Here's why:
* Prepositions show the relationship between a noun or pronoun and other words in the sentence. In this case, "around" shows the direction of the walking.
* Prepositions are often followed by a noun or pronoun. Here, "around" is followed by the implied object of the walking (the area being walked around).
Let me know if you'd like to explore other parts of speech!