Python Interpret the Results: Strength: Consider the absolute value of the correlation coefficient (r): 0.0-0.2: Weak correlation (little to no relationship) 0.2-0.4: Moderate correlation (some relationship) 0.4-0.6: Strong correlation (clear relationship) 0.6-0.8: Very strong correlation (very strong relationship) 0.8-1.0: Nearly perfect correlation (almost identical) Direction: The sign of the correlation coefficient (+/-) indicates the direction of the relationship: Positive: Higher SWLS_pre is associated with lower Fear_pre (better life satisfaction with less fear/avoidance). Negative: Higher SWLS_pre is associated with higher Fear_pre (better life satisfaction with more fear/avoidance). Significance: The p-value indicates whether the observed correlation is statistically significant (not likely due to chance). p < 0.05: Statistically significant correlation. report the mean difference in Fear_pre score between the groups (noting which group is higher/lower), and the results of the statistical test (in APA style), including a stat block and effect size