ศูนย์ข้อมูลด้านการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรม
สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ
MENU
ศูนย์ข้อมูลด้านการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรม
สำนักงานสภานโยบายการอุดมศึกษา วิทยาศาสตร์ วิจัยและนวัตกรรมแห่งชาติ
เว็บไซต์ มีการเก็บข้อมูลการใช้งานเว็มไซต์ (Cookies) เพื่อพัฒมาประสบการณ์ของผู้ใช้ให้ดียิ่งขึ้น
| ประเทศ | ปี | คะแนน | อันดับ |
|---|---|---|---|
| Denmark | 2017 | 88 | 2 |
| Denmark | 2018 | 88 | 1 |
| Denmark | 2019 | 87 | 1 |
| Denmark | 2020 | 88 | 1 |
| Denmark | 2021 | 88 | 1 |
| New Zealand | 2017 | 89 | 1 |
| New Zealand | 2018 | 87 | 2 |
| New Zealand | 2019 | 87 | 1 |
| New Zealand | 2020 | 88 | 1 |
| New Zealand | 2021 | 88 | 1 |
| Finland | 2017 | 85 | 3 |
| Finland | 2018 | 85 | 3 |
| Finland | 2019 | 86 | 3 |
| Finland | 2020 | 85 | 3 |
| Finland | 2021 | 88 | 1 |
| Singapore | 2017 | 84 | 6 |
| Singapore | 2018 | 85 | 3 |
| Singapore | 2019 | 85 | 4 |
| Singapore | 2020 | 85 | 3 |
| Singapore | 2021 | 85 | 4 |
| Sweden | 2017 | 84 | 6 |
| Sweden | 2018 | 85 | 3 |
| Sweden | 2019 | 85 | 4 |
| Sweden | 2020 | 85 | 3 |
| Sweden | 2021 | 85 | 4 |
| Norway | 2017 | 85 | 3 |
| Norway | 2018 | 84 | 7 |
| Norway | 2019 | 84 | 7 |
| Norway | 2020 | 84 | 7 |
| Norway | 2021 | 85 | 4 |
| Switzerland | 2017 | 85 | 3 |
| Switzerland | 2018 | 85 | 3 |
| Switzerland | 2019 | 85 | 4 |
| Switzerland | 2020 | 85 | 3 |
| Switzerland | 2021 | 84 | 7 |
| Netherlands | 2017 | 82 | 8 |
| Netherlands | 2018 | 82 | 8 |
| Netherlands | 2019 | 82 | 8 |
| Netherlands | 2020 | 82 | 8 |
| Netherlands | 2021 | 82 | 8 |
| Luxembourg | 2017 | 82 | 8 |
| Luxembourg | 2018 | 81 | 9 |
| Luxembourg | 2019 | 80 | 9 |
| Luxembourg | 2020 | 80 | 9 |
| Luxembourg | 2021 | 81 | 9 |
| Germany | 2017 | 81 | 12 |
| Germany | 2018 | 80 | 11 |
| Germany | 2019 | 80 | 9 |
| Germany | 2020 | 80 | 9 |
| Germany | 2021 | 80 | 10 |
| United Kingdom | 2017 | 82 | 8 |
| United Kingdom | 2018 | 80 | 11 |
| United Kingdom | 2019 | 77 | 12 |
| United Kingdom | 2020 | 77 | 11 |
| United Kingdom | 2021 | 78 | 11 |
| Hong Kong | 2017 | 77 | 13 |
| Hong Kong | 2018 | 76 | 14 |
| Hong Kong | 2019 | 76 | 16 |
| Hong Kong | 2020 | 77 | 11 |
| Hong Kong | 2021 | 76 | 12 |
| Canada | 2017 | 82 | 8 |
| Canada | 2018 | 81 | 9 |
| Canada | 2019 | 77 | 12 |
| Canada | 2020 | 77 | 11 |
| Canada | 2021 | 74 | 13 |
| Austria | 2017 | 75 | 16 |
| Austria | 2018 | 76 | 14 |
| Austria | 2019 | 77 | 12 |
| Austria | 2020 | 76 | 15 |
| Austria | 2021 | 74 | 13 |
| Estonia | 2017 | 71 | 21 |
| Estonia | 2018 | 73 | 18 |
| Estonia | 2019 | 74 | 18 |
| Estonia | 2020 | 75 | 17 |
| Estonia | 2021 | 74 | 13 |
| Iceland | 2017 | 77 | 13 |
| Iceland | 2018 | 76 | 14 |
| Iceland | 2019 | 78 | 11 |
| Iceland | 2020 | 75 | 17 |
| Iceland | 2021 | 74 | 13 |
| Ireland | 2017 | 74 | 19 |
| Ireland | 2018 | 73 | 18 |
| Ireland | 2019 | 74 | 18 |
| Ireland | 2020 | 72 | 20 |
| Ireland | 2021 | 74 | 13 |
| Australia | 2017 | 77 | 13 |
| Australia | 2018 | 77 | 13 |
| Australia | 2019 | 77 | 12 |
| Australia | 2020 | 77 | 11 |
| Australia | 2021 | 73 | 18 |
| Belgium | 2017 | 75 | 16 |
| Belgium | 2018 | 75 | 17 |
| Belgium | 2019 | 75 | 17 |
| Belgium | 2020 | 76 | 15 |
| Belgium | 2021 | 73 | 18 |
| Japan | 2017 | 73 | 20 |
| Japan | 2018 | 73 | 18 |
| Japan | 2019 | 73 | 20 |
| Japan | 2020 | 74 | 19 |
| Japan | 2021 | 73 | 18 |
| Uruguay | 2017 | 70 | 23 |
| Uruguay | 2018 | 70 | 23 |
| Uruguay | 2019 | 71 | 21 |
| Uruguay | 2020 | 71 | 21 |
| Uruguay | 2021 | 73 | 18 |
| France | 2017 | 70 | 23 |
| France | 2018 | 72 | 21 |
| France | 2019 | 69 | 23 |
| France | 2020 | 69 | 23 |
| France | 2021 | 71 | 22 |
| Seychelles | 2017 | 60 | 36 |
| Seychelles | 2018 | 66 | 28 |
| Seychelles | 2019 | 66 | 27 |
| Seychelles | 2020 | 66 | 27 |
| Seychelles | 2021 | 70 | 23 |
| United Arab Emirates | 2017 | 71 | 21 |
| United Arab Emirates | 2018 | 70 | 23 |
| United Arab Emirates | 2019 | 71 | 21 |
| United Arab Emirates | 2020 | 71 | 21 |
| United Arab Emirates | 2021 | 69 | 24 |
| Bhutan | 2017 | 67 | 26 |
| Bhutan | 2018 | 68 | 25 |
| Bhutan | 2019 | 68 | 25 |
| Bhutan | 2020 | 68 | 24 |
| Bhutan | 2021 | 68 | 25 |
| Taiwan | 2017 | 63 | 29 |
| Taiwan | 2018 | 63 | 31 |
| Taiwan | 2019 | 65 | 28 |
| Taiwan | 2020 | 65 | 28 |
| Taiwan | 2021 | 68 | 25 |
| Chile | 2017 | 67 | 26 |
| Chile | 2018 | 67 | 27 |
| Chile | 2019 | 67 | 26 |
| Chile | 2020 | 67 | 25 |
| Chile | 2021 | 67 | 27 |
| United States of America | 2017 | 75 | 16 |
| United States of America | 2018 | 71 | 22 |
| United States of America | 2019 | 69 | 23 |
| United States of America | 2020 | 67 | 25 |
| United States of America | 2021 | 67 | 27 |
| Barbados | 2017 | 68 | 25 |
| Barbados | 2018 | 68 | 25 |
| Barbados | 2019 | 62 | 30 |
| Barbados | 2020 | 64 | 29 |
| Barbados | 2021 | 65 | 29 |
| Bahamas | 2017 | 65 | 28 |
| Bahamas | 2018 | 65 | 29 |
| Bahamas | 2019 | 64 | 29 |
| Bahamas | 2020 | 63 | 30 |
| Bahamas | 2021 | 64 | 30 |
| Qatar | 2017 | 63 | 29 |
| Qatar | 2018 | 62 | 33 |
| Qatar | 2019 | 62 | 30 |
| Qatar | 2020 | 63 | 30 |
| Qatar | 2021 | 63 | 31 |
| Korea, South | 2017 | 54 | 51 |
| Korea, South | 2018 | 57 | 45 |
| Korea, South | 2019 | 59 | 39 |
| Korea, South | 2020 | 61 | 33 |
| Korea, South | 2021 | 62 | 32 |
| Portugal | 2017 | 63 | 29 |
| Portugal | 2018 | 64 | 30 |
| Portugal | 2019 | 62 | 30 |
| Portugal | 2020 | 61 | 33 |
| Portugal | 2021 | 62 | 32 |
| Spain | 2017 | 57 | 42 |
| Spain | 2018 | 58 | 41 |
| Spain | 2019 | 62 | 30 |
| Spain | 2020 | 62 | 32 |
| Spain | 2021 | 61 | 34 |
| Lithuania | 2017 | 59 | 38 |
| Lithuania | 2018 | 59 | 38 |
| Lithuania | 2019 | 60 | 35 |
| Lithuania | 2020 | 60 | 35 |
| Lithuania | 2021 | 61 | 34 |
| Israel | 2017 | 62 | 32 |
| Israel | 2018 | 61 | 34 |
| Israel | 2019 | 60 | 35 |
| Israel | 2020 | 60 | 35 |
| Israel | 2021 | 59 | 36 |
| Saint Vincent and the Grenadines | 2017 | 58 | 40 |
| Saint Vincent and the Grenadines | 2018 | 58 | 41 |
| Saint Vincent and the Grenadines | 2019 | 59 | 39 |
| Saint Vincent and the Grenadines | 2020 | 59 | 40 |
| Saint Vincent and the Grenadines | 2021 | 59 | 36 |
| Latvia | 2017 | 58 | 40 |
| Latvia | 2018 | 58 | 41 |
| Latvia | 2019 | 56 | 44 |
| Latvia | 2020 | 57 | 42 |
| Latvia | 2021 | 59 | 36 |
| Cabo Verde | 2017 | 55 | 48 |
| Cabo Verde | 2018 | 57 | 45 |
| Cabo Verde | 2019 | 58 | 41 |
| Cabo Verde | 2020 | 58 | 41 |
| Cabo Verde | 2021 | 58 | 39 |
| Costa Rica | 2017 | 59 | 38 |
| Costa Rica | 2018 | 56 | 48 |
| Costa Rica | 2019 | 56 | 44 |
| Costa Rica | 2020 | 57 | 42 |
| Costa Rica | 2021 | 58 | 39 |
| Slovenia | 2017 | 61 | 34 |
| Slovenia | 2018 | 60 | 36 |
| Slovenia | 2019 | 60 | 35 |
| Slovenia | 2020 | 60 | 35 |
| Slovenia | 2021 | 57 | 41 |
| Poland | 2017 | 60 | 36 |
| Poland | 2018 | 60 | 36 |
| Poland | 2019 | 58 | 41 |
| Poland | 2020 | 56 | 45 |
| Poland | 2021 | 56 | 42 |
| Saint Lucia | 2017 | 55 | 48 |
| Saint Lucia | 2018 | 55 | 50 |
| Saint Lucia | 2019 | 55 | 48 |
| Saint Lucia | 2020 | 56 | 45 |
| Saint Lucia | 2021 | 56 | 42 |
| Italy | 2017 | 50 | 54 |
| Italy | 2018 | 52 | 53 |
| Italy | 2019 | 53 | 51 |
| Italy | 2020 | 53 | 52 |
| Italy | 2021 | 56 | 42 |
| Fiji | 2017 | ||
| Fiji | 2018 | ||
| Fiji | 2019 | ||
| Fiji | 2020 | ||
| Fiji | 2021 | 55 | 45 |
| Botswana | 2017 | 61 | 34 |
| Botswana | 2018 | 61 | 34 |
| Botswana | 2019 | 61 | 34 |
| Botswana | 2020 | 60 | 35 |
| Botswana | 2021 | 55 | 45 |
| Georgia | 2017 | 56 | 46 |
| Georgia | 2018 | 58 | 41 |
| Georgia | 2019 | 56 | 44 |
| Georgia | 2020 | 56 | 45 |
| Georgia | 2021 | 55 | 45 |
| Dominica | 2017 | 57 | 42 |
| Dominica | 2018 | 57 | 45 |
| Dominica | 2019 | 55 | 48 |
| Dominica | 2020 | 55 | 48 |
| Dominica | 2021 | 55 | 45 |
| Czechia | 2017 | 57 | 42 |
| Czechia | 2018 | 59 | 38 |
| Czechia | 2019 | 56 | 44 |
| Czechia | 2020 | 54 | 49 |
| Czechia | 2021 | 54 | 49 |
| Malta | 2017 | 56 | 46 |
| Malta | 2018 | 54 | 51 |
| Malta | 2019 | 54 | 50 |
| Malta | 2020 | 53 | 52 |
| Malta | 2021 | 54 | 49 |
| Mauritius | 2017 | 50 | 54 |
| Mauritius | 2018 | 51 | 56 |
| Mauritius | 2019 | 52 | 56 |
| Mauritius | 2020 | 53 | 52 |
| Mauritius | 2021 | 54 | 49 |
| Cyprus | 2017 | 57 | 42 |
| Cyprus | 2018 | 59 | 38 |
| Cyprus | 2019 | 58 | 41 |
| Cyprus | 2020 | 57 | 42 |
| Cyprus | 2021 | 53 | 52 |
| Rwanda | 2017 | 55 | 48 |
| Rwanda | 2018 | 56 | 48 |
| Rwanda | 2019 | 53 | 51 |
| Rwanda | 2020 | 54 | 49 |
| Rwanda | 2021 | 53 | 52 |
| Grenada | 2017 | 52 | 52 |
| Grenada | 2018 | 52 | 53 |
| Grenada | 2019 | 53 | 51 |
| Grenada | 2020 | 53 | 52 |
| Grenada | 2021 | 53 | 52 |
| Saudi Arabia | 2017 | 49 | 57 |
| Saudi Arabia | 2018 | 49 | 58 |
| Saudi Arabia | 2019 | 53 | 51 |
| Saudi Arabia | 2020 | 53 | 52 |
| Saudi Arabia | 2021 | 53 | 52 |
| Oman | 2017 | 44 | 68 |
| Oman | 2018 | 52 | 53 |
| Oman | 2019 | 52 | 56 |
| Oman | 2020 | 54 | 49 |
| Oman | 2021 | 52 | 56 |
| Slovakia | 2017 | 50 | 54 |
| Slovakia | 2018 | 50 | 57 |
| Slovakia | 2019 | 50 | 59 |
| Slovakia | 2020 | 49 | 60 |
| Slovakia | 2021 | 52 | 56 |
| Namibia | 2017 | 51 | 53 |
| Namibia | 2018 | 53 | 52 |
| Namibia | 2019 | 52 | 56 |
| Namibia | 2020 | 51 | 57 |
| Namibia | 2021 | 49 | 58 |
| Greece | 2017 | 48 | 59 |
| Greece | 2018 | 45 | 67 |
| Greece | 2019 | 48 | 60 |
| Greece | 2020 | 50 | 59 |
| Greece | 2021 | 49 | 58 |
| Armenia | 2017 | 35 | 107 |
| Armenia | 2018 | 35 | 105 |
| Armenia | 2019 | 42 | 77 |
| Armenia | 2020 | 49 | 60 |
| Armenia | 2021 | 49 | 58 |
| Jordan | 2017 | 48 | 59 |
| Jordan | 2018 | 49 | 58 |
| Jordan | 2019 | 48 | 60 |
| Jordan | 2020 | 49 | 60 |
| Jordan | 2021 | 49 | 58 |
| Malaysia | 2017 | 47 | 62 |
| Malaysia | 2018 | 47 | 61 |
| Malaysia | 2019 | 53 | 51 |
| Malaysia | 2020 | 51 | 57 |
| Malaysia | 2021 | 48 | 62 |
| Croatia | 2017 | 49 | 57 |
| Croatia | 2018 | 48 | 60 |
| Croatia | 2019 | 47 | 63 |
| Croatia | 2020 | 47 | 63 |
| Croatia | 2021 | 47 | 63 |
| Cuba | 2017 | 47 | 62 |
| Cuba | 2018 | 47 | 61 |
| Cuba | 2019 | 48 | 60 |
| Cuba | 2020 | 47 | 63 |
| Cuba | 2021 | 46 | 64 |
| Montenegro | 2017 | 46 | 64 |
| Montenegro | 2018 | 45 | 67 |
| Montenegro | 2019 | 45 | 66 |
| Montenegro | 2020 | 45 | 67 |
| Montenegro | 2021 | 46 | 64 |
| Sao Tome and Principe | 2017 | 46 | 64 |
| Sao Tome and Principe | 2018 | 46 | 64 |
| Sao Tome and Principe | 2019 | 46 | 64 |
| Sao Tome and Principe | 2020 | 47 | 63 |
| Sao Tome and Principe | 2021 | 45 | 66 |
| Romania | 2017 | 48 | 59 |
| Romania | 2018 | 47 | 61 |
| Romania | 2019 | 44 | 70 |
| Romania | 2020 | 44 | 69 |
| Romania | 2021 | 45 | 66 |
| Vanuatu | 2017 | 43 | 71 |
| Vanuatu | 2018 | 46 | 64 |
| Vanuatu | 2019 | 46 | 64 |
| Vanuatu | 2020 | 43 | 75 |
| Vanuatu | 2021 | 45 | 66 |
| China | 2017 | 41 | 77 |
| China | 2018 | 39 | 87 |
| China | 2019 | 41 | 80 |
| China | 2020 | 42 | 78 |
| China | 2021 | 45 | 66 |
| Jamaica | 2017 | 44 | 68 |
| Jamaica | 2018 | 44 | 70 |
| Jamaica | 2019 | 43 | 74 |
| Jamaica | 2020 | 44 | 69 |
| Jamaica | 2021 | 44 | 70 |
| South Africa | 2017 | 43 | 71 |
| South Africa | 2018 | 43 | 73 |
| South Africa | 2019 | 44 | 70 |
| South Africa | 2020 | 44 | 69 |
| South Africa | 2021 | 44 | 70 |
| Tunisia | 2017 | 42 | 74 |
| Tunisia | 2018 | 43 | 73 |
| Tunisia | 2019 | 43 | 74 |
| Tunisia | 2020 | 44 | 69 |
| Tunisia | 2021 | 44 | 70 |
| Senegal | 2017 | 45 | 66 |
| Senegal | 2018 | 45 | 67 |
| Senegal | 2019 | 45 | 66 |
| Senegal | 2020 | 45 | 67 |
| Senegal | 2021 | 43 | 73 |
| Hungary | 2017 | 45 | 66 |
| Hungary | 2018 | 46 | 64 |
| Hungary | 2019 | 44 | 70 |
| Hungary | 2020 | 44 | 69 |
| Hungary | 2021 | 43 | 73 |
| Ghana | 2017 | 40 | 81 |
| Ghana | 2018 | 41 | 78 |
| Ghana | 2019 | 41 | 80 |
| Ghana | 2020 | 43 | 75 |
| Ghana | 2021 | 43 | 73 |
| Kuwait | 2017 | 39 | 85 |
| Kuwait | 2018 | 41 | 78 |
| Kuwait | 2019 | 40 | 85 |
| Kuwait | 2020 | 42 | 78 |
| Kuwait | 2021 | 43 | 73 |
| Solomon Islands | 2017 | 39 | 85 |
| Solomon Islands | 2018 | 44 | 70 |
| Solomon Islands | 2019 | 42 | 77 |
| Solomon Islands | 2020 | 42 | 78 |
| Solomon Islands | 2021 | 43 | 73 |
| Bulgaria | 2017 | 43 | 71 |
| Bulgaria | 2018 | 42 | 77 |
| Bulgaria | 2019 | 43 | 74 |
| Bulgaria | 2020 | 44 | 69 |
| Bulgaria | 2021 | 42 | 78 |
| Bahrain | 2017 | 36 | 103 |
| Bahrain | 2018 | 36 | 99 |
| Bahrain | 2019 | 42 | 77 |
| Bahrain | 2020 | 42 | 78 |
| Bahrain | 2021 | 42 | 78 |
| Benin | 2017 | 39 | 85 |
| Benin | 2018 | 40 | 85 |
| Benin | 2019 | 41 | 80 |
| Benin | 2020 | 41 | 83 |
| Benin | 2021 | 42 | 78 |
| Burkina Faso | 2017 | 42 | 74 |
| Burkina Faso | 2018 | 41 | 78 |
| Burkina Faso | 2019 | 40 | 85 |
| Burkina Faso | 2020 | 40 | 86 |
| Burkina Faso | 2021 | 42 | 78 |
| Belarus | 2017 | 44 | 68 |
| Belarus | 2018 | 44 | 70 |
| Belarus | 2019 | 45 | 66 |
| Belarus | 2020 | 47 | 63 |
| Belarus | 2021 | 41 | 82 |
| Timor-Leste | 2017 | 38 | 91 |
| Timor-Leste | 2018 | 35 | 105 |
| Timor-Leste | 2019 | 38 | 93 |
| Timor-Leste | 2020 | 40 | 86 |
| Timor-Leste | 2021 | 41 | 82 |
| Trinidad and Tobago | 2017 | 41 | 77 |
| Trinidad and Tobago | 2018 | 41 | 78 |
| Trinidad and Tobago | 2019 | 40 | 85 |
| Trinidad and Tobago | 2020 | 40 | 86 |
| Trinidad and Tobago | 2021 | 41 | 82 |
| Maldives | 2017 | 33 | 112 |
| Maldives | 2018 | 31 | 124 |
| Maldives | 2019 | 29 | 130 |
| Maldives | 2020 | 43 | 75 |
| Maldives | 2021 | 40 | 85 |
| India | 2017 | 40 | 81 |
| India | 2018 | 41 | 78 |
| India | 2019 | 41 | 80 |
| India | 2020 | 40 | 86 |
| India | 2021 | 40 | 85 |
| Guyana | 2017 | 38 | 91 |
| Guyana | 2018 | 37 | 93 |
| Guyana | 2019 | 40 | 85 |
| Guyana | 2020 | 41 | 83 |
| Guyana | 2021 | 39 | 87 |
| Morocco | 2017 | 40 | 81 |
| Morocco | 2018 | 43 | 73 |
| Morocco | 2019 | 41 | 80 |
| Morocco | 2020 | 40 | 86 |
| Morocco | 2021 | 39 | 87 |
| Colombia | 2017 | 37 | 96 |
| Colombia | 2018 | 36 | 99 |
| Colombia | 2019 | 37 | 96 |
| Colombia | 2020 | 39 | 92 |
| Colombia | 2021 | 39 | 87 |
| Ethiopia | 2017 | 35 | 107 |
| Ethiopia | 2018 | 34 | 114 |
| Ethiopia | 2019 | 37 | 96 |
| Ethiopia | 2020 | 38 | 94 |
| Ethiopia | 2021 | 39 | 87 |
| Suriname | 2017 | 41 | 77 |
| Suriname | 2018 | 43 | 73 |
| Suriname | 2019 | 44 | 70 |
| Suriname | 2020 | 38 | 94 |
| Suriname | 2021 | 39 | 87 |
| Tanzania | 2017 | 36 | 103 |
| Tanzania | 2018 | 36 | 99 |
| Tanzania | 2019 | 37 | 96 |
| Tanzania | 2020 | 38 | 94 |
| Tanzania | 2021 | 39 | 87 |
| Kosovo | 2017 | 39 | 85 |
| Kosovo | 2018 | 37 | 93 |
| Kosovo | 2019 | 36 | 101 |
| Kosovo | 2020 | 36 | 104 |
| Kosovo | 2021 | 39 | 87 |
| Vietnam | 2017 | 35 | 107 |
| Vietnam | 2018 | 33 | 117 |
| Vietnam | 2019 | 37 | 96 |
| Vietnam | 2020 | 36 | 104 |
| Vietnam | 2021 | 39 | 87 |
| North Macedonia | 2017 | 35 | 107 |
| North Macedonia | 2018 | 37 | 93 |
| North Macedonia | 2019 | 35 | 106 |
| North Macedonia | 2020 | 35 | 111 |
| North Macedonia | 2021 | 39 | 87 |
| Argentina | 2017 | 39 | 85 |
| Argentina | 2018 | 40 | 85 |
| Argentina | 2019 | 45 | 66 |
| Argentina | 2020 | 42 | 78 |
| Argentina | 2021 | 38 | 96 |
| Lesotho | 2017 | 42 | 74 |
| Lesotho | 2018 | 41 | 78 |
| Lesotho | 2019 | 40 | 85 |
| Lesotho | 2020 | 41 | 83 |
| Lesotho | 2021 | 38 | 96 |
| Turkey | 2017 | 40 | 81 |
| Turkey | 2018 | 41 | 78 |
| Turkey | 2019 | 39 | 91 |
| Turkey | 2020 | 40 | 86 |
| Turkey | 2021 | 38 | 96 |
| Brazil | 2017 | 37 | 96 |
| Brazil | 2018 | 35 | 105 |
| Brazil | 2019 | 35 | 106 |
| Brazil | 2020 | 38 | 94 |
| Brazil | 2021 | 38 | 96 |
| Serbia | 2017 | 41 | 77 |
| Serbia | 2018 | 39 | 87 |
| Serbia | 2019 | 39 | 91 |
| Serbia | 2020 | 38 | 94 |
| Serbia | 2021 | 38 | 96 |
| Indonesia | 2017 | 37 | 96 |
| Indonesia | 2018 | 38 | 89 |
| Indonesia | 2019 | 40 | 85 |
| Indonesia | 2020 | 37 | 102 |
| Indonesia | 2021 | 38 | 96 |
| Kazakhstan | 2017 | 31 | 122 |
| Kazakhstan | 2018 | 31 | 124 |
| Kazakhstan | 2019 | 34 | 113 |
| Kazakhstan | 2020 | 38 | 94 |
| Kazakhstan | 2021 | 37 | 102 |
| Sri Lanka | 2017 | 38 | 91 |
| Sri Lanka | 2018 | 38 | 89 |
| Sri Lanka | 2019 | 38 | 93 |
| Sri Lanka | 2020 | 38 | 94 |
| Sri Lanka | 2021 | 37 | 102 |
| Gambia | 2017 | 30 | 130 |
| Gambia | 2018 | 37 | 93 |
| Gambia | 2019 | 37 | 96 |
| Gambia | 2020 | 37 | 102 |
| Gambia | 2021 | 37 | 102 |
| Ecuador | 2017 | 32 | 117 |
| Ecuador | 2018 | 34 | 114 |
| Ecuador | 2019 | 38 | 93 |
| Ecuador | 2020 | 39 | 92 |
| Ecuador | 2021 | 36 | 105 |
| Peru | 2017 | 37 | 96 |
| Peru | 2018 | 35 | 105 |
| Peru | 2019 | 36 | 101 |
| Peru | 2020 | 38 | 94 |
| Peru | 2021 | 36 | 105 |
| Cote d'Ivoire | 2017 | 36 | 103 |
| Cote d'Ivoire | 2018 | 35 | 105 |
| Cote d'Ivoire | 2019 | 35 | 106 |
| Cote d'Ivoire | 2020 | 36 | 104 |
| Cote d'Ivoire | 2021 | 36 | 105 |
| Panama | 2017 | 37 | 96 |
| Panama | 2018 | 37 | 93 |
| Panama | 2019 | 36 | 101 |
| Panama | 2020 | 35 | 111 |
| Panama | 2021 | 36 | 105 |
| Moldova | 2017 | 31 | 122 |
| Moldova | 2018 | 33 | 117 |
| Moldova | 2019 | 32 | 120 |
| Moldova | 2020 | 34 | 115 |
| Moldova | 2021 | 36 | 105 |
| Albania | 2017 | 38 | 91 |
| Albania | 2018 | 36 | 99 |
| Albania | 2019 | 35 | 106 |
| Albania | 2020 | 36 | 104 |
| Albania | 2021 | 35 | 110 |
| Thailand | 2017 | 37 | 96 |
| Thailand | 2018 | 36 | 99 |
| Thailand | 2019 | 36 | 101 |
| Thailand | 2020 | 36 | 104 |
| Thailand | 2021 | 35 | 110 |
| Bosnia and Herzegovina | 2017 | 38 | 91 |
| Bosnia and Herzegovina | 2018 | 38 | 89 |
| Bosnia and Herzegovina | 2019 | 36 | 101 |
| Bosnia and Herzegovina | 2020 | 35 | 111 |
| Bosnia and Herzegovina | 2021 | 35 | 110 |
| Mongolia | 2017 | 36 | 103 |
| Mongolia | 2018 | 37 | 93 |
| Mongolia | 2019 | 35 | 106 |
| Mongolia | 2020 | 35 | 111 |
| Mongolia | 2021 | 35 | 110 |
| Malawi | 2017 | 31 | 122 |
| Malawi | 2018 | 32 | 120 |
| Malawi | 2019 | 31 | 123 |
| Malawi | 2020 | 30 | 129 |
| Malawi | 2021 | 35 | 110 |
| El Salvador | 2017 | 33 | 112 |
| El Salvador | 2018 | 35 | 105 |
| El Salvador | 2019 | 34 | 113 |
| El Salvador | 2020 | 36 | 104 |
| El Salvador | 2021 | 34 | 115 |
| Sierra Leone | 2017 | 30 | 130 |
| Sierra Leone | 2018 | 30 | 129 |
| Sierra Leone | 2019 | 33 | 119 |
| Sierra Leone | 2020 | 33 | 117 |
| Sierra Leone | 2021 | 34 | 115 |
| Algeria | 2017 | 33 | 112 |
| Algeria | 2018 | 35 | 105 |
| Algeria | 2019 | 35 | 106 |
| Algeria | 2020 | 36 | 104 |
| Algeria | 2021 | 33 | 117 |
| Philippines | 2017 | 34 | 111 |
| Philippines | 2018 | 36 | 99 |
| Philippines | 2019 | 34 | 113 |
| Philippines | 2020 | 34 | 115 |
| Philippines | 2021 | 33 | 117 |
| Egypt | 2017 | 32 | 117 |
| Egypt | 2018 | 35 | 105 |
| Egypt | 2019 | 35 | 106 |
| Egypt | 2020 | 33 | 117 |
| Egypt | 2021 | 33 | 117 |
| Nepal | 2017 | 31 | 122 |
| Nepal | 2018 | 31 | 124 |
| Nepal | 2019 | 34 | 113 |
| Nepal | 2020 | 33 | 117 |
| Nepal | 2021 | 33 | 117 |
| Zambia | 2017 | 37 | 96 |
| Zambia | 2018 | 35 | 105 |
| Zambia | 2019 | 34 | 113 |
| Zambia | 2020 | 33 | 117 |
| Zambia | 2021 | 33 | 117 |
| Eswatini | 2017 | 39 | 85 |
| Eswatini | 2018 | 38 | 89 |
| Eswatini | 2019 | 34 | 113 |
| Eswatini | 2020 | 33 | 117 |
| Eswatini | 2021 | 32 | 122 |
| Ukraine | 2017 | 30 | 130 |
| Ukraine | 2018 | 32 | 120 |
| Ukraine | 2019 | 30 | 126 |
| Ukraine | 2020 | 33 | 117 |
| Ukraine | 2021 | 32 | 122 |
| Niger | 2017 | 33 | 112 |
| Niger | 2018 | 34 | 114 |
| Niger | 2019 | 32 | 120 |
| Niger | 2020 | 32 | 123 |
| Niger | 2021 | 31 | 124 |
| Mexico | 2017 | 29 | 135 |
| Mexico | 2018 | 28 | 138 |
| Mexico | 2019 | 29 | 130 |
| Mexico | 2020 | 31 | 124 |
| Mexico | 2021 | 31 | 124 |
| Gabon | 2017 | 32 | 117 |
| Gabon | 2018 | 31 | 124 |
| Gabon | 2019 | 31 | 123 |
| Gabon | 2020 | 30 | 129 |
| Gabon | 2021 | 31 | 124 |
| Papua New Guinea | 2017 | 29 | 135 |
| Papua New Guinea | 2018 | 28 | 138 |
| Papua New Guinea | 2019 | 28 | 137 |
| Papua New Guinea | 2020 | 27 | 142 |
| Papua New Guinea | 2021 | 31 | 124 |
| Bolivia | 2017 | 33 | 112 |
| Bolivia | 2018 | 29 | 132 |
| Bolivia | 2019 | 31 | 123 |
| Bolivia | 2020 | 31 | 124 |
| Bolivia | 2021 | 30 | 128 |
| Kenya | 2017 | 28 | 143 |
| Kenya | 2018 | 27 | 144 |
| Kenya | 2019 | 28 | 137 |
| Kenya | 2020 | 31 | 124 |
| Kenya | 2021 | 30 | 128 |
| Azerbaijan | 2017 | 31 | 122 |
| Azerbaijan | 2018 | 25 | 152 |
| Azerbaijan | 2019 | 30 | 126 |
| Azerbaijan | 2020 | 30 | 129 |
| Azerbaijan | 2021 | 30 | 128 |
| Laos | 2017 | 29 | 135 |
| Laos | 2018 | 29 | 132 |
| Laos | 2019 | 29 | 130 |
| Laos | 2020 | 29 | 134 |
| Laos | 2021 | 30 | 128 |
| Togo | 2017 | 32 | 117 |
| Togo | 2018 | 30 | 129 |
| Togo | 2019 | 29 | 130 |
| Togo | 2020 | 29 | 134 |
| Togo | 2021 | 30 | 128 |
| Dominican Republic | 2017 | 29 | 135 |
| Dominican Republic | 2018 | 30 | 129 |
| Dominican Republic | 2019 | 28 | 137 |
| Dominican Republic | 2020 | 28 | 137 |
| Dominican Republic | 2021 | 30 | 128 |
| Paraguay | 2017 | 29 | 135 |
| Paraguay | 2018 | 29 | 132 |
| Paraguay | 2019 | 28 | 137 |
| Paraguay | 2020 | 28 | 137 |
| Paraguay | 2021 | 30 | 128 |
| Djibouti | 2017 | 31 | 122 |
| Djibouti | 2018 | 31 | 124 |
| Djibouti | 2019 | 30 | 126 |
| Djibouti | 2020 | 27 | 142 |
| Djibouti | 2021 | 30 | 128 |
| Mali | 2017 | 31 | 122 |
| Mali | 2018 | 32 | 120 |
| Mali | 2019 | 29 | 130 |
| Mali | 2020 | 30 | 129 |
| Mali | 2021 | 29 | 136 |
| Russia | 2017 | 29 | 135 |
| Russia | 2018 | 28 | 138 |
| Russia | 2019 | 28 | 137 |
| Russia | 2020 | 30 | 129 |
| Russia | 2021 | 29 | 136 |
| Liberia | 2017 | 31 | 122 |
| Liberia | 2018 | 32 | 120 |
| Liberia | 2019 | 28 | 137 |
| Liberia | 2020 | 28 | 137 |
| Liberia | 2021 | 29 | 136 |
| Angola | 2017 | 19 | 167 |
| Angola | 2018 | 19 | 165 |
| Angola | 2019 | 26 | 146 |
| Angola | 2020 | 27 | 142 |
| Angola | 2021 | 29 | 136 |
| Pakistan | 2017 | 32 | 117 |
| Pakistan | 2018 | 33 | 117 |
| Pakistan | 2019 | 32 | 120 |
| Pakistan | 2020 | 31 | 124 |
| Pakistan | 2021 | 28 | 140 |
| Mauritania | 2017 | 28 | 143 |
| Mauritania | 2018 | 27 | 144 |
| Mauritania | 2019 | 28 | 137 |
| Mauritania | 2020 | 29 | 134 |
| Mauritania | 2021 | 28 | 140 |
| Myanmar | 2017 | 30 | 130 |
| Myanmar | 2018 | 29 | 132 |
| Myanmar | 2019 | 29 | 130 |
| Myanmar | 2020 | 28 | 137 |
| Myanmar | 2021 | 28 | 140 |
| Uzbekistan | 2017 | 22 | 157 |
| Uzbekistan | 2018 | 23 | 158 |
| Uzbekistan | 2019 | 25 | 153 |
| Uzbekistan | 2020 | 26 | 146 |
| Uzbekistan | 2021 | 28 | 140 |
| Kyrgyzstan | 2017 | 29 | 135 |
| Kyrgyzstan | 2018 | 29 | 132 |
| Kyrgyzstan | 2019 | 30 | 126 |
| Kyrgyzstan | 2020 | 31 | 124 |
| Kyrgyzstan | 2021 | 27 | 144 |
| Uganda | 2017 | 26 | 151 |
| Uganda | 2018 | 26 | 149 |
| Uganda | 2019 | 28 | 137 |
| Uganda | 2020 | 27 | 142 |
| Uganda | 2021 | 27 | 144 |
| Cameroon | 2017 | 25 | 153 |
| Cameroon | 2018 | 25 | 152 |
| Cameroon | 2019 | 25 | 153 |
| Cameroon | 2020 | 25 | 149 |
| Cameroon | 2021 | 27 | 144 |
| Bangladesh | 2017 | 28 | 143 |
| Bangladesh | 2018 | 26 | 149 |
| Bangladesh | 2019 | 26 | 146 |
| Bangladesh | 2020 | 26 | 146 |
| Bangladesh | 2021 | 26 | 147 |
| Madagascar | 2017 | 24 | 155 |
| Madagascar | 2018 | 25 | 152 |
| Madagascar | 2019 | 24 | 158 |
| Madagascar | 2020 | 25 | 149 |
| Madagascar | 2021 | 26 | 147 |
| Mozambique | 2017 | 25 | 153 |
| Mozambique | 2018 | 23 | 158 |
| Mozambique | 2019 | 26 | 146 |
| Mozambique | 2020 | 25 | 149 |
| Mozambique | 2021 | 26 | 147 |
| Guinea | 2017 | 27 | 148 |
| Guinea | 2018 | 28 | 138 |
| Guinea | 2019 | 29 | 130 |
| Guinea | 2020 | 28 | 137 |
| Guinea | 2021 | 25 | 150 |
| Guatemala | 2017 | 28 | 143 |
| Guatemala | 2018 | 27 | 144 |
| Guatemala | 2019 | 26 | 146 |
| Guatemala | 2020 | 25 | 149 |
| Guatemala | 2021 | 25 | 150 |
| Iran | 2017 | 30 | 130 |
| Iran | 2018 | 28 | 138 |
| Iran | 2019 | 26 | 146 |
| Iran | 2020 | 25 | 149 |
| Iran | 2021 | 25 | 150 |
| Tajikistan | 2017 | 21 | 161 |
| Tajikistan | 2018 | 25 | 152 |
| Tajikistan | 2019 | 25 | 153 |
| Tajikistan | 2020 | 25 | 149 |
| Tajikistan | 2021 | 25 | 150 |
| Central African Republic | 2017 | 23 | 156 |
| Central African Republic | 2018 | 26 | 149 |
| Central African Republic | 2019 | 25 | 153 |
| Central African Republic | 2020 | 26 | 146 |
| Central African Republic | 2021 | 24 | 154 |
| Lebanon | 2017 | 28 | 143 |
| Lebanon | 2018 | 28 | 138 |
| Lebanon | 2019 | 28 | 137 |
| Lebanon | 2020 | 25 | 149 |
| Lebanon | 2021 | 24 | 154 |
| Nigeria | 2017 | 27 | 148 |
| Nigeria | 2018 | 27 | 144 |
| Nigeria | 2019 | 26 | 146 |
| Nigeria | 2020 | 25 | 149 |
| Nigeria | 2021 | 24 | 154 |
| Honduras | 2017 | 29 | 135 |
| Honduras | 2018 | 29 | 132 |
| Honduras | 2019 | 26 | 146 |
| Honduras | 2020 | 24 | 157 |
| Honduras | 2021 | 23 | 157 |
| Zimbabwe | 2017 | 22 | 157 |
| Zimbabwe | 2018 | 22 | 160 |
| Zimbabwe | 2019 | 24 | 158 |
| Zimbabwe | 2020 | 24 | 157 |
| Zimbabwe | 2021 | 23 | 157 |
| Cambodia | 2017 | 21 | 161 |
| Cambodia | 2018 | 20 | 161 |
| Cambodia | 2019 | 20 | 162 |
| Cambodia | 2020 | 21 | 160 |
| Cambodia | 2021 | 23 | 157 |
| Iraq | 2017 | 18 | 169 |
| Iraq | 2018 | 18 | 168 |
| Iraq | 2019 | 20 | 162 |
| Iraq | 2020 | 21 | 160 |
| Iraq | 2021 | 23 | 157 |
| Eritrea | 2017 | 20 | 165 |
| Eritrea | 2018 | 24 | 157 |
| Eritrea | 2019 | 23 | 160 |
| Eritrea | 2020 | 21 | 160 |
| Eritrea | 2021 | 22 | 161 |
| Congo | 2017 | 21 | 161 |
| Congo | 2018 | 19 | 165 |
| Congo | 2019 | 19 | 165 |
| Congo | 2020 | 19 | 165 |
| Congo | 2021 | 21 | 162 |
| Guinea Bissau | 2017 | 17 | 171 |
| Guinea Bissau | 2018 | 16 | 172 |
| Guinea Bissau | 2019 | 18 | 168 |
| Guinea Bissau | 2020 | 19 | 165 |
| Guinea Bissau | 2021 | 21 | 162 |
| Nicaragua | 2017 | 26 | 151 |
| Nicaragua | 2018 | 25 | 152 |
| Nicaragua | 2019 | 22 | 161 |
| Nicaragua | 2020 | 22 | 159 |
| Nicaragua | 2021 | 20 | 164 |
| Chad | 2017 | 20 | 165 |
| Chad | 2018 | 19 | 165 |
| Chad | 2019 | 20 | 162 |
| Chad | 2020 | 21 | 160 |
| Chad | 2021 | 20 | 164 |
| Comoros | 2017 | 27 | 148 |
| Comoros | 2018 | 27 | 144 |
| Comoros | 2019 | 25 | 153 |
| Comoros | 2020 | 21 | 160 |
| Comoros | 2021 | 20 | 164 |
| Haiti | 2017 | 22 | 157 |
| Haiti | 2018 | 20 | 161 |
| Haiti | 2019 | 18 | 168 |
| Haiti | 2020 | 18 | 170 |
| Haiti | 2021 | 20 | 164 |
| Sudan | 2017 | 16 | 175 |
| Sudan | 2018 | 16 | 172 |
| Sudan | 2019 | 16 | 173 |
| Sudan | 2020 | 16 | 174 |
| Sudan | 2021 | 20 | 164 |
| Burundi | 2017 | 22 | 157 |
| Burundi | 2018 | 17 | 170 |
| Burundi | 2019 | 19 | 165 |
| Burundi | 2020 | 19 | 165 |
| Burundi | 2021 | 19 | 169 |
| Turkmenistan | 2017 | 19 | 167 |
| Turkmenistan | 2018 | 20 | 161 |
| Turkmenistan | 2019 | 19 | 165 |
| Turkmenistan | 2020 | 19 | 165 |
| Turkmenistan | 2021 | 19 | 169 |
| Democratic Republic of the Congo | 2017 | 21 | 161 |
| Democratic Republic of the Congo | 2018 | 20 | 161 |
| Democratic Republic of the Congo | 2019 | 18 | 168 |
| Democratic Republic of the Congo | 2020 | 18 | 170 |
| Democratic Republic of the Congo | 2021 | 19 | 169 |
| Libya | 2017 | 17 | 171 |
| Libya | 2018 | 17 | 170 |
| Libya | 2019 | 18 | 168 |
| Libya | 2020 | 17 | 173 |
| Libya | 2021 | 17 | 172 |
| Equatorial Guinea | 2017 | 17 | 171 |
| Equatorial Guinea | 2018 | 16 | 172 |
| Equatorial Guinea | 2019 | 16 | 173 |
| Equatorial Guinea | 2020 | 16 | 174 |
| Equatorial Guinea | 2021 | 17 | 172 |
| Afghanistan | 2017 | 15 | 177 |
| Afghanistan | 2018 | 16 | 172 |
| Afghanistan | 2019 | 16 | 173 |
| Afghanistan | 2020 | 19 | 165 |
| Afghanistan | 2021 | 16 | 174 |
| Korea, North | 2017 | 17 | 171 |
| Korea, North | 2018 | 14 | 176 |
| Korea, North | 2019 | 17 | 172 |
| Korea, North | 2020 | 18 | 170 |
| Korea, North | 2021 | 16 | 174 |
| Yemen | 2017 | 16 | 175 |
| Yemen | 2018 | 14 | 176 |
| Yemen | 2019 | 15 | 177 |
| Yemen | 2020 | 15 | 176 |
| Yemen | 2021 | 16 | 174 |
| Venezuela | 2017 | 18 | 169 |
| Venezuela | 2018 | 18 | 168 |
| Venezuela | 2019 | 16 | 173 |
| Venezuela | 2020 | 15 | 176 |
| Venezuela | 2021 | 14 | 177 |
| Syria | 2017 | 14 | 178 |
| Syria | 2018 | 13 | 178 |
| Syria | 2019 | 13 | 178 |
| Syria | 2020 | 14 | 178 |
| Syria | 2021 | 13 | 178 |
| Somalia | 2017 | 9 | 180 |
| Somalia | 2018 | 10 | 180 |
| Somalia | 2019 | 9 | 180 |
| Somalia | 2020 | 12 | 179 |
| Somalia | 2021 | 13 | 178 |
| South Sudan | 2017 | 12 | 179 |
| South Sudan | 2018 | 13 | 178 |
| South Sudan | 2019 | 12 | 179 |
| South Sudan | 2020 | 12 | 179 |
| South Sudan | 2021 | 11 | 180 |
| Brunei Darussalam | 2017 | 62 | 32 |
| Brunei Darussalam | 2018 | 63 | 31 |
| Brunei Darussalam | 2019 | 60 | 35 |
| Brunei Darussalam | 2020 | 60 | 35 |
| Brunei Darussalam | 2021 | ||
| Denmark | 2022 | 90 | 1 |
| New Zealand | 2022 | 87 | 2 |
| Finland | 2022 | 87 | 2 |
| Norway | 2022 | 84 | 4 |
| Singapore | 2022 | 83 | 5 |
| Sweden | 2022 | 83 | 5 |
| Switzerland | 2022 | 82 | 7 |
| Netherlands | 2022 | 80 | 8 |
| Germany | 2022 | 79 | 9 |
| Ireland | 2022 | 77 | 10 |
| Luxembourg | 2022 | 77 | 10 |
| Hong Kong | 2022 | 76 | 12 |
| Australia | 2022 | 75 | 13 |
| Canada | 2022 | 74 | 14 |
| Estonia | 2022 | 74 | 14 |
| Iceland | 2022 | 74 | 14 |
| Uruguay | 2022 | 74 | 14 |
| Belgium | 2022 | 73 | 18 |
| Japan | 2022 | 73 | 18 |
| United Kingdom | 2022 | 73 | 18 |
| France | 2022 | 72 | 21 |
| Austria | 2022 | 71 | 22 |
| Seychelles | 2022 | 70 | 23 |
| United States of America | 2022 | 69 | 24 |
| Bhutan | 2022 | 68 | 25 |
| Taiwan | 2022 | 68 | 25 |
| Chile | 2022 | 67 | 27 |
| United Arab Emirates | 2022 | 67 | 27 |
| Barbados | 2022 | 65 | 29 |
| Bahamas | 2022 | 64 | 30 |
| Israel | 2022 | 63 | 31 |
| Korea, South | 2022 | 63 | 31 |
| Lithuania | 2022 | 62 | 33 |
| Portugal | 2022 | 62 | 33 |
| Botswana | 2022 | 60 | 35 |
| Cabo Verde | 2022 | 60 | 35 |
| Saint Vincent and the Grenadines | 2022 | 60 | 35 |
| Spain | 2022 | 60 | 38 |
| Latvia | 2022 | 59 | 39 |
| Qatar | 2022 | 58 | 40 |
| Czechia | 2022 | 56 | 41 |
| Georgia | 2022 | 56 | 41 |
| Italy | 2022 | 56 | 41 |
| Slovenia | 2022 | 56 | 41 |
| Dominica | 2022 | 55 | 45 |
| Poland | 2022 | 55 | 45 |
| Saint Lucia | 2022 | 55 | 45 |
| Costa Rica | 2022 | 54 | 48 |
| Fiji | 2022 | 53 | 49 |
| Slovakia | 2022 | 53 | 49 |
| Cyprus | 2022 | 52 | 51 |
| Greece | 2022 | 52 | 51 |
| Grenada | 2022 | 52 | 51 |
| Malta | 2022 | 51 | 54 |
| Rwanda | 2022 | 51 | 54 |
| Saudi Arabia | 2022 | 51 | 54 |
| Croatia | 2022 | 50 | 57 |
| Mauritius | 2022 | 50 | 57 |
| Namibia | 2022 | 49 | 59 |
| Vanuatu | 2022 | 48 | 60 |
| Jordan | 2022 | 47 | 61 |
| Malaysia | 2022 | 47 | 61 |
| Armenia | 2022 | 46 | 63 |
| Romania | 2022 | 46 | 63 |
| China | 2022 | 45 | 65 |
| Cuba | 2022 | 45 | 65 |
| Montenegro | 2022 | 45 | 65 |
| Sao Tome and Principe | 2022 | 45 | 65 |
| Bahrain | 2022 | 44 | 69 |
| Jamaica | 2022 | 44 | 69 |
| Oman | 2022 | 44 | 69 |
| Benin | 2022 | 43 | 72 |
| Bulgaria | 2022 | 43 | 72 |
| Ghana | 2022 | 43 | 72 |
| Senegal | 2022 | 43 | 72 |
| South Africa | 2022 | 42 | 76 |
| Burkina Faso | 2022 | 42 | 76 |
| Hungary | 2022 | 42 | 76 |
| Kuwait | 2022 | 42 | 76 |
| Solomon Islands | 2022 | 42 | 76 |
| Timor-Leste | 2022 | 42 | 76 |
| Trinidad and Tobago | 2022 | 42 | 76 |
| Vietnam | 2022 | 42 | 76 |
| Kosovo | 2022 | 41 | 84 |
| Guyana | 2022 | 40 | 85 |
| India | 2022 | 40 | 85 |
| Maldives | 2022 | 40 | 85 |
| North Macedonia | 2022 | 40 | 85 |
| Suriname | 2022 | 40 | 85 |
| Tunisia | 2022 | 40 | 85 |
| Belarus | 2022 | 39 | 91 |
| Colombia | 2022 | 39 | 91 |
| Moldova | 2022 | 39 | 91 |
| Argentina | 2022 | 38 | 94 |
| Brazil | 2022 | 38 | 94 |
| Ethiopia | 2022 | 38 | 94 |
| Morocco | 2022 | 38 | 94 |
| Tanzania | 2022 | 38 | 94 |
| Cote d'Ivoire | 2022 | 37 | 99 |
| Lesotho | 2022 | 37 | 99 |
| Albania | 2022 | 36 | 101 |
| Ecuador | 2022 | 36 | 101 |
| Kazakhstan | 2022 | 36 | 101 |
| Panama | 2022 | 36 | 101 |
| Peru | 2022 | 36 | 101 |
| Serbia | 2022 | 36 | 101 |
| Sri Lanka | 2022 | 36 | 101 |
| Thailand | 2022 | 36 | 101 |
| Turkey | 2022 | 36 | 101 |
| Bosnia and Herzegovina | 2022 | 34 | 110 |
| Gambia | 2022 | 34 | 110 |
| Indonesia | 2022 | 34 | 110 |
| Malawi | 2022 | 34 | 110 |
| Nepal | 2022 | 34 | 110 |
| Sierra Leone | 2022 | 34 | 110 |
| Algeria | 2022 | 33 | 116 |
| Angola | 2022 | 33 | 116 |
| El Salvador | 2022 | 33 | 116 |
| Mongolia | 2022 | 33 | 116 |
| Philippines | 2022 | 33 | 116 |
| Ukraine | 2022 | 33 | 116 |
| Zambia | 2022 | 33 | 116 |
| Dominican Republic | 2022 | 32 | 123 |
| Kenya | 2022 | 32 | 123 |
| Niger | 2022 | 32 | 123 |
| Bolivia | 2022 | 31 | 126 |
| Laos | 2022 | 31 | 126 |
| Mexico | 2022 | 31 | 126 |
| Uzbekistan | 2022 | 31 | 126 |
| Djibouti | 2022 | 30 | 130 |
| Egypt | 2022 | 30 | 130 |
| Eswatini | 2022 | 30 | 130 |
| Mauritania | 2022 | 30 | 130 |
| Papua New Guinea | 2022 | 30 | 130 |
| Togo | 2022 | 30 | 130 |
| Gabon | 2022 | 29 | 136 |
| Mali | 2022 | 28 | 137 |
| Paraguay | 2022 | 28 | 137 |
| Russia | 2022 | 28 | 137 |
| Kyrgyzstan | 2022 | 27 | 140 |
| Pakistan | 2022 | 27 | 140 |
| Cameroon | 2022 | 26 | 142 |
| Liberia | 2022 | 26 | 142 |
| Madagascar | 2022 | 26 | 142 |
| Mozambique | 2022 | 26 | 142 |
| Uganda | 2022 | 26 | 142 |
| Bangladesh | 2022 | 25 | 147 |
| Guinea | 2022 | 25 | 147 |
| Iran | 2022 | 25 | 147 |
| Afghanistan | 2022 | 24 | 150 |
| Cambodia | 2022 | 24 | 150 |
| Central African Republic | 2022 | 24 | 150 |
| Guatemala | 2022 | 24 | 150 |
| Lebanon | 2022 | 24 | 150 |
| Nigeria | 2022 | 24 | 150 |
| Tajikistan | 2022 | 24 | 150 |
| Azerbaijan | 2022 | 23 | 157 |
| Honduras | 2022 | 23 | 157 |
| Iraq | 2022 | 23 | 157 |
| Myanmar | 2022 | 23 | 157 |
| Zimbabwe | 2022 | 22 | 161 |
| Eritrea | 2022 | 22 | 161 |
| Sudan | 2022 | 22 | 161 |
| Congo | 2022 | 21 | 164 |
| Guinea Bissau | 2022 | 21 | 164 |
| Democratic Republic of the Congo | 2022 | 20 | 166 |
| Chad | 2022 | 19 | 167 |
| Comoros | 2022 | 19 | 167 |
| Nicaragua | 2022 | 19 | 167 |
| Turkmenistan | 2022 | 19 | 167 |
| Burundi | 2022 | 17 | 171 |
| Equatorial Guinea | 2022 | 17 | 171 |
| Haiti | 2022 | 17 | 171 |
| Korea, North | 2022 | 17 | 171 |
| Libya | 2022 | 17 | 171 |
| Yemen | 2022 | 16 | 176 |
| Venezuela | 2022 | 14 | 177 |
| South Sudan | 2022 | 13 | 178 |
| Syria | 2022 | 13 | 178 |
| Somalia | 2022 | 12 | 180 |
| Brunei Darussalam | 2022 | ||
| Denmark | 2023 | 90 | 1 |
| Finland | 2023 | 87 | 2 |
| New Zealand | 2023 | 85 | 3 |
| Norway | 2023 | 84 | 4 |
| Singapore | 2023 | 83 | 5 |
| Sweden | 2023 | 82 | 6 |
| Switzerland | 2023 | 82 | 6 |
| Netherlands | 2023 | 79 | 8 |
| Germany | 2023 | 78 | 9 |
| Luxembourg | 2023 | 78 | 9 |
| Ireland | 2023 | 77 | 11 |
| Canada | 2023 | 76 | 12 |
| Estonia | 2023 | 76 | 12 |
| Hong Kong | 2023 | 75 | 14 |
| Australia | 2023 | 75 | 14 |
| Uruguay | 2023 | 73 | 16 |
| Belgium | 2023 | 73 | 16 |
| Japan | 2023 | 73 | 16 |
| Iceland | 2023 | 72 | 19 |
| United Kingdom | 2023 | 71 | 20 |
| France | 2023 | 71 | 20 |
| Austria | 2023 | 71 | 20 |
| Seychelles | 2023 | 71 | 20 |
| United States of America | 2023 | 69 | 24 |
| Barbados | 2023 | 69 | 24 |
| Bhutan | 2023 | 68 | 26 |
| United Arab Emirates | 2023 | 68 | 26 |
| Taiwan | 2023 | 67 | 28 |
| Chile | 2023 | 66 | 29 |
| Bahamas | 2023 | 64 | 30 |
| Cabo Verde | 2023 | 64 | 30 |
| Korea, South | 2023 | 63 | 32 |
| Israel | 2023 | 62 | 33 |
| Lithuania | 2023 | 61 | 34 |
| Portugal | 2023 | 61 | 34 |
| Saint Vincent and the Grenadines | 2023 | 60 | 36 |
| Spain | 2023 | 60 | 36 |
| Latvia | 2023 | 60 | 36 |
| Botswana | 2023 | 59 | 39 |
| Qatar | 2023 | 58 | 40 |
| Czechia | 2023 | 57 | 41 |
| Italy | 2023 | 56 | 42 |
| Slovenia | 2023 | 56 | 42 |
| Dominica | 2023 | 56 | 42 |
| Saint Lucia | 2023 | 55 | 45 |
| Costa Rica | 2023 | 55 | 45 |
| Poland | 2023 | 54 | 47 |
| Slovakia | 2023 | 54 | 47 |
| Georgia | 2023 | 53 | 49 |
| Cyprus | 2023 | 53 | 49 |
| Grenada | 2023 | 53 | 49 |
| Rwanda | 2023 | 53 | 49 |
| Fiji | 2023 | 52 | 53 |
| Saudi Arabia | 2023 | 52 | 53 |
| Malta | 2023 | 51 | 55 |
| Mauritius | 2023 | 51 | 55 |
| Croatia | 2023 | 50 | 57 |
| Malaysia | 2023 | 50 | 57 |
| Greece | 2023 | 49 | 59 |
| Namibia | 2023 | 49 | 59 |
| Vanuatu | 2023 | 48 | 61 |
| Armenia | 2023 | 47 | 62 |
| Jordan | 2023 | 46 | 63 |
| Romania | 2023 | 46 | 63 |
| Montenegro | 2023 | 46 | 63 |
| Kuwait | 2023 | 46 | 63 |
| Sao Tome and Principe | 2023 | 45 | 67 |
| Bulgaria | 2023 | 45 | 67 |
| Jamaica | 2023 | 44 | 69 |
| Oman | 2023 | 43 | 70 |
| Benin | 2023 | 43 | 70 |
| Ghana | 2023 | 43 | 70 |
| Senegal | 2023 | 43 | 70 |
| Solomon Islands | 2023 | 43 | 70 |
| Timor-Leste | 2023 | 43 | 70 |
| China | 2023 | 42 | 76 |
| Cuba | 2023 | 42 | 76 |
| Bahrain | 2023 | 42 | 76 |
| Hungary | 2023 | 42 | 76 |
| Trinidad and Tobago | 2023 | 42 | 76 |
| North Macedonia | 2023 | 42 | 76 |
| Moldova | 2023 | 42 | 76 |
| South Africa | 2023 | 41 | 83 |
| Burkina Faso | 2023 | 41 | 83 |
| Vietnam | 2023 | 41 | 83 |
| Kosovo | 2023 | 41 | 83 |
| Guyana | 2023 | 40 | 87 |
| Suriname | 2023 | 40 | 87 |
| Tunisia | 2023 | 40 | 87 |
| Colombia | 2023 | 40 | 87 |
| Tanzania | 2023 | 40 | 87 |
| India | 2023 | 39 | 93 |
| Maldives | 2023 | 39 | 93 |
| Lesotho | 2023 | 39 | 93 |
| Kazakhstan | 2023 | 39 | 93 |
| Morocco | 2023 | 38 | 97 |
| Belarus | 2023 | 37 | 98 |
| Argentina | 2023 | 37 | 98 |
| Ethiopia | 2023 | 37 | 98 |
| Albania | 2023 | 37 | 98 |
| Gambia | 2023 | 37 | 98 |
| Zambia | 2023 | 37 | 98 |
| Brazil | 2023 | 36 | 104 |
| Serbia | 2023 | 36 | 104 |
| Algeria | 2023 | 36 | 104 |
| Ukraine | 2023 | 36 | 104 |
| Panama | 2023 | 35 | 108 |
| Thailand | 2023 | 35 | 108 |
| Bosnia and Herzegovina | 2023 | 35 | 108 |
| Nepal | 2023 | 35 | 108 |
| Sierra Leone | 2023 | 35 | 108 |
| Dominican Republic | 2023 | 35 | 108 |
| Egypt | 2023 | 35 | 108 |
| Ecuador | 2023 | 34 | 115 |
| Sri Lanka | 2023 | 34 | 115 |
| Turkey | 2023 | 34 | 115 |
| Indonesia | 2023 | 34 | 115 |
| Malawi | 2023 | 34 | 115 |
| Philippines | 2023 | 34 | 115 |
| Peru | 2023 | 33 | 121 |
| Angola | 2023 | 33 | 121 |
| Mongolia | 2023 | 33 | 121 |
| Uzbekistan | 2023 | 33 | 121 |
| Niger | 2023 | 32 | 125 |
| El Salvador | 2023 | 31 | 126 |
| Kenya | 2023 | 31 | 126 |
| Mexico | 2023 | 31 | 126 |
| Togo | 2023 | 31 | 126 |
| Djibouti | 2023 | 30 | 130 |
| Eswatini | 2023 | 30 | 130 |
| Mauritania | 2023 | 30 | 130 |
| Bolivia | 2023 | 29 | 133 |
| Papua New Guinea | 2023 | 29 | 133 |
| Pakistan | 2023 | 29 | 133 |
| Laos | 2023 | 28 | 136 |
| Gabon | 2023 | 28 | 136 |
| Mali | 2023 | 28 | 136 |
| Paraguay | 2023 | 28 | 136 |
| Cameroon | 2023 | 27 | 140 |
| Russia | 2023 | 26 | 141 |
| Kyrgyzstan | 2023 | 26 | 141 |
| Uganda | 2023 | 26 | 141 |
| Guinea | 2023 | 26 | 141 |
| Liberia | 2023 | 25 | 145 |
| Madagascar | 2023 | 25 | 145 |
| Mozambique | 2023 | 25 | 145 |
| Nigeria | 2023 | 25 | 145 |
| Bangladesh | 2023 | 24 | 149 |
| Iran | 2023 | 24 | 149 |
| Central African Republic | 2023 | 24 | 149 |
| Lebanon | 2023 | 24 | 149 |
| Zimbabwe | 2023 | 24 | 149 |
| Guatemala | 2023 | 23 | 154 |
| Azerbaijan | 2023 | 23 | 154 |
| Honduras | 2023 | 23 | 154 |
| Iraq | 2023 | 23 | 154 |
| Cambodia | 2023 | 22 | 158 |
| Congo | 2023 | 22 | 158 |
| Eritrea | 2023 | 21 | 161 |
| Afghanistan | 2023 | 20 | 162 |
| Tajikistan | 2023 | 20 | 162 |
| Myanmar | 2023 | 20 | 162 |
| Sudan | 2023 | 20 | 162 |
| Democratic Republic of the Congo | 2023 | 20 | 162 |
| Chad | 2023 | 20 | 162 |
| Comoros | 2023 | 20 | 162 |
| Burundi | 2023 | 20 | 162 |
| Turkmenistan | 2023 | 18 | 170 |
| Libya | 2023 | 18 | 170 |
| Nicaragua | 2023 | 17 | 172 |
| Equatorial Guinea | 2023 | 17 | 172 |
| Haiti | 2023 | 17 | 172 |
| Korea, North | 2023 | 17 | 172 |
| Yemen | 2023 | 16 | 176 |
| Venezuela | 2023 | 13 | 177 |
| South Sudan | 2023 | 13 | 177 |
| Syria | 2023 | 13 | 177 |
| Somalia | 2023 | 11 | 180 |
| Cote d'Ivoire | 2023 | ||
| Guinea Bissau | 2023 | ||
| Brunei Darussalam | 2023 |
ชื่อชุดข้อมูล |
ดัชนีชี้วัดภาพลักษณ์คอร์รัปชัน (Corruption Perception Index: CPI) |
หมวดหมู่ |
ด้านวิทยาศาสตร์และเทคโนโลยี |
แหล่งที่มาข้อมูล |
Transparency International (TI) |
ปีข้อมูล |
2012 - 2023 |