation often requires advanced technical skills and knowledge. Integration: Combining data from various sources can be complex and time-consuming.