This week Mastercard released its 2017 Global Destination Cities Index, which provides a ranking of the 132 most visited cities around the world.

Measured by the number of international overnight visitors, the study, now in its ninth year, predicts which countries will be the most visited in 2017.

From Mumbai to Miami, here are the 30 cities set to see the most visitors this year:

30. Johannesburg, South Africa — 4.8 million international visitors.

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29. Berlin, Germany — 5.1 million international visitors.

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28. Toronto, Canada — 5.3 million international visitors.

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Read more: 100 trips everyone should take in their lifetime, according to the world’s top travel experts

27. Mumbai, India — 5.35 million international visitors.

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26. Munich, Germany — 5.4 million international visitors.

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25. Madrid, Spain — 5.5 million international visitors.

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24. Dublin, Ireland — 5.59 million international visitors.

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23. Chennai, India — 5.7 million international visitors.

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22. Los Angeles, USA — 5.8 million international visitors.

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21. Miami, USA — 6 million international visitors.

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20. Prague, Czech Republic — 6.4 million international visitors.

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19. Vienna, Austria — 6.63 million international visitors.

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18. Shanghai, China — 6.65 million international visitors.

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17. Rome, Italy — 7.3 million international visitors.

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16. Taipei, Taiwan — 7.8 million international visitors.

Sunset shot of Taipei 101 with orange glowing sky in the background while the city lights up. ? copyright 2011 Sharleen Chao—Getty Images

15. Osaka, Japan — 7.9 million international visitors.

Chinnaphong Mungsiri—Getty Images

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14. Milan, Italy — 8.4 million international visitors.

Stefano Oppo—Getty Images

13. Amsterdam, Netherlands — 8.7 million international visitors.

Herengracht Canal, Amsterdam, Netherlands. Greg Gibb Photography—Getty Images

12. Barcelona, Spain — 8.9 million international visitors.

www.matteorinaldi.it—Getty Images

11. Istanbul, Turkey — 9.24 million international visitors.

Tanatat pongphibool ,thailand—Getty Images

10. Hong Kong — 9.25 million international visitors.

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9. Kuala Lumpur, Malaysia — 12.1 million international visitors.

The Petronas Twin Towers on February 12, 2014, in Kuala Lumpur, Malaysia are the world's tallest twin tower. The skyscraper height is 451.9m Ratnakorn Piyasirisorost—Getty Images

8. New York, USA — 12.4 million international visitors.

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7. Seoul, South Korea — 12.44 million international visitors.

Colorful neon reflections of wet Seoul street taken at night at rain in Korea, Asia. Alex Barlow—Getty Images

6. Tokyo, Japan — 12.5 million international visitors.

Stanley Chen Xi, landscape and architecture photographer—Getty Images

5. Singapore — 13.45 million international visitors.

Gardens By The Bay Singapore. wsboon images—Getty Images

4. Dubai, UAE — 16 million international visitors.

Francois Nel—Getty Images

Read more: The 30 most fun cities in America

3. Paris, France — 16.1 million international visitors.

James Farley—Getty Images

2. London, UK — 20 million international visitors.

Thames river, Big Ben and the House of Parliament. Victor Cardoner—Getty Images

1. Bangkok, Thailand — 20.2 million international visitors.

Thailand, Bangkok, China town during Chinese New Year, busy night market, crowds of people shopping. Martin Puddy—Getty Images

This article originally appeared on BusinessInsider.com

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