Arizona State University - Tempe: Rankings

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Arizona State University - Tempe ranked 42nd in the United States, 58th in the global 2026 rating, and scored in the TOP 10 across 11 research topics. Arizona State University - Tempe ranking is based on 3 factors: research output (EduRank's index has 170,116 academic publications and 6,323,398 citations attributed to the university), non-academic reputation, and the impact of 462 notable alumni.

Ranking Category
#58 of 14,131 In the World
#45 of 2,597 In North America
#42 of 2,496 In the United States
#2 of 25 In Arizona
#1 of 5 In Tempe
#3 of 1,042 For Broadcast Journalism
#3 of 1,118 For Landscape Architecture
#4 of 1,063 For Social Work
#131 of 8,074 For Alumni Impact
#25 of 14,131 For Non-academic Prominence
Top10 For 8 other topics

Jump to topical rankings below

Acceptance rate and other statistics

Liberal Arts & Social Sciences rankings

Arizona State University - Tempe ranked 29th for Liberal Arts & Social Sciences in the United States and 44th in the World with 87,707 publications made and 3,438,410 citations received. Main research topics: Political Science, Law, Sociology, Philosophy, History.

Liberal Arts & Social Sciences ranking Location
#29 of 1,763 In the United States
#32 of 1,854 In North America
#44 of 7,088 In the World

Arizona State University - Tempe
Liberal Arts & Social Sciences Publications & Citations

Year Liberal Arts & Social Sciences publications Liberal Arts & Social Sciences citations
1993 750 6255
1994 700 6853
1995 722 7804
1996 768 9062
1997 928 9707
1998 838 10912
1999 929 12031
2000 1020 15784
2001 977 16756
2002 1514 21801
2003 1372 23764
2004 1446 27970
2005 1590 32871
2006 1859 39775
2007 1982 46866
2008 2200 55954
2009 2467 67019
2010 2568 78846
2011 2624 93075
2012 2786 106682
2013 3003 119574
2014 3212 134598
2015 3469 144019
2016 3583 149716
2017 3789 158895
2018 4066 177960
2019 4166 199633
2020 5192 239889
2021 4655 263816
2022 4229 252856
2023 4387 260715
2024 3357 223162
2025 2650 193213

The following table provides academic rankings for Arizona State University - Tempe in various areas of Liberal Arts & Social Sciences.

Engineering rankings

Arizona State University - Tempe ranked 37th for Engineering in the United States and 82nd in the World with 85,364 publications made and 3,117,174 citations received. Main research topics: Materials Science, Optical Engineering, Electrical Engineering, Metallurgical Engineering, Mechanical Engineering.

Engineering ranking Location
#37 of 1,568 In the United States
#42 of 1,655 In North America
#82 of 6,795 In the World

Arizona State University - Tempe
Engineering Publications & Citations

Year Engineering publications Engineering citations
1993 877 8380
1994 794 8529
1995 832 9580
1996 942 10832
1997 937 11859
1998 940 13177
1999 992 14587
2000 1080 16814
2001 1088 18136
2002 1909 24997
2003 1702 26575
2004 1764 30694
2005 1921 37075
2006 2169 43423
2007 2152 48841
2008 2300 56683
2009 2544 65225
2010 2593 75177
2011 2523 87701
2012 2604 97392
2013 2806 107771
2014 3785 120223
2015 3195 128547
2016 3320 137129
2017 3481 147353
2018 3551 164301
2019 3686 181788
2020 4641 214895
2021 3881 237261
2022 3508 227591
2023 3733 234189
2024 3116 211083
2025 2251 182327

The following table provides academic rankings for Arizona State University - Tempe in various areas of Engineering.

Engineering subfield United States ranking North America ranking World rank
Landscape Architecture 1 1 3
Engineering Management 7 7 7
Construction Management 11 11 21
Technical Drawing 9 11 24
Industrial Engineering 13 14 26
Reliability and Quality Engineering 14 17 31
Product and Industrial Design 16 17 38
Remote Sensing 20 20 38
Aviation 18 20 39
Applied/Engineering Physics 19 19 41
Human-Computer Interaction 21 23 43
Transportation Engineering 23 26 48
Environmental Engineering 14 17 48
Systems Engineering 27 30 55
Architecture 21 23 56
Computer Networking 30 33 60
Operations Research 25 28 60
Civil Engineering 27 29 61
Geotechnical Engineering 24 28 62
Computer Engineering 30 32 66
Architectural Engineering 18 21 71
Renewable Energy Engineering 14 17 72
Nanotechnology 25 26 76
Electronic Engineering 31 35 76
Electrical Engineering 31 33 76
Telecommunications 33 36 78
Acoustical Engineering 41 45 81
Robotics 27 32 99
Materials Science 36 40 101
Automation and Control engineering 27 32 107
Aerospace Engineering 46 53 110
Optical Engineering 44 48 113
Mechanical Engineering 45 52 113
Chemical Engineering 29 33 114
Biochemical Engineering 35 40 117
Automotive Engineering 29 35 124
Metallurgical Engineering 41 46 125
Structural Engineering 44 49 133
Nuclear Engineering 34 39 151
Biomedical Engineering 78 88 220
Agricultural Engineering 41 48 228
Mining Engineering 36 49 238
Petroleum Engineering 72 82 247
Marine Engineering 66 77 285
Polymer science and Plastics engineering 81 91 308
Firefighting and Fire Science 67 77 313
Biotechnology 114 130 384

Biology rankings

Arizona State University - Tempe ranked 70th for Biology in the United States and 163rd in the World with 81,764 publications made and 3,488,458 citations received. Main research topics: Biochemistry, Genetics, Paleontology, Neuroscience, Nanotechnology.

Biology ranking Location
#70 of 1,612 In the United States
#79 of 1,701 In North America
#163 of 6,841 In the World

Arizona State University - Tempe
Biology Publications & Citations

Year Biology publications Biology citations
1993 756 8527
1994 736 8949
1995 756 10227
1996 814 11481
1997 863 12892
1998 870 14565
1999 897 15433
2000 970 18929
2001 1036 20270
2002 1372 26075
2003 1373 29253
2004 1484 33757
2005 1628 39968
2006 1806 47157
2007 1931 53640
2008 2088 63015
2009 2262 73117
2010 2355 86208
2011 2357 101109
2012 2402 114020
2013 2629 127918
2014 3561 141532
2015 3133 151960
2016 3240 161774
2017 3363 170618
2018 3467 188916
2019 3946 206325
2020 4466 246576
2021 4347 275649
2022 3960 264839
2023 4121 269272
2024 3185 237688
2025 2516 207072

The following table provides academic rankings for Arizona State University - Tempe in various areas of Biology.

Biology subfield United States ranking North America ranking World rank
Astrobiology 11 11 13
Evolutionary Biology 28 30 36
Entomology 30 31 49
Zoology 32 37 66
Nanotechnology 25 26 76
Paleontology 43 48 80
Botany 47 52 106
Agricultural Science 49 58 140
Bioethics/Medical Ethics 72 83 140
Neuroscience 70 80 145
Bioinformatics and Computational biology 77 86 175
Biophysics 88 97 194
Wildlife and Fisheries Management & Conservation 76 92 203
Forestry 67 78 236
Virology 94 107 240
Biochemistry 91 103 245
Genetics 97 109 254
Animal Science 71 84 281
Nutrition and Food Science 53 62 294
Horticulture 67 79 358
Microbiology 111 126 370
Biotechnology 114 130 384
Molecular Biology 126 142 396
Toxicology 95 111 411
Pharmacology 121 136 417
Immunology 125 140 465
Oncology and Cancer research 135 149 533

Physics rankings

Arizona State University - Tempe ranked 38th for Physics in the United States and 78th in the World with 78,785 publications made and 3,075,430 citations received. Main research topics: Quantum and Particle physics, Materials Science, Optical Engineering, Astrophysics and Astronomy, Nanotechnology.

Physics ranking Location
#38 of 1,537 In the United States
#42 of 1,623 In North America
#78 of 6,729 In the World

Arizona State University - Tempe
Physics Publications & Citations

Year Physics publications Physics citations
1993 897 8631
1994 816 8987
1995 841 9909
1996 926 11457
1997 964 12749
1998 939 14067
1999 966 15616
2000 1053 17424
2001 1053 19193
2002 1675 25271
2003 1600 27215
2004 1646 31287
2005 1761 36901
2006 1905 42796
2007 1936 47815
2008 2151 55079
2009 2338 62181
2010 2298 71245
2011 2297 82797
2012 2358 91582
2013 2534 99913
2014 3465 111829
2015 2829 118692
2016 3033 126685
2017 3080 136223
2018 3157 153575
2019 3278 165783
2020 3908 194407
2021 3564 214393
2022 3232 204209
2023 3503 211328
2024 2678 191648
2025 2021 166774

The following table provides academic rankings for Arizona State University - Tempe in various areas of Physics.

Physics subfield United States ranking North America ranking World rank
Astrobiology 11 11 13
Astrophysics and Astronomy 27 28 36
Applied/Engineering Physics 19 19 41
Quantum and Particle physics 35 38 72
Condensed Matter Physics 32 33 75
Nanotechnology 25 26 76
Acoustical Engineering 41 45 81
Materials Science 36 40 101
Atomic and Molecular physics 46 49 110
Optical Engineering 44 48 113
Nuclear Physics 55 61 135
Biophysics 88 97 194
Theoretical Physics 64 72 234
Medical Physics 110 125 310

Computer Science rankings

Arizona State University - Tempe ranked 41st for Computer Science in the United States and 63rd in the World with 76,660 publications made and 3,077,554 citations received. Main research topics: Artificial Intelligence (AI), Machine Learning, Neuroscience, Telecommunications, Computer Networking.

Computer Science ranking Location
#41 of 1,616 In the United States
#44 of 1,702 In North America
#63 of 6,855 In the World

Arizona State University - Tempe
Computer Science Publications & Citations

Year Computer Science publications Computer Science citations
1993 642 5898
1994 561 6055
1995 606 6963
1996 691 7983
1997 769 8944
1998 713 10111
1999 763 11144
2000 868 13420
2001 832 14137
2002 1615 20472
2003 1412 21456
2004 1456 24487
2005 1553 29219
2006 1792 35404
2007 1865 40526
2008 2033 47810
2009 2194 56120
2010 2292 65476
2011 2335 76573
2012 2270 86315
2013 2633 95105
2014 2861 108213
2015 3062 116055
2016 3151 122732
2017 3343 132513
2018 3599 152403
2019 3646 169233
2020 4352 201833
2021 3918 221957
2022 3519 209753
2023 3845 218709
2024 3032 182132
2025 2297 150427

The following table provides academic rankings for Arizona State University - Tempe in various areas of Computer Science.

Environmental Science rankings

Arizona State University - Tempe ranked 35th for Environmental Science in the United States and 64th in the World with 73,818 publications made and 3,043,730 citations received. Main research topics: Geography and Cartography, Geology, Ecology, Paleontology, Meteorology and Atmospheric Science.

Environmental Science ranking Location
#35 of 1,637 In the United States
#39 of 1,727 In North America
#64 of 6,888 In the World

Arizona State University - Tempe
Environmental Science Publications & Citations

Year Environmental Science publications Environmental Science citations
1993 720 6755
1994 660 7225
1995 672 8022
1996 742 9383
1997 740 10279
1998 771 11678
1999 757 12357
2000 891 15660
2001 936 16499
2002 1195 21069
2003 1224 23814
2004 1277 27602
2005 1411 32277
2006 1634 38732
2007 1711 44846
2008 1850 52529
2009 2135 61463
2010 2189 72534
2011 2182 86052
2012 2336 98380
2013 2493 112389
2014 2759 125512
2015 2959 133689
2016 2944 142102
2017 3111 149804
2018 3281 167637
2019 3637 185656
2020 4142 219543
2021 3877 247185
2022 3598 237986
2023 3688 242764
2024 2630 216860
2025 2078 190244

The following table provides academic rankings for Arizona State University - Tempe in various areas of Environmental Science.

Chemistry rankings

Arizona State University - Tempe ranked 64th for Chemistry in the United States and 154th in the World with 65,661 publications made and 2,739,950 citations received. Main research topics: Materials Science, Organic Chemistry, Biochemistry, Nanotechnology, Chemical Engineering.

Chemistry ranking Location
#64 of 1,455 In the United States
#70 of 1,538 In North America
#154 of 6,561 In the World

Arizona State University - Tempe
Chemistry Publications & Citations

Year Chemistry publications Chemistry citations
1993 747 8059
1994 716 8471
1995 712 9349
1996 761 10560
1997 798 11513
1998 809 12992
1999 840 14121
2000 871 15937
2001 930 17460
2002 1236 22361
2003 1224 24756
2004 1311 28712
2005 1448 33617
2006 1620 38724
2007 1639 43078
2008 1784 50409
2009 1912 58033
2010 1927 67207
2011 1870 77962
2012 1902 86956
2013 2081 96465
2014 2920 105435
2015 2297 112572
2016 2439 121212
2017 2488 128224
2018 2542 139798
2019 2722 152509
2020 3180 177860
2021 3029 198872
2022 2776 193752
2023 2900 197094
2024 2329 183452
2025 1846 162058

The following table provides academic rankings for Arizona State University - Tempe in various areas of Chemistry.

Chemistry subfield United States ranking North America ranking World rank
Petrology and Geochemistry 16 19 41
Environmental Chemistry 24 27 59
Nanotechnology 25 26 76
Physical chemistry 27 30 92
Materials Science 36 40 101
Chemical Engineering 29 33 114
Biochemical Engineering 35 40 117
Computational Chemistry 55 61 151
Inorganic Chemistry 44 50 158
Organic Chemistry 62 68 172
Biochemistry 91 103 245
Nutrition and Food Science 53 62 294
Polymer science and Plastics engineering 81 91 308
Radiochemistry 59 67 378
Pharmacy 135 155 735

Medicine rankings

Arizona State University - Tempe ranked 89th for Medicine in the United States and 225th in the World with 52,617 publications made and 2,052,793 citations received. Main research topics: Pathology, Psychiatry, Public Health, Nursing, Clinical Psychology.

Medicine ranking Location
#89 of 1,604 In the United States
#102 of 1,689 In North America
#225 of 6,793 In the World

Arizona State University - Tempe
Medicine Publications & Citations

Year Medicine publications Medicine citations
1993 430 4247
1994 357 4548
1995 371 5272
1996 456 6143
1997 464 7036
1998 484 7657
1999 497 8150
2000 548 10793
2001 533 11082
2002 754 14164
2003 700 15700
2004 849 18459
2005 888 21453
2006 1002 26029
2007 1156 29662
2008 1344 35635
2009 1435 42752
2010 1515 50682
2011 1552 59746
2012 1659 68057
2013 1684 76822
2014 2013 85548
2015 2078 91885
2016 2250 97627
2017 2328 102995
2018 2385 112351
2019 2550 125820
2020 3263 156887
2021 3065 178406
2022 2799 172581
2023 2841 172512
2024 2346 148766
2025 1986 129941

The following table provides academic rankings for Arizona State University - Tempe in various areas of Medicine.

Medicine subfield United States ranking North America ranking World rank
Social Work 3 4 4
Sports / Exercise science 10 13 22
Forensic Science 23 28 59
Clinical Psychology 40 43 59
Sports Medicine 37 47 67
Public Health 51 58 89
Gerontology 59 69 94
Physical Therapy 51 63 106
Health Science 63 72 117
Nursing 63 74 119
Paramedicine and Emergency medicine 71 83 124
Audiology 61 69 130
Bioethics/Medical Ethics 72 83 140
Healthcare Management (MHA) 78 91 156
Psychiatry 76 88 169
Occupational Therapy 72 87 182
Biomedical Engineering 78 88 220
Virology 94 107 240
Pathology 93 106 263
Family medicine 117 131 302
Medical Physics 110 125 310
Anatomy and Physiology 115 131 321
Orthodontics 97 109 341
Optometry 117 132 354
Epidemiology 96 111 360
Sonography and Ultrasound 108 123 392
Toxicology 95 111 411
Pharmacology 121 136 417
Dentistry 109 122 424
Respiratory Therapy 124 140 437
Radiology and Nuclear medicine 129 144 444
Immunology 125 140 465
Pediatrics 126 141 483
Surgery 133 148 522
Oncology and Cancer research 135 149 533
Obstetrics and Gynecology (OB-GYN) 115 130 534
Ophthalmology 150 167 538
Anesthesiology 148 166 567
Veterinary 112 126 570
Urology 144 161 580
Critical Care Nursing 158 176 591
Cardiology 173 192 695
Pharmacy 135 155 735
Radiation Therapy 174 192 774
Neurosurgery 158 175 778
Gastroenterology and Hepatology 159 176 799
Cosmetology 156 175 802
Dermatology 201 220 1014

Psychology rankings

Arizona State University - Tempe ranked 48th for Psychology in the United States and 79th in the World with 45,197 publications made and 1,930,932 citations received. Main research topics: Social Psychology, Psychiatry, Neuroscience, Child Psychology, Education Majors.

Psychology ranking Location
#48 of 1,561 In the United States
#56 of 1,648 In North America
#79 of 6,663 In the World

Arizona State University - Tempe
Psychology Publications & Citations

Year Psychology publications Psychology citations
1993 364 4203
1994 321 4619
1995 339 5014
1996 369 5800
1997 430 6411
1998 413 7288
1999 432 7792
2000 481 10163
2001 453 10312
2002 662 13249
2003 593 14208
2004 705 16141
2005 758 19249
2006 884 23449
2007 963 27255
2008 1105 32358
2009 1260 38714
2010 1318 45643
2011 1350 53601
2012 1331 61127
2013 1607 69339
2014 1668 77355
2015 1870 83846
2016 1931 87112
2017 2020 92307
2018 2116 102800
2019 2107 113584
2020 2739 138751
2021 2515 151004
2022 2287 144138
2023 2495 148083
2024 2010 125405
2025 1658 110117

The following table provides academic rankings for Arizona State University - Tempe in various areas of Psychology.

Psychology subfield United States ranking North America ranking World rank
Social Work 3 4 4
Education Majors 11 12 13
Organizational / Business / IO Psychology 11 13 14
Child Psychology 17 19 21
Social Psychology 17 19 21
Sexology 30 32 36
Special Education 22 24 41
Negotiation and Conflict Resolution 23 27 50
Clinical Psychology 40 43 59
Cognitive Science 45 51 74
Neuroscience 70 80 145
Psychiatry 76 88 169
Occupational Therapy 72 87 182

Mathematics rankings

Arizona State University - Tempe ranked 34th for Mathematics in the United States and 49th in the World with 38,785 publications made and 1,596,252 citations received. Main research topics: Statistics, Math Teachers, Econometrics and Mathematical Economics, Blockchain and Cryptography, Applied Mathematics.

Mathematics ranking Location
#34 of 1,413 In the United States
#36 of 1,494 In North America
#49 of 6,434 In the World

Arizona State University - Tempe
Mathematics Publications & Citations

Year Mathematics publications Mathematics citations
1993 295 2759
1994 242 3027
1995 310 3322
1996 321 3861
1997 377 4206
1998 338 4584
1999 394 5206
2000 445 6418
2001 437 6766
2002 869 9863
2003 757 10625
2004 812 12027
2005 882 14999
2006 986 18414
2007 1036 21442
2008 1069 25344
2009 1147 29897
2010 1209 35021
2011 1249 41088
2012 1209 46070
2013 1386 51782
2014 1448 58002
2015 1547 62506
2016 1692 66703
2017 1756 70573
2018 1811 78796
2019 1804 88574
2020 2287 105506
2021 1944 116263
2022 1678 110392
2023 1713 112009
2024 1283 80514
2025 892 62486

The following table provides academic rankings for Arizona State University - Tempe in various areas of Mathematics.

Mathematics subfield United States ranking North America ranking World rank
Math Teachers 11 12 14
Econometrics and Mathematical Economics 31 33 40
Statistics 35 39 55
Operations Research 25 28 60
Actuarial Science 45 49 69
Blockchain and Cryptography 35 38 83
Applied Mathematics 40 47 87

Business rankings

Arizona State University - Tempe ranked 24th for Business in the United States and 32nd in the World with 34,918 publications made and 1,423,433 citations received. Main research topics: Management, Finance, Marketing, Management Information Systems, Accounting.

Business ranking Location
#24 of 1,388 In the United States
#26 of 1,472 In North America
#32 of 6,366 In the World

Arizona State University - Tempe
Business Publications & Citations

Year Business publications Business citations
1993 299 2397
1994 288 2764
1995 310 3264
1996 350 3886
1997 378 4196
1998 318 4641
1999 371 5338
2000 466 6967
2001 441 7284
2002 744 9873
2003 629 11234
2004 680 12544
2005 737 15101
2006 829 18516
2007 886 21938
2008 953 25957
2009 1002 31549
2010 1074 37572
2011 1106 45158
2012 1160 50391
2013 1209 55259
2014 1271 62298
2015 1414 66087
2016 1446 67215
2017 1493 70757
2018 1602 78932
2019 1550 86495
2020 2216 102911
2021 1723 110740
2022 1590 104613
2023 1568 107441
2024 1184 84154
2025 856 68912

The following table provides academic rankings for Arizona State University - Tempe in various areas of Business.

Economics rankings

Arizona State University - Tempe ranked 29th for Economics in the United States and 41st in the World with 25,240 publications made and 1,055,061 citations received. Main research topics: Development Studies, Finance, Econometrics and Mathematical Economics, Political Economy, Environmental Economics.

Economics ranking Location
#29 of 1,361 In the United States
#31 of 1,445 In North America
#41 of 6,188 In the World

Arizona State University - Tempe
Economics Publications & Citations

Year Economics publications Economics citations
1993 192 1483
1994 183 1697
1995 201 1932
1996 234 2313
1997 247 2515
1998 224 2775
1999 259 3274
2000 287 4366
2001 269 4593
2002 397 5842
2003 409 6816
2004 391 7478
2005 430 8995
2006 501 11007
2007 636 13291
2008 657 16044
2009 738 19874
2010 735 23295
2011 809 28599
2012 867 32969
2013 885 36593
2014 950 41573
2015 1071 44357
2016 1120 46421
2017 1201 49275
2018 1225 54955
2019 1159 62424
2020 1692 75609
2021 1386 83088
2022 1274 79262
2023 1267 81841
2024 858 61647
2025 600 50716

The following table provides academic rankings for Arizona State University - Tempe in various areas of Economics.

Economics subfield United States ranking North America ranking World rank
Environmental Economics 5 5 26
Econometrics and Mathematical Economics 31 33 40
Development Studies 28 30 42
Finance 32 34 49
Agricultural Economics 34 37 55
International Relations and Diplomacy 24 30 64
Actuarial Science 45 49 69
Political Economy 37 42 85
Investment Banking and Stock trading 43 46 86
International Economics 42 46 174
International Trade 45 53 184

Art & Design rankings

Arizona State University - Tempe ranked 24th for Art & Design in the United States and 33rd in the World with 17,875 publications made and 607,536 citations received. Main research topics: Fashion Design, Literature, Aesthetics, Art History, Multimedia.

Please note that our approach to subject rankings is based on scientific outputs and heavily biased on art-related topics towards institutions with computer science research profiles.

Art & Design ranking Location
#24 of 1,369 In the United States
#26 of 1,454 In North America
#33 of 6,010 In the World

Arizona State University - Tempe
Art & Design Publications & Citations

Year Art & Design publications Art & Design citations
1993 182 1298
1994 152 1437
1995 166 1604
1996 180 1875
1997 222 2034
1998 208 2151
1999 210 2261
2000 247 2986
2001 214 3167
2002 367 4377
2003 340 4525
2004 317 5236
2005 366 6114
2006 458 7605
2007 456 8452
2008 543 10073
2009 553 11771
2010 586 13892
2011 520 15812
2012 536 17800
2013 623 20053
2014 639 22487
2015 691 23593
2016 692 24443
2017 775 25865
2018 794 29035
2019 809 32846
2020 919 38801
2021 870 41693
2022 775 39524
2023 789 41737
2024 623 34635
2025 419 29816

The following table provides academic rankings for Arizona State University - Tempe in various areas of Art & Design.

Art & Design subfield United States ranking North America ranking World rank
Graphic Design 1 1 1
Landscape Architecture 1 1 3
Interior Design 1 1 3
UX/UI Desgin 10 10 11
Multimedia 14 15 17
Performing arts 17 19 25
Creative Writing 18 21 35
Aesthetics 24 27 39
Entertainment Industry Business 22 23 40
Fashion Design 28 30 40
Literature 30 34 51
Architecture 21 23 56
Art History 35 39 60
Photography 34 37 68
Music 38 42 78
Game Design and Development 33 40 80
Animation 36 40 83
Computer Graphics 44 49 97
Cinematography 31 37 116
Illustration and Concept Art 47 53 182
Painting and Drawing 46 52 182
Sculpture 46 52 182
Singing and Vocal Performance 67 81 188