Our dataset centers on one country, Oman, a country nestled on the southeastern coast of the Arabian Peninsula. Oman emerges as uniquely engaging, embodying a blend of time-tested traditions and burgeoning development, setting it apart from its contemporaneous rivals. Oman's rich history embraces influences from Arab, Persian, Indian, African, and even Portuguese cultures due to its significant role in maritime trade routes, providing it unique cultural richness and diversity.