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Documento

Título : Using data mining to predict secondary school student performance
Data entrada : 20-08-2008
Downloads e ConsultasExport
Ano Downloads Consultas
2008 31,0 49
2009 88,0 123
2010 48,0 68
2011 277,0 93
2012 303,0 97
2013 632,0 143
2014 178,0 177
2015 238,0 300
2016 716,0 856
2017 839,0 914
2018 1.009,0 1.222
2019 1.247,0 1.358
2020 1.269,0 1.314
2021 1.641,0 1.557
2022 1.407,0 1.430
2023 1.224,0 1.420
2024 1.284,0 660
12.431,0 11.781
Downloads e Consultas por ano
Downloads por país (top 10)
Consultas por país (top 10)
Downloads por paísExport
Origem Downloads Perc.(%)
United States United States 2.137,0 16,91
India India 946,0 7,49
United Kingdom United Kingdom 787,0 6,23
N/A N/A 573,0 4,54
Malaysia Malaysia 479,0 3,79
Indonesia Indonesia 436,0 3,45
China China 370,0 2,93
Ireland Ireland 347,0 2,75
Philippines Philippines 331,0 2,62
Canada Canada 326,0 2,58
Pakistan Pakistan 298,0 2,36
Netherlands Netherlands 295,0 2,33
Germany Germany 265,0 2,10
Turkey Turkey 244,0 1,93
Brazil Brazil 243,0 1,92
Australia Australia 236,0 1,87
Portugal Portugal 221,0 1,75
Iran, Islamic Republic of Iran, Islamic Republic of 199,0 1,57
Spain Spain 183,0 1,45
France France 152,0 1,20
Italy Italy 142,0 1,12
Norway Norway 133,0 1,05
Hong Kong Hong Kong 125,0 0,99
Saudi Arabia Saudi Arabia 121,0 0,96
Vietnam Vietnam 120,0 0,95
Korea, Republic of Korea, Republic of 108,0 0,85
Singapore Singapore 105,0 0,83
Mexico Mexico 100,0 0,79
South Africa South Africa 99,0 0,78
Taiwan Taiwan 98,0 0,78
Nigeria Nigeria 95,0 0,75
Thailand Thailand 95,0 0,75
Japan Japan 91,0 0,72
Colombia Colombia 85,0 0,67
Sri Lanka Sri Lanka 85,0 0,67
Greece Greece 75,0 0,59
Chile Chile 71,0 0,56
Russian Federation Russian Federation 70,0 0,55
Belgium Belgium 68,0 0,54
Egypt Egypt 64,0 0,51
Israel Israel 63,0 0,50
Poland Poland 62,0 0,49
Ethiopia Ethiopia 61,0 0,48
United Arab Emirates United Arab Emirates 55,0 0,44
Finland Finland 55,0 0,44
Bangladesh Bangladesh 53,0 0,42
Romania Romania 50,0 0,40
Jordan Jordan 49,0 0,39
Kenya Kenya 49,0 0,39
Switzerland Switzerland 47,0 0,37
Peru Peru 46,0 0,36
Ghana Ghana 44,0 0,35
Denmark Denmark 43,0 0,34
Serbia Serbia 42,0 0,33
Ecuador Ecuador 40,0 0,32
Sweden Sweden 39,0 0,31
Morocco Morocco 38,0 0,30
Austria Austria 35,0 0,28
Palestinian Territory, Occupied Palestinian Territory, Occupied 34,0 0,27
Iraq Iraq 33,0 0,26
Czech Republic Czech Republic 28,0 0,22
Hungary Hungary 27,0 0,21
New Zealand New Zealand 27,0 0,21
Kazakstan Kazakstan 26,0 0,21
Argentina Argentina 24,0 0,19
Croatia Croatia 22,0 0,17
Oman Oman 22,0 0,17
Sudan Sudan 22,0 0,17
Tanzania, United Republic of Tanzania, United Republic of 22,0 0,17
Universidade do Minho Universidade do Minho 18,0 0,14
Ukraine Ukraine 18,0 0,14
Nepal Nepal 17,0 0,13
Bosnia and Herzegovina Bosnia and Herzegovina 15,0 0,12
Fiji Fiji 15,0 0,12
Macau Macau 14,0 0,11
Botswana Botswana 13,0 0,10
Bahrain Bahrain 13,0 0,10
Slovenia Slovenia 12,0 0,09
Qatar Qatar 12,0 0,09
Algeria Algeria 11,0 0,09
Albania Albania 11,0 0,09
Latvia Latvia 11,0 0,09
Estonia Estonia 10,0 0,08
Slovakia Slovakia 9,0 0,07
Zambia Zambia 9,0 0,07
Tunisia Tunisia 9,0 0,07
Cyprus Cyprus 9,0 0,07
Libyan Arab Jamahiriya Libyan Arab Jamahiriya 9,0 0,07
Lithuania Lithuania 8,0 0,06
Kuwait Kuwait 8,0 0,06
Uganda Uganda 8,0 0,06
Cameroon Cameroon 8,0 0,06
Jamaica Jamaica 8,0 0,06
Puerto Rico Puerto Rico 7,0 0,06
Costa Rica Costa Rica 7,0 0,06
Burkina Faso Burkina Faso 7,0 0,06
Brunei Darussalam Brunei Darussalam 7,0 0,06
Syrian Arab Republic Syrian Arab Republic 7,0 0,06
Macedonia Macedonia 7,0 0,06
Cuba Cuba 7,0 0,06
Venezuela Venezuela 7,0 0,06
Paraguay Paraguay 6,0 0,05
Luxembourg Luxembourg 6,0 0,05
Cambodia Cambodia 6,0 0,05
Mauritius Mauritius 6,0 0,05
Bulgaria Bulgaria 6,0 0,05
Zimbabwe Zimbabwe 5,0 0,04
Benin Benin 4,0 0,03
Cote D'Ivoire Cote D'Ivoire 4,0 0,03
Angola Angola 4,0 0,03
Rwanda Rwanda 4,0 0,03
Gibraltar Gibraltar 4,0 0,03
Lebanon Lebanon 4,0 0,03
Malawi Malawi 3,0 0,02
Azerbaijan Azerbaijan 3,0 0,02
Barbados Barbados 3,0 0,02
Malta Malta 3,0 0,02
Myanmar Myanmar 3,0 0,02
El Salvador El Salvador 3,0 0,02
Guatemala Guatemala 3,0 0,02
Georgia Georgia 3,0 0,02
Yemen Yemen 2,0 0,02
Mozambique Mozambique 2,0 0,02
Bermuda Bermuda 2,0 0,02
Namibia Namibia 2,0 0,02
Armenia Armenia 2,0 0,02
Mongolia Mongolia 2,0 0,02
Honduras Honduras 2,0 0,02
Curaçao Curaçao 2,0 0,02
Seychelles Seychelles 2,0 0,02
Trinidad and Tobago Trinidad and Tobago 2,0 0,02
Guyana Guyana 2,0 0,02
Uruguay Uruguay 2,0 0,02
Dominican Republic Dominican Republic 2,0 0,02
Virgin Islands, U.S. Virgin Islands, U.S. 1,0 0,01
Montenegro Montenegro 1,0 0,01
Senegal Senegal 1,0 0,01
Belize Belize 1,0 0,01
Papua New Guinea Papua New Guinea 1,0 0,01
Bolivia Bolivia 1,0 0,01
Moldova, Republic of Moldova, Republic of 1,0 0,01
Bhutan Bhutan 1,0 0,01
Lao People's Democratic Republic Lao People's Democratic Republic 1,0 0,01
Jersey Jersey 1,0 0,01
Eritrea Eritrea 1,0 0,01
Isle of Man Isle of Man 1,0 0,01
Somalia Somalia 1,0 0,01
Djibouti Djibouti 1,0 0,01
Afghanistan Afghanistan 1,0 0,01
Kosovo Kosovo 1,0 0,01
Vanuatu Vanuatu 1,0 0,01
Cape Verde Cape Verde 1,0 0,01
Belarus Belarus 1,0 0,01
12.635,0 100,00
Consultas por paísExport
Origem Consultas Perc.(%)
United States United States 1.925 16,32
India India 775 6,57
United Kingdom United Kingdom 702 5,95
N/A N/A 518 4,39
Malaysia Malaysia 452 3,83
Philippines Philippines 417 3,53
China China 404 3,42
Brazil Brazil 334 2,83
Australia Australia 330 2,80
Indonesia Indonesia 329 2,79
Pakistan Pakistan 309 2,62
Canada Canada 296 2,51
Turkey Turkey 284 2,41
Portugal Portugal 272 2,31
Netherlands Netherlands 264 2,24
Germany Germany 237 2,01
Spain Spain 171 1,45
Iran, Islamic Republic of Iran, Islamic Republic of 168 1,42
France France 152 1,29
Saudi Arabia Saudi Arabia 146 1,24
Hong Kong Hong Kong 126 1,07
South Africa South Africa 122 1,03
Korea, Republic of Korea, Republic of 118 1,00
Taiwan Taiwan 116 0,98
Italy Italy 104 0,88
Ireland Ireland 103 0,87
Singapore Singapore 101 0,86
Thailand Thailand 99 0,84
Norway Norway 92 0,78
Colombia Colombia 91 0,77
Sri Lanka Sri Lanka 89 0,75
Mexico Mexico 80 0,68
Russian Federation Russian Federation 78 0,66
Japan Japan 77 0,65
Vietnam Vietnam 76 0,64
Belgium Belgium 73 0,62
Nigeria Nigeria 72 0,61
Chile Chile 70 0,59
Greece Greece 64 0,54
Romania Romania 58 0,49
Egypt Egypt 57 0,48
Bangladesh Bangladesh 56 0,47
Israel Israel 55 0,47
Peru Peru 50 0,42
Ghana Ghana 50 0,42
Poland Poland 49 0,42
Ethiopia Ethiopia 48 0,41
Sweden Sweden 48 0,41
Finland Finland 47 0,40
Switzerland Switzerland 46 0,39
United Arab Emirates United Arab Emirates 44 0,37
Hungary Hungary 41 0,35
Denmark Denmark 41 0,35
Jordan Jordan 40 0,34
Universidade do Minho Universidade do Minho 38 0,32
Czech Republic Czech Republic 37 0,31
Kenya Kenya 36 0,31
Austria Austria 35 0,30
Morocco Morocco 34 0,29
New Zealand New Zealand 29 0,25
Argentina Argentina 25 0,21
Serbia Serbia 24 0,20
Iraq Iraq 22 0,19
Ecuador Ecuador 22 0,19
Palestinian Territory, Occupied Palestinian Territory, Occupied 22 0,19
Ukraine Ukraine 21 0,18
Sudan Sudan 21 0,18
Tanzania, United Republic of Tanzania, United Republic of 20 0,17
Nepal Nepal 20 0,17
Croatia Croatia 20 0,17
Bahrain Bahrain 17 0,14
Kazakstan Kazakstan 16 0,14
Albania Albania 15 0,13
Fiji Fiji 14 0,12
Botswana Botswana 12 0,10
Algeria Algeria 12 0,10
Slovakia Slovakia 11 0,09
Mongolia Mongolia 11 0,09
Jamaica Jamaica 11 0,09
Macau Macau 10 0,08
Uganda Uganda 10 0,08
Oman Oman 10 0,08
Uruguay Uruguay 10 0,08
Cameroon Cameroon 10 0,08
Tunisia Tunisia 10 0,08
Bosnia and Herzegovina Bosnia and Herzegovina 9 0,08
Slovenia Slovenia 9 0,08
Kuwait Kuwait 9 0,08
Brunei Darussalam Brunei Darussalam 8 0,07
Zimbabwe Zimbabwe 8 0,07
Bulgaria Bulgaria 8 0,07
Zambia Zambia 7 0,06
Latvia Latvia 7 0,06
Lebanon Lebanon 7 0,06
Cyprus Cyprus 7 0,06
Cuba Cuba 6 0,05
Venezuela Venezuela 6 0,05
Dominican Republic Dominican Republic 6 0,05
Rwanda Rwanda 6 0,05
Lithuania Lithuania 6 0,05
Paraguay Paraguay 6 0,05
Benin Benin 5 0,04
Costa Rica Costa Rica 5 0,04
Estonia Estonia 5 0,04
Qatar Qatar 5 0,04
Maldives Maldives 5 0,04
Malta Malta 5 0,04
Angola Angola 4 0,03
Libyan Arab Jamahiriya Libyan Arab Jamahiriya 4 0,03
Georgia Georgia 4 0,03
Luxembourg Luxembourg 3 0,03
Panama Panama 3 0,03
Azerbaijan Azerbaijan 3 0,03
Syrian Arab Republic Syrian Arab Republic 3 0,03
Mauritius Mauritius 3 0,03
Somalia Somalia 3 0,03
Guatemala Guatemala 2 0,02
Myanmar Myanmar 2 0,02
Bolivia Bolivia 2 0,02
Moldova, Republic of Moldova, Republic of 2 0,02
Cote D'Ivoire Cote D'Ivoire 2 0,02
Trinidad and Tobago Trinidad and Tobago 2 0,02
Guyana Guyana 2 0,02
Cambodia Cambodia 2 0,02
Armenia Armenia 2 0,02
Bhutan Bhutan 2 0,02
Burkina Faso Burkina Faso 2 0,02
Lao People's Democratic Republic Lao People's Democratic Republic 2 0,02
Swaziland Swaziland 2 0,02
Seychelles Seychelles 2 0,02
Solomon Islands Solomon Islands 2 0,02
Belarus Belarus 1 0,01
Malawi Malawi 1 0,01
Antigua and Barbuda Antigua and Barbuda 1 0,01
El Salvador El Salvador 1 0,01
Virgin Islands, U.S. Virgin Islands, U.S. 1 0,01
Macedonia Macedonia 1 0,01
Montenegro Montenegro 1 0,01
Uzbekistan Uzbekistan 1 0,01
Gibraltar Gibraltar 1 0,01
Cape Verde Cape Verde 1 0,01
Vanuatu Vanuatu 1 0,01
Honduras Honduras 1 0,01
Mozambique Mozambique 1 0,01
Senegal Senegal 1 0,01
Lesotho Lesotho 1 0,01
Sierra Leone Sierra Leone 1 0,01
Nicaragua Nicaragua 1 0,01
Belize Belize 1 0,01
Yemen Yemen 1 0,01
Barbados Barbados 1 0,01
Puerto Rico Puerto Rico 1 0,01
11.797 100,00