Researchers must clearly distinguish between planned and exploratory analyses in their reports to avoid misleading conclusions. Conducting multiple unplanned exploratory analyses increases the probability of finding patterns that occur purely by chance, raising the risk of a Type $1$ error. Consequently, exploratory findings must be treated with caution and replicated in subsequent studies; however, if unexpected interesting relationships are found, researchers should explicitly explain in their report that they might be worthy of additional research.