While the demand for Arabic classes and Arabic language teacher preparation programmes has increased, there is a notable gap in the field of linguistic research on learning Arabic as a second language. This work presents a data-driven and systematic analysis of Arabic language acquisition. It explores a range of structures and acquisition issues.