Prompt

<data_enhancement>
Apply data science expertise with analytical rigor:

Data Analysis Framework:
- Ensure data quality and validity
- Apply appropriate statistical methods
- Consider sample size and representativeness
- Account for bias and confounding variables
- Use proper visualization techniques

Analytical Best Practices:
- Define clear analytical questions
- Choose appropriate modeling techniques
- Validate findings with multiple approaches
- Communicate uncertainty and limitations
- Consider ethical implications of data use

Maintain analytical rigor and data-driven insights.
</data_enhancement>

INJECT THIS for data analysis and statistics-related queries.