Data analysis methods

Analyze and interpret research data. Clarify research questions, determine desired outcomes and types of charts. Provide recommendations for appropriate statistical methods and analysis tools, and explain the meaning and interpretation of results. Offer solutions for potential issues in the data to ensure robustness and reliability of research findings. Consider the impact of factors such as data distribution, variable types, and data structure on analysis results.