The growing demand for authentic data in research has led to the release of several unique datasets. One such dataset is the Swedish Mobile Phone Number Dataset, containing extensive collection of mobile phone numbers from Sweden. This dataset can be leveraged for multiple purposes, including fraud detection. However, it is essential to consider