Mining data from 35 million Flickr photos, scientists at Cornell University made some surprising discoveries: Not only did the world's most photographed cities (and the most captured landmark in each) emerge, but also so did the most common angles for shooting each place. So what do the results say about us as travelers? The findings suggest that through our cameras, we "vote" for our favorite places, things, and the best representation of them—and, by and large, we agree. We reached out to the researchers to see if the results had changed since the study was released in April 2009, and they crunched the numbers for us again—with a few exceptions (the Lincoln Memorial, for example, has replaced the Washington Monument as most photographed place in D.C.) not much had changed.

But how can you photograph world wonders in a way that makes something special out of the overly familiar? In our slide show, we showcase the most commonly shot landmarks from the top 25 cities—first showing you its classic angle and then offering fresh alternatives, with tips from our photo editors on how to put your own unique spin on these iconic destinations. Consider this your photographer's guide to the Flickr Wonders of the World.

10: Amsterdam

Landmark: Dam Square

Created in the 13th century as a dam around the Amstel River, this expansive plaza is now flooded with street performers and tourists (and pigeons). It's hard to capture the frenzied feeling in a wide shot.

9: Rome

Landmark: Colosseum

This ancient site is filled with the ghosts of dueling gladiators, tormented prisoners, and slaughtered animals, contained, centuries after the fact, within a stunning framework of Corinthian, Doric, and Ionic columns. It's a gorgeous dichotomy indeed, and it's hard to not want to capture it all.

8: Seattle

Landmark: Space Needle

What began as the symbol of the World's Fair in 1962 has now become the symbol of this supercool city. The 360-degree view from the top is expansive, taking in sights from the Puget Sound to Mount Rainier.

7: Washington, D.C.

Landmark: Lincoln Memorial

This marble memorial to the 16th president—featuring Ionic columns, oil-paint murals, and a 120-ton statue

6: Chicago

Landmark: Cloud Gate sculpture

Anish Kapoor's 110-ton bean of stainless steel is the shiny centerpiece of Millennium Park's AT&T Plaza and makes for a striking photo in just about any composition.

5: Paris

Landmark: Eiffel Tower

Gustave Eiffel's 1889 masterpiece, constructed in celebration of the French Revolution's 100th anniversary, is magnificent at any angle; but why choose one that you can easily find on a postcard?

4.San Francisco

Landmark: Union Square

The main downtown plaza—used as a rallying site to support troops during the Civil War—is now a mecca for hardcore shopping and people-watching. It's also a great place to hop aboard a cable car.
  3: Los Angeles
Landmark: Hollywood Walk of Fame

Begun in 1960 as a Hollywood marketing tool (with filmmaker Stanley Kramer the first honoree), the series of coral-colored stars was at 2,441 in May 2011 and continues to grow.

2: London

Landmark: Trafalgar Square

John Nash designed and developed this former palace courtyard into a public space in the early 1800s; it has since been further transformed with sculptures, fountains, and staircases, and has become a local hotspot for protests—all worthy subjects for your lens.
1.Landmark: Empire State Building

Built in one year and 45 days in the midst of the Great Depression, this iconic skyscraper draws about 3.5 million visitors a year to its observatories. On a clear day, you can see as far as Massachusetts, but backward glances at the soaring architecture are pretty seductive, too.