Smart City Index 2021

Helsinki. ............................................................................................................... 57 Ho Chi Minh City................................................................................................... 58 Hong Kong............................................................................................................ 59 Hyderabad............................................................................................................ 60 Istanbul................................................................................................................. 61 Jakarta. ................................................................................................................ 62 Kiel........................................................................................................................ 63 K y i v....................................................................................................................... 6 6 Krakow................................................................................................................. 6 4 Kuala Lumpur...................................................................................................... 6 5 Lagos.................................................................................................................... 67 Lausanne.............................................................................................................. 68 Leeds.................................................................................................................... 69 Lille....................................................................................................................... 70 Lisbon................................................................................................................... 71 London.................................................................................................................. 72 Los Angeles.......................................................................................................... 73 Lyon. ..................................................................................................................... 74 Madrid. ................................................................................................................. 75 Makassar.............................................................................................................. 76 Manchester. ......................................................................................................... 77 Manila................................................................................................................... 78 Marseille............................................................................................................... 79 Medan................................................................................................................... 80 Medellin................................................................................................................ 81 Medina.................................................................................................................. 82 Melbourne............................................................................................................ 83 Mexico City. .......................................................................................................... 84 Milan..................................................................................................................... 85 Montreal............................................................................................................... 86 Moscow................................................................................................................. 87 Mumbai................................................................................................................. 88 Munich.................................................................................................................. 89 Nairobi.................................................................................................................. 90 Nanjing................................................................................................................. 91 New Delhi............................................................................................................. 92 New York. ............................................................................................................. 93 Newcastle............................................................................................................. 94

Osaka.................................................................................................................... 95 Oslo....................................................................................................................... 96 Paris. .................................................................................................................... 97 Philadelphia. ........................................................................................................ 98 Phoenix................................................................................................................. 99 Prague................................................................................................................ 100 Rabat. ................................................................................................................. 101 Rio de Janeiro. ................................................................................................... 102 Riyadh................................................................................................................. 103 Rome. ................................................................................................................. 104 Rotterdam. ......................................................................................................... 105 San Francisco..................................................................................................... 106 San José............................................................................................................. 107 Santiago.............................................................................................................. 108 Sao Paulo. .......................................................................................................... 109 Seattle. ............................................................................................................... 110 Seoul................................................................................................................... 111 Shanghai. ........................................................................................................... 112 Shenzhen............................................................................................................ 113 Singapore. .......................................................................................................... 114 Sofia.................................................................................................................... 115 St. Petersburg.................................................................................................... 116 Stockholm.......................................................................................................... 117 Sydney. ............................................................................................................... 118 Taipei City........................................................................................................... 119 Tallinn................................................................................................................. 120 Tel Aviv................................................................................................................ 121 The Hague.......................................................................................................... 122 Tianjin................................................................................................................. 123 Tokyo................................................................................................................... 124 Toronto. .............................................................................................................. 125 Vancouver........................................................................................................... 126 Vienna................................................................................................................. 127 Warsaw............................................................................................................... 128 Washington D.C.................................................................................................. 129 Zaragoza............................................................................................................. 130 Zhuhai................................................................................................................. 131 Zurich. ................................................................................................................ 132

5 Smar t C i t y I ndex 2021