One of the places you can visit during your stay in Taipei is Shifen. The latter is an interesting place to visit because of the food, and historical and natural attractions.
Taipei wasn't really on my travel must-visit list, but cheap airfare and good word-of-mouth reviews from friends made me decide to finally visit this city.