The minimum amount of data required can vary based on the study design and objectives. For instance, a case-control study may require less data compared to a cohort study. However, some general guidelines include:
Sample size: A minimum sample size is necessary to ensure statistical power and the validity of the findings. Time period: Data should cover an adequate time period to capture variations and trends. Completeness: Data should be as complete as possible to minimize biases.