MIAMI -

Miami's palm trees and sandy beaches make for the perfect "selfie," and it seems many take advantage of the backdrop.

According to TIME magazine, which published a list of the "top 100 selfiest cities in the world," Miami ranked third, with 155 selfie-takers per 100,000 people.

New York City's Manhattan ranks second among selfie-takers, with 202 per 100,000 people.

Makati City in the Philippines is the "Selfie Capital of the World," with 258 selfie-takers.

TIME compiled the list using a database of more than 400,000 Instagram photos tagged "selfie" that included geographic coordinates.

"For every city in the world of at least 250,000 residents, we then counted the number of selfies taken within 5 miles and divided by the population of that city," TIME said of its methodology.

The magazine admits the methodology is far from perfect. Not everyone who takes a selfie tags it as one, not all photos tagged as “selfie” are selfies, and most do not include a location.

TIME says the selfie data is not being permanently stored on its servers, per Instagram's terms of service.

The Top Ten Selfiest Cities in the World

1. Makati City and Pasig, Philippines (258 selfie-takers per 100,000 people)
2. Manhattan, N.Y. (202 selfie-takers per 100,000 people)
3. Miami, Fla. | 155 selfie-takers per 100,000 people
4. Anaheim and Santa Ana, Calif. | 147 selfie-takers per 100,000 people
5. Petaling Jaya, Malaysia | 141 selfie-takers per 100,000 people
6. Tel Aviv, Israel | 139 selfie-takers per 100,000 people
7. Manchester, England | 114 selfie-takers per 100,000 people
8. Milan, Italy | 108 selfie-takers per 100,000 people
9. Cebu City, Philippines | 99 selfie-takers per 100,000 people
10. George Town, Malaysia | 95 selfie-takers per 100,000 people

Click here to see where other cities rank on the list.