In this article, I will evaluate the animal adoption speed from the Kaggle website. The effects of the physical characteristics of age, gender, breed, color, fur length, maturity size, health condition, whether the pets are being vaccinated, dewormed or sterilized and using machine learning tools to analyze associations between description and adoption speed.

The dataset organization’s overview indicates the original intent is to predict the adoption speed of a pet - how fast will a pet be adopted by applying the developed algorithm (PetFinder.my, 2019)?