People choose certain breeds of animals or pets based on a variety of factors such as temperament, size, energy level, hypoallergenic qualities, and specific characteristics that align with their lifestyle and preferences. Some people may also choose certain breeds for their intelligence, trainability, or suitability for specific roles such as working dogs or therapy animals. Ultimately, the decision to choose a particular breed often comes down to individual preferences and needs.