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PUUDI/train.csv

Created December 29, 2021 16:36
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sandanis csv
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train.csv
world_rank university_name country teaching international research citations income total_score num_students student_staff_ratio international_students year female_percentage log_rank
17 University of Pennsylvania United States of America 82 49.5 86.9 98.6 47.9 85.2 20376 6.5 20 2016 51 2.83321334405622
123 University of Erlangen-Nuremberg Germany 51.7 47 39.7 75.2 99.4 56 36146 53.9 9 2016 49 4.81218435537242
3 Stanford University United States of America 92.5 76.3 96.2 99.9 63.3 93.9 15596 7.8 22 2016 42 1.09861228866811
23 University of Tokyo Japan 84.7 29.6 88 69.8 56.7 76.4 26199 5.7 10 2014 49.5237543453071 3.13549421592915
103 University of Warwick United Kingdom 41.1 85.7 45.8 68.2 35.6 53.9 18529 16.6 37 2015 48 4.63472898822964
45 Peking University China 72.3 60.6 58.1 62.8 99.9 65 40148 8.3 14 2014 49.5237543453071 3.80666248977032
132 University of Southampton United Kingdom 35.2 82.4 34.1 79.7 38.9 51.9 20925 13.5 29 2015 53 4.88280192258637
200 University of Twente Netherlands 32.9 56.2 30.4 54.4 76.8 41.4 6631 12 26 2012 37 5.29831736654804
98 Uppsala University Sweden 40.2 57.5 53 70.9 39.6 54.6 25266 18.2 12 2015 57 4.58496747867057
98 University of Maryland, College Park United States of America 45.4 35.4 48.6 79.2 54.2081680280047 57.2 31331 8.4 9 2011 48 4.58496747867057
125 University of Münster Germany 40.3 46.3 44.1 85.6 58.2 55.9 39838 46.1 8 2016 53 4.8283137373023
126 Dartmouth College United States of America 38.5 32.7 34.5 83.6 42.3 50.5 6178 6.6 16 2014 47 4.83628190695148
125 University of Florida United States of America 46.7 25.9 59.9 50.9 54.2081680280047 50 50095 18.7 9 2012 54 4.8283137373023
101 École Polytechnique France 53.5 92.8 44.6 64.7 82.3 57.9 2429 4.8 30 2016 18 4.61512051684126
83 Monash University Australia 43.7 79.6 54.4 65.7 73.4 56.9 50882 40.5 36 2015 56 4.4188406077966
70 Vanderbilt University United States of America 52.1 26.8 47.6 86.8 64.4 59.6 12161 3.6 10 2012 52 4.24849524204936
184 University of Exeter United Kingdom 40.4 62.8 42.5 57.9 32.2 47.6 17755 18.8 28 2011 54 5.21493575760899
174 Georgetown University United States of America 56.4 32.9 35.6 59.8 54.2081680280047 48.9 15408 8.5 14 2013 53 5.15905529921453
4 Stanford University United States of America 98.3 29.5 98.1 99.2 64.3 94.3 15596 7.8 22 2011 42 1.38629436111989
151 University of Bern Switzerland 43 77.3 36 69.7 42 51.5 14708 22.5 14 2013 54 5.01727983681492
152 Dartmouth College United States of America 38.3 33.1 35.4 80.4 49.1 50 6178 6.6 16 2015 47 5.02388052084628
196 Lomonosov Moscow State University Russian Federation 55.9 60.4 42.1 33.8 78.5 46 30822 7.7 20 2015 43 5.27811465923052
79 Emory University United States of America 56.7 36.6 44.4 90.9 38.3 61.3 12338 4.5 18 2013 56 4.36944785246702
34 University of Melbourne Australia 57.1 81.3 64.2 80.2 65.1 68.2 40128 23.7 35 2014 55 3.52636052461616
101 Maastricht University Netherlands 32.4 89.7 48.1 70.1 96.1 54.3 15626 18.9 48 2015 56 4.61512051684126
176 University of East Anglia United Kingdom 29.6 68.9 27.7 85.5 30.7 48.8 14992 14.7 28 2013 58 5.17048399503815
130 Lancaster University United Kingdom 34 87 41.4 85.3 33.6 55.6 11512 14.9 33 2016 52 4.86753445045558
130 University of Victoria Canada 32.9 60.0559748427673 48.3 79.1 27.4 53.4 17581 21.5 11 2011 56 4.86753445045558
64 Boston University United States of America 57.8 51 49.5 97.7 30.3 66.1 24789 8.6 17 2016 58 4.15888308335967
13 University of California, Berkeley United States of America 80.4 61.9 91.1 99.7 47.9 87.2 36186 16.4 15 2016 50 2.56494935746154
139 University of Leeds United Kingdom 34.9 68.5 38.2 71.3 42.1 49.5 27703 14.7 21 2014 58 4.93447393313069
98 Purdue University United States of America 56.6 52.6 49.4 57.8 54.2081680280047 54 39256 18.1 22 2012 42 4.58496747867057
58 University of Sydney Australia 55.4 88.1 65.7 57.2 92.1 62.4 41868 20.2 28 2012 57 4.06044301054642
79 Korea Advanced Institute of Science and Technology (KAIST) South Korea 71.3 36.7 63.4 45.5 100 59.5 9027 10 9 2011 20 4.36944785246702
104 University of Montreal Canada 54.5 79.5 47 48.7 81.3 53.1 38264 20.3 25 2012 57 4.64439089914137
96 Pierre and Marie Curie University France 50.2 65.5 26.7 82.3 34.4 53.5 27862 8.7 18 2014 48 4.56434819146784
107 Royal Holloway, University of London United Kingdom 28.6 93.3 24.1 98.2 25.9 52.9 8747 15.9 37 2012 57 4.67282883446191
102 Purdue University United States of America 47.8 64.3 50.5 62.2 54.2081680280047 54 39256 18.1 22 2015 42 4.62497281328427
161 University of Auckland New Zealand 34 88 40.9 64.2 76.6 50.3 29787 18.9 28 2013 54 5.08140436498446
136 University of Lausanne Switzerland 43.1 84.1 50.5 59.1 42.5 52.6 11964 13.1 22 2011 49.5237543453071 4.91265488573605
157 University of Western Australia Australia 36.3 87.3 38.1 62.2 63.3 49.1 20851 20.7 27 2015 50 5.05624580534831
122 Technical University of Denmark Denmark 46.2 64 46.9 64.6 95.5 54.5 9990 5 18 2011 27 4.80402104473326
8 University of California, Berkeley United States of America 83.2 57.3 97.5 99.3 59.5 89.8 36186 16.4 15 2014 50 2.07944154167984
94 University of Notre Dame United States of America 48.3 41.6 39.6 93.5 29.8 58.3 11829 13.8 10 2013 44 4.54329478227
134 Indiana University United States of America 48.3 36 44.2 72.5 54.2081680280047 53.2 62468 13.6 13 2013 53 4.89783979995091
3 University of Oxford United Kingdom 88.6 90.7 97.7 95.5 72.9 93.2 19919 11.6 34 2015 46 1.09861228866811
8 Imperial College London United Kingdom 88.8 92.2 88.7 93.9 93.1 90.7 15060 11.7 51 2012 37 2.07944154167984
54 Brown University United States of America 55.5 37 54.2 92 32.7 64.1 8653 10.1 19 2015 49.5237543453071 3.98898404656427
169 University of Iowa United States of America 49 26.4 40.9 65.7 54.2081680280047 49.3 27526 11.6 11 2013 52 5.12989871492307
150 University of California, Riverside United States of America 29.4 61.6 27.5 91.5 39.5 50.1 20626 22 12 2015 51 5.01063529409626
48 University of Manchester United Kingdom 59 80.4 61.1 75.6 37.7 65.7 34938 15.3 34 2012 52 3.87120101090789
65 Rice University United States of America 44.1 67.7 35.5 99.9 35.2 59.8 6333 9 26 2014 44 4.17438726989564
193 University of Miami United States of America 48.7 33.1 27 69.7 54.2081680280047 46.9 15286 5.7 14 2013 50 5.26269018890489
34 McGill University Canada 74.4 75.9 80.4 75.2 40.3 75.7 31326 13.7 23 2013 56 3.52636052461616
157 University of Bern Switzerland 38.9 78.5 31.4 64.3 45.1 47.4 14708 22.5 14 2014 54 5.05624580534831
160 Georgetown University United States of America 51.9 43.6 25.6 62.3 71.9 47 15408 8.5 14 2014 53 5.07517381523383
75 Wageningen University and Research Center Netherlands 50.1 75.9 47.6 66.3 100 57.4 9248 17 21 2012 56 4.31748811353631
168 University of Würzburg Germany 48.7 40.3 40.9 60.4 54.2081680280047 49.8 26576 38.4 8 2011 57 5.12396397940326
94 University of Bonn Germany 45.1 63.6 47.5 85.3 54.2081680280047 58.8 32474 70.4 13 2016 55 4.54329478227
171 University of Ottawa Canada 40.8 58.1 41.4 63.1 43 49 36733 26.3 15 2013 60 5.14166355650266
64 Leiden University Netherlands 45 59.5 58.2 82.3 47.3 61.3 21222 17.1 10 2015 59 4.15888308335967
188 Paris-Sud University France 38.7 64.2 29 79.8 28.8 49.8 27603 15 17 2016 49.5237543453071 5.23644196282995
85 University of New South Wales Australia 52.6 84.8 63.8 56.7 50.5 59.6 38309 25.9 33 2013 47 4.44265125649032
59 École Normale Supérieure France 61.6 67.3 46.9 90.3 47.2 65.9 2400 7.9 20 2013 46 4.07753744390572
40 King’s College London United Kingdom 55.6 87 62.3 88.3 39 69.4 21394 11.4 37 2015 61 3.68887945411394
60 New York University United States of America 62 31.8 50.7 82.9 54.2081680280047 63.9 42056 6.8 19 2011 55 4.0943445622221
49 University of Manchester United Kingdom 65.9 77.9 67.7 76.9 43.2 70.1 34938 15.3 34 2013 52 3.89182029811063
148 Arizona State University United States of America 38.4 27.4 45.2 79.9 31.8 51.9 83236 29.9 9 2013 50 4.99721227376411
42 Peking University China 77.8 49.2 72.4 69.1 100 72 40148 8.3 14 2016 49.5237543453071 3.73766961828337
38 King’s College London United Kingdom 56.2 86 56.8 87.6 38.3 67.6 21394 11.4 37 2014 61 3.63758615972639
119 Osaka University Japan 61.8 21.1 56.5 40 75 51 23144 7.8 9 2012 31 4.77912349311153
145 University of Auckland New Zealand 34.8 94.3 39.2 71.8 61.1 51.8 29787 18.9 28 2011 54 4.97673374242057
102 University of Helsinki Finland 49 24.2 51.4 75.4 30.2 56.6 23505 15.1 6 2011 66 4.62497281328427
14 Johns Hopkins University United States of America 78.9 59.9 86.5 97.3 100 85.8 15128 3.6 23 2012 50 2.63905732961526
189 University of Western Australia Australia 32.1 90 35.8 47.8 58.7 42.9 20851 20.7 27 2012 50 5.24174701505964
196 University of Victoria Canada 20.2 65.9 33.7 82.7 30.6 46.7 17581 21.5 11 2013 56 5.27811465923052
159 University of Delaware United States of America 38.4 16.8 51.9 61.3 100 50.4 19262 15.9 10 2011 56 5.06890420222023
99 Michigan State University United States of America 47.3 56.4 52.6 76.8 32.2 58 44750 15.7 15 2016 51 4.59511985013459
128 Tokyo Institute of Technology Japan 58 29.6 56.1 52 65.3 53.7 9586 7.3 13 2013 13 4.85203026391962
124 Leiden University Netherlands 47.3 40 54.9 59.3 100 54.4 21222 17.1 10 2011 59 4.82028156560504
62 Hong Kong University of Science and Technology Hong Kong 51 80.1 58.6 71 59 61.7 11385 23.8 36 2012 49.5237543453071 4.12713438504509
42 Karolinska Institute Sweden 66.3 64.5 75.7 77.3 71.4 72.4 7774 11.5 22 2013 70 3.73766961828337
181 National Chiao Tung University Taiwan 53.2 57.9 54.4 32.9 98.7 48.3 12646 16.6 5 2011 27 5.19849703126583
175 University of Iowa United States of America 41.9 31.7 33.5 71 49.3 47.5 27526 11.6 11 2015 52 5.16478597392351
178 Stony Brook University United States of America 32.5 57.8 22.9 80.3 32.3 45.8 21908 10.9 24 2014 50 5.18178355029209
28 University of Texas at Austin United States of America 64.3 33.1 72 91.5 58.1 72.3 49427 17.4 9 2015 51 3.3322045101752
68 Ohio State University United States of America 54 51.5 51.1 80.4 46.8 60.7 51462 13.4 12 2015 49 4.21950770517611
163 National Sun Yat-Sen University Taiwan 46.1 21.3 50.6 58.9 37.5 50.2 9336 19.6 4 2011 37 5.09375020080676
28 McGill University Canada 72.8 81.4 78.4 77.1 35.1 75.5 31326 13.7 23 2012 56 3.3322045101752
188 University of Texas at Dallas United States of America 25.5 46.8 28.6 81.2 44.4 45.2 16306 22.8 23 2014 44 5.23644196282995
138 Trinity College Dublin Republic of Ireland 39.4 83.9 30.3 77.6 30.6 51.2 15521 18 25 2015 57 4.92725368515721
127 University of Colorado Boulder United States of America 39.7 36.6 37.6 96.4 35.7 55.8 29325 16.1 8 2016 45 4.84418708645859
46 University of Minnesota United States of America 61.4 31.7 62.7 81.2 54.2081680280047 64.9 46825 18 13 2014 52 3.8286413964891
27 University of Tokyo Japan 87.9 27.6 89.9 71.3 59 78.3 26199 5.7 10 2013 49.5237543453071 3.29583686600433
131 University of Geneva Switzerland 34.9 98.5 40.5 78.5 72.4 55.4 15668 15 39 2016 61 4.87519732320115
156 University of Cologne Germany 42.2 53.1 38 75 68.5 52.3 43280 43.4 11 2016 60 5.04985600724954
40 University of Edinburgh United Kingdom 59.9 67.3 61.9 86.8 42.2 69.2 25774 14.1 36 2011 58 3.68887945411394
77 University of Amsterdam Netherlands 42 60.5 55.4 76.6 56.7 58.2 24570 14.4 11 2015 53 4.34380542185368
193 University of Luxembourg Luxembourg 25 99.8 26.7 84.8 38.1 49.4 5144 15.9 52 2016 50 5.26269018890489
6 Massachusetts Institute of Technology United States of America 89.1 84.3 88.2 100 95.7 91.9 11074 9 33 2015 37 1.79175946922805
70 University of Southern California United States of America 58.7 43.4 43.2 81.2 34.6 59 36534 12.9 20 2014 52 4.24849524204936
38 New York University United States of America 68.3 41.2 62.4 89.5 30.2 69.9 42056 6.8 19 2015 55 3.63758615972639
78 Heidelberg University Germany 61.4 61.3 49 75.5 40.7 61.4 28881 24.5 17 2013 55 4.35670882668959
198 University at Buffalo United States of America 46.3 50.7 40.6 52.1 42.4 46.6 25668 19 19 2013 47 5.28826703069454
59 Ohio State University United States of America 58.3 48.1 52.9 79.4 47.7 62 51462 13.4 12 2014 49 4.07753744390572
71 University of Sydney Australia 49.8 89.6 61.9 64.3 90.8 61.2 41868 20.2 28 2011 57 4.26267987704132
57 King’s College London United Kingdom 53.5 86 59.3 82.8 42.4 66.2 21394 11.4 37 2013 61 4.04305126783455
91 University of Massachusetts United States of America 44.8 40.3 49.1 78.7 52.8 56.1 56959 13 11 2015 49 4.51085950651685
88 McMaster University Canada 42.3 66.9 47.9 81.7 98 59 23823 19.3 15 2013 53 4.47733681447821
111 University of Sussex United Kingdom 31.9 83.6 30.4 92.8 31.2 53.6 12001 17.4 35 2015 54 4.70953020131233
15 ETH Zurich – Swiss Federal Institute of Technology Zurich Switzerland 79.1 97.5 85.8 87.2 54.2081680280047 85 18178 14.7 37 2012 31 2.70805020110221
140 KTH Royal Institute of Technology Sweden 47.5 86.1 49.7 49.1 100 52.9 12062 14.6 21 2013 30 4.9416424226093
13 Columbia University United States of America 86.6 68 79.1 95.6 54.2081680280047 85.2 25055 5.9 28 2014 49.5237543453071 2.56494935746154
117 University of Groningen Netherlands 36.9 56.1 50.8 68.1 88.9 53.1 24556 25.6 12 2015 52 4.76217393479776
136 VU University Amsterdam Netherlands 35.5 50.6 43.2 74.9 60 51.4 23280 16.3 6 2015 56 4.91265488573605
131 Lancaster University United Kingdom 35.4 84.7 36.1 78 34.1 52 11512 14.9 33 2015 52 4.87519732320115
96 Michigan State University United States of America 47.4 34 49.6 73.6 28 54.4 44750 15.7 15 2012 51 4.56434819146784
127 Queen Mary University of London United Kingdom 29 88.8 28.6 83.7 36.6 49.9 14260 14 40 2012 52 4.84418708645859
88 University of California, Irvine United States of America 39.5 56.1 41.7 89.5 40 56.4 26614 16.1 16 2015 52 4.47733681447821
49 Peking University China 82.3 51.7 64.1 51 99.9 65.6 40148 8.3 14 2012 49.5237543453071 3.89182029811063
120 University of Cape Town South Africa 34.9 80.2 38.7 85.6 92.7 56.1 20040 12.1 18 2016 53 4.78749174278205
81 Rutgers, the State University of New Jersey United States of America 51.6 25.3 60 69 54.2081680280047 56.8 37032 17.3 8 2012 51 4.39444915467244
98 Stockholm University Sweden 30.1 53.2 45 90.9 32.4 54.6 31715 23.7 8 2015 62 4.58496747867057
69 Rice University United States of America 41.7 70.8 37.1 99.9 34.6 59.8 6333 9 26 2015 44 4.23410650459726
87 Technical University of Munich Germany 48.2 63.1 35.2 80.7 50.1 55.2 35565 31.5 20 2014 33 4.46590811865458
31 University of Wisconsin-Madison United States of America 76.1 29.8 80.1 88.2 54.8 76.9 39655 10.8 11 2013 51 3.43398720448515
53 Technical University of Munich Germany 61 63.8 66 80.1 99.2 69.4 35565 31.5 20 2016 33 3.97029191355212
10 Yale University United States of America 92.1 59.2 89.7 91.5 54.2081680280047 89.5 11751 4.4 20 2011 50 2.30258509299405
104 University of Zurich Switzerland 49.5 90.4 31.5 85.4 44 57.8 26583 6.5 19 2016 57 4.64439089914137
161 University of Miami United States of America 41.7 64 22.3 90.1 35.5 51.9 15286 5.7 14 2016 50 5.08140436498446
184 University of Illinois at Chicago United States of America 53.9 29.1 42.6 52.9 40.4 48 24313 9.2 17 2013 53 5.21493575760899
35 KU Leuven Belgium 59.9 68.6 76.9 87.3 100 74.8 42503 41.9 18 2016 54 3.55534806148941
93 Case Western Reserve University United States of America 54.2 29.9 40.2 78.4 54.2081680280047 54.6 9259 6.4 17 2012 48 4.53259949315326
49 Tsinghua University China 64.1 44.6 68.3 65 99.7 65.1 39763 13.7 10 2015 32 3.89182029811063
103 University of Cape Town South Africa 34.3 73.9 41.1 75.3 97.5 53.2 20040 12.1 18 2012 53 4.63472898822964
107 National Tsing Hua University Taiwan 52.2 34.1 52.6 66.9 50.2 56.1 10221 13.5 5 2011 33 4.67282883446191
152 University of Freiburg Germany 40.1 55.9 28.4 71.8 86.6 48.4 26467 31.2 16 2014 52 5.02388052084628
142 University of Leeds United Kingdom 41.5 66.6 48.6 65.8 41.3 52.8 27703 14.7 21 2013 58 4.95582705760126
174 University of East Anglia United Kingdom 27.2 72.3 24 81.7 29.5 46 14992 14.7 28 2014 58 5.15905529921453
27 King’s College London United Kingdom 64.5 93.8 75.8 93.8 40.1 78.2 21394 11.4 37 2016 61 3.29583686600433
43 Australian National University Australia 51.9 93.9 62.4 81 54.2081680280047 67 14604 19.2 35 2011 52 3.76120011569356
189 University of Tübingen Germany 45.9 57.8 36.3 57.3 32.3 47 28327 38.9 12 2011 58 5.24174701505964
111 University of St Andrews United Kingdom 35.7 90.5 35.9 81.4 39.8 53.6 8338 12.7 47 2015 56 4.70953020131233
171 Sun Yat-sen University China 46.2 29.3 34.7 70.2 41.2 49.6 51351 16.6 8 2011 51 5.14166355650266
39 École Polytechnique France 57.9 77.9 56.1 91.4 54.2081680280047 69.5 2429 4.8 30 2011 18 3.66356164612965
9 Yale University United States of America 88.5 59.8 90.8 94 42 87.5 11751 4.4 20 2015 50 2.19722457733622
16 University of Pennsylvania United States of America 87 34.3 86.1 97.9 41.9 84.9 20376 6.5 20 2012 51 2.77258872223978
58 Tsinghua University China 74.9 43 66.6 52.7 97.8 64.2 39763 13.7 10 2011 32 4.06044301054642
195 Boston College United States of America 26.5 41.4 18.9 83.5 24.2 42.4 13216 17.4 19 2012 54 5.27299955856375
56 University of Southern California United States of America 68.4 43.4 57.1 81.9 33.5 66.3 36534 12.9 20 2013 52 4.02535169073515
44 University of Hong Kong Hong Kong 64.6 99.5 72.8 70.1 53.7 71 19835 17.6 38 2016 53 3.78418963391826
185 University of Dundee United Kingdom 25.6 78.5 26.9 90.2 49.5 49.9 11628 15.3 25 2016 60 5.22035582507832
187 University of Twente Netherlands 35.8 61.5 46.4 55.6 79.7 47.9 6631 12 26 2013 37 5.23110861685459
63 University of Notre Dame United States of America 56.4 35.6 45.1 89.1 54.2081680280047 62.8 11829 13.8 10 2011 44 4.14313472639153
17 University College London United Kingdom 83.5 89 88.8 86.8 45.1 85.5 26607 10.7 46 2013 56 2.83321334405622
140 University of Sussex United Kingdom 33.4 88.3 37.2 86.1 30.6 54.4 12001 17.4 35 2016 54 4.9416424226093
86 University of Arizona United States of America 44.9 38.8 51.4 74 99.6 56.5 36429 12.7 8 2015 52 4.45434729625351
59 Boston University United States of America 53.6 38.1 51.9 91.4 29.6 64 24789 8.6 17 2011 58 4.07753744390572
4 Stanford University United States of America 91.5 69 96.7 99.1 63.1 92.9 15596 7.8 22 2015 42 1.38629436111989
2 Stanford University United States of America 94.8 57.2 98.9 99.8 63.8 93.9 15596 7.8 22 2012 42 0.693147180559945
13 University of California, Los Angeles United States of America 87.3 42.3 93.8 95.9 54.2081680280047 87.7 38206 10.3 15 2013 52 2.56494935746154
176 University of Adelaide Australia 37.3 82.2 43.7 55.9 63.2 48.8 20771 30.1 26 2013 48 5.17048399503815
142 University of Basel Switzerland 37.1 89.8 23.2 87.8 64.2 52.8 12551 17.3 24 2013 54 4.95582705760126
76 University of Pittsburgh United States of America 54.6 29.4 55.1 85.2 39.3 61.7 26485 5.8 10 2013 51 4.33073334028633
140 Radboud University Nijmegen Netherlands 30.5 61.6 46.7 73.9 42.8 51 17713 13 10 2015 58 4.9416424226093
178 University of Aberdeen United Kingdom 28 84.1 30.2 74.3 42.1 47.1 12938 15.8 33 2015 54 5.18178355029209
122 University of California, Santa Cruz United States of America 32.1 32.5 39.6 99.9 54.2081680280047 54.5 17404 22.7 1 2013 53 4.80402104473326
5 Massachusetts Institute of Technology United States of America 92.9 81.6 89.2 99.9 92.9 93.1 11074 9 33 2013 37 1.6094379124341
114 University of New South Wales Australia 38.8 83.5 50.1 58 52.6 51.7 38309 25.9 33 2014 47 4.7361984483945
7 University of Cambridge United Kingdom 90.6 86.7 95.3 95.7 52.8 92.3 18812 11.8 34 2014 46 1.94591014905531
1 California Institute of Technology United States of America 92.2 67 98.1 99.7 89.1 94.3 2243 6.9 27 2015 33 0
99 Rutgers, the State University of New Jersey United States of America 50.9 27.9 61.3 69.5 35.8 57.5 37032 17.3 8 2013 51 4.59511985013459
29 National University of Singapore Singapore 74.4 92.3 87.2 67.2 77.4 77.5 31592 15.5 34 2013 49 3.36729582998647
178 Paris Diderot University – Paris 7 France 24 67 19.1 90.2 29.1 45.8 27756 14.8 17 2014 63 5.18178355029209
182 Arizona State University United States of America 35.7 29.5 37.5 73.1 32.6 46.9 83236 29.9 9 2015 50 5.2040066870768
5 Princeton University United States of America 91.5 49.6 99.1 100 81 92.9 7929 8.4 27 2012 45 1.6094379124341
70 Wageningen University and Research Center Netherlands 54.9 79.2 53.7 73.8 100 63.2 9248 17 21 2013 56 4.24849524204936
70 École Polytechnique France 46.3 86.1 40.5 82.3 74 59 2429 4.8 30 2014 18 4.24849524204936
66 Ohio State University United States of America 63.5 64 54.9 67.2 54.2081680280047 62.1 51462 13.4 12 2011 49 4.18965474202643
88 Royal Holloway, University of London United Kingdom 37.7 92.9 36.2 93.2 30.5 57.9 8747 15.9 37 2011 57 4.47733681447821
157 University of Warwick United Kingdom 39.7 85.5 44.5 45 31.3 46 18529 16.6 37 2012 48 5.05624580534831
1 California Institute of Technology United States of America 94.4 65.8 98.2 99.8 91.2 94.9 2243 6.9 27 2014 33 0
109 Humboldt University of Berlin Germany 51.3 64.5 54.5 50.1 54.2081680280047 52.6 29987 52.5 16 2012 49.5237543453071 4.69134788222914
142 University of Barcelona Spain 34.1 22.3 33.7 91.9 30 52.1 47491 12.2 10 2011 62 4.95582705760126
94 Korea Advanced Institute of Science and Technology (KAIST) South Korea 64.2 29.3 54.6 47.1 100 54.5 9027 10 9 2012 20 4.54329478227
21 University of Toronto Canada 79.6 65.1 89.4 85.1 42.9 82.2 66198 19.5 15 2013 49.5237543453071 3.04452243772342
114 Queen Mary University of London United Kingdom 31 88 29.2 87 37.7 51.7 14260 14 40 2014 52 4.7361984483945
199 Paris Diderot University – Paris 7 France 30.5 64.9 22.9 91 29 48.9 27756 14.8 17 2016 63 5.29330482472449
30 University of British Columbia Canada 69.1 82.1 80.4 84 42.4 77.3 50152 17.6 25 2013 54 3.40119738166216
113 Pierre and Marie Curie University France 52.8 74.1 32.7 82.9 37.4 57 27862 8.7 18 2016 48 4.72738781871234
132 Indiana University United States of America 45.8 38.3 37 71.5 54.2081680280047 50.1 62468 13.6 13 2014 53 4.88280192258637
110 University of Sussex United Kingdom 34.9 76.7 39.5 91.1 32.1 56.2 12001 17.4 35 2013 54 4.70048036579242
159 VU University Amsterdam Netherlands 30.4 48 35.3 70.2 63.2 45.9 23280 16.3 6 2012 56 5.06890420222023
148 Sungkyunkwan University (SKKU) South Korea 48.1 35.8 50.2 51.7 98.5 50.2 24365 20.3 9 2015 39 4.99721227376411
115 University of Hawai’i at Manoa United States of America 38.3 34.2 47.6 81 54.2081680280047 55.2 24054.2994708995 15.8825396825397 19.9079365079365 2011 49.5237543453071 4.74493212836325
129 Chinese University of Hong Kong Hong Kong 43.9 64 53.5 57.8 42.8 52.4 17916 10.2 22 2015 53 4.85981240436167
193 Fudan University China 45.6 37.4 34 61 49.4 46.2 32175 12.2 11 2015 50 5.26269018890489
80 Durham University United Kingdom 42.3 77.7 44.5 93.3 34.3 60.7 15489 15.7 24 2013 54 4.38202663467388
15 ETH Zurich – Swiss Federal Institute of Technology Zurich Switzerland 77.5 93.7 87.8 83.1 54.2081680280047 83.4 18178 14.7 37 2011 31 2.70805020110221
86 Nanyang Technological University Singapore 45.7 90.5 66.9 54.5 99.5 59.4 25028 16.2 33 2013 48 4.45434729625351
54 Boston University United States of America 60.7 37.2 46.2 95.6 27.6 64.2 24789 8.6 17 2012 58 3.98898404656427
125 Tokyo Institute of Technology Japan 52.4 32.1 51.4 52 67.5 50.8 9586 7.3 13 2014 13 4.8283137373023
170 University of Antwerp Belgium 34.6 61 33.6 67.7 100 47.9 12346 30.3 16 2015 56 5.13579843705026
2 Harvard University United States of America 92.9 67.6 98.6 98.9 44 93.3 20152 8.9 25 2015 49.5237543453071 0.693147180559945
91 University of Colorado Boulder United States of America 42.3 34.7 44.4 97.1 54.2081680280047 58.7 29325 16.1 8 2013 45 4.51085950651685
79 University of Pittsburgh United States of America 50.6 33.9 50.3 92.3 39.3 61.5 26485 5.8 10 2016 51 4.36944785246702
178 Humboldt University of Berlin Germany 50.9 46.1 44.5 52 27.8 48.5 29987 52.5 16 2011 49.5237543453071 5.18178355029209
28 University of Melbourne Australia 68.4 77.2 82.5 83.7 67.6 77.9 40128 23.7 35 2013 55 3.3322045101752
65 Delft University of Technology Netherlands 55 84 73.8 61.5 100 65.9 15920 19.4 25 2016 26 4.17438726989564
27 University of Texas at Austin United States of America 64.7 42.4 69 91.3 59.6 72.2 49427 17.4 9 2014 51 3.29583686600433
77 Wageningen University and Research Center Netherlands 43.1 78.3 44.3 74.1 100 56.8 9248 17 21 2014 56 4.34380542185368
82 University of Copenhagen Denmark 49.8 83.3 42.7 86.2 45 61 27545 4.1 19 2016 67 4.40671924726425
193 KTH Royal Institute of Technology Sweden 49.1 64.2 56.2 29.2 100 46.8 12062 14.6 21 2011 30 5.26269018890489
142 National Taiwan University Taiwan 47.1 27.3 58.3 47.8 47.1 49.2 31891 11.9 7 2014 39 4.95582705760126
162 University of Utah United States of America 38.8 27.5 36.5 75 58.1 48.6 25674 16.9 9 2015 45 5.08759633523238
176 Eindhoven University of Technology Netherlands 34.3 71.3 41 70.7 57.3 50.6 8176 16 14 2016 19 5.17048399503815
94 McMaster University Canada 38.1 69.4 43.2 78.8 85 55.3 23823 19.3 15 2015 53 4.54329478227
199 Goethe University Frankfurt Germany 33.3 57.6 29.7 73.9 41.4 46.4 31861 9.3 15 2013 60 5.29330482472449
164 University of Reading United Kingdom 36.9 75.1 38.6 55.4 31.6 45.7 12050 14.8 28 2012 55 5.0998664278242
178 Technical University of Denmark Denmark 31.9 65.2 24.1 66.8 95.7 44.1 9990 5 18 2012 27 5.18178355029209
7 Princeton University United States of America 85.1 78.5 91.9 99.3 52.1 90.1 7929 8.4 27 2016 45 1.94591014905531
15 Columbia University United States of America 85.9 73.5 82.2 98.1 54.2081680280047 86.1 25055 5.9 28 2016 49.5237543453071 2.70805020110221
169 University of Miami United States of America 42.7 56.7 27.2 73.1 54.2081680280047 48 15286 5.7 14 2015 50 5.12989871492307
23 University of Tokyo Japan 81.4 32.4 85.1 74.7 51.2 76.1 26199 5.7 10 2015 49.5237543453071 3.13549421592915
155 Pompeu Fabra University Spain 35 44.1 33 84.7 40 51.1 10901 18.3 13 2011 59 5.04342511691925
165 University of Liverpool United Kingdom 40.8 59.8 47.8 59.6 40.6 50 18815 13.6 30 2011 52 5.10594547390058
7 Massachusetts Institute of Technology United States of America 92.7 79.2 87.4 100 94.4 92.3 11074 9 33 2012 37 1.94591014905531
189 Arizona State University United States of America 32.4 31.9 38.1 84.6 32 49.7 83236 29.9 9 2016 50 5.24174701505964
68 Korea Advanced Institute of Science and Technology (KAIST) South Korea 69.9 31.1 68.9 58.4 100 64 9027 10 9 2013 20 4.21950770517611
105 Rutgers, the State University of New Jersey United States of America 53.4 26.8 64.7 55.7 54.2081680280047 56.3 37032 17.3 8 2011 51 4.65396035015752
82 Lund University Sweden 43.6 64.4 61.3 77.1 34.2 60.3 28251 11.5 15 2013 49.5237543453071 4.40671924726425
187 University College Dublin Republic of Ireland 31.1 76.5 31.8 74.9 35.3 47.9 22193 24.5 23 2013 49.5237543453071 5.23110861685459
80 Lund University Sweden 40.4 61.2 58.5 72.8 32.6 56.9 28251 11.5 15 2012 49.5237543453071 4.38202663467388
40 École Polytechnique Fédérale de Lausanne Switzerland 62.4 98.8 57 95 49.8 73 9666 10.5 54 2013 27 3.68887945411394
189 University of Freiburg Germany 35.7 55.6 18.7 67.8 81.8 42.9 26467 31.2 16 2012 52 5.24174701505964
99 Humboldt University of Berlin Germany 55.4 57.5 58.7 59.5 54.2081680280047 57.5 29987 52.5 16 2013 49.5237543453071 4.59511985013459
51 Pennsylvania State University United States of America 53.5 29.5 66.7 83.4 61.6 64.9 44501 12.4 12 2012 46 3.93182563272433
31 University of Illinois at Urbana-Champaign United States of America 67.9 50.7 81.3 81.5 54.2081680280047 74.2 42727 18.7 20 2012 47 3.43398720448515
164 Université Catholique de Louvain Belgium 38.6 64.3 40.5 68.8 34.5 50 28856 42 19 2013 54 5.0998664278242
16 University of California, Los Angeles United States of America 80.8 56.4 88.6 98.5 47.9 85.8 38206 10.3 15 2016 52 2.77258872223978
88 Kyoto University Japan 70.6 26.1 69.3 46.6 79 59.9 22809 5.6 7 2016 49.5237543453071 4.47733681447821
62 École Polytechnique France 56.5 83 54.7 80.7 75.8 65.7 2429 4.8 30 2013 18 4.12713438504509
100 École Normale Supérieure de Lyon France 51.1 37.6 34.4 88.8 26.1 57 2218 8 14 2011 49 4.60517018598809
119 Lund University Sweden 32.6 70.1 48.5 74.9 32.6 52.9 28251 11.5 15 2015 49.5237543453071 4.77912349311153
187 University of Innsbruck Austria 37.9 99.5 34.8 60.2 35 47.2 18209 16.9 39 2011 54 5.23110861685459
140 University of Dundee United Kingdom 34.1 54.4 41 79.3 49.3 52.2 11628 15.3 25 2011 60 4.9416424226093
124 University of Alberta Canada 43.8 73.4 47.1 61.8 51.8 52.6 36299 21.6 23 2015 55 4.82028156560504
170 University of Twente Netherlands 32.7 65.5 43.8 54.3 81.8 46.2 6631 12 26 2014 37 5.13579843705026
178 University of São Paulo Brazil 61.7 22.9 58 18.8 33.3 44.1 81402 14.6 4 2012 48 5.18178355029209
153 Aarhus University Denmark 30.9 66.3 47.5 66.5 59.8 49.9 23895 13.6 14 2015 54 5.03043792139244
36 University of Melbourne Australia 58.7 88 69.2 83.3 47.7 71 40128 23.7 35 2011 55 3.58351893845611
26 National University of Singapore Singapore 68 94.3 77.8 66.4 64.3 72.4 31592 15.5 34 2014 49 3.25809653802148
143 University of Nottingham United Kingdom 40.3 80.6 39 77.5 39.8 54.1 30144 15 27 2016 54 4.96284463025991
162 Medical University of South Carolina United States of America 43.9 23.9 38.9 56.6 87.8 45.8 24054.2994708995 15.8825396825397 19.9079365079365 2012 49.5237543453071 5.08759633523238
78 University of Tübingen Germany 47 58.2 59.8 79.3 59.2 61.7 28327 38.9 12 2016 58 4.35670882668959
185 University of Miami United States of America 43.2 32.9 25.8 71.5 54.2081680280047 45.3 15286 5.7 14 2014 50 5.22035582507832
108 University of Maryland, College Park United States of America 39 42.4 37.2 84.4 32.1 52.2 31331 8.4 9 2014 48 4.68213122712422
86 London School of Economics and Political Science United Kingdom 62.4 99.5 56.2 51.6 38.4 58.3 24054.2994708995 15.8825396825397 19.9079365079365 2011 49.5237543453071 4.45434729625351
138 University of Montreal Canada 56.1 60.0559748427673 49.4 51.9 54.2081680280047 52.4 38264 20.3 25 2011 57 4.92725368515721
144 Rensselaer Polytechnic Institute United States of America 31.7 32.7 40.4 73.6 49 47.4 6671 15 16 2012 30 4.969813299576
11 Yale University United States of America 92.3 55.5 91.2 96.7 34.7 89.1 11751 4.4 20 2012 50 2.39789527279837
61 Pennsylvania State University United States of America 55 34.9 69.2 81.4 59.7 65.8 44501 12.4 12 2013 46 4.11087386417331
80 Emory University United States of America 50.4 42.4 31.6 90.8 43.2 56.1 12338 4.5 18 2014 56 4.38202663467388
36 University of Illinois at Urbana-Champaign United States of America 64.5 45.8 81.2 86.8 52.8 74.5 42727 18.7 20 2016 47 3.58351893845611
67 Leiden University Netherlands 41.9 58.5 53.2 84.2 49.8 59.4 21222 17.1 10 2014 59 4.20469261939097
126 University of Cape Town South Africa 26.3 77.2 31 84.6 85.6 50.5 20040 12.1 18 2014 53 4.83628190695148
167 University of California, Riverside United States of America 27.5 59.5 33.3 91.2 42.5 51.1 20626 22 12 2016 51 5.11799381241676
38 McGill University Canada 66.1 85.5 72.1 78.9 40.3 72.6 31326 13.7 23 2016 56 3.63758615972639
51 Hong Kong University of Science and Technology Hong Kong 51.8 77.8 66.8 72.9 57.6 64.7 11385 23.8 36 2015 49.5237543453071 3.93182563272433
176 University College Dublin Republic of Ireland 35 86.3 38.5 70.8 33.5 50.6 22193 24.5 23 2016 49.5237543453071 5.17048399503815
114 Paris-Sud University France 35.9 62 32.1 86.3 28.8 51.7 27603 15 17 2014 49.5237543453071 4.7361984483945
117 KTH Royal Institute of Technology Sweden 45 86.2 41.6 55.6 100 51.6 12062 14.6 21 2014 30 4.76217393479776
5 Massachusetts Institute of Technology United States of America 89.4 84 88.6 99.7 95.4 92 11074 9 33 2016 37 1.6094379124341
99 University of Göttingen Germany 49.3 56.4 54.5 72.7 31.8 58 25581 25.6 12 2016 51 4.59511985013459
29 LMU Munich Germany 70.5 62.8 77.4 85.7 100 77.3 35691 15.5 13 2016 62 3.36729582998647
100 University of Helsinki Finland 35.5 51.3 46.5 77.8 30.7 52.6 23505 15.1 6 2014 66 4.60517018598809
153 Sungkyunkwan University (SKKU) South Korea 51.4 36.7 53.5 53.8 97.5 52.8 24365 20.3 9 2016 39 5.03043792139244
11 Yale University United States of America 89.5 57.6 90.5 93.5 38.7 87.4 11751 4.4 20 2014 50 2.39789527279837
157 University of Liverpool United Kingdom 32.8 85.4 30.9 85.9 36.6 52.2 18815 13.6 30 2016 52 5.05624580534831
169 Université Catholique de Louvain Belgium 29.2 72.5 34.7 65.5 30.8 45 28856 42 19 2012 54 5.12989871492307
180 University of Delaware United States of America 26.4 29.8 37.2 66.7 98 43.8 19262 15.9 10 2012 56 5.19295685089021
95 University of Basel Switzerland 50.2 91.3 37.1 78.3 45.8 57.3 12551 17.3 24 2011 54 4.55387689160054
49 University of California, Irvine United States of America 49.4 66.3 54.7 91.6 54.2081680280047 66 26614 16.1 16 2011 52 3.89182029811063
154 Karlsruhe Institute of Technology Germany 39 61.9 33.6 64.8 83 48 25294 24.6 16 2014 26 5.03695260241363
76 University of Glasgow United Kingdom 41.6 85.8 48.3 92.3 31.6 61.9 22616 16 29 2016 57 4.33073334028633
15 Johns Hopkins University United States of America 75.6 59.7 84.2 93.6 100 83 15128 3.6 23 2015 50 2.70805020110221
69 Purdue University United States of America 59.8 54.8 71.9 63.1 54.2081680280047 63.8 39256 18.1 22 2013 42 4.23410650459726
59 École Normale Supérieure France 56.6 66.2 33.5 96.4 44.7 62 2400 7.9 20 2012 46 4.07753744390572
126 Boston College United States of America 32.4 54.6 29.1 95.9 46.5 52.5 13216 17.4 19 2015 54 4.83628190695148
52 University of California, Davis United States of America 55.5 53.7 56.4 81.2 51.3 63.2 35364 13.9 13 2014 54 3.95124371858143
75 Rice University United States of America 49.5 59 39.3 100 36.5 62 6333 9 26 2013 44 4.31748811353631
174 Nanyang Technological University Singapore 43.6 96.3 51.7 45 40 49 25028 16.2 33 2011 48 5.15905529921453
127 Tufts University United States of America 45.2 49.4 33.3 90.1 60.7 55.8 10410 10 14 2016 54 4.84418708645859
154 RWTH Aachen University Germany 45.3 53.9 32.4 73.8 63.1 51.1 37917 27.6 16 2013 31 5.03695260241363
32 University of Edinburgh United Kingdom 68.4 78.9 71.3 90.8 43.8 76.1 25774 14.1 36 2013 58 3.46573590279973
183 Middle East Technical University Turkey 39.5 27.2 39.5 66.4 43.9 47.7 25779 22.2 7 2011 44 5.20948615284142
146 William & Mary United States of America 40 19.7 18.9 90.7 27 47 7867 11.8 7 2012 54 4.98360662170834
44 University of California, Davis United States of America 60.1 58.4 72.7 84.3 57.3 71 35364 13.9 13 2016 54 3.78418963391826
73 University of Southern California United States of America 65.4 31.2 48.7 71.9 54.2081680280047 60.7 36534 12.9 20 2011 52 4.29045944114839
146 University of Leeds United Kingdom 39.4 67.6 39.1 69.3 39.4 50.4 27703 14.7 21 2015 58 4.98360662170834
200 Queen’s University Belfast United Kingdom 34.1 93.4 33.3 68.9 35.7 48.8 17940 17.9 30 2016 54 5.29831736654804
1 California Institute of Technology United States of America 95.6 64 97.6 99.8 97.8 95.2 2243 6.9 27 2016 33 0
173 University of Victoria Canada 21.6 70.1 30.6 86.7 31.6 47.7 17581 21.5 11 2015 56 5.15329159449778
118 University of Geneva Switzerland 46.6 95.7 49.7 63.1 32.7 55 15668 15 39 2011 61 4.77068462446567
71 Tsinghua University China 74.1 33.4 70.1 37.4 99.8 59.5 39763 13.7 10 2012 32 4.26267987704132
151 Karlsruhe Institute of Technology Germany 46.3 64.5 38.9 63.4 82.9 51.5 25294 24.6 16 2013 26 5.01727983681492
18 Cornell University United States of America 77.9 63.9 86.1 97.2 33.7 84 21424 10.2 19 2016 48 2.89037175789616
157 Erasmus University Rotterdam Netherlands 28.8 65 27.2 77.4 45 46 20580 18.9 18 2012 48 5.05624580534831
52 Kyoto University Japan 76.4 21.1 72 56.3 71.7 64.8 22809 5.6 7 2012 49.5237543453071 3.95124371858143
177 Syracuse University United States of America 32.4 41.2 24.4 87.1 40.6 47.3 19660 15.9 15 2015 55 5.17614973257383
94 University of Glasgow United Kingdom 37 78.8 40.5 83.7 39.9 55.3 22616 16 29 2015 57 4.54329478227
78 University of Pittsburgh United States of America 48.6 29.4 45.4 84.4 39.4 56.7 26485 5.8 10 2014 51 4.35670882668959
59 Seoul National University South Korea 76.7 27 81.4 48 81.7 65.9 26389 13.9 10 2013 49.5237543453071 4.07753744390572
61 Emory University United States of America 63.4 52.3 48.4 77.8 54.2081680280047 63 12338 4.5 18 2011 56 4.11087386417331
166 Paris Diderot University – Paris 7 France 31.9 66.8 27.1 87.9 54.2081680280047 49.6 27756 14.8 17 2013 63 5.11198778835654
20 University of Toronto Canada 74.4 71.2 85.1 83 46.1 79.3 66198 19.5 15 2015 49.5237543453071 2.99573227355399
135 University of Oslo Norway 43.3 68.2 44.7 75.5 38.3 55.1 27139 18.8 18 2016 49.5237543453071 4.90527477843843
172 University of Aberdeen United Kingdom 29.7 91.4 31.4 82.6 43.1 51 12938 15.8 33 2016 54 5.14749447681345
178 Monash University Australia 39.4 87.1 38.8 60.5 40.8 48.5 50882 40.5 36 2011 56 5.18178355029209
82 Michigan State University United States of America 51.1 55 49.4 74 31.7 57.3 44750 15.7 15 2015 51 4.40671924726425
72 Rice University United States of America 45.9 39.7 38 99.9 36.2 59 6333 9 26 2012 44 4.27666611901606
76 Trinity College Dublin Republic of Ireland 47.7 84.2 45.3 84.4 31.6 60.3 15521 18 25 2011 57 4.33073334028633
87 University of Manchester United Kingdom 56.5 79.1 56.2 59.2 39 58 34938 15.3 34 2011 52 4.46590811865458
24 Georgia Institute of Technology United States of America 66.6 65 73.8 91.9 99.2 77 19967 20.1 26 2012 31 3.17805383034795
135 George Washington University United States of America 44.2 38.3 33.6 73.2 54.2081680280047 49 20541 12 16 2012 56 4.90527477843843
164 Georgetown University United States of America 65.1 24.7 44.7 45 54.2081680280047 50.1 15408 8.5 14 2011 53 5.0998664278242
13 Johns Hopkins University United States of America 80.9 58.5 89.2 92.3 100 86.4 15128 3.6 23 2011 50 2.56494935746154
37 École Polytechnique Fédérale de Lausanne Switzerland 52.9 98.2 48.3 95.9 49.2 67.7 9666 10.5 54 2014 27 3.61091791264422
124 University of Warwick United Kingdom 48.9 80.9 50.5 58.8 35.3 54.4 18529 16.6 37 2013 48 4.82028156560504
41 Hong Kong University of Science and Technology Hong Kong 50.4 97.4 51.8 98.2 64.1 69 11385 23.8 36 2011 49.5237543453071 3.71357206670431
147 Alexandria University Egypt 29.5 19.3 28 99.8 36 51.6 127431 23.3 1 2011 46 4.99043258677874
176 University of Aberdeen United Kingdom 31.9 84.1 34.3 71.5 48.9 48.8 12938 15.8 33 2013 54 5.17048399503815
145 Lancaster University United Kingdom 37.7 76.2 40.9 73.2 31.8 52.1 11512 14.9 33 2013 52 4.97673374242057
172 Université Catholique de Louvain Belgium 30.1 63.4 35.3 67.5 57.8 46.1 28856 42 19 2014 54 5.14749447681345
134 University of Groningen Netherlands 32.4 47.3 52.4 62.4 59.9 49.2 24556 25.6 12 2012 52 4.89783979995091
95 George Washington University United States of America 60.6 39.6 43.1 70.2 54.2081680280047 57.3 20541 12 16 2011 56 4.55387689160054
34 University of British Columbia Canada 60.2 90.5 73.2 91.5 42.6 75.3 50152 17.6 25 2016 54 3.52636052461616
69 University of Göttingen Germany 51.4 48 50.9 84.1 32.7 60.3 25581 25.6 12 2012 51 4.23410650459726
45 Australian National University Australia 53.7 91.3 70.9 71.1 38.9 66.5 14604 19.2 35 2015 52 3.80666248977032
131 Radboud University Nijmegen Netherlands 29.7 58.6 46.1 73.1 42.5 50.2 17713 13 10 2014 58 4.87519732320115
146 Arizona State University United States of America 33.8 28.6 35.9 83.6 31.4 48.9 83236 29.9 9 2014 50 4.98360662170834
155 Joseph Fourier University France 39.1 57.1 27.6 75.6 36.1 47.8 16130 12.1 13 2014 49.5237543453071 5.04342511691925
53 Tufts University United States of America 64.1 28.3 52.3 83.9 54.2081680280047 65.2 10410 10 14 2011 54 3.97029191355212
167 University of Illinois at Chicago United States of America 53.3 27.2 43.9 43.3 38.6 45.2 24313 9.2 17 2012 53 5.11799381241676
20 University of Michigan United States of America 76.1 47.6 91.4 91.6 53.9 82.6 41786 9 16 2013 48 2.99573227355399
61 École Polytechnique France 50.5 94.5 47.1 79.9 76.8 62.2 2429 4.8 30 2015 18 4.11087386417331
54 University of California, Davis United States of America 57.3 60.5 70.7 68.8 48 65 35364 13.9 13 2011 54 3.98898404656427
35 McGill University Canada 61.5 77.8 68.1 74.5 40.8 68.1 31326 13.7 23 2014 56 3.55534806148941
88 Vanderbilt University United States of America 46.8 28.6 38.7 86.5 51 55 12161 3.6 10 2014 52 4.47733681447821
181 University of Oslo Norway 33.5 63.9 36.9 56.6 29 43.6 27139 18.8 18 2012 49.5237543453071 5.19849703126583
181 University of Bonn Germany 35.8 54.2 20.4 80.7 54.2081680280047 45.6 32474 70.4 13 2014 55 5.19849703126583
186 University of Oslo Norway 36.1 60.3 35.2 66.3 36.6 46.7 27139 18.8 18 2015 49.5237543453071 5.2257466737132
29 University of Wisconsin-Madison United States of America 67.7 33.6 71.3 87.7 53.3 71.9 39655 10.8 11 2015 51 3.36729582998647
74 The University of Queensland Australia 47.5 80.8 52.3 70.2 62.6 58.6 34718 32.7 27 2012 53 4.30406509320417
168 University of Western Australia Australia 34.6 88.6 34.7 58 63.3 46.4 20851 20.7 27 2014 50 5.12396397940326
125 Radboud University Nijmegen Netherlands 34.3 60.9 48.5 84.9 39.2 55.9 17713 13 10 2016 58 4.8283137373023
168 University of Leeds United Kingdom 46.2 50 48 55.6 38.3 49.8 27703 14.7 21 2011 58 5.12396397940326
156 RWTH Aachen University Germany 39 56.8 29.9 75 69.8 49.2 37917 27.6 16 2015 31 5.04985600724954
188 University of Aberdeen United Kingdom 27.9 83.6 26.8 71.3 45.1 45.2 12938 15.8 33 2014 54 5.23644196282995
66 Pohang University of Science and Technology South Korea 52.7 36 49.3 84.4 100 61.1 3055 10.1 4 2015 20 4.18965474202643
190 University of Cincinnati United States of America 43.6 18.9 40.4 61.5 32.5 46.9 36108 15.7 6 2011 54 5.24702407216049
170 University of Vienna Austria 35.8 89.5 36.1 57.4 29.3 46.2 34651 20.5 25 2014 67 5.13579843705026
94 Humboldt University of Berlin Germany 45.6 54.4 48.7 68.4 54.2081680280047 53.8 29987 52.5 16 2014 49.5237543453071 4.54329478227
63 University of North Carolina at Chapel Hill United States of America 58 39 54.5 95.9 39.4 66.4 26518 7.3 8 2016 58 4.14313472639153
103 Pierre and Marie Curie University France 47.3 64.7 30 83.3 33.4 53.9 27862 8.7 18 2015 48 4.63472898822964
170 University of Groningen Netherlands 41.7 35.5 56.4 54.1 34.2 49.7 24556 25.6 12 2011 52 5.13579843705026
130 University of Copenhagen Denmark 42.2 73.5 40.4 74.3 39.7 53.6 27545 4.1 19 2013 67 4.86753445045558
65 École Normale Supérieure France 54.6 67.1 37.1 87 44.7 59.8 2400 7.9 20 2014 46 4.17438726989564
67 University of Colorado Boulder United States of America 46.4 31.7 58.1 83.4 54.2081680280047 61.6 29325 16.1 8 2011 45 4.20469261939097
113 University of Tübingen Germany 41.5 53 44.7 74 54.7 53.4 28327 38.9 12 2015 58 4.72738781871234
178 Hebrew University of Jerusalem Israel 45.8 55.6 41.4 64.6 31.9 50.5 17612 10.7 5 2016 55 5.18178355029209
77 Tufts University United States of America 45.8 41.3 37.4 94.5 35.4 57.3 10410 10 14 2012 54 4.34380542185368
182 RWTH Aachen University Germany 50 63.8 42.5 48.9 56.6 48.2 37917 27.6 16 2011 31 5.2040066870768
34 National University of Singapore Singapore 65.5 97.8 72.6 78.7 40.5 72.9 31592 15.5 34 2011 49 3.52636052461616
55 LMU Munich Germany 55.4 56.3 54.1 83.3 41.4 63.1 35691 15.5 13 2014 62 4.00733318523247
104 Case Western Reserve University United States of America 56.5 34.2 42 80.4 54.2081680280047 56.9 9259 6.4 17 2013 48 4.64439089914137
162 Stony Brook University United States of America 38.8 52.8 29.9 82.9 31.6 50.2 21908 10.9 24 2013 50 5.08759633523238
121 University of Sheffield United Kingdom 40 74.8 39.1 74.3 43.8 52.7 23311 15.5 31 2015 50 4.79579054559674
93 University of Exeter United Kingdom 39.4 87.3 40 94.3 31.9 59.5 17755 18.8 28 2016 54 4.53259949315326
116 Pohang University of Science and Technology South Korea 49.1 33.7 47.1 76.7 100 56.9 3055 10.1 4 2016 20 4.75359019110636
171 Université Catholique de Louvain Belgium 37.9 59.7 34.9 67.7 46.1 47.8 28856 42 19 2015 54 5.14166355650266
130 University of Lausanne Switzerland 33 82.7 44.8 76.2 45.8 53.6 11964 13.1 22 2013 49.5237543453071 4.86753445045558
63 University of Göttingen Germany 45.1 51.5 48.8 89.6 41.2 59.9 25581 25.6 12 2014 51 4.14313472639153
6 Princeton University United States of America 89.9 59.6 97.6 99.7 80.5 92.7 7929 8.4 27 2014 45 1.79175946922805
150 Brandeis University United States of America 25.3 40.3 27.3 90.2 33.7 46.7 5495 12.6 22 2012 55 5.01063529409626
127 University of Alberta Canada 53.7 71.6 58 49.7 44.5 54.3 36299 21.6 23 2011 55 4.84418708645859
52 University of Manchester United Kingdom 58.1 82 58.7 74.3 39.4 64.5 34938 15.3 34 2015 52 3.95124371858143
30 University of North Carolina at Chapel Hill United States of America 70.9 21.5 75.1 85 50.2 73.8 26518 7.3 8 2011 58 3.40119738166216
147 Osaka University Japan 59.5 23.6 55.7 46.4 69.6 52 23144 7.8 9 2013 31 4.99043258677874
124 University of Geneva Switzerland 31.4 96.7 33.9 77.2 38.3 51 15668 15 39 2014 61 4.82028156560504
108 University of St Andrews United Kingdom 43.2 86.3 43.8 76.6 38.9 56.5 8338 12.7 47 2013 56 4.68213122712422
196 St George’s, University of London United Kingdom 23.1 55.8 27.3 86.4 32.4 46 2958 13.4 17 2015 61 5.27811465923052
108 Tokyo Institute of Technology Japan 56 24.9 58.9 49.5 66.3 52.8 9586 7.3 13 2012 13 4.68213122712422
15 Johns Hopkins University United States of America 75.7 59.3 85.1 95 100 83.7 15128 3.6 23 2014 50 2.70805020110221
180 Joseph Fourier University France 36.6 56.3 26.5 81.8 36.3 48.6 16130 12.1 13 2013 49.5237543453071 5.19295685089021
52 Kyoto University Japan 69.5 27.5 69.5 58.2 78.7 63.2 22809 5.6 7 2014 49.5237543453071 3.95124371858143
154 VU University Amsterdam Netherlands 28.4 54.9 37.1 90.7 60.1 52.5 23280 16.3 6 2016 56 5.03695260241363
71 Erasmus University Rotterdam Netherlands 37.2 76.1 55.2 95.6 54.6 63.5 20580 18.9 18 2016 48 4.26267987704132
11 University of California, Los Angeles United States of America 83 48.1 92.9 93.2 54.2081680280047 87.7 38206 10.3 15 2011 52 2.39789527279837
149 Hong Kong Polytechnic University Hong Kong 39.4 82.9 45.7 62.4 57.2 51.4 22064 25.9 26 2011 51 5.00394630594546
181 University of Liverpool United Kingdom 34.8 73.1 33.5 55.6 37.1 43.6 18815 13.6 30 2012 52 5.19849703126583
190 Wake Forest University United States of America 37.5 19 22.4 89.1 48 47.3 7326 4.6 5 2013 51 5.24702407216049
149 Birkbeck, University of London United Kingdom 25.9 85.3 25.8 80.8 25.1 46.8 9454 17.2 38 2012 55 5.00394630594546
98 Queen Mary University of London United Kingdom 34.1 93.5 41.3 93.3 36.8 58.5 14260 14 40 2016 52 4.58496747867057
10 University of California, Berkeley United States of America 82.8 50.4 99.4 99.4 62.5 89.8 36186 16.4 15 2012 50 2.30258509299405
111 Uppsala University Sweden 38.9 57.8 49.7 66.4 40.5 51.9 25266 18.2 12 2014 57 4.70953020131233
188 Tel Aviv University Israel 43.5 46.1 51.1 45.5 42.6 46.6 23977 24.4 4 2015 49.5237543453071 5.23644196282995
185 Northeastern University United States of America 36.4 54.7 21.9 81.3 34 46.8 18539 15.1 26 2015 50 5.22035582507832
19 University of Pennsylvania United States of America 71.8 32.9 82.7 93.6 43.7 79.5 20376 6.5 20 2011 51 2.94443897916644
160 University of Copenhagen Denmark 34 71.8 34.4 73.5 44.4 49 27545 4.1 19 2015 67 5.07517381523383
129 Trinity College Dublin Republic of Ireland 33.1 85.9 25.2 85.4 30.8 50.3 15521 18 25 2014 57 4.85981240436167
17 Duke University United States of America 73.9 50 73 96.7 100 79.3 15172 4.8 17 2014 49 2.83321334405622
184 Northeastern University United States of America 34.5 48.5 19.8 82 34.5 45.4 18539 15.1 26 2014 50 5.21493575760899
29 University of Illinois at Urbana-Champaign United States of America 67.7 43.9 79 77.8 51.7 71.9 42727 18.7 20 2015 47 3.36729582998647
35 University of California, Santa Barbara United States of America 55 52.6 65.3 99.9 85 72.1 22020 27.3 11 2012 52 3.55534806148941
132 University of Bern Switzerland 42 80.7 36.9 70.1 47.4 51.9 14708 22.5 14 2015 54 4.88280192258637
69 Delft University of Technology Netherlands 55.8 74.2 67.3 47.2 100 59.1 15920 19.4 25 2014 26 4.23410650459726
113 University of Utah United States of America 42.1 23.3 41 82.3 54.2081680280047 51.9 25674 16.9 9 2012 45 4.72738781871234
87 Tufts University United States of America 52.6 39.6 36.4 94.8 39.4 59.1 10410 10 14 2013 54 4.46590811865458
120 Nanjing University China 52.2 50.2 46.2 66 43.4 54.6 29743 13.3 10 2011 46 4.78749174278205
146 Newcastle University United Kingdom 34.2 76.2 28.4 72.2 32.3 47 20174 15.2 29 2012 50 4.98360662170834
39 London School of Economics and Political Science United Kingdom 70.8 87.2 80.8 66.5 42.9 73.1 24054.2994708995 15.8825396825397 19.9079365079365 2013 49.5237543453071 3.66356164612965
46 University of North Carolina at Chapel Hill United States of America 57.9 35.3 58.6 91 40.5 65.9 26518 7.3 8 2015 58 3.8286413964891
199 Simon Fraser University Canada 32.9 51.9 44.2 60.2 37.9 46.2 26640 28.3 19 2011 55 5.29330482472449
164 University of Reading United Kingdom 39.3 85.1 37.3 69.9 34.2 51.2 12050 14.8 28 2016 55 5.0998664278242
165 University of Amsterdam Netherlands 42.5 38.2 49.2 60.2 38.8 50 24570 14.4 11 2011 53 5.10594547390058
197 Zhejiang University China 54.6 29.6 41.3 44.3 70.3 46.4 47508 15.9 5 2011 41 5.28320372873799
14 ETH Zurich – Swiss Federal Institute of Technology Zurich Switzerland 77.6 96.7 88.2 85 78.8 84.5 18178 14.7 37 2014 31 2.63905732961526
75 University of Basel Switzerland 41.2 91.2 41.1 81.4 97.7 58.4 12551 17.3 24 2015 54 4.31748811353631
152 Birkbeck, University of London United Kingdom 41.2 88.5 35.8 70.6 27.4 51.2 9454 17.2 38 2011 55 5.02388052084628
54 Boston University United States of America 65.4 39.2 50.9 94.2 30.6 66.8 24789 8.6 17 2013 58 3.98898404656427
172 University of Miami United States of America 45.7 30.3 23.3 70.3 54.2081680280047 44.8 15286 5.7 14 2012 50 5.14749447681345
18 University of Michigan United States of America 70 49.5 86.2 90.8 53.5 79.2 41786 9 16 2014 48 2.89037175789616
85 University of St Andrews United Kingdom 37.1 89.1 40.2 83 34.1 55.7 8338 12.7 47 2012 56 4.44265125649032
134 National Taiwan University Taiwan 56.4 24.6 65.7 45.5 44 53.2 31891 11.9 7 2013 39 4.89783979995091
197 University of Leicester United Kingdom 27.6 84.9 30.3 56.3 34.4 41.5 14541 13.4 35 2012 54 5.28320372873799
19 Cornell University United States of America 71.6 59 83.8 91.5 33.7 79.4 21424 10.2 19 2015 48 2.94443897916644
1 Harvard University United States of America 99.7 72.4 98.7 98.8 34.5 96.1 20152 8.9 25 2011 49.5237543453071 0
9 University of Chicago United States of America 85.6 58.6 88.2 98 54.2081680280047 87.8 14221 6.9 21 2014 42 2.19722457733622
41 Washington University in St Louis United States of America 64 45.7 58.9 96.1 54.2081680280047 70.5 12528 5.7 17 2012 49.5237543453071 3.71357206670431
162 University of Vienna Austria 44.3 86.3 46.7 52.4 29.1 50.2 34651 20.5 25 2013 67 5.08759633523238
97 University of Maryland, College Park United States of America 44.9 40.4 51.4 83.9 32.1 57.9 31331 8.4 9 2013 48 4.57471097850338
62 Utrecht University Netherlands 48.1 55.8 64.3 88.1 89.1 66.6 30779 15.4 7 2016 59 4.12713438504509
156 Yeshiva University United States of America 51.7 28.4 30.1 78.8 54.2081680280047 50.9 6753 5.5 7 2013 53 5.04985600724954
33 University of California, Santa Barbara United States of America 47.8 61.8 58.2 99.4 86.7 68.4 22020 27.3 11 2014 52 3.49650756146648
106 Aarhus University Denmark 36.9 76.8 50.7 79.8 68.3 57.7 23895 13.6 14 2016 54 4.66343909411207
148 University of Birmingham United Kingdom 42.6 70.3 42.6 50.6 36 46.9 25295 16.4 23 2012 54 4.99721227376411
1 California Institute of Technology United States of America 95.7 56 98.2 99.9 97 94.8 2243 6.9 27 2012 33 0
16 University of Pennsylvania United States of America 79 43.8 82 94.4 43 81 20376 6.5 20 2015 51 2.77258872223978
19 Northwestern University United States of America 77.6 33.8 87.3 98.2 64.4 83.1 18334 13.8 15 2013 48 2.94443897916644
190 University of Antwerp Belgium 31.6 64.8 40.8 71.7 60.3 49.6 12346 30.3 16 2016 56 5.24702407216049
70 Heidelberg University Germany 52.6 63.1 45.4 81.4 41.6 59.6 28881 24.5 17 2015 55 4.24849524204936
135 Boston College United States of America 26.3 54.4 26.4 96.2 49.4 50 13216 17.4 19 2014 54 4.90527477843843
58 University of Manchester United Kingdom 54.5 80.9 52.2 77.3 40.8 62.3 34938 15.3 34 2014 52 4.06044301054642
25 Northwestern University United States of America 64.5 60.5 68.8 95.3 54.2081680280047 75.9 18334 13.8 15 2011 48 3.2188758248682
144 University of Lausanne Switzerland 30.9 89.2 45.6 76.2 56 53.9 11964 13.1 22 2016 49.5237543453071 4.969813299576
141 University of Iowa United States of America 47.7 21.9 42.1 61.3 54.2081680280047 47.6 27526 11.6 11 2012 52 4.94875989037817
62 Purdue University United States of America 53.7 60.6 62.5 67 54.2081680280047 60.7 39256 18.1 22 2014 42 4.12713438504509
57 Hong Kong University of Science and Technology Hong Kong 52.4 77 59.7 72.3 58.5 62.5 11385 23.8 36 2014 49.5237543453071 4.04305126783455
174 University of Barcelona Spain 38.5 49.2 37.4 78.9 31.1 50.9 47491 12.2 10 2016 62 5.15905529921453
114 Eindhoven University of Technology Netherlands 44.1 69.8 51.8 63.8 100 55.6 8176 16 14 2013 19 4.7361984483945
161 Arizona State University United States of America 43 24.1 44.1 66.9 54.2081680280047 50.3 83236 29.9 9 2011 50 5.08140436498446
75 William & Mary United States of America 53.1 20.9 36.1 95.6 54.2081680280047 60.4 7867 11.8 7 2011 54 4.31748811353631
170 École Normale Supérieure de Lyon France 40.8 61 25.9 79.6 28.9 49.2 2218 8 14 2013 49 5.13579843705026
98 Maastricht University Netherlands 33.1 89.1 47.1 65.8 98.2 52.9 15626 18.9 48 2014 56 4.58496747867057
135 University of Bergen Norway 39.9 66.6 42.1 73.1 41.5 52.7 11623 11.1 12 2011 60 4.90527477843843
164 University of Auckland New Zealand 26.7 88 33.5 67 74.5 46.6 29787 18.9 28 2014 54 5.0998664278242
154 University of Exeter United Kingdom 32 79.8 32.7 78 35.8 49.7 17755 18.8 28 2015 54 5.03695260241363
41 Georgia Institute of Technology United States of America 57.8 71.5 72.7 86 73.7 72.1 19967 20.1 26 2016 31 3.71357206670431
167 Université Catholique de Louvain Belgium 38.7 74.2 40.6 68.4 51 51.1 28856 42 19 2016 54 5.11799381241676
67 University of Göttingen Germany 46.9 53.9 48 92.3 32.8 61 25581 25.6 12 2015 51 4.20469261939097
58 University of Amsterdam Netherlands 52.2 66.5 64.7 87.4 62.8 67.8 24570 14.4 11 2016 53 4.06044301054642
78 École Normale Supérieure France 48.7 81.9 36.2 84.8 39.4 58.1 2400 7.9 20 2015 46 4.35670882668959
137 Lancaster University United Kingdom 34.8 81.2 32.6 75.4 32.2 49.7 11512 14.9 33 2014 52 4.91998092582813
6 University of Cambridge United Kingdom 90.5 85.3 94.2 97.3 55.5 92.4 18812 11.8 34 2012 46 1.79175946922805
190 Yonsei University South Korea 43 28 48.7 52.2 40.4 46.9 24774 11.6 14 2011 49.5237543453071 5.24702407216049
47 University of North Carolina at Chapel Hill United States of America 57.6 35 55.3 90.2 39.1 64.5 26518 7.3 8 2014 58 3.85014760171006
189 Medical University of South Carolina United States of America 46.2 27.7 39.6 59.7 77.1 47.7 24054.2994708995 15.8825396825397 19.9079365079365 2013 49.5237543453071 5.24174701505964
94 Georgetown University United States of America 54.4 52.7 39.3 82.5 80.7 58.8 15408 8.5 14 2016 53 4.54329478227
37 University of Melbourne Australia 62.2 82.5 72.4 80.7 44.4 71.9 40128 23.7 35 2012 55 3.61091791264422
74 University of Bristol United Kingdom 43.7 76.6 44.7 85.1 42.1 58.9 17906 14 25 2015 53 4.30406509320417
133 University of Leeds United Kingdom 43.7 77.4 39 79.2 36.7 55.3 27703 14.7 21 2016 58 4.89034912822175
86 University of California, Irvine United States of America 36.2 36.3 42.3 93.5 45.6 55.4 26614 16.1 16 2012 52 4.45434729625351
143 Utrecht University Netherlands 43.4 52.6 53 58.8 55.3 52 30779 15.4 7 2011 59 4.96284463025991
150 Tohoku University Japan 51.8 29.3 48.1 47.3 85.9 48.5 17200 5 7 2014 25 5.01063529409626
68 Heidelberg University Germany 57.8 61.3 44.8 76 42.1 59.2 28881 24.5 17 2014 55 4.21950770517611
41 University of California, San Diego United States of America 52 37 66.6 96.4 54.2 68.6 27233 6.5 11 2015 48 3.71357206670431
167 Technical University of Denmark Denmark 37.3 85.1 29.9 77.8 50 51.1 9990 5 18 2016 27 5.11799381241676
121 University of Zurich Switzerland 38 85.5 29.8 78.1 39.2 51.2 26583 6.5 19 2014 57 4.79579054559674
200 Birkbeck, University of London United Kingdom 27.6 83.2 30.5 72.8 29.4 46.2 9454 17.2 38 2013 55 5.29831736654804
25 University of Washington United States of America 65.6 43.2 69.2 95.6 43.1 73.4 44020 11.8 13 2014 53 3.2188758248682
80 Durham University United Kingdom 38.3 76.8 38.3 88.2 35.3 56.1 15489 15.7 24 2014 54 4.38202663467388
164 University of Antwerp Belgium 34.5 61.1 33.2 64.1 100 46.6 12346 30.3 16 2014 56 5.0998664278242
185 University of Würzburg Germany 34.6 50.9 35.8 79.1 47.9 49.9 26576 38.4 8 2016 57 5.22035582507832
180 University of Delaware United States of America 29 40.6 36.3 73.1 99.3 47 19262 15.9 10 2015 56 5.19295685089021
74 University of Basel Switzerland 39.1 91.1 41 81.4 98.5 57.7 12551 17.3 24 2014 54 4.30406509320417
121 Hebrew University of Jerusalem Israel 47.7 53 56.4 48.4 25 50.4 17612 10.7 5 2012 55 4.79579054559674
90 Lund University Sweden 39.7 74.1 53.6 81.3 70.4 59.7 28251 11.5 15 2016 49.5237543453071 4.49980967033027
191 University of Illinois at Chicago United States of America 45.5 43.3 34.9 56.2 31.1 45 24313 9.2 17 2014 53 5.25227342804663
84 Pierre and Marie Curie University France 56.3 66.7 30.5 81.1 26.2 56 27862 8.7 18 2012 48 4.43081679884331
8 University of California, Berkeley United States of America 84.2 58.5 96.7 99.1 44.8 89.5 36186 16.4 15 2015 50 2.07944154167984
30 New York University United States of America 74.7 49.3 72.3 95.3 30.4 77.2 42056 6.8 19 2016 55 3.40119738166216
129 Royal Holloway, University of London United Kingdom 35.1 92.7 33.2 91.2 34.4 55.7 8747 15.9 37 2016 57 4.85981240436167
62 University of Sydney Australia 59.5 83 70.1 62.9 69.2 65.7 41868 20.2 28 2013 57 4.12713438504509
128 University of Glasgow United Kingdom 45.6 55.1 50.3 65.1 61 54.2 22616 16 29 2011 57 4.85203026391962
24 Carnegie Mellon University United States of America 61.6 59.3 74.9 92 53 74.3 11885 13.1 35 2015 39 3.17805383034795
85 Seoul National University South Korea 66.5 30.9 70.5 50 85.4 60.5 26389 13.9 10 2016 49.5237543453071 4.44265125649032
161 Lomonosov Moscow State University Russian Federation 75.4 57.8 66.7 8.6 95.7 51.9 30822 7.7 20 2016 43 5.08140436498446
51 Vanderbilt University United States of America 64.9 22.1 59.5 78.1 84.2 65.9 12161 3.6 10 2011 52 3.93182563272433
58 Pennsylvania State University United States of America 54.6 37.4 64.8 76 60.4 62.9 44501 12.4 12 2015 46 4.06044301054642
121 University of Rochester United States of America 41.9 55.5 29.2 87.7 36.4 52.7 9390 4.5 26 2015 49 4.79579054559674
77 Delft University of Technology Netherlands 59.9 67.7 75.1 45.1 99.9 61.6 15920 19.4 25 2013 26 4.34380542185368
22 Duke University United States of America 62.6 46.9 77.9 97.4 100 77.4 15172 4.8 17 2012 49 3.09104245335832
151 Free University of Berlin Germany 46.3 62.1 48.5 42.5 30.6 46.6 33062 39.3 20 2012 58 5.01727983681492
85 Durham University United Kingdom 39.8 65.7 44.1 91 33.9 58.9 15489 15.7 24 2011 54 4.44265125649032
172 University of Auckland New Zealand 31.4 90.5 39.5 69.8 78 51 29787 18.9 28 2016 54 5.14749447681345
126 University of Florida United States of America 49.8 32.2 52.1 62.2 54.2081680280047 52.5 50095 18.7 9 2015 54 4.83628190695148
149 University of Aberdeen United Kingdom 37.8 86.1 45.2 64.6 47 51.4 12938 15.8 33 2011 54 5.00394630594546
159 Erasmus University Rotterdam Netherlands 39.4 58.6 43.6 65.5 54.2081680280047 50.4 20580 18.9 18 2011 48 5.06890420222023
8 Imperial College London United Kingdom 83.3 96 88.5 96.7 53.7 89.1 15060 11.7 51 2016 37 2.07944154167984
200 Florida Institute of Technology United States of America 19.7 63 13.1 99.2 53.7 45.6 4408 13.7 26 2015 34 5.29831736654804
74 Utrecht University Netherlands 36.3 49.2 54.7 82 85.6 57.7 30779 15.4 7 2014 59 4.30406509320417
27 University of Wisconsin-Madison United States of America 74.3 23.8 77.3 90.6 55.3 75.8 39655 10.8 11 2012 51 3.29583686600433
173 University of Auckland New Zealand 28.3 92.9 35 55.7 76.6 44.6 29787 18.9 28 2012 54 5.15329159449778
191 University of Bergen Norway 29 73.5 26.6 65.2 42.1 42.8 11623 11.1 12 2012 60 5.25227342804663
131 Lancaster University United Kingdom 32.6 78.6 35.7 75.4 27.5 49.7 11512 14.9 33 2012 52 4.87519732320115
4 University of Oxford United Kingdom 89.5 91.9 96.6 97.9 62.1 93.6 19919 11.6 34 2012 46 1.38629436111989
57 Kyoto University Japan 78.9 18.4 77.7 46.3 67.1 64.6 22809 5.6 7 2011 49.5237543453071 4.04305126783455
140 VU University Amsterdam Netherlands 40.5 47.1 45.1 74.2 58.5 52.9 23280 16.3 6 2013 56 4.9416424226093
177 University of Victoria Canada 16.8 70.5 31.5 79.2 26.8 44.2 17581 21.5 11 2012 56 5.17614973257383
39 University of Edinburgh United Kingdom 56.6 81.5 56.9 87.6 42.5 67.5 25774 14.1 36 2014 58 3.66356164612965
55 Brown University United States of America 59.7 60.5 57 77.7 54.2081680280047 64.9 8653 10.1 19 2011 49.5237543453071 4.00733318523247
94 Michigan State University United States of America 51.8 36.8 56.8 73.8 32.6 58.3 44750 15.7 15 2013 51 4.54329478227
79 Leiden University Netherlands 45.4 54.4 55.3 71.7 48.6 57 21222 17.1 10 2012 59 4.36944785246702
90 Ghent University Belgium 42.5 49.1 51.6 73.8 85.3 56.2 32166 34.1 9 2015 57 4.49980967033027
132 Tohoku University Japan 60.3 20.1 62.5 41.2 82.3 53.3 17200 5 7 2011 25 4.88280192258637
109 University of Western Australia Australia 33.4 92.6 46.1 83.6 64.5 57.5 20851 20.7 27 2016 50 4.69134788222914
63 École Polytechnique France 50.4 86.1 38.8 89.1 63 61.5 2429 4.8 30 2012 18 4.14313472639153
80 Humboldt University of Berlin Germany 51.9 55.7 52.6 71.9 31.9 57.9 29987 52.5 16 2015 49.5237543453071 4.38202663467388
140 University of Nottingham United Kingdom 40.2 72.6 40 57.6 36.7 47.7 30144 15 27 2012 54 4.9416424226093
44 Karolinska Institute Sweden 57.1 60.6 68 76.8 65.5 66.8 7774 11.5 22 2015 70 3.78418963391826
38 Australian National University Australia 62.8 93.8 75.1 72.6 41.7 71.2 14604 19.2 35 2012 52 3.63758615972639
199 University of Leicester United Kingdom 29.8 83.9 31.6 67.1 34.8 45.7 14541 13.4 35 2015 54 5.29330482472449
30 University of Wisconsin-Madison United States of America 69.8 32.3 67.7 87.2 51.2 71.1 39655 10.8 11 2014 51 3.40119738166216
22 University of British Columbia Canada 68.6 88.7 78.6 85.2 40.6 77.4 50152 17.6 25 2012 54 3.09104245335832
154 National Taiwan University Taiwan 47.8 20.7 58.5 39.2 40 46.2 31891 11.9 7 2012 39 5.03695260241363
18 University of Michigan United States of America 75.4 47.2 90 94.3 53.3 82.8 41786 9 16 2012 48 2.89037175789616
187 Karlsruhe Institute of Technology Germany 45 47.3 35.4 60.7 40 47.2 25294 24.6 16 2011 26 5.23110861685459
137 University of Alberta Canada 46.4 80.7 48.1 63.6 47.4 54.7 36299 21.6 23 2016 55 4.91998092582813
61 Nanyang Technological University Singapore 43.9 92.5 55.9 75.9 100 62.2 25028 16.2 33 2015 48 4.11087386417331
23 University of Washington United States of America 68.2 49 77.1 95.9 32.8 78 44020 11.8 13 2011 53 3.13549421592915
50 University of Wisconsin-Madison United States of America 65.1 33 68.2 86.6 48.5 69.7 39655 10.8 11 2016 51 3.91202300542815
123 Lund University Sweden 30.1 67.4 48.6 72 33.5 51.1 28251 11.5 15 2014 49.5237543453071 4.81218435537242
80 Tufts University United States of America 46.7 43.4 32.1 93.9 39.1 56.1 10410 10 14 2014 54 4.38202663467388
81 Uppsala University Sweden 44.1 59.6 61 80.9 39.5 61.2 25266 18.2 12 2016 57 4.39444915467244
143 University of California, Riverside United States of America 27.8 30 30.9 89.6 31 47.5 20626 22 12 2012 51 4.96284463025991
102 Royal Holloway, University of London United Kingdom 30.4 92.6 21.2 97.5 33.1 52.5 8747 15.9 37 2014 57 4.62497281328427
164 Yeshiva University United States of America 44.8 28.5 23.7 92.8 54.2081680280047 51.2 6753 5.5 7 2016 53 5.0998664278242
158 University of Rochester United States of America 39.7 55.8 27.9 89 37 52.1 9390 4.5 26 2016 49 5.06259503302697
52 Korea Advanced Institute of Science and Technology (KAIST) South Korea 63.5 34.9 63.2 71.4 100 64.5 9027 10 9 2015 20 3.95124371858143
141 University of Warwick United Kingdom 39.8 82.9 42.4 58.7 34.6 49.4 18529 16.6 37 2014 48 4.94875989037817
181 Rensselaer Polytechnic Institute United States of America 30.7 35.6 35.5 71.5 65.6 45.6 6671 15 16 2014 30 5.19849703126583
38 Washington University in St Louis United States of America 58.9 56.4 63 88.6 54.2081680280047 69.9 12528 5.7 17 2011 49.5237543453071 3.63758615972639
92 University of Amsterdam Netherlands 41.7 56.4 54.7 68.3 42.5 54.7 24570 14.4 11 2012 53 4.52178857704904
165 University of Delaware United States of America 30 37.3 41.6 76.6 97.7 49.7 19262 15.9 10 2013 56 5.10594547390058
113 University of York United Kingdom 32.2 75 33.8 90.5 32.2 53.4 24054.2994708995 15.8825396825397 19.9079365079365 2015 49.5237543453071 4.72738781871234
43 University of Hong Kong Hong Kong 61.6 80.3 69.9 61.5 56.9 65.3 19835 17.6 38 2014 53 3.76120011569356
166 Tel Aviv University Israel 47.3 30.1 60.7 33 35 45.4 23977 24.4 4 2012 49.5237543453071 5.11198778835654
133 University of Geneva Switzerland 36.2 95.3 42.5 73.1 32.4 53.5 15668 15 39 2013 61 4.89034912822175
22 Carnegie Mellon University United States of America 71.8 51.4 87 95.5 55.9 81.5 11885 13.1 35 2013 39 3.09104245335832
112 Bilkent University Turkey 34.3 47.7 36.1 95.7 32.4 55.4 24054.2994708995 15.8825396825397 19.9079365079365 2011 49.5237543453071 4.71849887129509
196 Karlsruhe Institute of Technology Germany 34.6 64.9 19.6 65.5 35.6 41.6 25294 24.6 16 2012 26 5.27811465923052
124 Ghent University Belgium 52.8 24.7 59.1 52.8 97.1 54.4 32166 34.1 9 2011 57 4.82028156560504
156 University of Exeter United Kingdom 31.3 73.4 33.3 67.8 35.4 46.1 17755 18.8 28 2012 54 5.04985600724954
150 Boston College United States of America 34.5 52.4 33.2 88.7 54.2081680280047 51.6 13216 17.4 19 2013 54 5.01063529409626
90 University of Zurich Switzerland 56.6 87.9 47 65 43.8 57.7 26583 6.5 19 2011 57 4.49980967033027
59 University of Pittsburgh United States of America 54.3 26.5 53.9 88.7 37.5 62 26485 5.8 10 2012 51 4.07753744390572
120 Paris-Sud University France 37.3 62.7 33.1 87.7 28.9 52.8 27603 15 17 2015 49.5237543453071 4.78749174278205
76 Nanyang Technological University Singapore 37.7 91 54.3 67.5 100 57.2 25028 16.2 33 2014 48 4.33073334028633
13 ETH Zurich – Swiss Federal Institute of Technology Zurich Switzerland 78.2 96.6 90.2 83.5 73.2 84.6 18178 14.7 37 2015 31 2.56494935746154
17 University of Toronto Canada 75.8 60.0559748427673 87.9 82.2 54.2081680280047 82 66198 19.5 15 2011 49.5237543453071 2.83321334405622
72 Free University of Berlin Germany 57.9 69.2 72.2 60.2 35.1 63.2 33062 39.3 20 2016 58 4.27666611901606
106 Ghent University Belgium 41.1 47.3 52.2 63.4 97.8 53 32166 34.1 9 2012 57 4.66343909411207
46 University of Texas at Austin United States of America 59.3 31.7 69.7 92.2 63.1 70.3 49427 17.4 9 2016 51 3.8286413964891
64 Leiden University Netherlands 54 54.8 67.1 78.4 46.1 65.1 21222 17.1 10 2013 59 4.15888308335967
90 University of Notre Dame United States of America 41.2 47.5 34.7 91.8 31.2 54.7 11829 13.8 10 2014 44 4.49980967033027
34 University of Hong Kong Hong Kong 74 83.7 80.1 60.5 64.1 72.3 19835 17.6 38 2012 53 3.52636052461616
144 University of Freiburg Germany 48.3 54.9 33 72.4 81.1 52.3 26467 31.2 16 2013 52 4.969813299576
41 New York University United States of America 73.8 38.7 67.4 89.2 29.5 72.8 42056 6.8 19 2013 55 3.71357206670431
106 University of Mannheim Germany 34.5 64.6 47.7 86.9 85.3 57.7 11761 85.8 15 2016 55 4.66343909411207
49 Pennsylvania State University United States of America 55.3 33.7 65.9 79.4 60 64.2 44501 12.4 12 2014 46 3.89182029811063
104 Delft University of Technology Netherlands 53.5 71.3 66.1 31.2 100 53.1 15920 19.4 25 2012 26 4.64439089914137
26 Northwestern University United States of America 66.3 35.3 75.5 98.6 56.6 76.2 18334 13.8 15 2012 48 3.25809653802148
111 University of Basel Switzerland 38.9 92.4 21.9 86 48.6 52.2 12551 17.3 24 2012 54 4.70953020131233
124 Chinese University of Hong Kong Hong Kong 53.7 62.6 63.1 45.1 44.5 54.4 17916 10.2 22 2013 53 4.82028156560504
148 University of California, Riverside United States of America 25.9 62.2 25.8 91.8 37.6 48.7 20626 22 12 2014 51 4.99721227376411
44 Seoul National University South Korea 76.4 29.4 79.2 47.3 86 65.2 26389 13.9 10 2014 49.5237543453071 3.78418963391826
77 University of Colorado Boulder United States of America 39.5 30.8 42.6 98.2 54.2081680280047 57.3 29325 16.1 8 2012 45 4.34380542185368
51 Brown University United States of America 62.8 57.8 55.7 96.4 31.4 69.6 8653 10.1 19 2016 49.5237543453071 3.93182563272433
196 Newcastle University United Kingdom 30.9 84.3 27.5 81.5 34.7 49.2 20174 15.2 29 2016 50 5.27811465923052
75 Emory University United States of America 48.4 37.3 39.8 90.9 34.4 57.4 12338 4.5 18 2012 56 4.31748811353631
144 Eindhoven University of Technology Netherlands 38.3 69 47.1 57.3 99.9 50.5 8176 16 14 2015 19 4.969813299576
20 University of Toronto Canada 73.6 70 81.5 84.5 45.8 78.3 66198 19.5 15 2014 49.5237543453071 2.99573227355399
185 University of Ottawa Canada 38.9 49.6 34.8 54.8 36.9 43.2 36733 26.3 15 2012 60 5.22035582507832
2 Stanford University United States of America 95 56.6 98.8 99.3 62.4 93.7 15596 7.8 22 2013 42 0.693147180559945
193 Mines ParisTech France 41.6 58.7 22.5 62.7 99.1 44.9 1283 5.6 22 2014 28 5.26269018890489
107 University of Geneva Switzerland 34.5 96.8 37.2 78.2 65.1 53.8 15668 15 39 2015 61 4.67282883446191
81 Free University of Berlin Germany 49.4 56.6 58 67.6 33.5 57.6 33062 39.3 20 2015 58 4.39444915467244
32 University of California, San Diego United States of America 59.8 31.6 76.3 90.8 51.8 73.2 27233 6.5 11 2011 48 3.46573590279973
29 University of Illinois at Urbana-Champaign United States of America 66 41.1 78.9 79.4 54.2081680280047 71.4 42727 18.7 20 2014 47 3.36729582998647
165 Karlsruhe Institute of Technology Germany 40.5 60.1 34.9 62.9 82.7 48.1 25294 24.6 16 2015 26 5.10594547390058
116 Aarhus University Denmark 35.7 66.4 54.6 71.6 69.7 55.3 23895 13.6 14 2013 54 4.75359019110636
103 University of St Andrews United Kingdom 44.8 85.7 47.7 72.9 32.6 56.5 8338 12.7 47 2011 56 4.63472898822964
124 Dartmouth College United States of America 47.5 31.5 35.9 87 38.6 54.4 6178 6.6 16 2013 47 4.82028156560504
173 Queen’s University Canada 39.7 65 36.1 49.3 87.5 44.6 20488 22.1 10 2012 58 5.15329159449778
156 École Normale Supérieure de Lyon France 37.1 63.3 35.2 67.7 30 47.5 2218 8 14 2014 49 5.04985600724954
11 Johns Hopkins University United States of America 77.6 70 90.4 98.2 100 87.6 15128 3.6 23 2016 50 2.39789527279837
47 Wageningen University and Research Center Netherlands 52.6 70.3 66.9 87.8 100 70 9248 17 21 2016 56 3.85014760171006
144 VU University Amsterdam Netherlands 33.1 49.2 38.8 74.1 59.8 49 23280 16.3 6 2014 56 4.969813299576
177 University of Copenhagen Denmark 44.1 45.8 45.7 58.3 26.1 48.8 27545 4.1 19 2011 67 5.17614973257383
176 University at Buffalo United States of America 40.2 55.4 39.3 56.2 39.4 45.9 25668 19 19 2014 47 5.17048399503815
122 University of Florida United States of America 52 31.2 62.9 56 54.2081680280047 54.5 50095 18.7 9 2013 54 4.80402104473326
47 Tsinghua University China 73.3 39.5 83 58.8 100 70 39763 13.7 10 2016 32 3.85014760171006
90 Emory University United States of America 48.3 51 37.1 96.7 48.9 59.7 12338 4.5 18 2016 56 4.49980967033027
73 Wageningen University and Research Center Netherlands 44.3 78.7 46.8 77.5 100 59 9248 17 21 2015 56 4.29045944114839
109 Chinese University of Hong Kong Hong Kong 45.5 66.9 54.7 52.4 46.4 52 17916 10.2 22 2014 53 4.69134788222914
89 University of Groningen Netherlands 43.8 49.8 61 71.6 85.2 58.8 24556 25.6 12 2013 52 4.48863636973214
36 University of Edinburgh United Kingdom 58.9 84.3 62.9 88.3 41.2 70.4 25774 14.1 36 2015 58 3.58351893845611
110 University of Sheffield United Kingdom 49.5 68.1 46.2 71 41.5 56.2 23311 15.5 31 2013 50 4.70048036579242
115 Maastricht University Netherlands 39.7 85.2 53.2 62.5 99.1 55.5 15626 18.9 48 2013 56 4.74493212836325
151 University of Aberdeen United Kingdom 30.6 84.8 32.2 67.7 44.4 46.6 12938 15.8 33 2012 54 5.01727983681492
122 Michigan State University United States of America 50.4 30.4 52.7 63.7 54.2081680280047 54.5 44750 15.7 15 2011 51 4.80402104473326
116 Case Western Reserve University United States of America 46.5 34.4 37.4 82.9 54.2081680280047 53.2 9259 6.4 17 2015 48 4.75359019110636
48 École Polytechnique Fédérale de Lausanne Switzerland 55 100 56.1 83.8 38 66.5 9666 10.5 54 2011 27 3.87120101090789
109 University of New South Wales Australia 41.1 83.5 51.9 61.1 47.8 53.7 38309 25.9 33 2015 47 4.69134788222914
119 Royal Holloway, University of London United Kingdom 30.5 92.5 27.7 99 31.9 54.9 8747 15.9 37 2013 57 4.77912349311153
88 Maastricht University Netherlands 37.5 95.5 47.7 82.7 95.4 59.9 15626 18.9 48 2016 56 4.47733681447821
192 Ulm University Germany 35.2 58.2 23.9 86.4 58.4 49.5 9187 11.2 10 2016 47 5.25749537202778
164 Pompeu Fabra University Spain 32.9 63.3 28 90.7 37.2 51.2 10901 18.3 13 2016 59 5.0998664278242
200 George Washington University United States of America 44.6 39.9 25.1 70 29.3 45.6 20541 12 16 2015 56 5.29831736654804
139 University of Vienna Austria 49.5 86.6 41.2 45.2 25.4 47.9 34651 20.5 25 2012 67 4.93447393313069
6 Princeton University United States of America 89.5 54.5 99.4 99.8 79.5 92.7 7929 8.4 27 2013 45 1.79175946922805
149 Technical University of Denmark Denmark 37.9 77 30 76.9 98.7 51.7 9990 5 18 2013 27 5.00394630594546
74 University of Bristol United Kingdom 50.1 71.9 51.7 85.4 38.7 62.5 17906 14 25 2013 53 4.30406509320417
194 George Washington University United States of America 45.6 36 26.3 65.9 30 44.8 20541 12 16 2014 56 5.26785815906333
27 Georgia Institute of Technology United States of America 67.9 73.2 72.6 83.2 95.1 75.3 19967 20.1 26 2011 31 3.29583686600433
120 University of Bern Switzerland 40 83.7 42.5 76.6 82.9 56.1 14708 22.5 14 2016 54 4.78749174278205
22 University College London United Kingdom 70.4 90.6 80.4 85.1 46.2 78.7 26607 10.7 46 2015 56 3.09104245335832
4 Stanford University United States of America 94.7 68 96.8 99.1 61.3 93.8 15596 7.8 22 2014 42 1.38629436111989
31 École Polytechnique Fédérale de Lausanne Switzerland 61.3 98.6 67.5 94.6 65.4 76.1 9666 10.5 54 2016 27 3.43398720448515
103 University of Arizona United States of America 39.4 38 44.4 74.6 82.3 52.4 36429 12.7 8 2014 52 4.63472898822964
121 University of Sussex United Kingdom 29.5 80.1 32.2 86.3 31.3 51.2 12001 17.4 35 2014 54 4.79579054559674
89 University of Notre Dame United States of America 42.6 33.1 36.2 94.1 27.3 55 11829 13.8 10 2012 44 4.48863636973214
101 University of Basel Switzerland 39.5 94.7 33.1 88.3 99.9 57.9 12551 17.3 24 2016 54 4.61512051684126
190 Yonsei University South Korea 44.5 35 47 44.2 70.1 45.1 24774 11.6 14 2014 49.5237543453071 5.24702407216049
2 Harvard University United States of America 95.3 66.2 98.5 99.1 40.6 93.9 20152 8.9 25 2014 49.5237543453071 0.693147180559945
57 Boston University United States of America 56.4 47.8 46.7 94.4 30.3 63.6 24789 8.6 17 2015 58 4.04305126783455
136 University of California, Santa Cruz United States of America 25.9 39.4 29.1 99.9 54.2081680280047 49.9 17404 22.7 1 2014 53 4.91265488573605
132 University of Massachusetts United States of America 40.7 33.1 38.9 74.6 52 50.1 56959 13 11 2014 49 4.88280192258637
5 University of Cambridge United Kingdom 89.7 87.8 95.6 95.2 51.1 92 18812 11.8 34 2015 46 1.6094379124341
185 Brandeis University United States of America 28.3 47 25.7 97.3 38.6 49.9 5495 12.6 22 2016 55 5.22035582507832
34 London School of Economics and Political Science United Kingdom 65.4 87.4 74.2 71.3 40.6 70.9 24054.2994708995 15.8825396825397 19.9079365079365 2015 49.5237543453071 3.52636052461616
32 University of British Columbia Canada 60.5 84.8 69 85.3 40.1 71.8 50152 17.6 25 2015 54 3.46573590279973
37 Australian National University Australia 68.6 90 83.5 73.5 39.6 75.4 14604 19.2 35 2013 52 3.61091791264422
182 Cardiff University United Kingdom 30.9 78.1 31.6 82 34.6 50.1 23347 13.1 23 2016 57 5.2040066870768
171 University of Nottingham United Kingdom 39.9 70.6 35.8 62.7 39.6 47.8 30144 15 27 2015 54 5.14166355650266
118 Royal Holloway, University of London United Kingdom 29.1 94.4 22.4 98.9 32.8 53 8747 15.9 37 2015 57 4.77068462446567
152 Newcastle University United Kingdom 42.7 80.5 42.8 63.6 31.1 51.2 20174 15.2 29 2011 50 5.02388052084628
81 University of York United Kingdom 47.9 66.6 46.2 81.9 36.2 59.1 24054.2994708995 15.8825396825397 19.9079365079365 2011 49.5237543453071 4.39444915467244
171 University of Liverpool United Kingdom 38.7 73.7 37.5 64.8 46.4 49 18815 13.6 30 2013 52 5.14166355650266
83 Durham University United Kingdom 32.5 75.8 37.9 96.2 30.5 56.4 15489 15.7 24 2012 54 4.4188406077966
56 University of Sydney Australia 54.3 84.4 68.1 77.5 72.4 68.1 41868 20.2 28 2016 57 4.02535169073515
121 Technical University of Denmark Denmark 39.9 79.7 28.2 79.6 98.6 52.7 9990 5 18 2015 27 4.79579054559674
158 University of São Paulo Brazil 63 24.5 65.7 30.2 40 50.5 81402 14.6 4 2013 48 5.06259503302697
112 University of Sheffield United Kingdom 40.6 71.6 38.1 72.4 42.7 51.8 23311 15.5 31 2014 50 4.71849887129509
119 KU Leuven Belgium 57.7 29.6 62.9 45.2 97.7 54.8 42503 41.9 18 2011 54 4.77912349311153
55 Nanyang Technological University Singapore 48.4 94.6 61.3 85.6 99.9 68.2 25028 16.2 33 2016 48 4.00733318523247
96 Vanderbilt University United States of America 46 28.3 38.2 87.7 59.4 55.2 12161 3.6 10 2015 52 4.56434819146784
118 University of Virginia United States of America 55.9 27.9 43 73.5 48.6 55 23845 10.2 12 2013 52 4.77068462446567
132 University of Lausanne Switzerland 27.3 84.5 39.7 74.5 52.7 50.1 11964 13.1 22 2014 49.5237543453071 4.88280192258637
64 University of Pittsburgh United States of America 58.5 25.2 58.3 78.3 37.9 62.7 26485 5.8 10 2011 51 4.15888308335967
199 Tel Aviv University Israel 39.9 43.3 48.3 44.8 44.7 44.3 23977 24.4 4 2014 49.5237543453071 5.29330482472449
143 University of Utah United States of America 39.4 25.5 36.1 76.6 61.3 49.1 25674 16.9 9 2014 45 4.96284463025991
44 New York University United States of America 60.2 38.1 65.4 92.3 30.9 69 42056 6.8 19 2012 55 3.78418963391826
106 Eindhoven University of Technology Netherlands 37.3 68.7 47.9 63.6 100 52.3 8176 16 14 2014 19 4.66343909411207
155 National Taiwan University Taiwan 48.8 27.5 57.3 47.7 43.8 49.3 31891 11.9 7 2015 39 5.04342511691925
24 Carnegie Mellon University United States of America 63.1 58.1 77.4 93.9 52.5 76 11885 13.1 35 2014 39 3.17805383034795
72 Erasmus University Rotterdam Netherlands 39.8 66.2 53.7 82.3 54.4 59.1 20580 18.9 18 2015 48 4.27666611901606
158 TU Dresden Germany 41.4 47.7 45.8 66.1 99.7 52.1 35487 37.4 12 2016 42 5.06259503302697
37 Heidelberg University Germany 68.8 62.8 69.6 88.2 68.2 74.4 28881 24.5 17 2016 55 3.61091791264422
157 University of Nottingham United Kingdom 38.4 70.3 36.3 62.3 39.2 47.4 30144 15 27 2014 54 5.05624580534831
113 University of Montreal Canada 46.3 84.2 45.5 69.6 92.6 57 38264 20.3 25 2016 57 4.72738781871234
29 LMU Munich Germany 65.1 56.4 69.1 83 100 71.9 35691 15.5 13 2015 62 3.36729582998647
198 Newcastle University United Kingdom 29.7 76.3 28.3 68.1 36.9 44.5 20174 15.2 29 2014 50 5.28826703069454
35 University of Hong Kong Hong Kong 78.4 81.7 85.9 62.1 62.5 75.6 19835 17.6 38 2013 53 3.55534806148941
53 Ohio State University United States of America 66.7 46.3 60.9 80.1 49.5 67 51462 13.4 12 2013 49 3.97029191355212
7 University of Cambridge United Kingdom 91.2 83.6 95.6 96.2 59.1 92.6 18812 11.8 34 2013 46 1.94591014905531
180 Paris Diderot University – Paris 7 France 25.6 67.4 19.7 92.2 29.1 47 27756 14.8 17 2015 63 5.19295685089021
32 University of Washington United States of America 67.1 51.2 70 98.6 43.1 75.6 44020 11.8 13 2016 53 3.46573590279973
52 Brown University United States of America 55.4 37.7 52 91.3 33.5 63.2 8653 10.1 19 2014 49.5237543453071 3.95124371858143
25 University of Washington United States of America 70.8 36.9 74 98.2 31.8 76.5 44020 11.8 13 2012 53 3.2188758248682
21 University of Michigan United States of America 76.8 53.7 85.2 94.4 56.3 82.4 41786 9 16 2016 48 3.04452243772342
153 University of Birmingham United Kingdom 42.8 72.2 39.6 57.5 36.7 48.3 25295 16.4 23 2014 54 5.03043792139244
117 University of Maryland, College Park United States of America 45 43.5 42.1 88.2 32.3 56.7 31331 8.4 9 2016 48 4.76217393479776
90 University of Southampton United Kingdom 50.8 69 47.8 72.9 37.7 57.7 20925 13.5 29 2011 53 4.49980967033027
21 University College London United Kingdom 70.5 90.2 77.5 84.1 46.8 77.6 26607 10.7 46 2014 56 3.04452243772342
15 University of Pennsylvania United States of America 90 38.1 89.4 96.2 43.7 86.6 20376 6.5 20 2013 51 2.70805020110221
55 KU Leuven Belgium 53 62.3 63.6 71.8 99.9 63.7 42503 41.9 18 2015 54 4.00733318523247
106 Uppsala University Sweden 48.6 56.3 63.9 58.2 44.1 56.6 25266 18.2 12 2013 57 4.66343909411207
46 University of Minnesota United States of America 59.9 33.8 64.7 82.9 54.2081680280047 65.9 46825 18 13 2015 52 3.8286413964891
169 Nanyang Technological University Singapore 41.4 89.8 47.8 34.5 44.4 45 25028 16.2 33 2012 48 5.12989871492307
97 University of Arizona United States of America 45.1 28.4 43 78.3 86 54.2 36429 12.7 8 2012 52 4.57471097850338
84 University of Freiburg Germany 47.4 60.3 51.1 80.5 100 60.7 26467 31.2 16 2016 52 4.43081679884331
199 Bogaziçi University Turkey 20.5 49.8 22.8 88.2 45.9 44.3 11506 25 7 2014 50 5.29330482472449
35 McGill University Canada 69 85.9 74.9 69 54.2081680280047 71.7 31326 13.7 23 2011 56 3.55534806148941
98 Technical University of Munich Germany 45.6 64 37.4 78.8 49 54.6 35565 31.5 20 2015 33 4.58496747867057
72 University of Massachusetts United States of America 57.1 31.7 62.6 77.8 52.8 62.9 56959 13 11 2013 49 4.27666611901606
158 Tel Aviv University Israel 50.7 39.5 59.8 43.7 49.2 50.5 23977 24.4 4 2013 49.5237543453071 5.06259503302697
103 Stockholm University Sweden 28.6 53.4 41.4 88.7 31.5 52.4 31715 23.7 8 2014 62 4.63472898822964
144 Rutgers, the State University of New Jersey United States of America 40.5 34.3 45.3 71 35.2 50.5 37032 17.3 8 2015 51 4.969813299576
124 Seoul National University South Korea 64.6 16.3 50.8 44 42.6 50.1 26389 13.9 10 2012 49.5237543453071 4.82028156560504
195 Charité - Universitätsmedizin Berlin Germany 37.3 61.1 22.2 83.8 68.4 49.3 6853 6.6 16 2016 64 5.27299955856375
65 McMaster University Canada 41.9 72 49.9 85.5 97.5 61 23823 19.3 15 2012 53 4.17438726989564
150 Indiana University United States of America 46.5 37.1 35.1 73.1 54.2081680280047 50.1 62468 13.6 13 2015 53 5.01063529409626
9 Imperial College London United Kingdom 84.6 92.7 88.3 89.4 72.7 87.5 15060 11.7 51 2015 37 2.19722457733622
95 University of Rochester United States of America 42.8 50.7 29.9 89.7 41.4 53.6 9390 4.5 26 2014 49 4.55387689160054
130 University of Southampton United Kingdom 37.9 77.4 38.9 79.2 41.8 53.6 20925 13.5 29 2013 53 4.86753445045558
114 Eindhoven University of Technology Netherlands 55.4 44.9 51.7 56.9 99.8 55.3 8176 16 14 2011 19 4.7361984483945
168 George Washington University United States of America 48.1 36.6 28 77.1 30 49.4 20541 12 16 2013 56 5.12396397940326
185 University of Twente Netherlands 49.9 62.4 48.3 42 49.8 47.5 6631 12 26 2011 37 5.22035582507832
112 University of Bern Switzerland 43 77.6 34.6 73.5 38.2 52.1 14708 22.5 14 2012 54 4.71849887129509
4 University of Cambridge United Kingdom 88.2 91.5 96.7 97 55 92.8 18812 11.8 34 2016 46 1.38629436111989
84 University of Montreal Canada 54 74.6 57.9 60.9 95 59.8 38264 20.3 25 2013 57 4.43081679884331
48 LMU Munich Germany 65.4 54.7 66.5 85.5 42 70.4 35691 15.5 13 2013 62 3.87120101090789
43 University of North Carolina at Chapel Hill United States of America 67.6 20.2 62.6 92.6 35.5 69.3 26518 7.3 8 2012 58 3.76120011569356
135 University of Virginia United States of America 37 26.4 42.2 74.7 34.7 49 23845 10.2 12 2012 52 4.90527477843843
173 Georgetown University United States of America 51.1 43.3 28.2 62.2 80 47.7 15408 8.5 14 2015 53 5.15329159449778
2 University of Oxford United Kingdom 89 90.2 98.5 95.4 90.3 93.9 19919 11.6 34 2014 46 0.693147180559945
156 Texas A&M University United States of America 46.4 47.2 58.3 49.3 45.5 50.9 50657 21.4 9 2013 47 5.04985600724954
115 Eindhoven University of Technology Netherlands 35.6 67.3 48 62.1 100 51.3 8176 16 14 2012 19 4.74493212836325
112 Tokyo Institute of Technology Japan 62.9 24.8 63.4 45.5 60.5 55.4 9586 7.3 13 2011 13 4.71849887129509
74 University of Groningen Netherlands 43.3 63.9 56.9 84 92.4 62.4 24556 25.6 12 2016 52 4.30406509320417
101 University of Sheffield United Kingdom 44.6 68.2 46 67.5 40.2 53.6 23311 15.5 31 2012 50 4.61512051684126
82 University of New South Wales Australia 40.7 89.5 53.9 82.1 50 61 38309 25.9 33 2016 47 4.40671924726425
61 KU Leuven Belgium 48.6 58.6 59.9 72.9 99.9 61.3 42503 41.9 18 2014 54 4.11087386417331
196 University of Dundee United Kingdom 22.5 65.7 21.4 84.9 46.5 44.7 11628 15.3 25 2014 60 5.27811465923052
190 Drexel University United States of America 45 60.6 35.9 58.2 27.4 46.9 20713 10.8 18 2011 48 5.24702407216049
88 Case Western Reserve University United States of America 51 35.4 38.6 82.8 54.2081680280047 55 9259 6.4 17 2014 48 4.47733681447821
117 University of Glasgow United Kingdom 34.5 73.7 36.6 79.2 40.8 51.6 22616 16 29 2014 57 4.76217393479776
124 University of Cape Town South Africa 26.8 76.7 35.3 86.6 88 52.6 20040 12.1 18 2015 53 4.82028156560504
190 University of Western Australia Australia 35 88.4 39.9 55.7 60 47.3 20851 20.7 27 2013 50 5.24702407216049
17 University College London United Kingdom 77.8 91.8 84.3 89 41.4 83.2 26607 10.7 46 2012 56 2.83321334405622
25 National University of Singapore Singapore 72 94.9 78.1 66 53.4 73.3 31592 15.5 34 2015 49 3.2188758248682
161 Boston College United States of America 40.1 31.6 33.6 78 54.2081680280047 50.3 13216 17.4 19 2011 54 5.08140436498446
117 Trinity College Dublin Republic of Ireland 30.3 89.4 23.5 91.7 29.7 51.1 15521 18 25 2012 57 4.76217393479776
25 Georgia Institute of Technology United States of America 70.2 66.3 79.5 90.3 74.9 78.8 19967 20.1 26 2013 31 3.2188758248682
65 Case Western Reserve University United States of America 67.2 56.5 53.8 66 54.2081680280047 62.2 9259 6.4 17 2011 48 4.17438726989564
72 University of Sydney Australia 47.4 84.8 55.4 66.6 66.3 58.8 41868 20.2 28 2014 57 4.27666611901606
69 University of Bristol United Kingdom 47.6 82.4 51.6 91.2 40 64.3 17906 14 25 2016 53 4.23410650459726
193 Technion Israel Institute of Technology Israel 44.8 55.9 50.2 44 40.8 46.9 13855 19.4 4 2013 35 5.26269018890489
192 University of Antwerp Belgium 33.8 58.5 35.5 64.8 100 47.1 12346 30.3 16 2013 56 5.25749537202778
103 University of Helsinki Finland 37.5 49.7 48.1 79 31.5 53.9 23505 15.1 6 2015 66 4.63472898822964
124 Lancaster University United Kingdom 43.5 73.8 41.9 74.9 28.8 54.4 11512 14.9 33 2011 52 4.82028156560504
94 McMaster University Canada 39.8 76.1 44.8 84.9 88 58.8 23823 19.3 15 2016 53 4.54329478227
19 University of Toronto Canada 76.9 69 87.4 86.5 44.9 81.6 66198 19.5 15 2012 49.5237543453071 2.94443897916644
157 University of Liverpool United Kingdom 31.3 79.5 33.2 76.2 40 49.1 18815 13.6 30 2015 52 5.05624580534831
133 University of Leeds United Kingdom 44.6 64.8 43.9 57.1 36.4 49.5 27703 14.7 21 2012 58 4.89034912822175
83 Heidelberg University Germany 59.2 63.4 47.5 70.3 39.1 59 28881 24.5 17 2011 55 4.4188406077966
138 Georgetown University United States of America 52.5 29.1 40.4 57.7 54.2081680280047 48 15408 8.5 14 2012 53 4.92725368515721
196 University of Leicester United Kingdom 33 83.7 32.5 66.5 34.9 46.7 14541 13.4 35 2013 54 5.27811465923052
158 University of Birmingham United Kingdom 44.8 69.7 46.7 56.3 38.4 50.5 25295 16.4 23 2013 54 5.06259503302697
137 University of Sheffield United Kingdom 48.9 62.7 49.2 58.4 40.3 52.5 23311 15.5 31 2011 50 4.91998092582813
116 University of Lausanne Switzerland 27.5 86.7 40.4 77.8 40.3 51.2 11964 13.1 22 2012 49.5237543453071 4.75359019110636
147 Brandeis University United States of America 25.8 54.7 29.1 95.3 43.9 50.3 5495 12.6 22 2015 55 4.99043258677874
42 Washington University in St Louis United States of America 57.6 46.5 55.2 97.1 54.2081680280047 67.8 12528 5.7 17 2015 49.5237543453071 3.73766961828337
103 University of York United Kingdom 41.9 71.9 43.9 83.4 38.4 57.1 24054.2994708995 15.8825396825397 19.9079365079365 2013 49.5237543453071 4.63472898822964
197 Georgia Health Sciences University United States of America 49 32.1 14.2 63.5 40.7 41.5 24054.2994708995 15.8825396825397 19.9079365079365 2012 49.5237543453071 5.28320372873799
3 Massachusetts Institute of Technology United States of America 97.8 82.3 91.4 99.9 87.5 95.6 11074 9 33 2011 37 1.09861228866811
117 Stockholm University Sweden 31.3 52.2 43.8 93 32 55.2 31715 23.7 8 2013 62 4.76217393479776
140 Pierre and Marie Curie University France 51.9 30.7 37.2 71.5 26.4 52.2 27862 8.7 18 2011 48 4.9416424226093
61 University of Zurich Switzerland 56.7 87.4 45.9 78.4 43.5 61.9 26583 6.5 19 2012 57 4.11087386417331
12 University of California, Los Angeles United States of America 82.4 49.2 90.5 95.3 54.2081680280047 85.5 38206 10.3 15 2015 52 2.484906649788
42 University of Minnesota United States of America 66.1 25.6 72.5 85.4 54.2081680280047 70 46825 18 13 2012 52 3.73766961828337
2 Harvard University United States of America 95.8 67.5 97.4 99.8 35.9 93.9 20152 8.9 25 2012 49.5237543453071 0.693147180559945
174 University of East Anglia United Kingdom 42.1 62.8 40.4 62.8 29.7 49 14992 14.7 28 2011 58 5.15905529921453
21 Northwestern University United States of America 72.7 36.7 78.9 96.9 77 79.2 18334 13.8 15 2015 48 3.04452243772342
58 KU Leuven Belgium 59.7 56.6 71 67.2 99.7 66.1 42503 41.9 18 2013 54 4.06044301054642
28 Karolinska Institute Sweden 60.6 73.1 81.1 92.2 75.8 77.5 7774 11.5 22 2016 70 3.3322045101752
174 University of Nottingham United Kingdom 46.8 74.8 44.1 52.5 38.4 49 30144 15 27 2011 54 5.15905529921453
127 Radboud University Nijmegen Netherlands 35.7 53.4 54.3 73.3 41.7 54 17713 13 10 2013 58 4.84418708645859
64 University of Massachusetts United States of America 54 27.3 58.3 80.1 53.2 61.1 56959 13 11 2012 49 4.15888308335967
168 RWTH Aachen University Germany 36.1 67.1 25.1 67.2 61.8 45.1 37917 27.6 16 2012 31 5.12396397940326
73 Heidelberg University Germany 57.1 62.3 41.5 78.5 37.6 58.7 28881 24.5 17 2012 55 4.29045944114839
60 Washington University in St Louis United States of America 54.3 44.9 55.6 99.2 33.5 67 12528 5.7 17 2016 49.5237543453071 4.0943445622221
45 LMU Munich Germany 63.8 54.3 59.9 84.6 40.7 67.6 35691 15.5 13 2012 62 3.80666248977032
53 Pohang University of Science and Technology South Korea 56.4 25 51.9 92.3 100 64.6 3055 10.1 4 2012 20 3.97029191355212
54 Kyoto University Japan 77.1 26.3 74.8 57.8 76.4 66.8 22809 5.6 7 2013 49.5237543453071 3.98898404656427
110 University of Southampton United Kingdom 39.8 88.4 43.6 82 37.5 57.2 20925 13.5 29 2016 53 4.70048036579242
184 Colorado School of Mines United States of America 24.9 51.2 22.5 94.3 66 48 5287 18.2 12 2013 26 5.21493575760899
115 National Taiwan University Taiwan 50.3 29.2 59 61.6 35.7 55.2 31891 11.9 7 2011 39 4.74493212836325
146 Autonomous University of Barcelona Spain 40.3 50.3 40 83.8 34.9 53.8 30538 12.3 10 2016 59 4.98360662170834
105 Technical University of Munich Germany 51.2 61.5 42.4 76.5 49.7 56.8 35565 31.5 20 2013 33 4.65396035015752
10 Imperial College London United Kingdom 84.5 91.8 88.1 90 72.3 87.5 15060 11.7 51 2014 37 2.30258509299405
54 École Normale Supérieure France 70.6 85.5 47.7 87.1 37.1 69 2400 7.9 20 2016 46 3.98898404656427
167 University of Leicester United Kingdom 32.1 86.6 27.8 86 31.7 51.1 14541 13.4 35 2016 54 5.11799381241676
103 University of Zurich Switzerland 40.2 86.9 33.1 81.4 40.1 53.9 26583 6.5 19 2015 57 4.63472898822964
99 University of Sussex United Kingdom 30.6 79.8 34.8 92 28.1 53.9 12001 17.4 35 2012 54 4.59511985013459
161 University College Dublin Republic of Ireland 27.1 79.6 29 77 33.1 46.7 22193 24.5 23 2014 49.5237543453071 5.08140436498446
59 Kyoto University Japan 70.4 29 68.4 57 73.3 62.8 22809 5.6 7 2015 49.5237543453071 4.07753744390572
42 University of North Carolina at Chapel Hill United States of America 70.4 32.9 69.3 90.1 40 72.4 26518 7.3 8 2013 58 3.73766961828337
94 University College Dublin Republic of Ireland 42.4 87 36.6 86.3 54.2081680280047 57.5 22193 24.5 23 2011 49.5237543453071 4.54329478227
159 Radboud University Nijmegen Netherlands 27.7 52.3 43.8 65.5 33.1 45.9 17713 13 10 2012 58 5.06890420222023
8 University of California, Berkeley United States of America 84.2 39.6 99.3 97.8 54.2081680280047 91.1 36186 16.4 15 2011 50 2.07944154167984
70 Durham University United Kingdom 47.9 86.4 51.9 87.7 34.4 63.6 15489 15.7 24 2016 54 4.24849524204936
187 KTH Royal Institute of Technology Sweden 40.9 82.1 39.5 34.1 100 43 12062 14.6 21 2012 30 5.23110861685459
120 University of Florida United States of America 51.8 33.3 56.8 67.7 54.2081680280047 56.1 50095 18.7 9 2016 54 4.78749174278205
14 Cornell University United States of America 82.2 62.4 88.8 88.1 34.7 83.9 21424 10.2 19 2011 48 2.63905732961526
147 University of Virginia United States of America 38.8 43.4 37.5 87.3 37.9 53.3 23845 10.2 12 2016 52 4.99043258677874
136 University of Lausanne Switzerland 29.4 85.1 39.9 76.5 50.9 51.4 11964 13.1 22 2015 49.5237543453071 4.91265488573605
6 University of Cambridge United Kingdom 90.5 77.7 94.1 94 57 91.2 18812 11.8 34 2011 46 1.79175946922805
185 University of Ottawa Canada 36.5 62.4 34.8 60.6 41.6 45.3 36733 26.3 15 2014 60 5.22035582507832
178 Joseph Fourier University France 38 57.3 29.3 73 31.3 47.1 16130 12.1 13 2015 49.5237543453071 5.18178355029209
196 St George’s, University of London United Kingdom 25.6 69.5 18.1 100 37.7 49.2 2958 13.4 17 2016 61 5.27811465923052
117 University of St Andrews United Kingdom 36.9 88.8 32.2 77.3 40.3 51.6 8338 12.7 47 2014 56 4.76217393479776
37 Peking University China 76.4 68.6 61.3 72.2 98.6 70.7 40148 8.3 14 2011 49.5237543453071 3.61091791264422
182 University of Utah United States of America 35.6 30.1 35.3 83.7 57.4 50.1 25674 16.9 9 2016 45 5.2040066870768
109 University of Alberta Canada 44.6 70.1 47.8 59.3 46.8 52 36299 21.6 23 2014 55 4.69134788222914
109 University of Helsinki Finland 42.8 48.3 53 77.7 31.1 56.4 23505 15.1 6 2013 66 4.69134788222914
86 University of St Andrews United Kingdom 49.7 92.3 47.3 78.8 30.6 60.4 8338 12.7 47 2016 56 4.45434729625351
152 University of New South Wales Australia 49.5 70.7 48.9 51.2 60 51.2 38309 25.9 33 2011 47 5.02388052084628
26 University of Washington United States of America 64.5 47.9 68.9 95 44.7 73.2 44020 11.8 13 2015 53 3.25809653802148
129 RWTH Aachen University Germany 40.4 55.5 31.3 76 73.9 50.3 37917 27.6 16 2014 31 4.85981240436167
63 Scuola Normale Superiore di Pisa Italy 48.2 50.1 46 96.4 40.1 61.9 462 16.5 5 2015 28 4.14313472639153
165 Pompeu Fabra University Spain 25.1 63.2 28.3 88.3 35.9 48.1 10901 18.3 13 2015 59 5.10594547390058
81 Pierre and Marie Curie University France 59.2 64.4 43.5 80.6 28.6 60.5 27862 8.7 18 2013 48 4.39444915467244
27 Georgia Institute of Technology United States of America 62.5 68.9 71.2 85.8 72.3 72.8 19967 20.1 26 2015 31 3.29583686600433
109 Pennsylvania State University United States of America 46.3 19.9 49.2 77.6 44 56 44501 12.4 12 2011 46 4.69134788222914
10 University of Chicago United States of America 85.7 65 88.9 99.2 36.6 87.9 14221 6.9 21 2016 42 2.30258509299405
24 University of Edinburgh United Kingdom 68.6 89.8 77.2 96.3 36.1 80.3 25774 14.1 36 2016 58 3.17805383034795
153 University of Exeter United Kingdom 33.2 74.1 38.1 78.1 37.1 51.3 17755 18.8 28 2013 54 5.03043792139244
193 City University of Hong Kong Hong Kong 30.2 61.6 35 57.4 50.1 42.6 10015 7.1 28 2012 51 5.26269018890489
104 Dartmouth College United States of America 50.7 38.3 35.8 93.3 40.8 57.8 6178 6.6 16 2016 47 4.64439089914137
103 Rutgers, the State University of New Jersey United States of America 43.4 31.4 50.1 70.4 35.4 52.4 37032 17.3 8 2014 51 4.63472898822964
150 University of Copenhagen Denmark 33.9 76 32 73.1 43 48.5 27545 4.1 19 2014 67 5.01063529409626
144 Osaka University Japan 52.5 27.6 47.6 50.4 71.2 49 23144 7.8 9 2014 31 4.969813299576
106 University of California, Irvine United States of America 39.9 59.2 41.8 91.6 48.9 57.7 26614 16.1 16 2016 52 4.66343909411207
130 University of Geneva Switzerland 34.9 97.5 39 65.1 32.7 49.8 15668 15 39 2012 61 4.86753445045558
83 University of Amsterdam Netherlands 45.6 57 61.3 75.1 49 60.1 24570 14.4 11 2013 53 4.4188406077966
28 Georgia Institute of Technology United States of America 59.4 67.8 68.6 87.9 71.3 71.6 19967 20.1 26 2014 31 3.3322045101752
193 Iowa State University United States of America 35.7 30.5 34.3 74.9 44 46.9 29991 17.4 11 2013 44 5.26269018890489
16 Johns Hopkins University United States of America 81.8 57.3 85.5 95.3 100 85.6 15128 3.6 23 2013 50 2.77258872223978
43 University of Göttingen Germany 57.3 44.5 55.9 92.5 31.7 67 25581 25.6 12 2011 51 3.76120011569356
14 University College London United Kingdom 78.1 94.4 91 94.2 40.5 87.1 26607 10.7 46 2016 56 2.63905732961526
154 University of California, Riverside United States of America 29.1 62.8 32.5 90.3 33.5 51.1 20626 22 12 2013 51 5.03695260241363
50 Pohang University of Science and Technology South Korea 63.9 28.8 63.9 88.2 100 69.4 3055 10.1 4 2013 20 3.91202300542815
94 University of Maryland, College Park United States of America 41.1 35.3 43.6 85.8 28.5 54.5 31331 8.4 9 2012 48 4.54329478227
167 Aarhus University Denmark 38.1 33.4 55.6 57.3 61.5 49.9 23895 13.6 14 2011 54 5.11799381241676
85 Ghent University Belgium 41 49.5 48.9 74.9 94.6 55.5 32166 34.1 9 2014 57 4.44265125649032
135 University of Copenhagen Denmark 37.8 74.8 31.6 72.1 37 49 27545 4.1 19 2012 67 4.90527477843843
141 Texas A&M University United States of America 46.2 49.1 51.9 55.1 49.6 50.9 50657 21.4 9 2015 47 4.94875989037817
75 University of Southern California United States of America 55.2 42.7 44.6 81.3 34.4 58.4 36534 12.9 20 2015 52 4.31748811353631
88 Technical University of Munich Germany 50 65.2 37.1 76.3 47.2 55.1 35565 31.5 20 2012 33 4.47733681447821
126 KTH Royal Institute of Technology Sweden 45.7 84 44.8 55.1 100 52.5 12062 14.6 21 2015 30 4.83628190695148
95 University of Arizona United States of America 52.4 21.9 52.2 70.1 84.2 57.3 36429 12.7 8 2011 52 4.55387689160054
29 University of California, Santa Barbara United States of America 56.6 64.3 68 98.8 89.8 75 22020 27.3 11 2011 52 3.36729582998647
81 The University of Queensland Australia 51.8 74.2 53.4 69 57.1 59.1 34718 32.7 27 2011 53 4.39444915467244
68 University of Southern California United States of America 49.3 56.3 58.9 93 38 65.5 36534 12.9 20 2016 52 4.21950770517611
197 University of Illinois at Chicago United States of America 57.8 51.8 46.8 34.7 54.2081680280047 46.4 24313 9.2 17 2011 53 5.28320372873799
98 University of Arizona United States of America 47 31.3 53.7 76.9 83.9 57.7 36429 12.7 8 2013 52 4.58496747867057
121 University of York United Kingdom 36.7 72.7 38.8 71.6 33.9 50.4 24054.2994708995 15.8825396825397 19.9079365079365 2012 49.5237543453071 4.79579054559674
121 University of Alberta Canada 50.9 67.6 53.9 56.6 50.6 54.7 36299 21.6 23 2013 55 4.79579054559674
2 California Institute of Technology United States of America 97.7 54.6 98 99.9 83.7 96 2243 6.9 27 2011 33 0.693147180559945
39 McGill University Canada 63.3 79 69.9 76 38.6 69.6 31326 13.7 23 2015 56 3.66356164612965
111 Hong Kong Baptist University Hong Kong 32.9 71.8 32.5 97.6 26.7 55.6 10441 11 25 2011 61 4.70953020131233
156 Iowa State University United States of America 49.3 23.2 49.6 58.2 49.6 51 29991 17.4 11 2011 44 5.04985600724954
73 Monash University Australia 48.1 87.6 58.5 73.3 79.7 62.5 50882 40.5 36 2016 56 4.29045944114839
78 Stony Brook University United States of America 48.5 52.2 43.6 85.8 54.2081680280047 59.6 21908 10.9 24 2011 50 4.35670882668959
65 University of Minnesota United States of America 53.5 35.3 61 88 98.5 65.9 46825 18 13 2016 52 4.17438726989564
130 University of Virginia United States of America 48.7 31.8 35.9 76.9 49.8 52.1 23845 10.2 12 2015 52 4.86753445045558
51 Brown University United States of America 63.7 36.9 60.3 94.1 29.9 68.9 8653 10.1 19 2013 49.5237543453071 3.93182563272433
142 University of Vienna Austria 40.8 92.6 50.5 63.6 30.2 54.2 34651 20.5 25 2016 67 4.95582705760126
110 Trinity College Dublin Republic of Ireland 41.9 84.5 33.5 88.1 32.8 56.2 15521 18 25 2013 57 4.70048036579242
149 University of Twente Netherlands 34.1 80.1 45.6 68.8 91.2 52.9 6631 12 26 2016 37 5.00394630594546
30 University of British Columbia Canada 65.1 93.3 74.8 80.3 42.6 73.8 50152 17.6 25 2011 54 3.40119738166216
198 University of Trento Italy 30.8 55.9 27.4 87.7 47.1 49.1 16841 43.2 8 2016 51 5.28826703069454
131 University of York United Kingdom 41.9 83.5 46.3 73.1 31.1 55.4 24054.2994708995 15.8825396825397 19.9079365079365 2016 49.5237543453071 4.87519732320115
47 University of Minnesota United States of America 66.1 28.7 74 84.7 54.2081680280047 70.5 46825 18 13 2013 52 3.85014760171006
110 RWTH Aachen University Germany 49.4 54.1 56.3 63.2 98.1 57.2 37917 27.6 16 2016 31 4.70048036579242
138 Karlsruhe Institute of Technology Germany 37.7 56.7 47.5 73.8 99.5 54.5 25294 24.6 16 2016 26 4.92725368515721
163 University of Arizona United States of America 38.7 38.6 41.8 79.5 32.4 51.7 36429 12.7 8 2016 52 5.09375020080676
85 Middle East Technical University Turkey 45.5 38.7 36.9 92 55.2 56.6 25779 22.2 7 2015 44 4.44265125649032
22 Carnegie Mellon University United States of America 67.4 57.1 88.8 99.1 57.5 82.3 11885 13.1 35 2016 39 3.09104245335832
25 University of Texas at Austin United States of America 75.5 42.1 80.7 91 57.9 78.8 49427 17.4 9 2013 51 3.2188758248682
120 University of Nottingham United Kingdom 48.1 70.1 50.8 62.8 38.3 54.8 30144 15 27 2013 54 4.78749174278205
89 University of Zurich Switzerland 50 84.1 41.6 80 38.3 58.8 26583 6.5 19 2013 57 4.48863636973214
11 Yale University United States of America 93.2 54.7 92.5 94.8 38.2 89.2 11751 4.4 20 2013 50 2.39789527279837
162 Wake Forest University United States of America 36.4 17.2 21.6 86.1 49.1 45.8 7326 4.6 5 2012 51 5.08759633523238
93 University of California, Irvine United States of America 37.1 36.4 40.8 89.7 44.9 54.1 26614 16.1 16 2014 52 4.53259949315326
65 The University of Queensland Australia 54.4 77.8 66.1 69.6 64 64.4 34718 32.7 27 2013 53 4.17438726989564
130 Osaka University Japan 61.7 20.1 63.4 40 73.4 53.4 23144 7.8 9 2011 31 4.86753445045558
49 Humboldt University of Berlin Germany 63.7 62.6 77 73.6 36.1 69.9 29987 52.5 16 2016 49.5237543453071 3.89182029811063
14 Columbia University United States of America 89.7 66.1 82 96.1 54.2081680280047 87 25055 5.9 28 2013 49.5237543453071 2.63905732961526
161 University of Iowa United States of America 44.2 29.3 31.6 70.4 54.2081680280047 46.7 27526 11.6 11 2014 52 5.08140436498446
6 University of Oxford United Kingdom 88.2 77.2 93.9 95.1 73.5 91.2 19919 11.6 34 2011 46 1.79175946922805
176 University of Dundee United Kingdom 20.8 62.5 20.1 87.1 55.3 44.5 11628 15.3 25 2012 60 5.17048399503815
34 École Polytechnique Fédérale de Lausanne Switzerland 54.7 98.8 56.9 95 61.9 70.9 9666 10.5 54 2015 27 3.52636052461616
36 University of Edinburgh United Kingdom 63 79.8 61.4 92.3 41.3 72 25774 14.1 36 2012 58 3.58351893845611
56 University of Massachusetts United States of America 61.3 22.6 72.6 67.9 53.9 64.7 56959 13 11 2011 49 4.02535169073515
2 University of Oxford United Kingdom 89.7 88.7 98.1 95.6 79.8 93.7 19919 11.6 34 2013 46 0.693147180559945
193 Dalhousie University Canada 41.6 44.9 50.2 48.8 54.2081680280047 46.8 15064 14.4 18 2011 55 5.26269018890489
42 Washington University in St Louis United States of America 59.5 44.6 52.9 96.4 54.2081680280047 67.2 12528 5.7 17 2014 49.5237543453071 3.73766961828337
149 University of Adelaide Australia 32.8 85.1 43.2 72.4 79.3 52.9 20771 30.1 26 2016 48 5.00394630594546
101 Rice University United States of America 37.9 66.6 35.1 99.7 41.7 57.9 6333 9 26 2016 44 4.61512051684126
32 London School of Economics and Political Science United Kingdom 65.2 81.7 74.2 69.2 43.6 69.8 24054.2994708995 15.8825396825397 19.9079365079365 2014 49.5237543453071 3.46573590279973
56 Korea Advanced Institute of Science and Technology (KAIST) South Korea 65.6 34.3 60 67 100 62.9 9027 10 9 2014 20 4.02535169073515
20 Cornell University United States of America 70.4 53.4 87.2 93.5 54.2081680280047 80.5 21424 10.2 19 2012 48 2.99573227355399
180 Newcastle University United Kingdom 37.9 74.4 30.5 72.1 37.4 48.6 20174 15.2 29 2013 50 5.19295685089021
68 Utrecht University Netherlands 42.8 58.1 53.2 85.7 59.3 60.4 30779 15.4 7 2012 59 4.21950770517611
42 École Normale Supérieure France 66.8 44.9 48.2 95.7 30.7 68.6 2400 7.9 20 2011 46 3.73766961828337
87 Uppsala University Sweden 47.2 59.1 65.1 53.3 43.4 55.2 25266 18.2 12 2012 57 4.46590811865458
127 University of Southampton United Kingdom 35.6 78.3 35.5 72.5 39.3 49.9 20925 13.5 29 2012 53 4.84418708645859
20 Carnegie Mellon University United States of America 70.3 39.1 79.3 95.7 53.7 79.3 11885 13.1 35 2011 39 2.99573227355399
179 University of Waterloo Canada 35.4 74.4 43.9 66.5 39.5 50.3 30726 24.2 14 2016 45 5.18738580584075
44 Washington University in St Louis United States of America 66 44.3 62.8 95.2 54.2081680280047 71.8 12528 5.7 17 2013 49.5237543453071 3.78418963391826
106 Vanderbilt University United States of America 51.5 27.5 40.9 85 53 56.6 12161 3.6 10 2013 52 4.66343909411207
97 University of Sheffield United Kingdom 42.4 81.9 48.8 80.1 43.4 58.6 23311 15.5 31 2016 50 4.57471097850338
123 Indiana University United States of America 46.8 37.7 34.5 73.7 54.2081680280047 50.2 62468 13.6 13 2012 53 4.81218435537242
49 University of Science and Technology of China China 57.5 60.0559748427673 48.6 92.7 30.3 66 14290 7.9 2 2011 49.5237543453071 3.89182029811063
40 National University of Singapore Singapore 65.7 93 79 63.4 60.7 70.9 31592 15.5 34 2012 49 3.68887945411394
93 McMaster University Canada 44.7 60.0559748427673 58.7 68.5 54.2081680280047 57.6 23823 19.3 15 2011 53 4.53259949315326
174 University of Delaware United States of America 27 37.1 35.5 73.6 98.1 46 19262 15.9 10 2014 56 5.15905529921453
117 Monash University Australia 40.5 75.8 48.5 57.1 62.2 51.1 50882 40.5 36 2012 56 4.76217393479776
117 University of California, Riverside United States of America 38.6 63 47.4 78.3 30.5 55.1 20626 22 12 2011 51 4.76217393479776
60 The University of Queensland Australia 49.2 89.3 62.8 82.4 76.7 67 34718 32.7 27 2016 53 4.0943445622221
90 Wake Forest University United States of America 54.6 24.4 42.9 79.2 54.2081680280047 57.7 7326 4.6 5 2011 51 4.49980967033027
195 University of Bonn Germany 32.2 54.8 22.2 83.8 54.2081680280047 46.1 32474 70.4 13 2015 55 5.27299955856375
8 Imperial College London United Kingdom 88 91.4 90.9 93 87.5 90.6 15060 11.7 51 2013 37 2.07944154167984
171 University of Bonn Germany 40.9 54 26.1 80.4 54.2081680280047 49 32474 70.4 13 2013 55 5.14166355650266
72 Erasmus University Rotterdam Netherlands 44.5 62.8 64.1 80.2 62 62.9 20580 18.9 18 2013 48 4.27666611901606
12 University of California, Los Angeles United States of America 84.8 46.4 91 95.6 54.2081680280047 86.3 38206 10.3 15 2014 52 2.484906649788
55 University of Southern California United States of America 65.8 41.1 48.7 80.2 99.3 64 36534 12.9 20 2012 52 4.00733318523247
63 The University of Queensland Australia 43.4 79.7 58 73.3 61 59.9 34718 32.7 27 2014 53 4.14313472639153
129 Stockholm University Sweden 36.9 60.0559748427673 49.2 75.9 31.7 54 31715 23.7 8 2011 62 4.85981240436167
26 National University of Singapore Singapore 71.7 96.2 84.5 79.4 49.8 79.2 31592 15.5 34 2016 49 3.25809653802148
132 University of Iowa United States of America 48.6 31.7 59.8 54.8 54.2081680280047 53.3 27526 11.6 11 2011 52 4.88280192258637
83 University of Utah United States of America 55.8 22.5 54.2 72 54.2081680280047 59 25674 16.9 9 2011 45 4.4188406077966
169 Paris Diderot University – Paris 7 France 23.3 70.7 18.7 88.9 54.2081680280047 45 27756 14.8 17 2012 63 5.12989871492307
47 London School of Economics and Political Science United Kingdom 66.4 96 75.4 50.6 41.1 66 24054.2994708995 15.8825396825397 19.9079365079365 2012 49.5237543453071 3.85014760171006
120 Tohoku University Japan 57.7 25.6 55.7 42.9 78.9 50.8 17200 5 7 2012 25 4.78749174278205
32 Karolinska Institute Sweden 69.9 82 73.8 73.1 78.5 73.1 7774 11.5 22 2012 70 3.46573590279973
29 University of Texas at Austin United States of America 69.5 38.8 76.1 89.6 57.7 74.9 49427 17.4 9 2012 51 3.36729582998647
73 University of Adelaide Australia 46.5 87.5 38.8 90.5 52.7 60.7 20771 30.1 26 2011 48 4.29045944114839
180 University of Gothenburg Sweden 28.5 58.3 39.8 81.8 30.3 50.2 26420 16.4 12 2016 49.5237543453071 5.19295685089021
193 Texas A&M University United States of America 49.4 47.8 52.4 47.1 46.4 49.4 50657 21.4 9 2016 47 5.26269018890489
180 Wake Forest University United States of America 36.1 23.7 21.8 85.1 38.8 45.7 7326 4.6 5 2014 51 5.19295685089021
60 Pohang University of Science and Technology South Korea 54.2 33.8 49 85.7 100 61.7 3055 10.1 4 2014 20 4.0943445622221
120 Queen Mary University of London United Kingdom 39.7 91 44.1 73.5 38.9 54.6 14260 14 40 2011 52 4.78749174278205
50 Tsinghua University China 66.8 42.6 65.9 59.9 99.9 63.5 39763 13.7 10 2014 32 3.91202300542815
148 University of Exeter United Kingdom 29.2 76.7 32.8 78.3 37.2 48.7 17755 18.8 28 2014 54 4.99721227376411
68 University of Bristol United Kingdom 49.6 67.2 53.1 80.9 36.2 61.4 17906 14 25 2011 53 4.21950770517611
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