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Quality of Life > Index by City

You are looking at Quality of Life Index 2020 Mid-Year. These indices are historical and they are published periodically. It's a snapshot of the current indices at a specific point in time.

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---All columns--- 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

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 Canberra, Australia 208.85 107.36 79.33 82.17 75.51 5.21 24.05 14.11 82.72 Adelaide, Australia 208.60 109.59 71.33 81.41 70.83 4.27 23.61 17.94 94.96 Raleigh, NC, United States 203.11 131.63 66.17 75.62 69.92 2.86 32.41 22.17 83.88 Wellington, New Zealand 200.99 98.78 70.73 74.90 70.73 6.36 27.74 13.66 97.68 Zurich, Switzerland 197.83 121.12 83.44 74.58 131.49 7.87 33.72 17.17 81.48 Madison, WI, United States 197.74 120.56 68.89 78.89 66.75 3.49 23.73 17.51 51.64 Columbus, OH, United States 194.38 128.55 57.87 74.28 72.82 2.11 26.13 25.49 71.29 The Hague (Den Haag), Netherlands 192.56 95.50 74.31 77.81 71.24 6.13 31.21 22.89 90.61 Brisbane, Australia 192.50 105.31 65.26 82.08 75.78 5.70 40.45 21.40 98.07 Richmond, VA, United States 191.35 114.52 55.53 75.64 68.72 2.95 20.77 29.05 81.27 Eindhoven, Netherlands 190.54 92.14 75.38 73.04 77.20 6.12 25.76 22.44 85.38 Austin, TX, United States 190.04 131.76 65.88 70.70 64.45 3.62 34.43 35.94 82.08 Charlotte, NC, United States 189.29 126.48 55.81 73.52 75.70 2.90 35.19 27.85 84.05 San Diego, CA, United States 187.69 121.07 63.60 70.26 78.30 5.12 33.80 34.74 97.08 Copenhagen, Denmark 186.95 91.35 74.77 78.15 90.85 8.28 28.93 21.47 83.74 Seattle, WA, United States 185.52 133.18 52.31 73.69 87.99 5.37 41.72 28.40 91.73 Luxembourg, Luxembourg 185.12 106.44 71.91 73.71 83.56 11.07 33.24 21.59 82.62 Perth, Australia 184.76 102.49 57.71 77.69 76.39 6.62 36.70 23.21 95.71 Vienna, Austria 184.48 84.39 75.85 78.83 67.83 13.72 26.78 18.15 81.77 Victoria, Canada 183.54 78.54 66.65 69.72 70.68 8.24 28.60 15.48 92.52 Dallas, TX, United States 183.28 147.47 50.65 65.84 65.27 2.26 34.99 42.55 81.85 Reykjavik, Iceland 182.30 74.76 77.74 66.63 91.81 6.58 20.17 15.33 68.81 Helsinki, Finland 182.05 89.82 77.20 77.06 75.39 12.17 31.48 13.19 62.79 Tampa, FL, United States 181.14 117.29 51.60 68.26 76.72 2.75 35.84 28.15 84.67 Reno, NV, United States 180.31 125.28 54.29 62.24 68.75 3.35 24.89 29.90 62.28 San Jose, CA, United States 180.01 143.11 54.94 72.59 77.55 6.41 38.11 48.55 95.53 Kansas City, MO, United States 179.56 117.39 40.41 79.40 71.04 1.96 26.29 33.27 75.08 Geneva, Switzerland 179.38 108.09 70.95 70.18 126.08 10.12 26.43 28.49 82.61 Edinburgh, United Kingdom 178.92 80.36 68.70 81.16 68.54 9.22 28.85 26.31 84.01 Ottawa, Canada 178.10 93.62 73.78 75.31 67.55 5.17 31.21 20.48 44.46 Belfast, United Kingdom 177.13 90.17 59.71 70.96 60.86 4.56 37.38 27.19 90.84 Munich, Germany 177.13 91.09 82.71 78.21 75.56 16.65 33.10 24.77 75.98 Melbourne, Australia 176.80 104.83 55.53 75.06 73.76 8.95 41.76 25.73 94.30 Portland, OR, United States 176.77 103.41 51.97 73.51 81.19 4.33 33.29 31.10 89.56 Calgary, Canada 176.50 111.77 66.15 76.78 69.13 4.48 30.28 24.74 33.09 Cincinnati, OH, United States 176.48 122.10 50.55 69.20 64.04 2.33 24.89 42.82 73.24 Dusseldorf, Germany 176.12 98.08 68.60 72.33 67.67 10.68 30.31 33.80 86.37 Sydney, Australia 176.07 94.59 66.50 77.75 82.73 10.48 43.66 26.82 97.07 Quebec City, Canada 175.52 88.05 85.19 71.66 62.59 4.41 28.58 32.99 47.98 Jacksonville, FL, United States 175.45 116.55 42.54 71.35 70.60 2.18 35.82 34.65 87.81 Spokane, WA, United States 174.82 97.06 45.93 64.07 73.12 3.49 23.73 18.46 67.12 Valencia, Spain 174.54 73.81 74.54 81.71 53.44 7.44 28.00 44.14 93.84 Muscat, Oman 174.43 91.91 78.03 58.77 52.78 6.48 20.79 37.68 67.22 Sacramento, CA, United States 173.48 109.38 50.24 69.09 78.57 3.81 26.44 42.54 90.64 Glasgow, United Kingdom 173.35 95.15 56.12 80.71 63.34 6.90 33.03 35.34 84.78 Frankfurt, Germany 172.99 99.61 58.50 74.51 71.84 9.44 25.11 37.45 84.72 San Antonio, TX, United States 172.63 109.29 52.36 71.83 67.58 2.44 30.82 42.38 80.58 Vancouver, Canada 172.43 88.66 63.35 75.24 72.37 13.25 37.41 23.98 91.15 Boston, MA, United States 172.03 107.59 64.48 75.08 88.61 7.85 44.91 27.03 71.73 Tallinn, Estonia 171.65 65.11 77.11 71.11 55.01 9.27 26.58 22.13 64.28 Tucson, AZ, United States 170.81 99.39 49.92 58.84 69.41 2.81 29.24 25.94 72.66 Leeds, United Kingdom 170.63 98.47 58.89 82.58 59.41 6.33 31.85 46.86 84.59 Albuquerque, NM, United States 170.32 112.61 30.05 66.56 63.61 2.92 25.56 24.99 67.06 Minneapolis, MN, United States 170.31 116.05 47.62 78.45 83.18 3.09 37.20 26.67 49.46 Rotterdam, Netherlands 170.26 83.96 65.37 76.36 72.13 6.80 28.19 41.61 87.89 Stuttgart, Germany 169.92 100.56 71.54 71.99 68.78 9.83 34.95 41.56 81.07 Gothenburg, Sweden 169.73 86.06 53.88 68.57 73.12 10.24 26.24 21.33 77.49 Nashville, TN, United States 169.48 111.67 51.37 63.11 71.79 3.12 38.75 36.17 83.02 Cork, Ireland 169.12 75.05 65.51 57.68 78.39 6.20 34.30 23.20 89.78 Pittsburgh, PA, United States 169.12 108.97 62.05 74.56 79.02 2.28 38.06 45.23 72.13 Indianapolis, IN, United States 169.07 116.36 42.80 72.77 65.02 2.23 28.90 42.14 69.92 Amsterdam, Netherlands 169.01 82.74 67.25 69.45 82.86 10.89 29.88 30.79 87.45 Graz, Austria 168.86 78.02 74.25 78.08 74.97 8.69 27.17 38.36 73.93 Anchorage, AK, United States 168.17 119.91 36.66 61.17 90.83 2.48 27.64 16.62 41.61 Kelowna, Canada 168.01 86.78 49.79 74.77 67.34 5.32 28.90 22.33 59.65 Abu Dhabi, United Arab Emirates 167.56 89.99 88.44 71.26 61.92 5.84 26.51 45.76 43.89 Orlando, FL, United States 167.47 103.89 47.40 62.85 71.81 2.81 37.18 35.13 87.23 Cambridge, United Kingdom 167.45 73.41 74.79 71.45 71.48 11.65 33.42 34.26 91.37 Denver, CO, United States 167.05 121.05 58.08 70.59 74.27 4.25 36.68 41.09 56.28 Atlanta, GA, United States 167.02 131.11 37.36 66.67 76.11 3.08 42.26 43.30 89.73 Ljubljana, Slovenia 166.21 59.00 78.69 66.24 57.38 13.51 27.72 23.24 76.11 Hamburg, Germany 165.88 89.26 56.16 74.38 69.71 10.82 34.74 30.13 82.75 Mississauga, Canada 165.59 97.04 57.92 69.67 67.43 8.27 39.31 22.44 58.72 Salt Lake City, UT, United States 165.30 125.21 68.24 70.53 65.47 4.28 35.05 61.41 66.52 Auckland, New Zealand 165.22 83.54 53.78 73.48 76.91 12.01 37.43 29.04 99.89 Vilnius, Lithuania 165.21 60.18 72.15 71.09 46.28 11.50 27.76 23.34 66.59 Berlin, Germany 164.47 98.15 58.92 69.56 67.02 9.76 34.18 39.45 83.35 Washington, DC, United States 164.11 117.21 42.33 72.28 84.69 4.81 41.24 39.24 81.62 Oslo, Norway 162.65 86.05 63.24 75.07 95.78 10.81 31.92 25.60 59.99 San Francisco, CA, United States 162.21 139.00 44.70 66.02 92.13 7.33 53.50 46.91 97.26 Bristol, United Kingdom 162.17 83.23 60.85 73.54 69.37 9.68 28.97 44.05 88.51 Cleveland, OH, United States 161.64 90.67 35.90 82.91 78.62 1.65 33.74 35.59 73.11 Halifax, Canada 161.60 72.80 58.72 69.16 70.77 7.00 29.45 23.09 58.99 Oakland, CA, United States 161.52 97.98 35.77 79.32 88.68 6.76 37.69 37.44 96.40 Bursa, Turkey 161.48 39.88 73.25 78.20 33.25 6.45 33.14 40.74 93.39 Kaunas, Lithuania 161.33 57.30 60.54 73.15 45.08 10.06 23.20 26.89 68.94 Edmonton, Canada 160.88 89.24 57.37 78.59 69.55 4.36 29.79 29.15 32.11 Houston, TX, United States 160.53 130.69 35.94 71.18 68.38 2.19 41.53 55.37 85.53 Montreal, Canada 159.24 89.61 70.74 64.12 64.10 7.18 39.58 32.55 52.37 Mangalore, India 158.56 48.76 74.66 77.39 23.57 7.91 32.14 37.67 66.65 Cologne, Germany 158.16 90.77 57.25 73.94 67.47 10.63 37.72 42.59 84.85 Brno, Czech Republic 158.01 62.89 72.95 74.26 44.64 12.31 26.08 44.35 78.17 Zagreb, Croatia 157.20 50.45 77.98 64.98 52.43 13.44 31.28 31.55 82.19 Timisoara, Romania 156.97 59.90 76.63 72.14 35.77 8.83 23.52 56.01 82.05 Prague, Czech Republic 156.39 60.75 75.86 74.28 48.63 18.11 32.41 34.89 80.67 Stockholm, Sweden 156.36 81.37 55.50 66.90 78.59 14.71 36.53 19.64 69.67 Tokyo, Japan 155.56 75.09 76.60 80.13 89.69 15.87 40.48 42.25 85.26 Porto, Portugal 155.37 43.49 63.45 74.98 50.28 12.60 28.59 36.02 96.61 Baltimore, MD, United States 155.02 107.83 25.25 77.74 75.04 2.63 31.14 49.81 81.24 Lyon, France 155.00 81.10 57.02 77.39 75.47 9.39 34.41 48.40 88.51 Doha, Qatar 154.89 95.55 88.45 72.97 67.37 6.24 30.66 60.66 36.03 Honolulu, HI, United States 154.82 76.47 55.43 72.13 87.05 10.03 41.19 37.16 95.33 Dubai, United Arab Emirates 154.03 84.39 83.30 67.34 68.83 5.06 38.74 50.65 50.27 Phoenix, AZ, United States 153.42 120.40 48.22 66.67 67.11 3.04 31.84 56.64 53.76 Las Vegas, NV, United States 153.11 117.40 44.61 55.98 68.63 2.85 27.41 51.39 57.40 Miami, FL, United States 152.89 91.09 47.19 63.95 83.61 4.93 43.40 39.43 85.69 Milwaukee, WI, United States 152.82 88.12 32.81 65.53 78.60 2.84 29.22 30.08 60.96 Lisbon, Portugal 152.00 46.98 71.94 71.49 51.55 17.69 36.21 34.91 98.59 Antwerp, Belgium 151.90 82.84 64.93 80.53 73.66 5.99 37.15 63.68 85.42 Manchester, United Kingdom 151.25 94.42 44.90 78.16 67.11 7.50 40.10 52.42 86.95 Cluj-Napoca, Romania 150.75 51.01 79.57 64.29 37.64 12.93 28.91 43.17 74.35 Madrid, Spain 150.57 67.17 69.98 79.06 61.15 13.01 35.13 52.06 85.47 Birmingham, United Kingdom 150.56 81.41 41.54 73.75 67.07 6.79 32.17 47.87 87.66 Limassol, Cyprus 150.07 58.52 67.97 50.52 63.62 8.32 18.76 53.08 95.74 Hamilton, Canada 149.85 90.86 50.17 81.71 65.02 6.65 33.56 52.02 61.06 Chicago, IL, United States 149.16 109.82 35.76 68.33 82.71 3.75 41.96 43.52 66.11 Haifa, Israel 148.94 79.07 74.05 73.36 80.32 8.68 29.70 73.03 93.57 Toronto, Canada 147.53 81.62 60.79 75.89 72.56 12.80 44.96 37.68 65.35 Bratislava, Slovakia 147.40 61.43 68.68 57.17 50.63 13.36 30.89 41.12 80.72 Qingdao, Shandong, China 147.31 61.76 92.58 79.80 32.46 22.76 28.06 58.54 70.40 Tel Aviv-Yafo, Israel 145.37 67.85 74.45 73.87 91.40 20.50 37.09 47.47 93.88 Jeddah (Jiddah), Saudi Arabia 144.78 83.19 69.40 58.35 50.73 2.89 29.15 69.06 66.17 Riyadh, Saudi Arabia 144.70 87.30 72.60 64.61 49.64 3.37 30.05 65.74 44.45 Brussels, Belgium 144.37 90.49 48.50 74.33 73.69 6.23 37.17 62.36 83.85 Riga, Latvia 143.35 49.90 61.59 60.67 50.92 9.54 32.35 38.65 74.70 Nizhny Novgorod, Russia 142.98 35.52 69.47 76.82 33.90 11.23 29.10 34.03 45.51 Sharjah, United Arab Emirates 142.48 83.70 83.01 59.33 53.41 4.40 55.57 49.74 43.35 Bologna, Italy 142.33 59.60 55.19 77.88 71.63 9.86 32.04 54.88 88.12 Regina, Canada 142.31 86.49 43.88 68.75 65.71 5.47 16.88 39.01 14.28 Izmir, Turkey 142.27 38.61 72.56 72.86 32.02 8.68 38.05 59.98 96.88 Singapore, Singapore 142.25 82.61 68.47 70.97 81.13 21.67 41.18 33.30 57.45 Winnipeg, Canada 142.14 89.02 42.80 68.82 63.66 4.44 31.33 36.22 24.67 Philadelphia, PA, United States 142.03 87.68 39.16 69.38 79.19 4.14 39.40 51.91 77.98 Taipei, Taiwan 141.97 63.96 86.25 87.03 64.12 33.51 33.67 49.38 84.38 Brasilia, Brazil 140.70 50.36 38.26 47.53 32.39 11.72 30.08 30.87 98.97 Cape Town, South Africa 140.46 63.86 26.33 70.67 38.09 8.01 43.54 38.50 98.19 New York, NY, United States 139.06 100.00 54.29 62.96 100.00 10.22 43.21 57.00 79.66 Nicosia, Cyprus 138.89 55.63 68.46 50.91 65.52 6.30 26.15 61.04 86.01 Manama, Bahrain 137.91 50.56 76.99 64.76 59.44 8.61 29.76 58.07 64.31 Islamabad, Pakistan 137.51 28.92 70.84 64.53 22.46 12.19 35.00 43.49 76.91 Durban, South Africa 137.25 70.37 19.20 58.78 34.86 3.82 26.45 53.03 95.61 Varna, Bulgaria 137.15 46.46 68.24 62.58 37.43 8.56 31.46 61.37 85.08 Barcelona, Spain 137.05 60.44 55.36 77.76 61.71 13.24 30.22 64.94 95.73 Curitiba, Brazil 136.61 31.83 36.84 65.87 30.04 14.00 31.16 32.25 99.60 Dublin, Ireland 136.55 68.13 50.42 51.50 81.39 9.76 40.58 40.42 85.89 Los Angeles, CA, United States 136.53 106.00 53.50 62.62 79.82 7.17 60.88 65.86 95.50 Minsk, Belarus 135.43 33.61 75.55 62.59 34.85 15.92 30.34 41.56 64.37 Novi Sad, Serbia 135.31 40.38 58.81 48.03 36.96 14.72 16.93 45.88 84.02 Pretoria, South Africa 134.37 81.63 18.11 67.82 38.60 2.50 45.35 56.06 95.83 Ankara, Turkey 131.47 41.96 60.30 68.72 32.33 7.05 36.51 67.38 91.49 Campinas, Brazil 131.36 37.34 33.08 61.41 34.15 9.87 28.52 45.14 98.87 Seoul, South Korea 130.27 76.53 73.16 81.93 81.59 24.58 41.87 58.23 68.39 London, United Kingdom 130.02 84.56 47.66 70.28 78.83 15.69 45.10 58.57 88.25 Iasi, Romania 128.04 45.18 71.98 56.38 36.79 10.93 34.62 61.50 73.04 Turin, Italy 128.02 62.31 49.09 69.62 68.41 9.27 29.44 70.52 85.66 Astana (Nur-Sultan), Kazakhstan 128.00 45.32 66.27 67.08 33.54 7.40 31.95 45.68 21.26 Thiruvananthapuram, India 127.47 59.95 59.74 55.90 19.85 9.50 42.50 56.39 64.78 Chiang Mai, Thailand 126.32 34.41 76.44 84.84 45.90 16.07 25.75 77.07 75.93 Monterrey, Mexico 125.50 53.84 50.06 65.34 33.69 6.12 31.46 73.16 80.37 Johannesburg, South Africa 123.96 72.94 19.69 60.27 40.64 3.56 40.76 62.43 91.38 San Juan, Puerto Rico 123.83 64.62 30.88 60.22 72.18 5.54 37.46 50.70 71.25 Warsaw, Poland 123.72 55.06 71.25 54.65 43.32 14.80 35.62 65.58 74.61 Detroit, MI, United States 123.22 78.93 26.21 64.00 69.76 1.53 46.21 56.18 66.03 Montevideo, Uruguay 122.74 36.01 43.91 67.17 47.53 16.42 37.84 49.60 98.04 Coimbatore, India 122.69 40.39 62.33 72.42 23.49 12.13 47.50 62.11 78.10 Thessaloniki, Greece 122.19 36.71 57.80 56.19 58.35 11.30 26.94 64.10 88.39 Sofia, Bulgaria 121.88 49.97 57.81 57.24 41.95 9.45 30.88 69.24 76.01 Budapest, Hungary 120.70 49.46 63.73 47.34 43.09 15.88 39.13 54.40 78.41 Pune, India 120.12 57.21 59.88 65.45 25.90 10.92 44.48 71.86 74.32 Athens, Greece 119.63 40.53 50.50 56.17 58.80 13.02 37.98 57.21 95.18 Gdansk, Poland 119.36 51.10 62.85 46.75 41.36 15.66 30.93 61.67 75.51 Lviv, Ukraine 119.16 29.79 57.76 58.94 30.13 12.88 33.01 54.01 69.61 Wroclaw, Poland 118.95 51.19 66.44 50.31 40.11 13.96 33.52 69.40 78.39 Paris, France 118.43 69.54 48.14 78.58 88.83 21.65 42.17 64.10 88.39 Hyderabad, India 118.23 55.38 56.54 66.14 25.69 8.00 42.95 76.66 73.54 Bucharest, Romania 117.91 51.74 72.62 54.34 40.51 10.52 42.30 75.48 75.61 Guadalajara, Mexico 117.71 39.36 37.34 78.53 31.07 9.42 40.86 69.16 92.83 Milan, Italy 117.50 52.35 56.81 71.57 80.37 19.33 36.88 66.06 88.12 Medellin, Colombia 117.48 27.69 48.18 76.59 29.08 17.48 38.92 62.58 99.76 Poznan, Poland 116.03 45.66 67.18 48.02 40.77 15.12 30.97 69.23 77.41 Yerevan, Armenia 115.89 26.43 76.87 53.41 33.96 18.54 32.14 56.41 63.42 Krakow (Cracow), Poland 115.83 54.36 68.03 51.48 40.88 14.44 30.97 76.69 73.86 Sarajevo, Bosnia And Herzegovina 115.14 45.19 50.94 55.40 38.36 12.62 28.02 69.24 78.18 Quito, Ecuador 114.54 32.97 41.97 67.79 43.39 11.69 40.00 65.56 98.97 Ahmedabad, India 114.45 35.01 68.59 71.61 26.11 10.11 36.77 71.72 49.27 Amman, Jordan 113.02 32.89 61.17 65.85 56.21 8.99 42.96 75.98 89.05 Bangalore, India 112.82 65.53 47.92 66.92 26.98 9.36 53.03 83.01 89.39 Tbilisi, Georgia 111.65 25.73 79.16 52.16 30.25 15.69 37.57 74.48 84.20 Istanbul, Turkey 111.62 36.17 52.60 68.68 34.84 11.03 53.05 69.89 93.02 Lodz, Poland 111.33 48.76 54.27 48.30 38.87 10.63 30.42 75.86 77.02 Rome, Italy 111.21 53.80 48.11 59.35 72.82 16.50 42.43 66.51 93.70 Buenos Aires, Argentina 110.41 44.58 38.57 68.98 31.82 25.60 47.59 51.72 98.28 Porto Alegre, Brazil 109.66 31.76 24.21 61.90 30.54 16.14 31.98 56.45 98.74 San Jose, Costa Rica 109.59 34.15 44.34 63.25 57.29 10.92 64.62 53.60 99.48 Panama City, Panama 109.02 33.09 53.58 58.68 59.77 11.83 34.44 63.10 67.84 Gurgaon, India 108.84 80.88 42.40 64.71 29.92 7.35 38.24 91.63 59.87 Belgrade, Serbia 108.69 35.19 62.30 53.99 40.01 21.86 36.02 63.45 84.14 Odessa (Odesa), Ukraine 108.41 33.41 46.77 52.36 31.40 11.48 35.78 64.65 79.00 Kharkiv, Ukraine 108.09 30.89 51.59 46.16 30.44 10.89 37.82 56.20 65.35 Kuwait City, Kuwait 107.85 67.29 67.51 57.86 50.64 16.24 32.57 67.68 20.22 Kiev (Kyiv), Ukraine 106.54 38.85 52.83 55.55 33.44 12.01 43.11 66.08 69.95 Saint Petersburg, Russia 106.16 42.31 60.78 58.96 36.34 15.91 47.59 62.42 60.64 Kuala Lumpur, Malaysia 106.14 61.38 34.65 66.47 40.52 11.03 41.99 67.65 56.55 Lahore, Pakistan 105.02 27.48 60.47 64.72 21.96 12.37 34.30 79.35 67.56 Santiago, Chile 104.82 35.98 46.37 65.98 46.90 19.18 36.65 70.51 90.21 Moscow, Russia 104.37 49.70 60.32 62.04 41.90 19.74 52.24 58.57 55.83 Chennai, India 104.26 49.95 59.32 71.10 24.74 14.82 48.17 75.27 53.22 Baku, Azerbaijan 103.62 28.08 69.22 44.36 32.24 16.33 37.79 77.97 91.40 Hong Kong, Hong Kong 103.19 67.02 79.09 66.35 77.90 43.52 42.41 67.60 83.64 Skopje, North Macedonia 102.68 33.91 56.04 55.93 36.25 13.51 28.60 82.90 76.30 Guatemala City, Guatemala 102.21 33.98 37.36 61.90 46.51 11.04 47.47 73.04 99.89 Belo Horizonte, Brazil 101.08 24.06 34.97 62.02 31.10 22.69 44.20 53.66 98.50 Dnipro, Ukraine 96.55 33.23 47.08 51.29 30.10 9.95 32.21 82.36 69.52 Noida, India 95.54 60.00 39.63 65.65 26.64 7.13 44.96 92.85 58.90 Shenzhen, China 94.34 58.22 66.57 57.76 45.49 46.33 37.68 64.33 81.80 Hanoi, Vietnam 93.23 29.06 61.80 54.79 38.43 18.69 29.24 90.61 79.04 Beirut, Lebanon 92.46 30.87 55.55 65.80 68.48 16.71 39.58 93.32 94.74 Tirana, Albania 90.65 27.99 61.25 48.95 39.09 17.12 40.46 87.45 86.43 Shanghai, China 90.64 58.78 64.20 61.84 49.25 35.92 48.68 78.60 83.64 Kolkata, India 89.48 41.43 52.46 58.09 25.26 12.10 60.38 78.07 60.90 Mexico City, Mexico 87.38 37.99 31.20 64.74 35.08 15.25 51.69 83.25 92.37 Yekaterinburg, Russia 87.12 43.99 52.75 50.78 32.23 10.57 38.49 76.86 21.33 Casablanca, Morocco 86.71 31.17 44.96 45.29 36.92 16.41 48.00 82.42 98.08 Bogota, Colombia 86.62 25.19 38.43 64.22 30.99 25.90 50.77 69.51 97.12 Novosibirsk, Russia 85.96 34.81 52.46 53.35 32.07 11.67 40.10 68.98 16.14 Karachi, Pakistan 85.50 27.94 45.23 58.14 21.52 12.94 41.35 89.32 71.32 Bangkok, Thailand 85.25 31.69 58.54 77.75 55.85 28.11 45.00 76.60 58.39 Almaty, Kazakhstan 84.50 36.32 32.05 48.66 31.07 11.52 36.34 78.23 58.30 Sao Paulo, Brazil 83.38 34.09 29.33 57.27 35.27 18.29 51.03 80.26 99.04 Kathmandu, Nepal 83.20 19.08 64.64 56.10 30.28 24.53 37.18 95.88 92.64 Lima, Peru 81.97 29.05 31.22 57.88 41.04 15.40 50.14 84.60 97.69 Delhi, India 81.65 51.26 41.31 67.08 27.43 14.06 57.01 91.00 58.90 Colombo, Sri Lanka 79.99 20.65 60.92 71.48 36.02 31.28 63.00 60.97 59.11 Cairo, Egypt 79.80 23.19 50.47 45.06 31.99 12.37 50.74 91.92 88.45 Recife, Brazil 77.41 21.52 23.19 60.95 31.42 21.53 44.71 69.85 79.28 Beijing, China 75.52 59.17 65.48 64.93 44.21 41.56 45.34 86.14 57.64 Rio de Janeiro, Brazil 74.02 28.45 22.58 43.77 33.52 21.25 52.24 67.26 88.22 Nairobi, Kenya 73.40 25.72 39.98 56.39 40.36 26.70 57.24 80.02 99.79 Mumbai, India 71.00 41.62 57.26 65.77 28.87 38.23 55.77 83.11 71.48 Ho Chi Minh City, Vietnam 69.61 23.93 45.24 59.47 38.95 26.38 31.36 92.34 63.44 Jakarta, Indonesia 68.85 24.79 46.46 56.79 44.33 21.09 53.10 84.28 63.76 Dhaka, Bangladesh 57.41 27.17 35.60 41.13 35.90 15.61 60.05 93.37 71.29 Lagos, Nigeria 52.73 11.60 35.77 48.17 35.70 13.93 67.39 87.18 60.75 Tehran, Iran 49.78 18.13 46.60 52.55 38.68 40.43 52.88 82.09 70.99 Manila, Philippines 48.63 22.44 35.44 63.00 41.34 31.50 56.02 90.04 61.23

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