Current Quality of Life Index

These data are updated continuously. For historical indices, published periodically, please visit Quality of Life Index 2023.

Quality of Life Map
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Rank
City
Quality of Life Index
Purchasing Power Index
Safety Index
Health Care Index
Cost of Living Index
Property Price to Income Ratio
Traffic Commute Time Index
Pollution Index
Climate Index
The Hague (Den Haag), Netherlands 217.9 132.2 78.6 80.0 64.5 5.7 22.9 19.2 90.6
Eindhoven, Netherlands 208.0 122.0 77.2 77.6 69.5 5.7 24.4 21.2 85.4
Vienna, Austria 203.2 120.0 73.3 79.2 62.7 10.9 24.4 16.5 81.8
Luxembourg, Luxembourg 200.1 127.3 72.8 78.4 76.4 11.8 27.8 19.2 82.6
Rotterdam, Netherlands 198.0 115.4 68.1 79.5 68.5 5.5 25.3 27.4 87.9
Helsinki, Finland 193.5 107.2 75.2 79.1 71.3 9.6 27.9 13.3 62.8
Zurich, Switzerland 192.3 123.9 80.6 73.1 125.3 12.1 33.5 18.9 81.5
Reykjavik, Iceland 190.6 95.4 76.1 67.9 85.4 7.4 20.5 14.3 68.8
Copenhagen, Denmark 189.7 98.9 73.7 77.7 83.6 9.0 28.5 21.2 83.7
Amsterdam, Netherlands 189.5 112.1 68.5 73.5 68.1 9.8 26.0 27.7 87.5
Edinburgh, United Kingdom 183.5 95.2 69.1 78.8 62.6 8.8 29.7 28.1 84.0
Geneva, Switzerland 183.0 114.5 70.5 72.2 108.5 12.9 27.7 25.5 82.6
Cambridge, United Kingdom 182.1 104.1 71.2 75.9 70.1 10.3 34.3 32.2 91.4
Munich, Germany 182.1 105.3 81.2 76.8 74.8 16.0 32.9 25.1 76.0
Stuttgart, Germany 181.0 131.0 68.3 72.7 65.0 9.8 32.7 43.5 81.1
Gothenburg, Sweden 180.4 104.3 53.5 68.5 62.7 8.8 25.3 20.2 77.5
Dusseldorf, Germany 180.4 111.4 65.4 73.1 70.1 10.3 30.8 33.4 86.4
Valencia, Spain 180.2 79.2 68.6 79.8 50.9 6.4 24.8 37.6 93.8
Frankfurt, Germany 179.6 117.0 55.4 76.8 70.6 11.2 25.7 34.1 84.7
Oslo, Norway 179.4 105.4 66.7 78.8 87.2 10.0 28.5 21.9 60.0
Glasgow, United Kingdom 179.3 110.6 54.4 81.8 64.5 6.7 32.1 35.8 84.8
Hamburg, Germany 179.1 112.9 57.9 75.6 72.0 10.4 32.7 28.4 82.8
Orlando, FL, United States 178.6 132.1 49.2 63.5 72.1 4.1 36.6 35.6 87.2
Tampa, FL, United States 178.3 125.3 53.7 66.4 75.2 4.2 37.6 34.3 84.7
Jacksonville, FL, United States 178.3 141.2 42.9 69.2 67.9 4.3 36.1 41.2 87.8
Columbus, OH, United States 178.1 128.1 52.0 68.4 72.9 6.7 29.4 32.3 71.3
Muscat, Oman 178.0 87.8 80.1 59.4 49.4 4.4 20.5 35.5 67.2
San Antonio, TX, United States 178.0 143.0 50.3 67.4 67.4 4.2 32.4 46.5 80.6
Austin, TX, United States 177.9 130.3 59.4 67.6 73.9 6.1 35.2 40.8 82.1
Abu Dhabi, United Arab Emirates 177.7 116.2 88.4 71.3 56.7 5.2 29.0 46.1 43.9
Raleigh, NC, United States 177.6 111.9 61.2 67.7 80.3 6.4 35.7 30.8 83.9
Dallas, TX, United States 177.6 140.4 48.8 66.2 77.4 2.8 35.6 42.6 81.9
Madison, WI, United States 177.2 100.1 65.8 76.3 72.0 7.3 26.7 23.4 51.6
Minneapolis, MN, United States 177.0 137.2 44.7 78.3 75.0 4.8 35.9 26.7 49.5
Seattle, WA, United States 176.9 127.7 46.7 71.8 93.0 5.4 42.7 31.3 91.7
Dubai, United Arab Emirates 176.9 131.2 83.6 68.4 65.2 3.6 37.0 49.3 50.3
Indianapolis, IN, United States 176.4 138.2 41.4 73.6 75.0 1.9 29.5 42.2 69.9
San Diego, CA, United States 176.3 119.2 59.8 69.0 83.0 8.5 35.5 40.0 97.1
Charlotte, NC, United States 176.2 115.1 53.4 69.5 80.1 3.8 36.8 33.3 84.0
San Jose, CA, United States 176.1 146.1 52.3 70.4 84.7 8.1 38.5 49.0 95.5
Portland, OR, United States 176.0 116.3 44.9 72.6 83.6 5.0 33.5 32.6 89.6
Ottawa, Canada 175.9 105.2 71.3 72.2 70.6 7.5 31.8 22.6 44.5
Brisbane, Australia 175.6 96.8 64.5 75.2 88.7 10.6 41.1 27.2 98.1
Oklahoma City, OK, United States 175.5 98.4 49.3 69.6 72.6 3.8 27.5 26.0 77.6
Adelaide, Australia 175.3 78.0 68.3 73.8 96.6 8.2 33.8 24.7 95.0
Buffalo, NY, United States 175.2 111.0 53.1 73.0 78.2 6.4 25.4 30.2 66.4
Albuquerque, NM, United States 175.1 156.0 28.2 62.8 70.2 4.1 29.2 34.8 67.1
Cincinnati, OH, United States 175.0 119.9 51.9 68.8 63.6 2.6 24.7 44.1 73.2
Sydney, Australia 174.9 105.7 66.0 76.2 85.1 13.4 44.2 28.8 97.1
Perth, Australia 174.8 99.1 58.3 71.6 85.6 7.9 40.5 26.8 95.7
Victoria, Canada 174.8 88.4 59.8 66.6 78.0 12.5 31.5 17.9 92.5
Melbourne, Australia 174.8 104.4 56.0 74.1 84.7 9.1 41.4 26.7 94.3
Calgary, Canada 174.7 114.4 63.2 74.6 73.7 4.9 30.4 24.1 33.1
Kansas City, MO, United States 174.3 121.4 41.9 72.7 70.5 4.5 29.9 34.1 75.1
Canberra, Australia 174.2 77.0 74.3 73.4 96.1 9.1 33.9 22.6 82.7
Pittsburgh, PA, United States 174.0 124.5 62.2 75.6 76.0 3.7 38.1 46.3 72.1
Spokane, WA, United States 173.4 105.9 43.8 64.7 73.2 4.1 23.7 23.7 67.1
Halifax, Canada 172.8 98.2 58.7 67.7 68.8 5.0 30.6 23.2 59.0
Milwaukee, WI, United States 172.5 153.1 32.6 65.2 71.1 5.8 32.5 33.5 61.0
Vancouver, Canada 172.3 94.9 60.2 73.7 72.1 13.1 36.4 25.5 91.2
Sacramento, CA, United States 172.3 121.2 50.6 68.4 84.8 6.1 27.0 46.5 90.6
Wellington, New Zealand 171.7 74.5 67.6 66.9 80.4 13.3 34.5 19.0 97.7
Nashville, TN, United States 171.3 115.0 53.7 64.9 80.4 3.9 39.0 35.7 83.0
Regina, Canada 171.1 150.8 47.5 65.8 62.7 2.6 17.0 40.0 14.3
Auckland, New Zealand 170.8 98.8 51.7 71.9 80.3 11.0 36.9 28.8 99.9
Baltimore, MD, United States 170.6 144.9 24.4 77.3 74.7 1.0 31.2 50.4 81.2
Quebec City, Canada 170.5 103.2 83.8 70.2 70.5 9.9 32.6 35.3 48.0
Houston, TX, United States 169.8 155.1 36.1 71.9 70.0 2.3 41.9 56.1 85.5
Denver, CO, United States 169.7 136.2 55.0 69.5 81.7 3.6 36.0 43.6 56.3
Boston, MA, United States 169.6 113.1 60.7 74.5 85.5 8.1 45.0 30.9 71.7
Tallinn, Estonia 169.5 64.1 75.9 73.3 60.5 11.7 26.3 20.8 64.3
Belfast, United Kingdom 169.2 87.9 54.6 70.3 63.2 7.5 39.1 27.4 90.8
Anchorage, AK, United States 169.1 116.8 38.1 61.2 85.7 2.6 26.8 15.7 41.6
Salt Lake City, UT, United States 168.9 137.0 66.5 71.2 65.6 3.6 35.1 63.2 66.5
Cork, Ireland 168.8 87.9 64.6 53.4 72.0 5.9 35.4 28.7 89.8
Leeds, United Kingdom 168.4 104.7 57.2 81.8 65.0 11.3 29.9 45.3 84.6
Atlanta, GA, United States 168.3 134.0 36.3 69.6 74.1 3.1 41.7 44.8 89.7
Split, Croatia 167.8 57.7 68.3 69.5 47.8 15.5 16.1 31.5 96.3
Edmonton, Canada 167.3 109.5 54.0 77.7 70.9 3.3 29.1 30.5 32.1
Kelowna, Canada 167.0 105.0 38.3 74.9 65.0 5.6 29.6 25.6 59.7
Mississauga, Canada 166.5 104.0 57.3 69.8 65.4 9.8 37.9 24.0 58.7
Ljubljana, Slovenia 166.4 62.3 78.3 66.0 56.1 14.6 27.3 23.4 76.1
Washington, DC, United States 166.0 129.3 39.8 69.9 83.2 5.5 40.5 40.2 81.6
Tokyo, Japan 165.4 91.2 75.8 79.9 74.5 12.4 41.6 43.0 85.3
Bristol, United Kingdom 164.4 95.2 58.3 74.4 66.8 10.2 30.2 45.0 88.5
Rijeka, Croatia 164.2 53.3 74.3 64.6 47.1 13.8 18.9 35.6 94.9
Kaunas, Lithuania 164.0 61.4 62.3 74.8 50.6 10.1 23.7 26.3 68.9
Vilnius, Lithuania 163.8 60.7 72.0 74.0 52.6 13.6 27.5 23.5 66.6
Stockholm, Sweden 163.3 95.1 53.8 66.2 72.0 14.3 35.2 18.4 69.7
Berlin, Germany 162.3 101.3 56.6 68.1 70.9 11.3 34.1 39.1 83.3
Cologne, Germany 162.0 93.0 58.2 73.6 66.8 10.6 36.2 39.9 84.8
Phoenix, AZ, United States 161.9 145.1 46.4 66.6 74.5 2.4 32.6 56.6 53.8
Qingdao, Shandong, China 161.8 81.3 89.1 77.5 32.5 18.9 27.9 50.5 70.4
Madrid, Spain 161.5 86.2 70.1 79.9 56.4 11.2 35.1 51.1 85.5
Prague, Czech Republic 160.8 73.0 75.4 74.7 56.7 19.0 31.9 33.4 80.7
Doha, Qatar 160.2 107.5 85.6 73.8 58.8 6.5 29.8 59.8 36.0
Porto, Portugal 159.2 50.7 64.8 75.9 49.3 13.3 29.5 34.5 96.6
Montreal, Canada 159.1 100.2 68.3 63.2 66.4 8.6 40.1 33.9 52.4
Brno, Czech Republic 158.6 72.4 73.9 74.3 50.3 16.4 26.1 42.8 78.2
Birmingham, United Kingdom 156.9 110.6 37.3 72.3 60.2 9.3 33.2 48.2 87.7
Philadelphia, PA, United States 156.4 132.9 34.8 68.8 79.7 3.9 40.1 53.8 78.0
Antwerp, Belgium 156.3 90.8 59.9 81.0 71.1 6.1 37.8 58.1 85.4
Zagreb, Croatia 156.0 56.9 77.7 63.7 53.4 14.6 32.0 33.8 82.2
Singapore, Singapore 154.9 97.4 70.6 71.0 86.7 15.3 41.6 33.2 57.5
Miami, FL, United States 154.7 96.1 47.1 63.7 81.3 5.3 43.1 39.4 85.7
Honolulu, HI, United States 154.3 80.5 52.4 72.5 102.3 9.2 41.3 37.3 95.3
Manchester, United Kingdom 153.7 98.8 44.8 79.1 64.7 7.1 39.9 52.9 86.9
Timisoara, Romania 153.6 58.6 75.7 71.9 37.3 10.7 23.8 56.2 82.0
Chicago, IL, United States 153.2 132.2 34.0 64.8 79.5 3.2 41.6 49.0 66.1
Oakland, CA, United States 153.0 91.6 32.6 78.7 93.1 9.2 37.7 39.2 96.4
Tel Aviv-Yafo, Israel 152.7 84.5 73.1 74.4 82.2 20.6 36.7 47.2 93.9
Las Vegas, NV, United States 152.3 121.1 44.4 55.0 73.1 3.6 27.1 52.5 57.4
Lyon, France 152.2 94.1 46.7 78.3 76.4 9.4 35.9 52.0 88.5
Riyadh, Saudi Arabia 151.8 103.0 73.3 64.7 53.4 3.3 31.3 63.7 44.4
Taipei, Taiwan (China) 149.9 78.3 85.0 86.4 59.7 30.3 34.7 49.5 84.4
Jeddah (Jiddah), Saudi Arabia 149.5 91.0 71.9 59.6 52.2 3.3 30.6 67.3 66.2
Toronto, Canada 149.5 90.9 57.6 75.4 72.8 13.0 44.8 37.4 65.3
Cluj-Napoca, Romania 148.9 57.2 77.5 64.8 42.5 15.0 29.6 44.1 74.3
Bursa, Turkey 148.6 29.4 70.8 78.3 36.6 11.1 33.0 44.5 93.4
Lisbon, Portugal 147.9 45.6 70.3 72.4 53.7 20.2 35.4 36.1 98.6
Riga, Latvia 147.3 56.2 61.5 61.0 56.3 8.9 31.3 37.6 74.7
Cape Town, South Africa 147.1 79.1 26.4 68.3 35.9 6.7 42.8 39.1 98.2
Nicosia, Cyprus 147.1 65.9 69.9 54.5 57.7 6.5 25.1 59.9 86.0
Brussels, Belgium 147.0 99.3 45.7 73.9 70.3 6.6 36.6 61.7 83.8
Bratislava, Slovakia 145.2 61.7 69.1 56.8 51.8 16.9 30.6 39.5 80.7
Hamilton, Canada 143.7 93.8 44.7 78.8 68.4 7.6 33.0 55.5 61.1
Nizhny Novgorod, Russia 143.6 42.3 71.3 75.7 38.2 15.4 27.6 32.1 45.5
San Francisco, CA, United States 143.3 109.6 38.9 64.0 99.2 9.0 51.0 50.3 97.3
Barcelona, Spain 142.7 75.4 49.9 77.6 59.6 10.9 29.7 65.6 95.7
Mangalore, India 142.1 48.0 73.9 61.8 20.7 8.3 35.4 49.3 66.7
Limassol, Cyprus 141.9 54.2 60.2 51.4 62.7 8.6 19.7 56.5 95.7
Gdansk, Poland 141.0 67.0 69.5 50.2 40.8 14.6 29.7 48.3 75.5
Durban, South Africa 141.0 79.0 19.0 58.4 36.6 3.4 26.1 52.8 95.6
Bologna, Italy 140.0 64.8 52.8 77.4 68.9 10.7 32.1 58.5 88.1
Pretoria, South Africa 139.6 94.9 18.1 66.1 37.6 1.9 45.5 56.0 95.8
Curitiba, Brazil 139.5 38.7 37.7 66.8 36.3 13.6 32.4 32.0 99.6
Dublin, Ireland 138.8 79.1 47.7 50.8 79.5 10.2 40.4 41.0 85.9
Los Angeles, CA, United States 138.6 120.5 47.6 62.5 78.9 7.1 60.9 67.1 95.5
Islamabad, Pakistan 138.6 28.6 68.7 63.3 17.1 11.1 34.7 42.0 76.9
Varna, Bulgaria 138.5 52.7 63.3 62.2 41.0 8.9 28.8 60.2 85.1
Poznan, Poland 138.0 63.2 72.1 54.5 39.9 13.1 31.2 57.5 77.4
Detroit, MI, United States 137.5 121.7 25.9 62.4 72.9 1.4 45.1 59.8 66.0
Bangalore, India 136.9 116.6 46.0 66.6 25.4 5.6 52.7 82.1 89.4
Pune, India 136.4 89.8 58.0 66.3 23.8 8.2 43.7 70.9 74.3
New York, NY, United States 136.2 100.0 50.7 61.9 100.0 10.2 43.6 57.7 79.7
Brasilia, Brazil 136.1 42.3 39.9 51.4 40.1 13.5 30.1 32.5 99.0
Winnipeg, Canada 135.6 81.0 41.1 68.4 67.8 6.1 31.2 36.6 24.7
Wroclaw, Poland 135.4 60.9 73.8 56.7 42.4 12.2 34.5 61.5 78.4
Warsaw, Poland 134.9 63.9 74.0 59.8 43.9 14.8 35.2 59.6 74.6
Johannesburg, South Africa 134.7 95.2 19.3 60.3 40.3 2.4 40.7 61.1 91.4
Izmir, Turkey 134.5 33.6 68.3 73.0 30.4 11.7 40.1 59.6 96.9
Lodz, Poland 134.3 63.9 59.0 55.4 37.8 10.4 35.5 54.8 77.0
Turin, Italy 133.4 70.2 48.1 67.0 62.7 8.3 28.1 68.2 85.7
Krakow (Cracow), Poland 132.7 68.4 74.4 57.5 42.3 13.2 30.9 69.8 73.9
Lviv, Ukraine 132.4 43.4 61.1 61.0 26.1 11.7 32.1 49.1 69.6
London, United Kingdom 132.0 89.4 46.3 70.2 76.3 15.9 44.4 58.0 88.3
Campinas, Brazil 131.5 43.7 33.3 61.3 38.4 11.0 28.4 46.5 98.9
Iasi, Romania 131.0 51.9 69.2 56.3 37.5 11.5 34.3 58.3 73.0
Montevideo, Uruguay 129.8 40.3 44.4 68.4 61.4 12.3 37.4 47.2 98.0
Ankara, Turkey 129.6 36.2 60.8 68.8 30.9 8.2 36.4 65.6 91.5
Novi Sad, Serbia 129.6 42.4 59.1 50.8 39.4 16.9 18.5 52.8 84.0
Guadalajara, Mexico 128.2 50.4 37.4 79.7 39.1 7.7 41.6 61.5 92.8
Chiang Mai, Thailand 128.0 32.5 76.0 84.1 37.9 14.5 25.1 76.7 75.9
Monterrey, Mexico 127.6 55.6 51.9 68.8 44.1 7.7 31.7 70.5 80.4
Sharjah, United Arab Emirates 127.2 43.3 84.5 59.7 46.3 6.5 54.7 48.3 43.3
Budapest, Hungary 127.0 55.8 65.2 52.3 49.1 14.7 39.0 53.8 78.4
Coimbatore, India 126.4 47.6 60.0 68.7 21.6 8.2 47.2 63.3 78.1
Seoul, South Korea 125.5 80.0 75.4 82.6 82.5 31.7 42.3 58.5 68.4
Sofia, Bulgaria 125.0 59.7 58.2 57.6 46.3 10.5 30.5 68.9 76.0
Kuala Lumpur, Malaysia 123.8 85.7 37.1 68.1 39.5 6.6 41.5 65.8 56.6
Paris, France 123.8 81.0 43.1 78.8 77.9 20.1 41.4 63.9 88.4
Astana (Nur-Sultan), Kazakhstan 123.6 47.7 66.1 67.3 30.4 7.6 32.3 53.5 21.3
Sarajevo, Bosnia And Herzegovina 123.6 53.8 54.6 59.0 39.9 12.2 28.3 66.9 78.2
Medellin, Colombia 121.9 35.3 44.4 78.6 26.1 15.4 38.5 62.9 99.8
Bucharest, Romania 120.8 59.1 71.9 54.6 44.0 10.4 41.1 75.7 75.6
Hyderabad, India 119.5 58.4 56.9 64.9 25.3 8.4 42.1 76.3 73.5
Yerevan, Armenia 118.7 26.9 78.4 55.9 41.8 16.3 31.0 58.2 63.4
Kuwait City, Kuwait 117.3 84.1 70.0 58.4 47.3 14.8 32.2 68.8 20.2
Minsk, Belarus 117.2 39.4 42.9 48.1 37.3 13.8 30.3 41.9 64.4
Shenzhen, China 117.0 83.5 71.1 58.0 44.6 39.8 35.7 60.5 81.8
Chisinau, Moldova 116.7 35.7 56.2 51.0 35.0 11.6 28.2 63.8 76.9
Milan, Italy 116.7 57.1 51.1 71.7 73.8 19.0 36.2 67.8 88.1
Thessaloniki, Greece 116.6 40.9 46.6 55.0 58.2 11.7 28.9 63.9 88.4
Athens, Greece 116.5 42.5 44.2 56.9 60.8 13.8 38.1 57.3 95.2
San Juan, Puerto Rico 116.3 48.2 31.6 63.0 72.9 7.9 37.5 50.8 71.2
Amman, Jordan 115.7 35.7 61.3 65.0 48.5 8.5 42.1 75.7 89.0
San Jose, Costa Rica 115.1 36.7 44.4 63.1 54.6 10.6 64.0 48.2 99.5
Rome, Italy 114.9 58.9 47.1 60.0 67.6 15.9 41.5 66.0 93.7
Quito, Ecuador 114.9 34.3 38.2 71.7 36.0 12.8 40.9 64.1 99.0
Panama City, Panama 114.0 38.6 52.1 60.1 51.1 10.8 32.8 62.8 67.8
Chennai, India 113.8 64.4 60.0 70.0 23.2 12.1 47.3 74.4 53.2
Ahmedabad, India 113.7 41.7 67.6 65.4 23.9 9.0 39.6 72.3 49.3
Noida, India 112.1 87.3 44.6 66.8 26.6 4.8 45.0 92.2 58.9
Baku, Azerbaijan 111.8 34.8 69.5 46.8 31.1 14.3 37.4 74.9 91.4
Porto Alegre, Brazil 111.7 29.3 27.8 63.3 37.6 15.1 31.3 56.4 98.7
Tbilisi, Georgia 111.5 25.2 74.2 54.3 42.7 14.9 37.1 71.6 84.2
Gurgaon, India 110.3 82.7 45.1 60.2 27.6 7.2 36.7 91.5 59.9
Moscow, Russia 110.3 58.9 63.2 65.5 46.6 22.3 50.6 56.1 55.8
Kharkiv, Ukraine 109.8 38.9 51.3 48.1 25.1 12.7 38.2 57.2 65.4
Belgrade, Serbia 108.9 38.0 61.6 53.3 43.9 19.6 36.2 66.6 84.1
Belo Horizonte, Brazil 107.1 26.0 36.3 63.9 36.3 19.8 43.4 52.0 98.5
Kiev (Kyiv), Ukraine 106.1 39.1 54.8 57.6 31.7 15.4 43.0 65.0 70.0
Odessa (Odesa), Ukraine 105.9 33.4 46.8 50.4 27.0 14.7 36.6 62.4 79.0
Lahore, Pakistan 105.7 22.5 63.6 62.5 17.7 11.1 34.7 78.7 67.6
Istanbul, Turkey 104.6 33.2 52.4 69.6 38.8 17.9 51.7 69.1 93.0
Saint Petersburg, Russia 102.7 47.1 60.3 60.0 45.1 20.4 48.1 62.3 60.6
Hong Kong, Hong Kong (China) 102.6 69.6 78.6 65.8 74.8 45.3 42.4 67.2 83.6
Kolkata, India 102.4 62.0 53.4 57.9 22.3 8.2 59.7 78.4 60.9
Santiago, Chile 101.3 35.5 38.8 65.8 52.2 17.9 36.8 70.6 90.2
Skopje, North Macedonia 101.0 38.8 53.2 54.8 37.6 15.2 28.1 83.1 76.3
Buenos Aires, Argentina 100.9 32.7 36.8 68.9 32.4 28.1 49.2 52.4 98.3
Hanoi, Vietnam 99.4 36.3 62.0 57.6 36.8 18.1 28.7 89.0 79.0
Yekaterinburg, Russia 97.9 60.6 53.8 52.2 43.1 9.0 37.8 73.5 21.3
Dnipro, Ukraine 97.3 35.9 47.2 53.2 27.6 12.3 33.0 80.4 69.5
Nairobi, Kenya 95.1 33.3 41.0 62.3 34.0 13.4 53.8 79.7 99.8
Guatemala City, Guatemala 93.9 24.3 35.7 64.1 42.9 14.9 49.8 72.8 99.9
Tirana, Albania 90.9 31.7 57.9 48.0 41.6 17.6 38.5 86.5 86.4
Casablanca, Morocco 90.7 36.1 45.1 44.8 33.6 15.0 46.8 82.7 98.1
Bogota, Colombia 90.5 29.4 34.0 64.9 25.8 21.1 52.3 70.1 97.1
Shanghai, China 88.4 61.1 69.2 63.6 48.5 46.8 46.7 73.5 83.6
Delhi, India 86.8 64.8 40.9 65.4 24.9 13.8 57.4 90.6 58.9
Recife, Brazil 86.5 36.2 23.7 62.5 35.6 18.0 46.5 69.7 79.3
Mexico City, Mexico 86.4 37.1 31.8 65.4 42.2 16.4 52.1 81.8 92.4
Almaty, Kazakhstan 84.4 36.2 36.7 47.7 31.7 12.7 38.2 78.0 58.3
Novosibirsk, Russia 83.7 37.7 52.1 56.9 40.9 14.7 40.0 70.1 16.1
Beijing, China 82.7 64.3 71.7 68.1 47.7 45.3 43.4 80.3 57.6
Bangkok, Thailand 81.0 30.3 59.7 77.1 51.5 31.9 45.5 77.1 58.4
Cairo, Egypt 81.0 21.4 50.0 45.9 21.8 12.3 50.1 91.3 88.5
Lima, Peru 80.7 33.6 29.5 58.4 36.0 17.2 51.0 85.8 97.7
Karachi, Pakistan 78.5 23.3 45.2 57.3 16.9 17.3 42.5 89.7 71.3
Sao Paulo, Brazil 76.6 27.0 29.5 58.9 43.6 23.5 49.9 79.1 99.0
Mumbai, India 75.7 49.2 54.9 65.3 26.1 35.4 55.1 83.7 71.5
Jakarta, Indonesia 73.8 32.8 47.7 56.6 36.8 21.0 51.7 84.9 63.8
Kathmandu, Nepal 72.4 20.2 63.0 55.8 27.9 35.1 37.2 95.7 92.6
Colombo, Sri Lanka 68.9 16.0 58.1 71.9 28.6 40.5 61.5 61.4 59.1
Rio de Janeiro, Brazil 66.8 21.9 22.4 45.3 41.8 25.6 51.3 67.9 88.2
Ho Chi Minh City, Vietnam 66.3 31.2 47.4 59.9 37.2 34.2 31.4 92.1 63.4
Caracas, Venezuela 64.9 11.4 16.5 39.1 42.9 26.5 33.3 74.0 99.9
Tehran, Iran 61.6 19.7 44.0 52.7 32.5 29.6 52.8 80.7 71.0
Beirut, Lebanon 59.3 11.0 53.1 65.2 79.8 39.0 39.8 93.7 94.7
Dhaka, Bangladesh 57.9 27.3 36.8 40.2 28.5 15.6 61.0 93.5 71.3
Lagos, Nigeria 46.7 7.4 32.4 46.4 37.7 14.2 67.4 89.4 60.8
Manila, Philippines 41.1 25.8 34.6 63.7 39.8 41.6 53.6 89.9 61.2