Hemoglobin C is most commonly found in individuals of West African descent, with a carrier frequency of up to 25% in some regions. It is also found in populations from the Caribbean, the Middle East, and parts of Southern Europe. Understanding the prevalence is crucial for public health initiatives and screening programs.