The increasing demand for real-world data in research has led to the availability of several unique datasets. One such dataset is the Swedish Mobile Phone Number Dataset, providing a vast collection of mobile phone numbers from Sweden. This dataset can be utilized for multiple purposes, including fraud detection. Despite this, it is important to