Define Criteria: Establish the criteria for filtering based on the research question. This can include specific age groups, geographical regions, or time periods. Data Cleaning: Remove incomplete, duplicate, or inconsistent data entries to improve the overall quality of the dataset. Apply Filters: Use statistical software to apply the defined criteria and isolate the relevant data points. Validation: Verify the filtered data to ensure it meets the predefined criteria and is suitable for analysis.