翻译经过了t检验分析我们发现美国无显著的地域与价格关系而加勒比海和欧洲的地域关系比较强。而随后的SHAP方法我们不仅验证了上面的结论

，还发现了一些新的洞见。

After conducting t-test analysis, we found that there was no significant relationship between regions and prices in the United States, while the Caribbean and Europe had a stronger regional relationship. Furthermore, using the SHAP method, we not only verified the above conclusion but also discovered some new insights.