Improving data quality and quantity in cancer research requires a multi-faceted approach. Standardizing data collection methods and protocols can help improve consistency. Investing in technology and infrastructure can enhance both the quality and quantity of data. Collaboration among researchers, healthcare providers, and patients is also crucial. Policies and regulations must be in place to address ethical and privacy concerns while promoting data sharing.