Exploratory analysis serves several important functions:
Data Quality Assessment: It allows researchers to check for errors, missing values, and inconsistencies in the data. Pattern Identification: Researchers can uncover relationships and trends that might not be immediately obvious. Hypothesis Generation: Insights gained during exploratory analysis can help in formulating new hypotheses for further study. Resource Optimization: By identifying key variables and patterns early, researchers can focus their efforts and resources more efficiently in subsequent phases of research.
