The growing demand for real-world data in development has led to the release of several unique datasets. One such dataset is the Swedish Mobile Phone Number Dataset, offering significant collection of mobile phone numbers from Sweden. This dataset can be leveraged for diverse purposes, including fraud detection. Nevertheless, it is essential to