QS世界大学排名(英文:QS World University Rankings;简称 QS rankings),是由教育组织Quacquarelli Symonds(QS)所发表的年度世界大学排名。排名包括主要的世界大学综合排名及学科排名。另外,QS还推出了两个独立的地区性排名,即《QS亚洲大学排名》及《QS拉丁美洲大学排名》,而这两个地区排名的准则在某些方面都与原本主要的世界大学排名有所不同。QS一开始是和泰晤士高等教育组织合作,两者在2004年起每年都联合发表泰晤士高等教育-QS世界大学排名。后来两者解散,至2010年开始推出各自的排名。QS世界大学排名继续采用固有的排名准则,并与《美国新闻与世界报道》等传媒机构合作推出世界排名。
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QS世界大学排名是由教育组织Quacquarelli Symonds(QS)所发表的年度世界大学排名。排名包括主要的世界大学综合排名及学科排名,并在2004年发布了第一期排名。QS世界大学排名起初是由QS与THE合作发布的,在2010年两者分离,各自发布排名。QS世界大学排名是参与机构最多,世界影响范围最广的排名之一,12年来形成的广泛影响力也使QS排名成为学生与家长关注的焦点。 发布机构:Quacquarelli Symonds 所在国别:英国 开始年份:2004 排名侧重:评价、师生比 解读: 在QS世界大学排名中,同行评价和雇主评价等主观评价标准占据了较大份额,这就意味着历史悠久的大学更容易在这一排名体系中脱颖而出。而那些在QS排名中表现优异的年轻大学也因此更加引人注目。 QS排名权重: QS排名中大量引入主观性评价作为衡量标准,同行与雇主评价合计超过50%,使得QS排名更加显著的反应了学校的声誉,利于学生对院校的社会声望做出判断。但只占20%的论文引用权重远小于THE与US.news排名。 同行评价(占40%) 雇主评价(占10%) 论文引用(占20%) 师生比例(占20%) 国际学生比例(占5%) 国际教师比例(占5%)
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排序
大学英文名
国家/地区国家/地区
学术评价学术评价
就业评价就业评价
大学师生比例大学师生比例
国际教师比国际教师比
国际学生比国际学生比
教师平均引用得分教师平均引用得分
得分得分
6
ETH Zurich - Swiss Federal Institute of Technology
11
National University of Singapore (NUS)
11
Nanyang Technological University, Singapore (NTU)
16
Tsinghua University
18
EPFL - Ecole Polytechnique Federale de Lausanne
21
22
The University of Tokyo
22
Peking University
33
Kyoto University
35
37
Seoul National University
40
Fudan University
41
KAIST - Korea Advanced Institute of Science & Technology
50
Delft University of Technology
53
Université PSL
54
Zhejiang University
55
Technical University of Munich
58
Tokyo Institute of Technology
60
Shanghai Jiao Tong University
60
Ecole Polytechnique
63
Ludwig-Maximilians-Universität München
64
University of Amsterdam
66
Ruprecht-Karls-Universität Heidelberg
69
National Taiwan University (NTU)
70
Universiti Malaya (UM)
71
Osaka University
72
University of Copenhagen
74
Universidad de Buenos Aires (UBA)
75
76
University of Zurich
77
Sorbonne University
80
KU Leuven
81
University of Birmingham
82
Tohoku University
83
Korea University
84
Lomonosov Moscow State University
87
Pohang University of Science And Technology (POSTECH)
89
University of Science and Technology of China
92
Lund University
93
95
Sungkyunkwan University (SKKU)
98
KTH Royal Institute of Technology
101
102
Eindhoven University of Technology
103
Universidad Nacional Autónoma de México (UNAM)
104
Yonsei University
107
University of Helsinki
108
Trinity College Dublin, The University of Dublin
110
University of Geneva
111
Purdue University
112
Technical University of Denmark
114
University of Groningen
115
Nagoya University
116
Universidade de São Paulo
116
Uppsala University
118
Leiden University
119
University of Oslo
120
Humboldt-Universität zu Berlin
120
Nanjing University
120
Utrecht University
123
University of Bern
124
KIT, Karlsruhe Institute of Technology
125
Wageningen University & Research
127
Pontificia Universidad Católica de Chile (UC)
130
Freie Universitaet Berlin
130
Ghent University
132
Kyushu University
132
Hokkaido University
134
Aalto University
135
138
RWTH Aachen University
139
CentraleSupélec
140
Chalmers University of Technology
145
Aarhus University
147
Technische Universität Berlin (TU Berlin)
149
Politecnico di Milano
150
Hanyang University
151
University of Basel
152
Indian Institute of Technology Bombay (IITB)
153
University of Lausanne
154
University of Vienna
156
University of Minnesota
158
Tecnológico de Monterrey
159
Universiti Putra Malaysia (UPM)
160
École Normale Supérieure de Lyon
160
Universiti Kebangsaan Malaysia (UKM)
162
The Hebrew University of Jerusalem
163
University of Bergen
165
Universitat de Barcelona
165
Universiti Sains Malaysia (USM)
167
Université catholique de Louvain (UCL)
169
Eberhard Karls Universität Tübingen
169
Albert-Ludwigs-Universitaet Freiburg
173
National Tsing Hua University
177
Scuola Superiore Sant'Anna Pisa di Studi Universitari e di Perfezionamento
177
Alma Mater Studiorum - University of Bologna
179
Technische Universität Dresden
181
University of Liverpool
182
Indian Institute of Technology Delhi (IITD)
183
Erasmus University Rotterdam
184
Indian Institute of Science
186
King Abdulaziz University (KAU)
186
University of Twente
188
Universitat Autònoma de Barcelona
189
189
Universidad de Chile
191
Stockholm University
192
Vienna University of Technology
192
Universidad Autónoma de Madrid
195
Vrije Universiteit Brussel (VUB)
196
Waseda University
197
University of Göttingen
198
University of Cape Town
200
Keio University
200
King Fahd University of Petroleum & Minerals
203
Sapienza University of Rome
204
Scuola Normale Superiore di Pisa
206
207
Al-Farabi Kazakh National University
207
The University of Newcastle, Australia (UON)
211
The University of Western Ontario
212
Complutense University of Madrid
214
Universidade Estadual de Campinas (Unicamp)
217
Radboud University
217
Universiti Teknologi Malaysia
219
Tel Aviv University
219
Vrije Universiteit Amsterdam
223
University of Antwerp
224
Queensland University of Technology (QUT)
225
National Cheng Kung University (NCKU)
227
National Chiao Tung University
227
Universität Hamburg
231
Novosibirsk State University
231
234
Saint Petersburg State University
234
Universidad de los Andes
234
Università di Padova
239
Maastricht University
239
Queen's University at Kingston
242
Sciences Po
243
Rheinische Friedrich-Wilhelms-Universität Bonn
244
American University of Beirut (AUB)
245
University of Navarra
247
Chulalongkorn University
247
Kyung Hee University
249
TELECOM ParisTech
250
Ecole des Ponts ParisTech
251
National Taiwan University of Science and Technology (Taiwan Tech)
251
Universite libre de Bruxelles
253
Universidad Nacional de Colombia
253
University of Paris
256
University of Gothenburg
257
Technion - Israel Institute of Technology
257
Wuhan University
259
National University of Ireland Galway
260
Technische Universität Darmstadt
262
Rutgers University–New Brunswick
262
Université Paris-Sud
265
Tongji University
266
Universität Innsbruck
268
Khalifa University
268
Tomsk State University
270
University of Tsukuba
271
Indian Institute of Technology Madras (IITM)
276
Qatar University
277
Beijing Normal University
277
Harbin Institute of Technology
279
Universität Stuttgart
281
Indian Institute of Technology Kharagpur (IIT-KGP)
281
King Saud University
284
Bauman Moscow State Technical University
285
285
Universitat Pompeu Fabra
287
National Yang Ming University
287
Sun Yat-sen University
287
University of Turku
291
Charles University
291
Indian Institute of Technology Kanpur (IITK)
291
291
Universität Frankfurt am Main
296
Universitas Indonesia
298
Universidad Carlos III de Madrid (UC3M)
298
Universiti Brunei Darussalam (UBD)
300
Universitat Politècnica de Catalunya · BarcelonaTech (UPC)
301
University of Tartu
302
Moscow Institute of Physics and Technology (MIPT / Moscow Phystech)
302
University of Milan
305
Université Paris 1 Panthéon-Sorbonne
305
307
Xi’an Jiaotong University
308
University of Cologne
309
SOAS University of London
311
Graz University of Technology
312
Indiana University Bloomington
312
Ecole Normale Supérieure de Cachan
314
Universität Mannheim
314
Mahidol University
319
Friedrich-Alexander-Universität Erlangen-Nürnberg
320
Gadjah Mada University
322
National Research University Higher School of Economics (HSE University)
322
Gwangju Institute of Science and Technology (GIST)
324
Aalborg University
324
Linköping University
326
University of Hawai'i at Mañoa
328
Birkbeck, University of London
329
United Arab Emirates University
329
National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)
331
Ewha Womans University
331
National Taiwan Normal University
331
Bandung Institute of Technology (ITB)
334
Hiroshima University
335
IE University
336
Universitat Politècnica de València
338
University of Lisbon
338
Jagiellonian University
340
Universität Jena
340
University at Buffalo SUNY
340
Umea University
340
University Ulm
344
Pontificia Universidad Católica Argentina
346
University of Jyväskylä
347
Westfälische Wilhelms-Universität Münster
348
Politecnico di Torino
349
University of Warsaw
351
Belarusian State University
351
Université Grenoble-Alpes
353
University of Porto
355
University of Chemistry and Technology, Prague
356
University of the Philippines
358
Universidade Federal do Rio de Janeiro
359
Tokyo Medical and Dental University (TMDU)
359
The Katz School at Yeshiva University
359
Stony Brook University, State University of New York
359
Norwegian University of Science And Technology
364
University of Victoria (UVIC)
364
Ural Federal University - UrFU
366
Moscow State Institute of International Relations (MGIMO University)
367
368
Nankai University
371
American University of Sharjah
372
University of Southern Denmark
374
University of Oulu
375
Pakistan Institute of Engineering and Applied Sciences (PIEAS)
379
Universiti Teknologi Brunei
379
Université de Strasbourg
379
Taipei Medical University (TMU)
379
Sultan Qaboos University
383
Universidad de Palermo (UP)
383
Indian Institute of Technology Roorkee (IITR)
383
Rensselaer Polytechnic Institute
387
University of Macau
387
National Research Tomsk Polytechnic University
389
University of Pisa
389
University of Tromsø The Arctic University of Norway
389
University of Trento
392
University of Colorado, Denver
392
Kazan (Volga region) Federal University
392
RUDN University
395
Kobe University
395
Tampere University
395
The American University in Cairo
398
University of St.Gallen (HSG)
400
University of Witwatersrand
400
Huazhong University of Science and Technology
400
National University of Sciences And Technology (NUST) Islamabad
400
Universidad Austral
400
Washington State University
406
University of Coimbra
407
Sharif University of Technology
407
The University of Tennessee, Knoxville
407
HUFS - Hankuk (Korea) University of Foreign Studies
410
National Sun Yat-sen University
410
Johannes Gutenberg Universität Mainz
412
Tilburg University
412
Johannes Kepler University Linz
412
Chung-Ang University (CAU)
412
Shanghai University
416
Université Laval
417
418
L.N. Gumilyov Eurasian National University (ENU)
419
Ben Gurion University of The Negev
421
Universidade Nova de Lisboa
424
University of Naples - Federico II
424
Universität Konstanz
427
National Central University
427
Stellenbosch University
429
Tianjin University
429
Université de Liège
432
Universidad de Zaragoza
432
Ruhr-Universität Bochum
435
Universidad Politécnica de Madrid
436
Beijing Institute of Technology
436
ITMO University
438
Universidad de Belgrano
439
Universidade Federal de São Paulo
439
Peter the Great Saint-Petersburg Polytechnic University
442
Chiba University
442
UCSI University
442
Auckland University of Technology (AUT)
448
University of Florence
448
Hitotsubashi University
451
Koç University
451
The National University of Science and Technology MISIS
451
Xiamen University
454
Dongguk University
454
Sogang University
454
National Technical University of Athens
458
University of Bordeaux
458
Vilnius University
460
University of Maryland, Baltimore County
462
University of Science and Technology Beijing
462
Beihang University (former BUAA)
462
Julius-Maximilians-Universität Würzburg
462
The Catholic University of Korea
468
Yokohama City University
468
Pontificia Universidad Javeriana
468
Shandong University
468
Universität des Saarlandes
468
Brandeis University
474
Pontificia Universidad Católica del Perú
474
The University of Georgia
474
University of Delhi
477
Singapore Management University
478
Christian-Albrechts-University zu Kiel
480
Universidad Externado de Colombia
480
South China University of Technology
482
UNESP
482
Universiti Teknologi Petronas (Petronas)
484
Chang Gung University
484
Jilin University
484
Wayne State University
489
Universidad de Santiago de Chile (USACH)
489
Amirkabir University of Technology
491
Aix-Marseille University
491
V. N. Karazin Kharkiv National University
491
Auezov South Kazakhstan State University (SKSU)
491
Universidad de Montevideo (UM)
491
Indian Institute of Technology Guwahati (IITG)
491
Lappeenranta-Lahti University of Technology LUT
498
Czech Technical University in Prague
498
University of Eastern Finland
498
Université de Montpellier
501
Bilkent University
501
Institut National des Sciences Appliquées de Lyon (INSA)
501
King Khalid University
501
Southeast University
501
Umm Al-Qura University
501
Universidad de Alcalá
501
Universidad de La Habana
501
University of Johannesburg
501
University of Szeged
501
University of Texas Dallas
511
Universidad de Costa Rica
511
University of Granada
511
Università Cattolica del Sacro Cuore
511
University of Rome "Tor Vergata"
511
Université Paul Sabatier Toulouse III
511
University of Ulsan
511
Quaid-i-Azam University
511
National Taipei University of Technology
511
Martin-Luther-Universität Halle-Wittenberg
511
Taylor's University
521
Pusan National University
521
Sabanci University
521
Technische Universität Braunschweig
521
Universität Bremen
521
Warsaw University of Technology
521
Cairo University
521
Inha University
521
Justus-Liebig-University Giessen
521
National Research Saratov State University
531
Nagasaki University
531
East China Normal University
531
Far Eastern Federal University
531
Kumamoto University
531
Renmin (People's) University of China
531
Universität Leipzig
531
University Paris 2 Panthéon-Assas
541
University of Bayreuth
541
Taras Shevchenko National University of Kyiv
541
Abo Akademi University
541
Imam Abdulrahman Bin Faisal University (IAU) (formerly UNIVERSITY OF DAMMAM)
541
Karl-Franzens-Universitaet Graz
541
Management and Science University
541
Southern Federal University
541
University of Turin
551
Masaryk University
551
National Chengchi University
551
Universidad Pontificia Bolivariana
551
Osaka City University
551
University of Aveiro
551
University of Pretoria
551
University of Missouri, Columbia
551
Bar-Ilan University
551
East China University of Science and Technology
551
Hallym University
561
561
Aristotle University of Thessaloniki
561
Abai Kazakh National Pedagogical University
561
Kazakh National Research Technical University after K.I. Satbayev
561
Okayama University
561
Universidad Anahuac
561
Université du Québec
561
Saint Joseph University of Beirut (USJ)
561
University of Côte d'Azur
571
Konkuk University
571
Dalian University of Technology
571
Chonbuk National University
571
University of Massachusetts Boston
581
Universitat de Valencia
581
Università degli Studi di Pavia
581
Lebanese American University
581
Kanazawa University
581
University of Balamand
581
Université de Fribourg
591
Universiti Utara Malaysia (UUM)
591
University of Ljubljana
591
University of Milano-Bicocca
591
University of Mons
591
Vilnius Gediminas Technical University
591
Middle East Technical University
591
Lingnan University, Hong Kong
591
Kingston University, London
591
Universidad Nacional de La Plata (UNLP)
591
Universitat Ramon Llull
601
Universidad de Sevilla
601
Universidad Panamericana (UP)
601
Universidad Torcuato Di Tella
601
Universität Duisburg-Essen
601
Universität Regensburg
601
University of Debrecen
601
University of Jordan
601
University of Klagenfurt
601
University of Tehran
601
Virginia Commonwealth University
601
Ajou University
601
American University in Dubai
601
Ateneo de Manila University
601
Central Queensland University (CQUniversity Australia)
601
Bogor Agricultural University
601
Chiang Mai University
601
City University of New York
601
Gifu University
601
Holy Spirit University of Kaslik
601
Instituto Tecnológico de Buenos Aires (ITBA)
601
Iran University of Science and Technology
601
Kyungpook National University
601
Lobachevsky University
601
Niigata University
601
Palacký University in Olomouc
601
Pontifícia Universidade Católica do Rio de Janeiro
601
Sichuan University
601
Tallinn University of Technology (TalTech)
601
Thammasat University
601
Tokyo Metropolitan University
601
Tokyo University of Agriculture and Technology
601
Universidad de Concepción
601
University of Salamanca
601
Universidad de San Andrés - UdeSA
651
China Agricultural University
651
Airlangga University
651
Bogaziçi Üniversitesi
651
Brno University of Technology
651
Eötvös Lorànd University
651
Indiana University–Purdue University Indianapolis
651
Instituto Politécnico Nacional (IPN)
651
Instituto Tecnológico Autónomo de México (ITAM)
651
International Islamic University Malaysia (IIUM)
651
Istanbul Technical University
651
Jadavpur University
651
Jordan University of Science & Technology
651
Kagoshima University
651
Kaohsiung Medical University
651
Kazakh National Agrarian University KazNAU
651
Leibniz Universität Hannover
651
Missouri University of Science and Technology
651
National and Kapodistrian University of Athens
651
National Chung Hsing University
651
National Technical University "Kharkiv Polytechnic Institute"
651
Osaka Prefecture University
651
Philipps-Universität Marburg
651
Pontifícia Universidade Católica de São Paulo
651
Rutgers - The State University of New Jersey, Newark
651
Samara National Research University (Samara University)
651
Sejong University
651
Universidad de Antioquia
651
Universidad del Pais Vasco
651
Universidad Iberoamericana IBERO
651
Universidade de Santiago de Compostela
651
Universidade Federal de Minas Gerais
651
Universidade Federal do Rio Grande Do Sul
651
University of Genoa
651
University of Hohenheim
651
Université Claude Bernard Lyon 1
651
Universiti Teknologi MARA - UiTM
651
University of Haifa
651
University of Minho
651
University of Pécs
651
University of Seoul
651
University of Sharjah
651
Zayed University
651
University of Houston
701
Universidad de Guadalajara (UDG)
701
Universidad ICESI
701
Universidade Federal de Santa Catarina
701
University of Siena
701
University of Trieste
701
Universität Potsdam
701
Université de Lille
701
University at Albany SUNY
701
Universiti Malaysia Perlis
701
Northumbria University at Newcastle
701
Abu Dhabi University
701
701
Manipal Academy of Higher Education
701
London South Bank University
701
Lahore University of Management Sciences (LUMS)
701
University of Wyoming
701
Georgia State University
701
University of Baghdad
701
University of Greenwich
701
University of Patras
701
Viet Nam National University Ho Chi Minh City (VNU-HCM)
701
Yamaguchi University
701
Pontificia Universidad Católica de Valparaíso
701
Riga Technical University
701
Universitat Rovira i Virgili
701
Shenzhen University
701
University of Central Florida
701
Sumy State University
701
Universidad Adolfo Ibàñez
701
National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"
701
Universidad Central de Venezuela
701
Universidad de Alicante
701
Hunan University
701
Dankook University
701
Chungnam National University
701
Chonnam National University
701
Central South University
701
Beijing University of Technology
701
Beijing Jiaotong University
751
University of East London
751
Florida International University
751
Ajman University
751
Anna University
751
Chongqing University
751
Comenius University in Bratislava
751
Dublin Institute of Technology
751
Gunma University
751
Jamia Millia Islamia
751
Kaunas University of Technology
751
Kazakh-British Technical University
751
Lanzhou University
751
London Metropolitan University
751
Lviv Polytechnic National University
751
O.P. Jindal Global University
751
Universitas Padjadjaran
751
Paris Lodron University of Salzburg
751
Plekhanov Russian University of Economics
751
Shinshu University
751
Slovak University of Technology in Bratislava
751
Sofia University "St. Kliment Ohridski"
751
Sunway University
751
Technical University of Liberec
751
TU Dortmund University
751
Universidad de La Sabana
751
Universidad de las Américas Puebla (UDLAP)
751
Universidad San Francisco de Quito (USFQ)
751
Universidad del Rosario
751
Ca' Foscari University of Venice
751
University of Modena and Reggio Emilia
751
Università degli Studi di Perugia
751
Bielefeld University
751
University Duesseldorf
751
Universität Rostock
751
University of Lorraine
751
Universiti Malaysia Pahang
751
University of Brescia
751
University of Crete
751
University of Maribor
751
University of Southern Queensland
751
University of Zagreb
751
Yokohama National University
801
Seoul National University of Science and Technology
801
Adam Mickiewicz University, Poznań
801
AGH University of Science and Technology
801
Ain Shams University
801
Alexandria University
801
Aligarh Muslim University
801
Amrita Vishwa Vidyapeetham (Amrita University)
801
Ankara Üniversitesi
801
Assiut University
801
Athens University of Economics and Business
801
Babes-Bolyai University
801
Baku State University
801
Banaras Hindu University
801
Bangladesh University of Engineering and Technology
801
Beijing Foreign Studies University
801
Beirut Arab University
801
Belarusian National Technical University (BNTU)
801
Bina Nusantara University (BINUS)
801
Binghamton University SUNY
801
Birla Institute of Technology and Science, Pilani
801
Budapest University of Technology and Economics
801
801
COMSATS Institute of Information Technology
801
Corvinus University of Budapest
801
Cracow University of Technology
801
Czech University of Life Sciences in Prague
801
De La Salle University
801
Diponegoro University
801
Karaganda State University named after academician E.A.Buketov
801
Escuela Politécnica Nacional
801
Escuela Superior Politécnica del Litoral (ESPOL)
801
Gdansk University of Technology
801
German Jordanian University
801
801
Hacettepe University
801
Istanbul University
801
Karaganda State Technical University
801
Kasetsart University
801
Kazakh Ablai Khan University of International Relations and World Languages
801
Khon Kaen University
801
King Faisal University
801
King Mongkut's University of Technology Thonburi
801
Kuwait University
801
Kyoto Institute of Technology
801
Kyushu Institute of Technology
801
Lodz University of Technology
801
Multimedia University (MMU)
801
Mustansiriyah University
801
Nagoya Institute of Technology (NIT)
801
National Chung Cheng University
801
Nicolaus Copernicus University
801
Notre Dame University-Louaize NDU
801
Novosibirsk State Technical University
801
Politecnico di Bari
801
Pontificia Universidad Católica del Ecuador (PUCE)
801
Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
801
Poznań University of Technology
801
Prince of Songkla University
801
Princess Sumaya University for Technology
801
Rhodes University
801
Riga Stradins University
801
Rikkyo University
801
Ritsumeikan University
801
Saitama University
801
Savitribai Phule Pune University
801
Institute of Technology Sepuluh Nopember
801
Shahid Beheshti University (SBU)
801
Shanghai International Studies University
801
Shiraz University
801
Sophia University
801
South Ural State University (National Research University)
801
Tallinn University
801
Technical University of Kosice
801
Tecnológico de Costa Rica -TEC
801
Thapar Institute of Engineering & Technology
801
Tokai University
801
Tokyo University of Science
801
Universidad Austral de Chile
801
Universidad Autónoma de Nuevo León
801
Universidad Autónoma del Estado de México (UAEMex)
801
Universidad Autónoma Metropolitana (UAM)
801
Universidad Católica Andres Bello
801
Universidad de Castilla-La Mancha
801
Universidad de la República (UdelaR)
801
Universidad de Lima
801
Universidad de los Andes - Chile
801
Universidad de los Andes - (ULA) Mérida
801
Universidad de Monterrey (UDEM)
801
University of Murcia
801
Universidad de Oviedo
801
Universidad de Puerto Rico
801
Universidad de Talca
801
Universidad del Norte
801
Universidad del Valle
801
Universidad Diego Portales (UDP)
801
Universidad EAFIT
801
Universidad Nacional Costa Rica
801
Universidad Nacional de la Asunción
801
Universidad Nacional de Córdoba - UNC
801
Universidad Nacional de Mar del Plata
801
Universidad Nacional de Rosario (UNR)
801
Universidad Peruana Cayetano Heredia (UPCH)
801
Universidad Simón Bolívar (USB)
801
Universidad Técnica Federico Santa María (USM)
801
Universidad Tecnológica de Panamà¡ (UTP)
801
Universidad Tecnológica Nacional (UTN)
801
Universidade Católica Portuguesa - UCP
801
Universidade da Coruña
801
Universidade de Brasília
801
Universidade de Vigo
801
Universidade do Estado do Rio de Janeiro (UERJ)
801
Universidade Estadual de Londrina
801
Universidade Federal de São Carlos (UFSCAR)
801
Universidade Federal de Viçosa (UFV)
801
Universidade Federal do Paraná - UFPR
801
Universidade Federal de Pernambuco (UFPE)
801
Universidade Federal Fluminense
801
Catania University
801
Universita' degli Studi di Ferrara
801
University of Salerno
801
Università degli Studi di Udine
801
Università degli studi Roma Tre
801
University of Palermo
801
Universität Siegen
801
Université de Nantes
801
Université de Poitiers
801
Université de Rennes 1
801
Université Lumière Lyon 2
801
Universit Paul-Valery Montpellier 3
801
Université Toulouse 1 Capitole
801
Universiti Malaysia Sarawak (UNIMAS)
801
Universiti Tenaga Nasional (UNITEN)
801
Universiti Tunku Abdul Rahman (UTAR)
801
University of Arkansas Fayetteville
801
University of Bahrain
801
University of Bari
801
University of Belgrade
801
University of Bucharest
801
University of Calcutta
801
University of Dhaka
801
University of Engineering & Technology (UET) Lahore
801
UNIVERSITY OF GDANSK
801
University of Kufa
801
University of Kwazulu-Natal
801
University of Latvia
801
University of Lodz
801
Universiti Malaysia Sabah (UMS)
801
University of Montana Missoula
801
University of Mumbai
801
University of New England Australia
801
University of Ostrava
801
University of Parma
801
University of Peradeniya
801
University of Santo Tomas
801
University of Silesia
801
University of the Punjab
801
University of the Western Cape
801
University of Wroclaw
801
Université de Toulouse II-Le Mirail
801
Vellore Institute of Technology (VIT)
801
Verona University
801
Vietnam National University, Hanoi
801
Voronezh State University
801
Vytautas Magnus University
801
Warsaw University of Life Sciences – SGGW (WULS-SGGW)
801
Wroclaw University of Science and Technology (WRUST)
801
Wuhan University of Technology
801
Xi'an Jiaotong Liverpool University
801
Yeungnam University
801
Miami University
801
Texas Tech University
801
Utah State University
1000
Feng Chia University
1000
Fu Jen Catholic University
1000
German university in Cairo
1000
Institut polytechnique de Grenoble - Grenoble Institute of Technology
1000
HEC Paris School of Management
1000
Indian Institute of Information Technology, Allahabad
1000
INSEAD
1000
Jamia Hamdard, New Delhi
1000
Jawaharlal Nehru University
1000
Karolinska Institutet
1000
King Abdullah University of Science & Technology (KAUST)
1000
King Mongkut's Institute of Technology Ladkrabang
1000
Leeds Beckett University
1000
London Business School
1000
Makerere University
1000
Meiji University
1000
National Taipei University
1000
National University of Kyiv-Mohyla Academy (NaUKMA)
1000
North-West University
1000
Princess Nourah bint Abdulrahman University
1000
Stockholm School of Economics
1000
VŠB - Technical University of Ostrava
1000
Ton Duc Thang University
1000
Universidad Andrés Bello
1000
Universidad de La Frontera (UFRO)
1000
Universidad de Valparaíso (UV)
1000
Universidad Industrial de Santander - UIS
1000
Universidad Metropolitana
1000
Universidad Nacional de Cuyo
1000
Universidad Nacional de San Martín (UNSAM)
1000
Universidad Peruana de Ciencias Aplicadas
1000
Universidad Rey Juan Carlos
1000
Universidade Federal do Ceará (UFC)
1000
Bocconi University
1000
Université de Cergy-Pontoise
1000
Université de Technologie de Compiègne (UTC)
1000
Université Jean Moulin Lyon 3
1000
Université Paris Ouest Nanterre La Défense
1000
Université Sorbonne Nouvelle Paris 3
1000
Universiti Malaysia Terengganu (UMT)
1000
University of Brawijaya
1000
University of Colombo
1000
University of Economics, Prague
1000
University of Hyderabad
1000
University of Karachi
1000
The University of Lahore
1000
University of Nairobi
1000
University of the Sunshine Coast
1000
University POLITEHNICA of Bucharest
1000
Weizmann Institute of Science
1000
Universitatea de Vest din Timisoara / West University of Timisoara
1000
WHU - Otto Beisheim School of Management
1000
Copenhagen Business School
1000
Central European University
1000
BI Norwegian Business School
1000
Benemérita Universidad Autónoma de Puebla
1000
Baylor College of Medicine
1000
Azerbaijan State University of Economics
1000
Amity University
1000
Alexandru Ioan Cuza University
1000
Al-Imam Mohammad Ibn Saud Islamic University
1000
Northern Arizona University
1000
Cranfield University
1000
Doshisha University
1000
ESCP Europe Business School
1000
ESSEC Business School
United States
100
100
100
100
100
94.1
99.8
United States
98.4
100
100
100
99.8
67.7
98.6
United States
97.4
100
100
98.7
86.3
62.2
99.6
United Kingdom
97.2
100
100
100
99.7
98.5
84.7
United States
96.9
97.8
81.2
100
99.4
87.3
100
Switzerland
95.9
98.4
96.7
85
100
98
98.4
United Kingdom
95
100
100
100
100
97.6
74.2
United Kingdom
94.8
99.3
98.7
98.1
99.1
100
76.7
United Kingdom
94.1
98.6
99.9
99.8
100
100
72.1
United States
92
99.5
93.7
96.5
70.2
81
78.5
Singapore
91.8
99.8
99.2
88.3
100
76.4
75.7
Singapore
91.8
92.1
93.8
93.9
100
74.2
88.8
United States
90.9
99.9
98.6
70.7
64.9
67.6
100
United States
89.3
98.7
90.4
65.7
93.8
72.3
95.1
United States
88.9
95.8
93.7
100
84
63.6
67.6
China
88.6
97.4
99.1
92.4
68
30.1
80.4
United States
87.7
99.9
99.9
100
78.1
57.4
53.5
United States
87.4
99.7
97.6
100
40.1
96.9
53
Switzerland
87.4
75.6
77.6
96.6
100
100
98.9
United Kingdom
86.2
97.5
93.7
85.6
98
98.6
53
United States
86
98.9
94.4
91
79.7
44.1
61.6
Japan
84.3
100
99.1
93.3
11.1
26.2
67.9
China
84.3
99.1
99.6
72.3
70.7
36.9
73
United States
83.9
88.3
52.6
100
68.8
81.5
77.6
United States
83.8
89
84.2
99.4
12.4
59.3
80.3
Hong Kong
83.8
97.3
82.6
87.2
100
99.1
44.5
United Kingdom
82.7
94.9
97.7
74.1
92.6
98.6
51.5
United States
82.6
100
99.9
30.9
92.4
39.7
97.7
Canada
82.1
98.9
96.3
71.5
97.7
93
43.9
Australia
82.1
96.9
81.3
37.5
100
99.8
87.4
United States
81.5
85.9
80.2
100
76.1
49
62.8
Hong Kong
80.6
85
71.3
59.5
100
87.5
89.5
Japan
80.5
98.7
92.5
96.3
15.4
17.5
53.2
United Kingdom
80.5
88.5
80.4
82.3
98.5
99.8
52
Canada
80.4
92.2
93.8
63.3
93.7
96.2
58.4
United States
80.4
100
99.7
40.6
50.4
38.2
88.3
South Korea
79.6
96.9
91.1
88
19.2
11.9
61.6
Australia
79.5
99.2
98.1
24.1
97.6
100
75
United States
78.8
95.9
95.6
97.6
33.5
93.4
24
China
78.6
83.4
93.8
86.5
92.7
42.9
57.8
South Korea
77.9
85
74.5
73.9
25.8
10.1
98.1
Australia
77.8
97.5
96.4
23.6
100
100
70.9
Australia
77.1
91.2
95.7
19.8
100
98.5
84.5
United Kingdom
77
78.9
99.7
34.8
100
100
91.1
United States
76.6
92.2
51.8
60.3
60.8
70.3
78.4
Hong Kong
75.9
87.9
61.5
67.7
100
91.7
56.2
Australia
75.7
88.5
82.2
27.7
100
99.5
81.8
United States
74.8
75.2
77.5
43.5
83.6
99.9
94.3
United Kingdom
74.5
76.6
84.2
72.8
89.4
75.6
61.8
Netherlands
74.2
71.2
88.2
46.4
99.3
87.8
90
Canada
74.1
97
89
46
90.8
79.3
42.2
Hong Kong
73.6
59
41.3
89.7
100
95.3
89.4
France
73.4
77.7
98.6
100
67.1
72.1
26.2
China
72.4
67.7
86.5
78.6
95.4
62.9
63.9
Germany
72.3
80.2
99
89.1
60.6
76.8
26.9
United States
71.8
87.8
49.7
85.5
57.2
30.9
50
United States
71.5
61.9
58.2
81.1
86
56
86.6
Australia
70.9
88
91.9
17.1
100
99.9
64.2
Japan
70.9
74.5
82.7
86.2
30.7
31.3
61.3
China
70.5
79.6
93.6
53.7
84.1
20.1
65.5
France
70.5
43.8
99.3
99.6
95.2
97.9
66.3
United Kingdom
70.4
74.4
94.1
55.3
97.8
99.1
50.3
Germany
69.6
91.1
83.2
52.6
61.5
37.7
45.7
Netherlands
69
81.1
56
44.8
79.5
52.5
75.9
United States
68.6
94.2
83.3
12.1
6.9
18.6
93.4
Germany
68.4
80
50.6
96.7
52.8
44.2
34.8
United Kingdom
68.2
72.2
58.9
63.7
93.7
96.5
55
United States
67.9
86.1
51.4
17.4
55.8
40.5
99.2
Taiwan
67.3
89.8
82.4
41.9
20.8
30.4
59.7
Malaysia
67.1
68.2
72
90.7
62.8
57.2
41.5
Japan
66.5
80.8
67.5
80.3
23.1
14.3
46.2
United States
66.2
71.1
81.7
15.1
60.4
65.8
100
Denmark
66.2
70.1
43.9
100
92.6
29.4
37.2
Argentina
66
87.2
91.3
77.4
50.7
64.7
2.4
United States
65.9
89
58.1
13.5
19.3
67.2
86.3
Switzerland
65.8
58.6
64.5
99.7
100
59.4
38.7
France
64.9
89.2
45.9
59.7
47.8
56.5
36.2
United Kingdom
64.2
61.3
58.7
61
87.9
94.1
61.4
United Kingdom
64.2
57.3
91.2
35.9
97.2
87.2
77.9
Belgium
64.1
79.1
64.3
11.8
90
37.5
85.3
United Kingdom
64
65.6
78.8
54.8
91.8
85.7
49.3
Japan
63.7
69.5
59.1
98.2
12.7
17.6
43.1
South Korea
63.4
70
85
83.1
15.2
44.7
35.4
Russia
63.2
73.6
84.9
99.7
18
56.1
7.2
United States
63.1
40.1
22.7
84
89.8
90.6
93.6
Australia
62.9
62.4
59.8
20.8
100
98.7
88.3
South Korea
62.6
41.3
40.8
99.9
35.3
3.6
99.3
New Zealand
62.4
84.2
62.8
25
94.4
91.8
39.6
China
62.3
56.2
26.1
81.1
16.9
5.7
98.5
United States
62.2
68.7
53.3
88.3
35.6
11.3
46
Hong Kong
61.9
61.3
43.7
74.1
100
74.8
46.3
Sweden
61.8
69.6
54.3
50.1
89.3
70.1
51.9
United Kingdom
61.7
69.2
81.2
45.5
84.1
81.8
41.6
United States
61.7
76.5
80.4
31.6
21.4
38.6
67.8
South Korea
61
58.4
74.6
85.7
21.3
38.1
49.3
United Kingdom
60.8
60.3
73.2
52.4
92.1
82.1
49.7
United Kingdom
60.6
50.8
52.5
59
96.1
92.8
68.1
United States
60.5
63.1
57.5
53.8
33.8
88.6
62.1
Sweden
60.5
47.5
68.4
63
96.9
48.7
72.8
United Kingdom
59.9
45.2
51.6
65.3
98.7
99.8
67.4
United States
59.5
63.8
67.3
66.7
81.1
27.6
41.3
Netherlands
58.9
30.9
65.9
62.5
98.3
57.5
97.1
Mexico
58.8
90.9
91
57.6
13.8
4.3
3.8
South Korea
58.7
62.9
78.3
85
15.4
33.1
30.6
United States
58.7
70.3
33.9
23.3
65.3
60.6
80.4
Australia
58.6
59.3
43.7
28.5
99
99.1
73.7
Finland
58.4
64.5
54.8
66.8
58.1
6.8
51.5
United States
58.3
43.8
18.8
99.8
78.9
59.3
59.2
Ireland
58.3
62
51.2
35.8
99.5
93.5
56.8
Switzerland
58.1
51.1
23.7
52.6
100
97.8
73.6
United States
57.8
63.8
68.9
30.9
97.1
61.1
55.6
Denmark
57.4
30.5
27.1
99.9
99.5
83
65.9
Canada
57.3
58
41.4
57
91.6
80.8
48.8
Netherlands
56.1
50.6
24.5
67.9
90.9
94.6
51.8
Japan
55.8
60.5
38.6
90.6
17.7
21.3
37.3
Brazil
55.5
88.3
73.3
25.2
8.9
3.7
35.2
Sweden
55.5
65.8
32.6
46.2
65.5
37.1
56.9
Netherlands
55.4
67.6
30.5
29.7
81
47
64.1
Norway
54.7
52.6
22.3
77.7
87.2
30.5
49.2
Germany
54.5
88.3
54
12.2
52.9
34.6
33.9
China
54.5
60.7
30.3
31
68.6
11.1
84.2
Netherlands
54.5
62.8
32.3
42.5
56.7
28.1
66
Switzerland
54.3
30.3
38.2
63.7
100
46.6
90.6
Germany
54.2
46.3
88.9
29.5
60
64.3
72.6
Netherlands
54
37.4
22
95.6
38.6
82.1
57.7
United Kingdom
53.9
52.6
41.9
34.4
98.5
97.9
58.8
Chile
53.4
85.2
95.5
28.6
19.4
4.2
13.6
United Kingdom
53.2
40.4
27
52.5
94.5
97.3
70.6
United States
53.1
58.5
60
28.7
21.7
75
64.5
Germany
53
80.2
49
5.4
62.8
49.4
46
Belgium
53
51.9
31.7
84.2
65.2
20.1
39
Japan
52.9
55.5
49.2
85.6
18.6
21.5
32.6
Japan
52.9
56.3
47.1
84.4
20
15
34.2
Finland
52.4
40.1
47.4
55.6
90.1
37.4
69.9
United States
52.3
62.5
20.1
14.8
69.1
29.6
86.2
United States
52.1
54.1
34.8
50.9
26.4
26.5
70
Canada
52
55.2
55.5
55.4
91.1
61.8
27.5
Germany
51.9
55.3
97.2
13
42.4
68.2
59
France
51.4
15.8
100
88.7
72.1
90.1
45.4
Sweden
51.2
30.5
61.4
54.9
96.8
45.2
73.1
Canada
51.2
40.4
42.5
85
97.9
45.1
32.4
United States
51.2
44.6
21.9
96.2
15.3
23.6
49
Australia
51.2
44.3
80.6
10.1
98.3
93.8
68.2
United States
51.1
61.9
65.8
18.6
63.8
36.2
54.4
Denmark
51
52.9
45.7
38
81.7
17.6
62.7
United Kingdom
50.9
41
73.7
47.7
89.9
84.7
43.4
Germany
50.6
53.9
77.7
47.6
42
69.3
30.2
United Kingdom
50.5
42
40.8
56.8
91
66
51.3
Italy
50.4
60.4
84.3
6.3
44.6
54.5
56.9
South Korea
50.3
46.8
68.4
77.2
25.4
34.8
30.8
Switzerland
50
30.4
25
37.8
100
86.4
91.3
India
49.4
54.5
71.2
45.8
3.4
1.6
54.6
Switzerland
49.2
35.3
23
68.4
99.2
69
52.8
United Kingdom
49
48.6
38.3
52.5
79.1
69.8
37.9
Austria
49
64.4
47.3
26.2
98.3
92.5
17.9
United States
48.6
26.9
11.8
99.7
49.4
45.2
59.1
United States
48.6
66.2
26.1
31.9
6.9
18.8
58.2
Mexico
48.5
36.9
88.9
89.5
98.2
18.4
4.6
Malaysia
48.4
44.8
44.4
73.2
58.8
82.3
20.9
France
48.3
35.4
10.4
97
59.5
20.3
47.9
Malaysia
48.3
50.9
44.7
87.8
24
38.9
13.1
Israel
48.2
39.4
38.5
77.9
71.1
11.6
43.4
Norway
48.1
34.1
13
79.5
88.6
10.1
60.8
United Kingdom
48.1
38.8
57.2
41.5
92
80.6
49
Spain
47.9
71.8
45.5
32.5
5.8
33.8
29.8
Malaysia
47.9
49.6
52.5
74.9
37.5
46
17.7
Belgium
47.7
51.3
45.5
10.4
89
44.7
68.4
United States
47.7
50.9
48.3
74
18.7
13
29.6
Germany
47.3
46.3
25.7
89.4
59.7
32.1
17.8
Germany
47.3
53
24.4
38.6
64.9
48.3
50.6
United States
47.2
25
7.4
100
67.3
90.6
42.1
United Kingdom
47
36.9
63
25.6
98.2
90.7
56
Taiwan
46.8
47.5
59.6
32.2
24.6
18
65.8
United Kingdom
46.8
28.9
36
43.5
99.5
96.5
64.9
Canada
46.8
39.3
76.5
7.6
77.6
84.1
68.5
New Zealand
46.7
51.7
41.4
19.6
100
62.9
48.2
Italy
46.6
14.6
8
86.2
2.1
52.5
99.3
Italy
46.6
74.7
46.3
6
14
13.5
46.8
United States
46.4
19.9
17.1
92
53.7
74
58.7
Germany
46.4
35.8
69.7
84.6
38.5
37.5
21.3
United Kingdom
46.3
42.2
32.9
50.5
86.5
93.4
34.4
India
46.2
46.8
63
23.3
3.3
1.5
80.6
Netherlands
46.1
35.2
53.5
42.6
75.3
68.9
53.7
India
45.9
33.3
16.2
53.2
1.5
1.8
100
Ireland
45.6
46
42.6
31.2
97.6
64.4
42.4
Saudi Arabia
45.2
28.5
36.8
71.3
99
60.6
38.6
Netherlands
45.2
21.1
35.1
39.8
94.4
83
81.2
Spain
45.1
61.1
38.4
14.1
30.7
26.6
54.7
United States
45
60.9
59.7
13.5
20.3
12.7
50.6
Chile
45
71.6
90.8
16.3
10.1
8.4
14.5
Sweden
44.8
54.7
16.8
34.7
82.3
15.7
46.2
Austria
44.7
32.9
57.7
8.6
75
87.6
78.7
Spain
44.7
57.4
64
45.8
9.9
14.1
24
United Kingdom
44.6
29.5
23.2
39.6
95.7
98.2
63.6
Belgium
44.5
25.9
24.7
90
85.9
65
29.7
Japan
44.4
58.6
86.9
36.8
29.2
35.8
7.5
Germany
44.2
51.2
19
66.1
45.1
26.6
24.1
South Africa
44.1
47.5
47.6
28.3
71.3
40.9
44.4
United States
44.1
39.2
46.6
64.3
14.6
15.8
46.1
Japan
44
51.4
77.2
62.2
13.2
11.3
9.4
Saudi Arabia
44
26.8
20.1
85.2
100
21.8
40.1
United States
44
28.2
25.4
100
23.7
32.8
36
Italy
43.5
72.9
33.3
5.7
10.1
8.5
43.8
Italy
43.4
22.4
7.3
100
19.7
21.1
57.7
United Kingdom
43.3
33.2
34.9
32.7
94
88.9
53.4
United States
43.2
37.9
25.5
63.3
37.2
14.1
50.4
Kazakhstan
43.1
34
60.7
98.6
40.8
26.1
1.2
United States
43.1
20.8
28.9
76.8
5.8
35.1
71.5
Australia
43.1
34.1
31
32.8
100
63.4
57.4
United States
42.9
29.8
42.6
67.3
43.1
20.6
49.8
Canada
42.8
30.4
65.7
9.1
98.4
50.1
73.5
Spain
42.7
64.6
71.6
26.6
3.6
24.1
14.5
Australia
42.7
31
34.3
21.6
93.4
86.4
66.9
Brazil
42.1
67.5
34.5
21.1
9.9
4.3
32.7
United States
42
42
29.9
12.2
64.1
56.6
67.9
New Zealand
42
47
36
13.4
99.3
59.2
44.3
Netherlands
41.4
31.1
15.3
39.4
54.4
26.2
76.7
Malaysia
41.4
33.9
45
73.3
27.3
53.7
22.7
Israel
41.3
35.4
40.5
7.8
35.2
11.8
95.4
United States
41.3
45.3
16.7
16.9
37.4
65.6
64.4
Netherlands
41.3
41.7
16.8
49.1
47.3
21.7
47.7
United Kingdom
41.2
30
63.3
34.4
82.8
72.1
40.4
Belgium
40.9
23.9
19.3
85.3
71.3
41.3
32.9
Australia
40.7
42.8
46.9
10.1
98.9
52.6
45.9
Taiwan
40.4
40.8
53.4
42.5
17.7
26.4
39.7
United States
40.1
34.2
42.8
67.6
16.6
47.3
26.7
Taiwan
40
28.9
52.1
45.8
29.1
31.5
54.6
Germany
40
47.7
15.5
41
45.3
22.6
38.4
New Zealand
40
38.8
43.8
13
100
64.6
45.9
Australia
39.9
32.4
47.3
19.5
100
51.8
52.7
Russia
39.8
30
26.4
93.8
11.6
49.1
16.4
United States
39.8
46.4
33.7
43.6
12.7
22.6
36.4
Canada
39.7
34.1
39
30.6
84.5
61.2
43.2
Russia
39.6
38.6
31.3
87.9
6.9
35.8
6
Colombia
39.6
54.4
87.9
27.6
32.1
3.1
8.1
Italy
39.6
55.1
38.7
13.3
12.5
6.1
49.8
Australia
39.5
30.6
47.3
23.6
96.5
95.8
40.5
Australia
39.2
37.1
63.1
12.3
100
93.2
29.2
Netherlands
39
22.1
22.1
24.6
97.4
100
65.1
Canada
39
36.2
69.9
8.7
72.8
25.4
53.5
United Kingdom
39
24.6
18.5
44.5
83.1
89.1
48.5
France
38.9
22.3
32.6
89.1
56
99.2
5.1
Germany
38.8
49.6
16.7
46.6
40.9
26.4
22.3
Lebanon
38.7
24.6
52.9
63.1
90.2
64.6
15.2
Spain
38.5
31
75.1
44.1
21.6
68.1
25.8
United Kingdom
38.4
28.7
11
29.3
96.9
95.6
51.2
Thailand
38.3
62.4
56.5
25.6
11.5
2.5
8.5
South Korea
38.3
27.1
32.4
87.8
15.2
41.1
18.4
France
38.2
4.7
43.2
95.1
95
99.7
15.8
France
37.8
8.7
53.9
92.1
27.1
99.7
20.2
Taiwan
37.6
24.4
30.6
64.2
24.3
36.7
43.6
Belgium
37.6
33.8
58.6
11
71.3
95.5
38
United States
37.5
20.2
9.8
78.9
29.4
38.5
45.7
Colombia
37.5
61.5
89.7
11.1
8.3
1.3
5.3
France
37.5
48.5
7.6
33.5
19.1
7.5
46.1
Sweden
37.3
37.7
12.2
57.1
43.7
17.6
32
Israel
37.2
28.4
34.7
24.6
64
3.8
69.5
China
37.2
38
51.3
21.7
50.7
10.7
46.5
Ireland
37.1
22.4
24.4
73.7
90.9
61.1
16.1
Germany
37
20
71.1
6.5
51.9
65
72.9
Hong Kong
36.9
18.6
15.4
41.5
99.9
90.4
49.8
United States
36.8
39.4
32
49.3
27.1
36.6
23.3
France
36.8
27.1
13
80.4
42.9
40.3
21.3
United States
36.8
41.9
20.1
37.6
21.7
17.5
41.9
China
36.7
32.2
9.6
26.2
89.1
27.9
58.4
New Zealand
36.6
19.7
17.8
14.9
97.8
78.3
75.3
Austria
36.6
20.4
19.9
66.1
98.4
99.3
16
United Arab Emirates
36.5
9.3
9.7
77.3
100
55.6
42.2
Russia
36.5
20.5
17.3
99.8
23.4
88.9
4.5
Japan
36.3
35
13.1
70.3
16
30.4
22.3
India
36.1
35.3
47.3
28
3.4
1.6
56.4
United States
36.1
22.2
23.8
62.7
7.6
39.4
49.2
Australia
36.1
30.1
44.2
6.4
97.1
77
47.6
Australia
35.9
25.1
19.9
27.5
100
58.2
51.9
United Kingdom
35.9
22.5
29.3
25.4
96.6
97
45.3
Qatar
35.8
16.9
28.3
66.4
100
98.3
14.3
China
35.7
39
12.3
31.2
23.6
31.4
48.6
China
35.7
21.8
7.3
52.6
10.8
10
72.9
Germany
35.6
26
55
8.2
34.2
61.2
65.9
Canada
35.4
19.1
19.1
23.7
100
73.4
61.8
India
35.2
26.6
41.1
21.6
5.3
1
78.4
Saudi Arabia
35.2
28.3
16.8
69
91.5
11.3
15.9
Canada
35.2
25.2
37.2
7.6
91.3
56.7
62
Russia
35.1
21
53.4
100
8.5
12.4
1.2
United States
35
32
19.7
30.3
60.7
29.1
47.8
Spain
35
31.6
30.9
17.3
66.3
25.8
55.6
New Zealand
34.9
29.1
30.7
24.3
98.6
94.8
27.7
Taiwan
34.9
14.4
16.9
99.9
5.8
7.8
33.2
China
34.9
35.3
33.2
49.7
11.4
7.6
32.2
Finland
34.9
26.1
41.4
60
27.2
5.7
32.9
Czech Republic
34.8
41.6
37.5
43.2
19.4
46.6
11.7
India
34.8
29.9
32.4
14.1
1.9
1.3
82.3
United Kingdom
34.8
18.6
12.4
26.8
98
95.2
55
Germany
34.8
49.9
36.8
23.7
15.8
33.5
19
Australia
34.8
21
10.1
21.1
90.8
96.2
58.6
Indonesia
34.7
39.5
47.3
43.4
94.5
5
1.9
United Kingdom
34.7
26.1
47.5
26.4
94
75.4
28.2
Spain
34.6
30.5
51.5
60.7
36.5
25.2
9.7
Brunei
34.6
13.4
6.2
94.9
100
66.2
6.2
Spain
34.5
34.7
35.2
53.1
10.4
28.8
22.1
Estonia
34.4
23.7
21.9
82.7
27.2
23.3
17.8
Russia
34.3
14.9
27.8
97.9
32.7
39.3
11.4
Italy
34.3
48.4
23.3
10.7
10.8
8.3
46.8
United Kingdom
34.3
19.1
10.2
67.2
86.5
58.3
24.2
France
34.2
58.3
48.2
5.5
21
61.2
3.6
United States
34.2
42.1
16.6
18.1
16.2
18
51.3
China
34.1
24.8
28.4
43.8
20.9
11.6
54
Germany
34
38.2
42.9
28.6
53.2
37.7
20.4
United Kingdom
33.9
22.6
11.8
47.5
100
100
20.3
Ireland
33.7
28.8
30
36.1
93
46.8
24.1
Austria
33.6
12.8
11.2
88.4
67.1
54.5
17.4
United States
33.5
40.7
24.5
30.5
45.3
24.6
25.4
France
33.5
15.1
8.6
91.4
29.1
31.8
25.9
Canada
33.4
23.7
23
6.4
91.7
91.5
55.5
Germany
33.4
18
63.6
6.7
35.2
27.8
76.2
United Kingdom
33.4
19.2
8.8
37.8
81.2
71.1
47.9
Thailand
33.4
38.9
33.2
61.4
8.9
5.9
6.7
United Kingdom
33.4
15.3
31.5
28.3
99.5
95.3
43
Germany
33.3
22.3
19.3
3.4
27.1
25.4
95.3
Indonesia
33.2
41.3
36.7
51.3
42.9
2.5
1.6
Australia
33.2
27.3
23.2
13.2
98.9
41.1
51.2
Russia
33.1
22.6
33
94.8
9.6
16.7
2.1
South Korea
33.1
11
3.9
36.8
10.1
7.2
100
Denmark
33
17.5
32.5
44.7
69.8
30.8
43.5
Sweden
33
19.7
24.9
40.3
65.9
17.8
51.5
United States
32.9
16.6
9.3
59
61.4
20
46.9
United States
32.7
29.5
36.9
29.9
43.8
29.3
37.4
United Kingdom
32.6
14.4
5.3
22.8
96.1
96.9
60
United Arab Emirates
32.4
20.4
27.2
58.1
100
48.4
11.8
Russia
32.4
9.8
14.7
97.6
46.2
74.1
6.7
South Korea
32.3
22.4
16.5
82.7
10.5
36.9
13.3
Taiwan
32.3
28.8
11.4
70.8
15.1
49
11
Indonesia
32.3
39.3
39.8
51.3
29.2
1.6
3.7
Japan
32.2
24.1
9.7
84.1
13.8
17.1
15.4
Spain
32.1
7.6
49.2
71.8
88.6
100
1.2
United States
32
27.6
26.1
36.9
37.5
53
31.9
Spain
32
22.8
17.7
80.8
5.8
18.8
18.3
Portugal
31.9
40.5
28.1
15.6
8
32.5
38.2
Poland
31.9
33.8
39.5
59.3
4.8
17.6
6.5
Germany
31.8
18.8
3.7
98
-
28.6
14
United States
31.8
19.1
12.5
9.1
86.2
52.2
70.4
Sweden
31.8
18.5
8.7
81.4
29.6
13.2
25.2
Germany
31.8
7.8
7
82.9
48.8
28.2
37.2
United States
31.7
18.9
18.2
20.6
85.3
93.8
45.5
Argentina
31.7
17.7
44.3
95.3
2.9
13.2
1.1
Finland
31.6
17
5.9
87.2
39.3
5.9
22.1
Germany
31.3
34.8
31.2
42.2
25.8
9.4
20
Italy
31.2
32.6
51.5
3.2
3.9
30.1
53
United Kingdom
31.1
15.5
19.5
11.2
95.7
98.7
54.2
Poland
31.1
40.3
47.1
38.7
9.2
12
6.8
Belarus
31
18
32.4
94.2
5.5
20.6
1.7
France
31
44.7
9.3
13.4
25.1
30.8
33.2
United States
30.9
16.9
8.1
61.9
25.3
12.1
45
Portugal
30.9
37
24.2
16.1
5.5
12.7
47.4
Czech Republic
30.8
6.5
5.8
97.8
24.5
62.1
18.2
New Zealand
30.7
8.7
10
44
95.9
98.8
37.9
Philippines
30.7
34.2
39.5
62
1.8
1.5
2.1
Brazil
30.6
53.8
19.6
21.3
7
2
11.5
Japan
30.5
11.2
5
100
3.6
16.7
21.8
United States
30.5
2.6
3.3
99.3
-
11.6
42.9
United States
30.5
20.9
9.6
35.3
42.9
79.1
39.7
Norway
30.5
30.2
26.3
30.9
70
12.8
26.9
United Kingdom
30.5
11.6
14.6
15.4
99.3
97.7
56.6
Canada
30.4
16
10.7
5.9
92.4
51.1
72.2
Russia
30.4
17.7
14.6
94
15.7
34.7
2.1
Russia
30.3
9.9
25.7
99.9
15.6
54.7
1.1
United States
30.2
19.8
7.9
11.9
44.8
18.7
79.2
United Kingdom
29.8
20.3
10.4
22.6
98.2
74.5
36.7
China
29.8
22.3
5.4
28.4
30.9
8
63.2
United Kingdom
29.7
19.3
9
13.2
99.7
99.4
41.9
United Arab Emirates
29.6
18.3
35.1
30.2
100
100
13.4
United States
29.4
15.3
15.6
82.5
14.7
14.1
18.5
Denmark
29.4
19.3
18.4
39.9
73.6
33
32.2
Finland
29.3
16.2
21.2
45
43.1
9.2
44.7
Pakistan
29.2
5.4
4.6
96.4
-
-
36.2
United Kingdom
29.1
26.7
57.8
15.5
61.7
72.1
13.9
Australia
29
15
11.8
9.6
94
77.9
56.1
United States
29
15.9
9.2
15
65.4
27.5
69.8
Brunei
28.9
9.7
9.8
85.3
99.2
16.9
5.5
France
28.9
44.3
6.7
8.2
39.5
42.7
23.4
Taiwan
28.9
9.6
12.3
87
22.1
18.8
21.6
Oman
28.9
12.1
14.8
74.5
100
7.6
11.2
Argentina
28.8
9.8
9.6
84.6
35.1
97.5
1.2
India
28.8
13.7
19.6
11.7
-
3
93.8
United States
28.8
10.1
8.5
30.2
38.2
51.9
66.1
Australia
28.8
14.3
20.2
19.5
98.3
91.2
38
Macao
28.7
11.2
6.4
24.3
100
96.2
43.9
Russia
28.7
9
14.6
88.3
13.4
85
4.8
Italy
28.6
40.7
19.8
11.4
6.8
5.5
36.6
Norway
28.6
13.6
2.8
81.8
69.6
10.3
12.1
Italy
28.6
25.3
11.7
16.2
30.6
6.7
60.7
United States
28.5
8.7
8.7
100
5
12.3
15.9
Russia
28.5
18.2
8
82.3
9.7
53.1
3.5
Russia
28.5
10.7
19.1
83.5
10.7
93.7
1.5
Japan
28.4
24.6
27.4
58.3
10.2
9
15.4
Finland
28.4
24.8
30.7
29
29.2
8.6
38.1
Egypt
28.4
24.6
37.4
43.7
93.9
3.8
5.7
United States
28.3
5.9
7.8
100
7.4
16.2
19.6
Switzerland
28.3
9.7
66.4
8.1
100
93.5
31.8
South Africa
28.2
24.9
36.9
11.7
83.5
10
37.4
China
28.2
19.2
23.4
17.3
12.7
6.6
68.1
Australia
28.2
19.8
22
8.4
97.7
95.9
33.2
Pakistan
28.2
16.4
39.4
76.6
3.7
5.4
9.2
Argentina
28.2
15.6
36.9
84.4
6.1
12.2
1.9
United States
28.2
28.4
23.4
18.5
62
10.6
35.6
Portugal
28.1
30.1
13.1
19
12.4
57.2
37.1
Iran, Islamic Republic of
28
11.8
23.7
14.2
5.2
2
88.3
United States
28
12.1
28.1
19.3
5.7
4.5
79.3
South Korea
28
12.2
20.1
82.7
40.3
40.9
2.2
Taiwan
27.9
24.7
19.4
36.5
15.6
8.6
37.6
Germany
27.9
21.8
11.1
54.7
34.5
22.8
20.9
Netherlands
27.8
15
24.1
12.4
84.2
38.7
53.3
Austria
27.8
11.2
29.1
52
77.4
20.6
25.2
South Korea
27.8
14.1
21.1
77.3
16.5
29.6
11
China
27.8
25
6.4
54.9
46.3
5.2
17.6
Canada
27.7
21.3
21.3
30.7
69.1
28.7
29.6
United Kingdom
27.6
20.5
7.9
20.3
86.6
95.7
26.5
Kazakhstan
27.5
12.9
14.8
93
32.3
6.1
1.4
Israel
27.4
16.4
19.1
18.2
70.1
21.3
53.3
United States
27.4
10.6
5.1
85.7
17.6
22.1
17.2
United States
27.3
17
7.4
16.1
23.1
100
51.7
Portugal
27.3
26.9
27.8
28.2
26.7
43.8
22.4
United States
27.3
22.4
13
43.2
16.9
17
32.9
Australia
27.2
14.3
8.8
8.6
91.4
88.1
48.9
Italy
27.2
31.6
15.4
6
3.1
1.1
57.4
Germany
27.2
24.2
8.5
37.6
56.7
27.5
24.2
Taiwan
27.1
23
19.5
32.8
20.7
20.3
36.3
South Africa
27.1
25.9
31
4.5
38.2
11.6
50.6
China
27
17.9
3.5
21.5
9
6.2
71.6
Belgium
27
18.5
25.5
25.3
45.9
57.8
33.5
Ireland
27
16.8
25.9
39.1
79.6
51
16.2
Spain
26.7
19.2
9.9
74.8
4.8
6.1
12
United States
26.7
22.9
21.1
37.5
43.6
19.5
23.6
Germany
26.7
22.8
16.7
2.5
34.3
33.8
59.6
Spain
26.5
27.6
61.2
23.9
3.7
34.8
12.7
China
26.4
20.9
7
35.1
5
8.1
47.9
Russia
26.4
9.8
13.7
83.3
18.3
44.1
6.3
Argentina
26.3
7.7
19
89.2
6.9
55.8
1.1
Brazil
26.2
11.7
5.1
93
5.5
1.8
10
Russia
26.2
10.5
10.5
77.2
16.8
78.1
3.3
Canada
26.2
11.5
10.2
31.3
73.5
53.6
39.3
Japan
26
14.6
4.9
79.8
8.5
6.1
14.7
United States
26
18.2
20.8
46
30.9
8.5
26.7
Malaysia
26
10
35.1
57.6
41.7
81.1
3.6
Australia
26
4.1
8.4
47.3
98.6
99.1
20.3
New Zealand
26
19.6
25.9
14.7
99.5
100
12.8
United Kingdom
26
10.9
41.9
13.2
97.3
54.4
35.7
Italy
25.8
34.2
6.2
10.6
8.5
20.3
39.2
Japan
25.8
21.2
66.8
35.9
29.2
21.5
4.3
United States
25.8
26.9
43.3
12
17.8
5.7
35.4
Turkey
25.7
16.3
31.4
49.8
39.9
6.7
18.4
Russia
25.7
9.3
16.5
74.1
11
68.1
7.3
China
25.7
26.1
4
26.5
7.6
4.5
44.1
South Korea
25.6
10.4
7
82
14.4
35.1
9.1
United States
25.6
16.9
12.4
16.6
44.8
9.9
57.3
South Korea
25.6
18.6
34.1
51.9
11.8
21
13
Greece
25.6
18.7
45
9
1.6
7.3
56.3
France
25.5
32.7
5.7
28.9
51.4
41.6
6.5
Lithuania
25.5
18.6
22.9
69.5
9.2
6.1
5.2
United States
25.4
10.3
5.4
12.6
14.9
13.3
83.7
United States
25.3
17.9
7.9
29.6
56.3
21
37.6
China
25.2
19.2
5
17
4.5
4.1
65.6
China
25.2
15.5
6
31.8
10.1
6.2
55.8
Canada
25.2
15.3
36.2
5.4
84.4
89.6
28
Germany
25.2
15.8
6
10
47.9
12.7
66
United Kingdom
25.2
12.9
12.9
33.8
73.9
61
25.9
South Korea
25.2
4.7
1.9
96.5
3.2
4.3
17.1
Japan
25.1
6
2.4
99.9
4.6
2.6
10
Colombia
25.1
34
70.6
17
6.5
2
2.5
China
25.1
16.4
10.4
27.5
9.3
5.5
55.7
Germany
25.1
11.9
5.8
57.9
40.8
47.3
18.4
Australia
25.1
18.3
25.9
8.7
100
55.1
28.3
United States
25.1
11.7
11
41.2
29.6
80.9
27.3
Peru
25
36.5
56.3
19.2
7
2.3
1.7
United States
25
24.5
26.3
16.1
32.1
6.6
36.6
India
25
37.1
43.7
12.1
1.7
1.8
15.6
Singapore
24.9
14.5
25.8
15.7
100
67.8
24.3
United Kingdom
24.8
10.6
10.6
21.1
75.9
65.3
40.7
Germany
24.8
18
4.7
55.1
11.6
12.7
24.1
Colombia
24.7
8.9
39
79.8
16.9
2.2
1
China
24.7
12.1
3.9
21.2
13.5
4.3
71.3
Brazil
24.6
31.2
15.5
35.5
5.9
2.2
14.7
Malaysia
24.6
12.6
26.2
35.5
82.2
30.1
20.9
Australia
24.5
15.5
12.6
5.2
95.5
68.7
38.7
Taiwan
24.5
3.8
4.5
59.3
3.7
8.1
50.2
China
24.5
16.6
12.6
53.1
13.9
3
25.2
United Kingdom
24.5
9.9
6
28
59.8
57.3
42.1
United States
24.5
9.8
3.8
72.6
18.5
13.3
20.1
Chile
24.4
35.6
60.2
13.1
8.2
2.2
4.7
Iran, Islamic Republic of
24.4
4.7
15
7.4
7
2.6
94.9
France
24.3
33.9
4.9
13.5
23.6
26.6
25
United States
24.3
11
10.2
11.6
39.3
22.5
67.1
Ukraine
24.3
10.8
11.4
72.2
1.3
78.4
1.8
Kazakhstan
24.3
7
6.1
94.1
17.1
17.7
1
Uruguay
24.3
13.4
17.3
79.1
18.1
3.7
1.3
India
24.3
11.7
15.2
18.7
-
1.5
71.2
Finland
24.3
6.6
17.2
23.6
49.4
28.6
56.3
Czech Republic
24.2
18.7
39.7
33.9
18.2
57.5
10.6
Finland
24.2
14.5
10.5
43.8
27.9
9.1
33.5
France
24.2
20.3
18.8
13.1
20.1
39.3
42.8
Turkey
20
28.8
-
58.6
14.9
24
France
-
25.7
46.9
40.5
84
-
Saudi Arabia
-
-
72.5
100
23.2
-
China
-
-
39.7
-
-
50
Saudi Arabia
-
-
64.1
100
22.6
-
Spain
-
17.9
55.8
24.7
74.3
-
Cuba
16.5
26.8
68.9
-
-
-
South Africa
-
27.3
37.7
80.1
38.5
-
Hungary
17.8
-
53.9
-
58.4
-
United States
-
-
-
-
66.4
52.2
Costa Rica
27.5
45.2
35.3
-
-
-
Spain
35.8
-
-
-
21.5
21.3
Italy
24.8
39.5
-
19.5
-
19.9
Italy
31.4
-
-
-
17.6
32.6
France
21.1
-
50.3
-
30.9
-
South Korea
-
-
67.8
-
-
31
Canada
21.3
31.9
-
30.4
71.4
19.7
York-University
Pakistan
-
-
-
-
-
77.4
Taiwan
-
19.1
38
27
18.9
32
United States
19.7
-
-
31.5
19.5
38.3
Iowa-State-University
Germany
-
-
76.6
-
-
-
Malaysia
-
46
32.3
55.4
75.2
-
South Korea
19.8
-
38
-
-
21.8
Turkey
-
21.3
37.2
45.2
-
20.6
Germany
-
18.7
65
-
33.6
-
Germany
20.6
-
27.1
41.7
20
24.6
Ireland
-
21.6
-
84
21.8
26.9
University-of-Limerick
Poland
24.1
56.6
-
-
-
-
United Kingdom
-
-
-
50.4
70.5
51.5
Bangor-University
Egypt
34.1
44.3
-
-
-
-
South Korea
-
-
78.3
-
-
-
Germany
-
-
-
-
-
77.1
Russia
-
-
98.1
-
14.9
-
Japan
-
-
84.3
-
-
-
United States
-
-
43.1
-
64.8
37.8
Clark-University
United Kingdom
-
49.3
-
72.4
99.6
-
Coventry-University
China
-
-
31.9
60.6
28.7
29.6
Russia
-
-
79.9
18.7
45.8
-
Japan
-
-
81.3
-
-
-
China
25.1
34.2
30.4
-
-
-
Germany
24.9
-
39.2
-
20.7
-
France
-
-
81.8
-
27
-
Germany
-
-
28.5
44.5
26.5
34
Ukraine
16.7
24.9
58
-
-
-
Finland
-
-
43.8
43
18.2
28.2
Saudi Arabia
-
-
71.5
98.3
-
-
Austria
19.8
19.9
-
53.1
36.6
17.9
Malaysia
-
23.4
47.3
50.6
41.7
-
Russia
-
-
86
-
15.1
-
Italy
29.2
-
-
-
-
36.2
Czech Republic
21.7
21
-
25.2
70.9
-
Taiwan
20.2
31.2
29.3
-
56.7
-
Colombia
-
28.1
74.2
-
-
-
Japan
-
-
71.5
-
-
-
Portugal
-
-
-
-
-
59.4
South Africa
22.1
41
-
58.3
-
21.7
United States
16.7
-
39.5
34.5
-
-
Israel
-
-
-
73.5
-
53.4
China
-
-
-
-
-
66.3
South Korea
-
-
90.8
-
-
-
United States
-
-
35.5
-
43.2
42.1
Lehigh-University
United States
-
-
-
77.4
26.6
37.6
University-of-Nebraska---Lincoln
Greece
24.9
27.3
-
-
17.5
33.8
United States
-
-
39.6
23.7
31.8
30.5
Drexel-University
Kazakhstan
-
-
74.4
41.5
-
-
Kazakhstan
-
20.8
69.3
-
-
-
United States
-
-
57.5
-
96.3
-
The-New-School
Japan
-
-
69.6
-
-
-
Mexico
-
36.2
64.9
-
-
-
Canada
23.3
19.2
-
46.3
15.9
29.4
Lebanon
-
26.4
52.1
76.2
-
-
United States
-
-
35
-
14.7
30.9
University-of-Cincinnati
France
-
-
-
65.1
58.2
37.4
United States
16.7
19.3
-
44.8
-
31
South-Carolina-State-University
United States
-
-
41.3
28
-
26.5
University-of-Oklahoma
Australia
-
-
-
81.5
44.1
36.4
Murdoch-University
Canada
-
23
-
47
-
40.2
University-of-Guelph
South Korea
-
-
59.1
-
16.2
-
China
-
-
-
-
-
61.9
South Korea
-
-
58.6
-
-
18.3
United States
-
-
68.2
-
-
22.1
University-of-Vermont
United States
-
-
-
-
28.2
43.1
Spain
27.6
-
-
-
-
23.2
Italy
21.3
-
-
-
-
44.8
United States
-
22
-
-
58.6
26.3
Syracuse-University
Lebanon
-
27.7
30.1
95.6
49.6
-
Japan
-
-
63.3
-
-
-
United States
-
-
77.2
-
-
-
Howard-University
Lebanon
-
-
85.3
-
-
-
Switzerland
-
-
-
100
51.2
32
Malaysia
-
-
36.3
28.5
75
-
Slovenia
18.2
-
44.9
-
-
-
Italy
17.7
-
-
-
-
55.8
Belgium
-
-
-
30.4
34.8
62.6
Lithuania
-
26.4
42.3
-
36.1
-
Turkey
23.9
46.5
-
-
-
19.3
Hong Kong
-
-
28.4
100
51.2
18.5
United Kingdom
-
-
-
77
95.7
-
Argentina
31
-
27
-
-
-
Spain
-
46.5
-
95.8
41.9
-
Spain
30.6
-
-
-
-
-
Mexico
-
29
58.7
16.9
-
-
Argentina
-
34.1
25
31.3
50.6
-
Germany
-
-
-
27.8
49.6
44.5
Germany
-
-
38.6
18
-
21.8
United Kingdom
-
-
-
51.3
81.1
26.4
University-of-Bradford
Hungary
-
-
32.1
-
74.5
-
Jordan
23.4
34
-
26.9
35.1
-
United States
-
-
24.8
20.5
-
34.2
University-of-Kentucky
Austria
-
-
34.9
89.7
66.8
-
Canada
-
-
46.2
-
35.2
-
University-of-Manitoba
United States
-
-
-
-
-
40.8
University-of-New-Mexico
United States
17.2
-
-
-
24.4
27.7
University-of-Oregon
United Kingdom
-
18.5
-
76.8
75.4
-
University-of-Portsmouth
United States
-
-
-
26.4
34.2
33.2
University-of-South-Florida
Iran, Islamic Republic of
18.6
23.2
-
-
-
38.8
Australia
-
-
-
48.2
78.3
43.1
Victoria-University
United States
-
-
51.3
-
-
18.7
United States
-
-
28.3
27.1
61.6
36.6
Worcester-Polytechnic-Institute
South Korea
-
-
53.1
-
-
21.2
United States
-
20.9
32.4
-
25.6
-
American-University
United Arab Emirates
-
24.9
-
100
100
-
Philippines
18.4
30.7
35.1
-
-
-
Australia
-
-
-
96
97.2
-
Indonesia
17.6
-
36.9
45.8
-
-
Thailand
29.8
22.4
-
-
-
-
United States
29.7
-
-
-
-
-
United States
-
-
26.7
26.5
-
52.2
Clarkson-University
United States
-
-
38.3
-
-
22.3
College-of-William-and-Mary
Japan
-
-
69.4
-
-
-
Lebanon
-
-
45.2
98.8
36.8
-
Argentina
-
26.7
59.4
21.8
17.4
-
Iran, Islamic Republic of
-
-
-
-
-
80.2
United Kingdom
-
-
30.1
58.2
41.7
24.2
Keele-University
South Korea
-
-
41.5
-
-
-
Russia
-
-
66.2
-
16.8
-
United States
-
-
30.7
-
28.5
38.2
Michigan-Technological-University
Japan
-
-
78.4
-
-
-
Czech Republic
-
-
40.4
36.4
20.6
-
Brazil
28.2
-
-
21.3
-
-
China
17.9
-
-
-
-
37.3
United States
-
-
72
-
26.3
-
Smith-College
Estonia
-
20.7
30.4
40.2
31.3
-
Thailand
23
34.3
29.6
18.8
-
-
Japan
-
-
37.4
-
-
26.6
Japan
-
-
-
-
-
51.4
United Kingdom
-
20
-
99.1
17.8
20
Ulster-University
Chile
23.6
39.4
-
-
-
-
Spain
23.7
-
-
-
27.7
-
Argentina
-
29
56.6
-
-
-
China
-
-
28.5
-
-
36.3
Indonesia
20.6
23.7
33.3
-
-
-
Turkey
19
42
-
-
-
19.8
Czech Republic
-
33.1
-
-
62.1
-
Canada
-
-
-
24.7
35.6
39.3
Carleton-University
Australia
-
-
-
50.2
94.5
33.5
Charles-Darwin-University
Australia
-
-
-
61.5
82.8
17.8
Edith-Cowan-University
Hungary
23.6
-
-
-
19.1
-
United States
-
-
53.9
-
-
-
Mexico
19.4
52.2
-
-
-
-
Mexico
-
48.7
-
58.6
-
-
Malaysia
16.9
-
-
29.7
69.5
-
Turkey
18.1
36.7
-
-
-
-
India
-
-
-
-
-
43.4
Jordan
-
26.4
-
-
42.8
-
Japan
-
-
74.1
-
-
-
Taiwan
-
-
45.2
-
-
23.1
Kazakhstan
-
-
50.4
27.5
-
-
Germany
19.6
-
-
31.5
34.4
21.7
United States
-
-
-
-
-
46.5
Louisiana-State-University
United States
-
-
-
40.5
24.5
49.3
Greece
19.5
27.7
-
-
15.8
26.7
Taiwan
-
-
24
-
-
25.8
Ukraine
-
-
66.4
-
-
-
Japan
-
-
56.1
-
-
21.1
Germany
-
-
-
-
25.4
26.8
Brazil
-
19.7
51.6
-
-
-
United States
-
-
23.4
32.9
40.5
-
Russia
-
-
71.9
-
17.9
-
South Korea
-
18.8
-
23.8
19.6
21.9
United States
-
-
-
46.8
96.1
32.5
Stevens-Institute-of-Technology
United States
-
-
27.5
-
-
20.7
Temple-University
Colombia
25.4
43.4
-
-
-
-
Spain
-
-
44.7
-
-
-
Mexico
17.2
46.8
-
-
-
-
Spain
19.6
-
-
-
-
21.8
Brazil
28
-
-
-
-
-
Brazil
26.3
-
-
-
-
-
Italy
16.5
-
-
-
15.9
33.1
Germany
-
-
-
-
34.4
42.5
France
20.5
-
-
-
18.1
23
Canada
-
-
28.5
61.8
-
18.6
Université-de-Sherbrooke
Malaysia
21
38
-
-
-
-
United States
-
-
50.4
-
-
20.4
University-of-Denver
Israel
-
-
-
-
-
31.6
Portugal
-
-
31.4
21.9
-
-
Hungary
-
-
39.5
-
64.7
-
United Kingdom
-
-
-
52.8
32.4
29
University-of-Plymouth
South Korea
-
-
38.9
-
-
-
United Arab Emirates
-
-
-
100
100
-
United Kingdom
-
-
-
82.6
100
-
University-of-Westminster
Canada
-
-
-
-
46.6
62.3
University-of-Windsor
United Arab Emirates
-
-
30.6
100
-
-
United States
-
-
-
-
16
38.2
Mexico
18.4
-
33.7
-
-
-
Colombia
-
-
62.2
-
-
-
Brazil
17.2
-
29.6
-
-
-
Italy
-
-
-
-
14.8
36.7
Italy
-
-
-
-
-
40.2
Germany
-
-
-
-
24.6
29.6
France
25.9
-
-
21.5
23.8
-
United States
-
-
-
-
-
43.3
Malaysia
-
-
54.9
-
-
-
United Kingdom
-
23
-
42.6
45.1
-
United Kingdom
-
25.8
-
53.5
39
-
Nottingham-Trent-University
United Arab Emirates
-
-
-
100
100
-
Ireland
-
-
-
79.7
19
18.4
Maynooth-University
India
-
-
53.3
-
-
-
United Kingdom
-
-
-
60.2
92.7
-
Pakistan
-
36.3
-
-
-
-
United States
-
-
-
31.7
-
20.9
Kansas-State-University
United States
-
-
32.3
17.9
-
33.2
United States
-
-
-
-
-
27.1
United States
-
23.3
-
-
-
34.6
University-of-Alabama
Iraq
-
-
46
-
-
-
United Kingdom
-
-
-
86.1
96.7
-
United Kingdom
-
20.2
-
55.4
73.8
-
University-of-Huddersfield
United Kingdom
-
-
-
63.9
21.2
29.3
University-of-Hull
Greece
-
22.3
-
-
-
37.3
United States
-
-
40.3
-
58.6
-
University-of-Tulsa
Vietnam
19.4
-
27
-
-
-
Japan
-
-
57.5
-
-
-
Chile
20.5
28.4
-
-
-
-
Latvia
-
20.6
27.3
20.4
29.3
-
Spain
-
-
28.8
-
24.2
32.2
China
-
-
53.6
-
-
-
United States
-
24.1
-
-
-
25.9
United States
-
-
43
-
37.6
-
Southern-Methodist-University
Ukraine
-
-
52.8
-
43.8
-
Chile
-
63.6
-
36.3
-
-
Ukraine
-
21.6
46.7
-
-
-
Venezuela
19.1
42.7
-
-
-
-
Spain
-
-
31.3
-
16.1
-
China
-
-
-
-
-
51.5
South Korea
-
-
65.4
-
-
-
United States
-
24
-
-
-
26.3
Clemson-University
South Korea
-
-
37.4
-
-
-
South Korea
-
-
35.9
-
-
22.6
China
-
-
-
19.1
-
49.8
United Kingdom
-
-
-
79.3
46.5
18.2
Bournemouth-University
China
-
-
40.9
-
-
18.6
China
-
-
23.8
-
14.7
21.9
Canada
-
-
-
32.1
53.5
24.8
Memorial-University-of-Newfoundland
United Kingdom
-
-
-
41.4
56.2
-
University-of-the-West-of-England
United Kingdom
-
-
-
85
91.2
-
United States
-
-
-
25
14.8
17.6
United Arab Emirates
-
-
-
100
100
-
India
-
-
-
-
-
45.3
United States
-
-
-
-
-
42.8
Brigham-Young-University---Provo
China
-
-
-
-
-
36.9
Slovakia
-
-
34.8
-
16.5
-
Ireland
-
-
-
43.9
48.5
-
Japan
-
-
42.6
17.8
-
18.9
India
-
-
44.9
-
-
-
Lithuania
-
-
35.2
-
-
-
Kazakhstan
-
-
31.6
65.5
-
-
China
-
-
-
-
-
41.8
United Kingdom
-
-
-
57.5
98.9
-
United States
-
-
28.9
-
-
-
Loyola-University-of-Chicago
United Kingdom
-
-
-
40.2
38
-
Manchester-Metropolitan-University
Ukraine
-
-
48.2
-
-
-
United States
-
-
-
-
54.9
25.7
New-Jersey-Institute-of-Technology
India
-
-
46
40.8
-
-
Indonesia
-
-
41.7
-
-
-
Austria
-
-
-
-
96.5
20.7
Russia
-
-
44.6
-
16.4
-
Japan
-
-
41.5
-
-
17.5
Slovakia
-
-
44.6
-
-
-
Bulgaria
-
-
40.5
-
-
-
Australia
-
-
-
50.9
58.6
30.9
Southern-Cross-University
Malaysia
-
22
31
39.6
23.6
-
Czech Republic
-
-
50.1
17.9
19
-
Germany
-
22
-
19.6
-
-
Colombia
-
44.4
-
-
-
-
Mexico
-
20.5
30.6
43
-
-
Ecuador
-
22.7
26.9
60.2
-
-
Colombia
-
35.6
25.9
17.8
-
-
Italy
-
19.5
-
30
-
-
Italy
-
-
-
-
-
46.1
Italy
-
-
-
-
-
45.1
Germany
17.1
-
-
26.6
-
-
Germany
-
-
-
-
20.7
17.9
Germany
-
-
30.8
-
19.4
25.9
France
-
-
-
21.9
40.2
-
Malaysia
-
-
-
44.8
-
-
Italy
-
-
-
-
16.3
50.2
Greece
-
-
-
-
-
34.7
United Kingdom
-
-
-
59.8
82.2
-
University-of-Hertfordshire
Slovenia
-
-
39.3
-
-
-
Australia
-
-
-
64.1
34.6
21.1
Croatia
-
-
32.8
-
-
-
Japan
-
-
30.4
-
-
-
South Korea
-
-
-
-
-
-
Poland
-
-
23.9
-
-
-
Poland
-
19.1
24.9
-
-
-
Egypt
-
26.9
-
20.3
-
-
Egypt
-
21.8
-
-
-
-
India
-
-
26.9
-
-
-
India
-
-
32.9
46.1
-
-
Turkey
-
-
-
-
-
-
Egypt
-
-
-
29.6
-
-
Greece
-
36.9
-
-
-
20.9
United States
-
-
-
-
16.3
22.3
Auburn-University
Australia
-
-
-
50.7
44.2
-
Australian-Catholic-University
Romania
-
-
-
-
-
-
Azerbaijan
-
-
44.8
-
-
-
India
-
-
-
-
-
20.1
Bangladesh
-
21.1
-
-
-
-
United States
-
-
-
-
-
-
Baylor-University
China
-
-
40.7
23.6
28.6
-
Lebanon
-
-
-
82
41.7
-
Belarus
-
26.6
36.5
-
-
-
Indonesia
-
-
24.9
17.6
-
-
United States
-
-
-
-
28.3
22.8
India
-
-
-
-
-
18.3
United Kingdom
-
-
-
36.4
68
-
Birmingham-City-University
Hungary
-
-
-
-
15.3
-
United Kingdom
-
-
-
34.1
25.4
-
Canterbury-Christ-Church-University
Pakistan
-
-
26.1
-
-
-
Hungary
-
-
-
-
37.5
-
Poland
-
-
40.7
-
-
-
Czech Republic
-
-
-
24.7
49.1
-
Philippines
16.6
23
-
-
-
-
United Kingdom
-
-
-
53.5
88.6
-
De-Montfort-University
Indonesia
-
-
-
-
-
-
Kazakhstan
-
-
42.3
-
-
-
United Kingdom
-
-
-
51.8
82.9
-
Edinburgh-Napier-University
Ecuador
-
-
45.2
-
-
-
Ecuador
-
20.5
27.7
17.1
-
-
United States
-
-
-
17.4
33.9
-
Fordham-University
Poland
-
-
32.7
-
-
-
United States
-
-
-
-
21.3
22.5
George-Mason-University
Jordan
-
-
28.4
57.8
30.4
-
United Kingdom
-
-
-
33.6
43
-
Glasgow-Caledonian-University
Turkey
-
-
-
-
-
-
Turkey
17.9
-
-
-
-
-
Kazakhstan
-
-
40
-
-
-
Thailand
23.7
18
-
-
-
-
Kazakhstan
-
-
37.2
-
-
-
United States
-
-
-
20
-
31.9
Kent-State-University
Thailand
-
-
-
-
-
-
Saudi Arabia
-
-
-
99.6
-
-
Thailand
-
-
-
-
-
-
Kuwait
-
-
-
48.4
32.2
-
Japan
-
-
28.4
-
-
-
Japan
-
-
-
16.3
-
29.2
United Kingdom
-
-
-
44.7
32.7
-
Liverpool-John-Moores-University
Poland
-
-
31.9
-
-
-
United States
-
-
28.7
-
-
-
Marquette-University
United Kingdom
-
-
-
85.9
35.4
17.5
Middlesex-University
Malaysia
-
-
-
20.2
25.8
-
Iraq
-
-
35.8
-
-
-
Japan
-
-
-
-
-
42
Taiwan
-
-
-
-
-
-
Poland
-
-
39.3
-
-
-
Lebanon
-
-
-
79.5
22.5
-
Russia
-
-
26.5
-
44.8
-
Italy
-
-
-
-
-
48.1
Ecuador
-
20.7
25.3
24.8
-
-
Brazil
-
-
-
-
-
-
Poland
-
-
-
-
-
-
Thailand
16.8
-
-
-
-
-
Jordan
-
-
-
68.8
32.7
-
South Africa
-
-
-
-
45.2
21.8
Latvia
-
-
-
-
78.8
-
Japan
-
-
38.9
-
-
-
Japan
-
33.4
-
28.8
-
-
Canada
-
23.5
-
-
-
34.7
Toronto-Metropolitan-University
Japan
-
-
-
-
-
23
India
-
-
37.8
-
-
-
Indonesia
-
-
27.5
42.6
-
-
Iran, Islamic Republic of
-
-
-
-
-
23.5
China
-
-
30.6
38.9
50.1
-
United Kingdom
-
23.3
-
30.7
20.2
-
Sheffield-Hallam-University
Iran, Islamic Republic of
-
-
-
-
-
37.3
Japan
-
-
-
36.9
25.6
-
Russia
-
-
39.8
-
21.8
-
Estonia
-
-
-
41.9
25.7
-
Slovakia
-
-
31
-
-
-
Costa Rica
-
29.8
26.4
-
-
-
India
-
-
-
-
-
23.5
United Kingdom
-
-
-
51.5
65.4
-
Robert-Gordon-University
Japan
-
-
-
-
-
-
Japan
-
-
-
-
-
23.1
Chile
-
-
-
21.3
-
-
Mexico
-
19.5
-
-
-
-
Mexico
20.7
-
-
-
-
-
Mexico
22.7
-
-
-
-
-
Venezuela
18.5
49.3
-
-
-
-
Spain
-
-
-
-
-
-
Uruguay
17.3
-
-
-
-
-
Peru
-
36.3
-
-
-
-
Chile
-
22.2
-
-
-
-
Venezuela
-
19.3
-
-
-
-
Mexico
-
-
-
-
-
-
Spain
-
-
23.8
-
-
-
Spain
-
-
-
-
-
18.6
Puerto Rico
-
-
-
17
-
-
Chile
-
-
-
21.2
-
-
Colombia
-
21.1
-
-
-
-
Colombia
-
18.6
-
-
-
-
Chile
-
29.5
-
-
-
-
Colombia
-
52.7
-
-
-
-
Costa Rica
-
20.7
26
20
-
-
Paraguay
-
-
31.4
-
-
-
United States
-
-
-
-
38.3
-
University-of-San-Francisco
Argentina
20.1
-
-
-
-
-
Argentina
-
-
-
-
-
-
Argentina
17.7
-
-
-
-
-
Peru
-
-
35.8
16.6
-
-
Venezuela
-
30.7
-
-
-
-
Chile
-
42.5
-
21.8
-
-
Panama
-
28.8
-
-
-
-
Argentina
-
30.6
39.5
-
-
-
Portugal
-
24.1
-
-
20.6
-
Spain
-
-
41.6
-
-
-
Brazil
22.2
-
-
-
-
-
Spain
-
-
-
-
-
22.6
Brazil
-
-
-
-
-
-
Brazil
-
-
32
-
-
-
Brazil
-
-
24
-
-
-
Brazil
-
-
-
-
-
-
Brazil
-
-
-
-
-
-
Brazil
-
-
28.5
-
-
-
Brazil
-
-
38.1
-
-
-
Italy
-
-
-
-
-
31.6
Italy
-
-
-
-
-
51
Italy
-
-
-
-
-
35.3
Italy
-
-
-
-
-
28.9
Italy
17.8
-
-
-
-
-
Italy
-
-
-
-
-
26.5
Germany
-
-
-
37.1
23.7
-
France
-
-
-
18.3
20.7
-
France
-
-
-
-
37.4
-
France
-
-
-
16.7
16.6
-
France
-
-
-
25.5
-
-
France
-
-
-
18.9
85.5
-
France
-
-
-
38.2
61.9
-
Malaysia
-
-
-
36.8
-
-
Malaysia
-
-
32.1
16.2
14.6
-
Malaysia
-
22.5
-
-
-
-
United States
-
-
-
-
-
-
Bahrain
-
19.4
-
98.2
22.3
-
Italy
-
-
-
-
-
25.8
Serbia
-
-
-
-
-
-
United Kingdom
-
-
-
59.2
56.3
-
University-of-Brighton
Romania
17.6
-
-
-
-
-
India
-
-
-
-
-
18.6
United Kingdom
-
-
26.3
32.3
50.3
-
University-of-Central-Lancashire
Bangladesh
-
20.9
-
-
-
-
Pakistan
-
26
-
-
-
-
Poland
-
-
-
-
-
-
Iraq
-
-
43.6
-
-
-
South Africa
-
-
-
33.3
-
19.2
Latvia
-
-
-
-
-
-
United Kingdom
-
-
-
75.5
-
-
University-of-Lincoln
Poland
-
-
27.5
-
-
-
Malaysia
-
-
-
24.7
-
-
United States
-
-
36.6
-
-
-
University-of-Mississippi
United States
-
-
-
-
-
22.6
India
-
25.5
-
-
-
-
Australia
-
-
-
-
-
25.5
United States
-
-
-
-
-
30.9
University-of-New-Hampshire
Czech Republic
-
-
32.7
16.1
-
-
Italy
-
-
-
-
-
38.6
Sri Lanka
-
-
23.6
-
-
-
United Kingdom
-
-
-
32
55.7
-
University-of-Salford
United States
-
-
26.2
-
-
-
University-of-San-Diego
Philippines
-
18.2
-
21.7
-
-
Poland
-
-
36
-
-
-
United States
-
-
45.2
-
-
-
University-of-the-Pacific---Shorelight
Pakistan
-
20.2
-
-
-
-
South Africa
-
-
-
28.7
-
20.5
Poland
-
-
-
-
-
-
France
-
-
-
34.6
34.2
-
India
-
-
-
-
-
-
Italy
-
-
-
-
-
31
Vietnam
-
-
-
-
-
-
Russia
-
-
37.3
-
16.3
-
Lithuania
-
-
-
17.4
-
-
Poland
-
-
28.8
-
-
-
Poland
-
-
26.3
-
-
-
China
-
-
-
-
-
18.9
China
-
-
-
100
-
-
South Korea
-
-
-
21.9
-
23.4
United States
-
-
-
-
30.5
-
United States
-
-
-
39.2
-
19.1
United States
-
-
-
-
-
33.5
Taiwan
-
-
-
-
-
-
Taiwan
-
-
-
-
17
-
Egypt
-
-
-
18.6
-
-
France
-
27.5
-
34.4
77.6
-
United Kingdom
-
-
-
22.3
-
-
Harper-Adams-University
France
16.8
93.3
-
100
100
55.7
India
-
-
-
-
-
-
France
22.6
89.5
77.7
100
100
49.5
India
-
-
-
-
-
-
India
29.3
-
40.4
-
-
19
Sweden
41.6
18.1
99.8
89.5
62.9
90.4
Saudi Arabia
21.1
-
84.8
100
100
100
Thailand
-
-
-
-
-
-
United Kingdom
-
-
-
29.2
23.2
-
United Kingdom
23.8
90.5
-
100
100
94.6
Uganda
-
-
-
-
-
-
Japan
-
-
-
-
-
-
Taiwan
-
-
-
-
-
-
Ukraine
-
-
-
-
-
-
South Africa
-
-
-
-
-
-
Saudi Arabia
-
-
-
63.6
-
-
Sweden
-
25.3
-
87.7
29.5
58.3
Czech Republic
-
-
-
-
30.5
-
Vietnam
-
-
-
42.7
-
-
Chile
-
-
-
-
-
-
Chile
-
-
-
-
-
-
Chile
-
-
-
-
-
-
Colombia
-
21.8
-
-
-
-
Venezuela
-
21.4
-
-
-
-
Argentina
-
-
-
-
-
-
Argentina
-
-
-
-
-
-
Peru
-
26.1
-
-
-
-
Spain
-
-
-
-
14.7
-
Brazil
-
-
-
-
-
-
Italy
24.6
82.2
-
38.7
28.9
19.9
France
-
-
-
35.3
34.9
-
France
-
18
38.4
-
35.6
25.4
France
-
-
-
24
38
-
France
-
-
-
-
-
-
France
37.7
19.5
-
-
98.5
-
Malaysia
-
-
-
-
-
-
Indonesia
-
-
-
-
-
-
Sri Lanka
-
-
-
-
-
-
Czech Republic
-
23
-
-
43.9
-
India
-
-
26.9
-
-
40.5
Pakistan
-
-
-
-
-
-
Pakistan
-
-
-
-
-
-
Kenya
-
-
-
-
-
-
Australia
-
-
-
-
22.9
18.7
Romania
-
-
-
-
-
-
Israel
20.8
-
100
-
-
89.4
Romania
-
-
-
-
-
-
Germany
-
27.4
-
95.1
28.4
45.4
Denmark
-
20.8
-
87.4
69.4
43.8
Australia
-
-
-
-
56.9
-
Charles-Sturt-University
Hungary
18.9
-
93.4
100
100
37.5
Norway
-
-
-
82.3
20.2
17.9
Mexico
-
-
-
-
-
-
United States
-
-
100
-
28.2
17.5
Azerbaijan
-
-
27.1
-
-
-
India
-
-
-
-
18.7
-
Romania
-
-
-
-
-
-
Saudi Arabia
-
-
-
72.6
16.4
-
United States
-
-
-
-
-
-
United Kingdom
-
25.8
99.5
98.9
100
52.2
Japan
-
-
-
21.6
-
-
France
-
47.5
-
100
99.9
-
France
-
68.7
-
99.6
90.5
41.3