Table 16. Doctoral degrees awarded to U.S. citizens and permanent residents, by field of degree, ethnicity, and race of recipients: 2005–15
Field |
2005 |
2006 |
2007 |
2008 |
2009 |
2010 |
2011 |
2012 |
2013 |
2014 |
2015 |
U.S. citizens and permanent residents, all fieldsa |
27,945 |
29,028 |
29,501 |
30,844 |
32,327 |
31,604 |
31,727 |
32,983 |
33,966 |
34,010 |
35,117 |
Science and engineering |
17,177 |
18,073 |
18,635 |
19,869 |
21,103 |
21,406 |
21,964 |
22,858 |
23,463 |
23,889 |
24,547 |
Science |
14,889 |
15,573 |
16,089 |
16,911 |
17,937 |
18,074 |
18,614 |
19,279 |
19,696 |
19,823 |
20,324 |
Computer sciences |
468 |
588 |
639 |
697 |
734 |
761 |
790 |
785 |
758 |
807 |
773 |
Geosciences |
444 |
473 |
551 |
536 |
559 |
573 |
555 |
623 |
654 |
722 |
704 |
Atmospheric sciences |
86 |
69 |
93 |
105 |
94 |
90 |
108 |
129 |
133 |
121 |
145 |
Earth sciences |
239 |
284 |
307 |
280 |
318 |
325 |
297 |
307 |
327 |
366 |
363 |
Ocean sciences |
119 |
120 |
151 |
151 |
147 |
158 |
150 |
187 |
194 |
235 |
196 |
Life sciences |
6,282 |
6,506 |
7,009 |
7,279 |
7,803 |
7,812 |
7,892 |
8,184 |
8,354 |
8,392 |
8,484 |
Agricultural sciences |
599 |
631 |
686 |
647 |
712 |
618 |
697 |
675 |
737 |
754 |
774 |
Biological sciences |
4,392 |
4,504 |
4,833 |
5,141 |
5,528 |
5,585 |
5,614 |
5,790 |
5,770 |
5,995 |
6,043 |
Health sciences |
1,291 |
1,371 |
1,490 |
1,491 |
1,563 |
1,609 |
1,581 |
1,719 |
1,847 |
1,643 |
1,667 |
Mathematical sciences |
543 |
619 |
602 |
673 |
772 |
838 |
813 |
842 |
873 |
931 |
888 |
Physical sciences |
1,900 |
2,006 |
2,016 |
2,138 |
2,355 |
2,287 |
2,493 |
2,525 |
2,593 |
2,579 |
2,777 |
Astronomy |
121 |
124 |
135 |
175 |
174 |
190 |
198 |
191 |
212 |
200 |
190 |
Chemistry |
1,212 |
1,276 |
1,190 |
1,231 |
1,391 |
1,323 |
1,407 |
1,385 |
1,443 |
1,447 |
1,574 |
Physics |
567 |
606 |
691 |
732 |
790 |
774 |
888 |
949 |
938 |
932 |
1,013 |
Social sciences |
5,252 |
5,381 |
5,272 |
5,588 |
5,714 |
5,803 |
6,071 |
6,320 |
6,464 |
6,392 |
6,698 |
Anthropology |
358 |
404 |
410 |
400 |
403 |
384 |
455 |
445 |
457 |
406 |
397 |
Economics |
344 |
356 |
327 |
405 |
418 |
459 |
428 |
517 |
505 |
470 |
552 |
Political science |
459 |
459 |
425 |
441 |
483 |
522 |
488 |
536 |
593 |
574 |
621 |
Psychology |
2,894 |
2,825 |
2,780 |
2,892 |
2,908 |
2,874 |
3,063 |
3,047 |
3,067 |
3,042 |
3,107 |
Sociology |
417 |
472 |
440 |
463 |
506 |
519 |
511 |
512 |
516 |
545 |
598 |
Other social sciences |
780 |
865 |
890 |
987 |
996 |
1,045 |
1,126 |
1,263 |
1,326 |
1,355 |
1,423 |
Engineering |
2,288 |
2,500 |
2,546 |
2,958 |
3,166 |
3,332 |
3,350 |
3,579 |
3,767 |
4,066 |
4,223 |
Aerospace, aeronautical, and astronautical engineering |
98 |
90 |
118 |
122 |
160 |
141 |
145 |
181 |
194 |
246 |
216 |
Bioengineering |
229 |
306 |
342 |
469 |
513 |
516 |
564 |
602 |
637 |
674 |
725 |
Chemical engineering |
306 |
359 |
310 |
396 |
411 |
433 |
393 |
377 |
365 |
445 |
488 |
Civil engineering |
192 |
195 |
221 |
207 |
262 |
231 |
216 |
159 |
182 |
229 |
230 |
Electrical, electronics, and communications engineering |
480 |
478 |
492 |
558 |
578 |
627 |
617 |
614 |
603 |
575 |
632 |
Industrial and manufacturing engineering |
75 |
69 |
73 |
90 |
70 |
62 |
100 |
75 |
77 |
91 |
65 |
Materials science engineering |
177 |
216 |
251 |
266 |
254 |
313 |
278 |
350 |
349 |
363 |
382 |
Mechanical engineering |
301 |
353 |
332 |
371 |
421 |
403 |
440 |
505 |
547 |
558 |
620 |
Other engineering |
430 |
434 |
407 |
479 |
497 |
606 |
597 |
716 |
813 |
885 |
865 |
Non-science and engineering |
10,768 |
10,955 |
10,866 |
10,975 |
11,224 |
10,198 |
9,763 |
10,125 |
10,503 |
10,121 |
10,570 |
Education |
5,255 |
5,171 |
5,358 |
5,584 |
5,584 |
4,477 |
3,878 |
4,040 |
4,118 |
3,934 |
4,209 |
Humanities |
4,036 |
4,240 |
3,894 |
3,744 |
3,893 |
4,030 |
4,192 |
4,435 |
4,535 |
4,362 |
4,480 |
Professional/other/unknown |
1,477 |
1,544 |
1,614 |
1,647 |
1,747 |
1,691 |
1,693 |
1,650 |
1,850 |
1,825 |
1,881 |
Hispanic or Latino, all fields |
1,435 |
1,532 |
1,655 |
1,773 |
1,880 |
1,843 |
1,990 |
2,144 |
2,135 |
2,192 |
2,451 |
Science and engineering |
844 |
924 |
987 |
1,135 |
1,145 |
1,213 |
1,372 |
1,458 |
1,424 |
1,508 |
1,680 |
Science |
755 |
811 |
861 |
1,001 |
985 |
1,021 |
1,184 |
1,268 |
1,234 |
1,264 |
1,386 |
Computer sciences |
12 |
8 |
18 |
20 |
20 |
22 |
24 |
27 |
30 |
29 |
35 |
Geosciences |
18 |
21 |
20 |
17 |
25 |
26 |
23 |
31 |
36 |
38 |
43 |
Atmospheric sciences |
3 |
5 |
3 |
1 |
3 |
5 |
2 |
6 |
8 |
7 |
7 |
Earth sciences |
8 |
11 |
12 |
12 |
12 |
10 |
9 |
13 |
15 |
17 |
25 |
Ocean sciences |
7 |
5 |
5 |
4 |
10 |
11 |
12 |
12 |
13 |
14 |
11 |
Life sciences |
293 |
306 |
356 |
399 |
390 |
449 |
471 |
493 |
545 |
530 |
632 |
Agricultural sciences |
22 |
30 |
29 |
26 |
34 |
31 |
49 |
42 |
53 |
48 |
52 |
Biological sciences |
228 |
230 |
261 |
313 |
305 |
350 |
355 |
371 |
416 |
384 |
481 |
Health sciences |
43 |
46 |
66 |
60 |
51 |
68 |
67 |
80 |
76 |
98 |
99 |
Mathematical sciences |
24 |
25 |
23 |
29 |
36 |
36 |
26 |
47 |
35 |
37 |
40 |
Physical sciences |
74 |
79 |
94 |
100 |
106 |
102 |
136 |
128 |
132 |
166 |
137 |
Astronomy |
3 |
3 |
8 |
5 |
5 |
7 |
11 |
8 |
7 |
12 |
9 |
Chemistry |
55 |
64 |
57 |
72 |
77 |
62 |
90 |
68 |
82 |
101 |
86 |
Physics |
16 |
12 |
29 |
23 |
24 |
33 |
35 |
52 |
43 |
53 |
42 |
Social sciences |
334 |
372 |
350 |
436 |
408 |
386 |
504 |
542 |
456 |
464 |
499 |
Anthropology |
19 |
23 |
23 |
25 |
37 |
22 |
42 |
36 |
38 |
46 |
38 |
Economics |
23 |
21 |
16 |
16 |
11 |
33 |
23 |
28 |
25 |
24 |
34 |
Political science |
21 |
26 |
25 |
22 |
25 |
30 |
24 |
31 |
32 |
33 |
36 |
Psychology |
192 |
214 |
206 |
278 |
231 |
196 |
285 |
292 |
224 |
241 |
247 |
Sociology |
33 |
35 |
29 |
40 |
32 |
34 |
47 |
56 |
43 |
37 |
50 |
Other social sciences |
46 |
53 |
51 |
55 |
72 |
71 |
83 |
99 |
94 |
83 |
94 |
Engineering |
89 |
113 |
126 |
134 |
160 |
192 |
188 |
190 |
190 |
244 |
294 |
Aerospace, aeronautical, and astronautical engineering |
6 |
1 |
7 |
4 |
11 |
7 |
8 |
8 |
14 |
25 |
12 |
Bioengineering |
7 |
11 |
9 |
22 |
21 |
26 |
26 |
29 |
35 |
32 |
51 |
Chemical engineering |
20 |
22 |
12 |
21 |
24 |
26 |
28 |
26 |
19 |
25 |
27 |
Civil engineering |
10 |
12 |
18 |
11 |
16 |
18 |
16 |
12 |
10 |
12 |
16 |
Electrical, electronics, and communications engineering |
13 |
16 |
26 |
25 |
23 |
33 |
34 |
31 |
33 |
26 |
43 |
Industrial and manufacturing engineering |
2 |
6 |
5 |
7 |
6 |
8 |
11 |
5 |
6 |
7 |
6 |
Materials science engineering |
10 |
12 |
8 |
8 |
9 |
20 |
11 |
18 |
15 |
27 |
32 |
Mechanical engineering |
13 |
7 |
12 |
17 |
23 |
23 |
24 |
28 |
33 |
28 |
33 |
Other engineering |
8 |
26 |
29 |
19 |
27 |
31 |
30 |
33 |
25 |
62 |
74 |
Non-science and engineering |
591 |
608 |
668 |
638 |
735 |
630 |
618 |
686 |
711 |
684 |
771 |
Education |
293 |
296 |
343 |
351 |
390 |
275 |
230 |
257 |
270 |
259 |
315 |
Humanities |
217 |
239 |
251 |
206 |
256 |
270 |
287 |
331 |
331 |
312 |
364 |
Professional/other/unknown |
81 |
73 |
74 |
81 |
89 |
85 |
101 |
98 |
110 |
113 |
92 |
Not Hispanic or Latino, all fields |
|
|
|
|
|
|
|
|
|
|
|
American Indian or Alaska Native, all fields |
137 |
113 |
140 |
115 |
132 |
117 |
127 |
104 |
119 |
103 |
130 |
Science and engineering |
70 |
49 |
86 |
62 |
75 |
78 |
78 |
61 |
71 |
70 |
70 |
Science |
61 |
45 |
79 |
55 |
65 |
72 |
71 |
55 |
66 |
63 |
63 |
Computer sciences |
1 |
2 |
1 |
0 |
0 |
2 |
1 |
2 |
0 |
2 |
1 |
Geosciences |
4 |
1 |
0 |
2 |
1 |
0 |
1 |
4 |
3 |
1 |
2 |
Atmospheric sciences |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
Earth sciences |
3 |
1 |
0 |
1 |
0 |
0 |
1 |
3 |
2 |
0 |
1 |
Ocean sciences |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
1 |
1 |
1 |
Life sciences |
19 |
16 |
30 |
29 |
29 |
22 |
25 |
24 |
30 |
20 |
22 |
Agricultural sciences |
3 |
3 |
9 |
5 |
4 |
2 |
1 |
5 |
4 |
5 |
1 |
Biological sciences |
12 |
6 |
14 |
20 |
18 |
15 |
14 |
14 |
16 |
7 |
12 |
Health sciences |
4 |
7 |
7 |
4 |
7 |
5 |
10 |
5 |
10 |
8 |
9 |
Mathematical sciences |
0 |
0 |
2 |
0 |
3 |
3 |
3 |
0 |
0 |
2 |
0 |
Physical sciences |
4 |
4 |
6 |
2 |
4 |
7 |
8 |
2 |
3 |
8 |
7 |
Astronomy |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
Chemistry |
2 |
3 |
4 |
2 |
4 |
5 |
6 |
1 |
2 |
6 |
5 |
Physics |
2 |
1 |
2 |
0 |
0 |
2 |
2 |
1 |
1 |
1 |
2 |
Social sciences |
33 |
22 |
40 |
22 |
28 |
38 |
33 |
23 |
30 |
30 |
31 |
Anthropology |
3 |
4 |
4 |
1 |
1 |
4 |
5 |
4 |
3 |
3 |
4 |
Economics |
1 |
2 |
2 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
2 |
Political science |
3 |
2 |
1 |
2 |
4 |
3 |
4 |
1 |
2 |
0 |
1 |
Psychology |
14 |
11 |
22 |
12 |
10 |
20 |
13 |
8 |
14 |
13 |
11 |
Sociology |
4 |
0 |
2 |
1 |
1 |
2 |
2 |
1 |
1 |
3 |
1 |
Other social sciences |
8 |
3 |
9 |
6 |
12 |
8 |
8 |
9 |
10 |
11 |
12 |
Engineering |
9 |
4 |
7 |
7 |
10 |
6 |
7 |
6 |
5 |
7 |
7 |
Aerospace, aeronautical, and astronautical engineering |
1 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Bioengineering |
0 |
0 |
1 |
2 |
1 |
0 |
1 |
0 |
0 |
2 |
3 |
Chemical engineering |
0 |
0 |
0 |
1 |
3 |
0 |
1 |
1 |
2 |
0 |
2 |
Civil engineering |
0 |
0 |
2 |
0 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
Electrical, electronics, and communications engineering |
3 |
0 |
1 |
1 |
2 |
0 |
1 |
2 |
1 |
1 |
0 |
Industrial and manufacturing engineering |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
Materials science engineering |
0 |
0 |
0 |
0 |
1 |
0 |
2 |
1 |
0 |
1 |
0 |
Mechanical engineering |
4 |
3 |
0 |
1 |
1 |
2 |
1 |
1 |
2 |
0 |
0 |
Other engineering |
1 |
1 |
2 |
1 |
1 |
3 |
1 |
0 |
0 |
3 |
2 |
Non-science and engineering |
67 |
64 |
54 |
53 |
57 |
39 |
49 |
43 |
48 |
33 |
60 |
Education |
41 |
35 |
37 |
36 |
42 |
22 |
30 |
29 |
24 |
19 |
28 |
Humanities |
21 |
21 |
11 |
11 |
10 |
14 |
13 |
10 |
20 |
12 |
25 |
Professional/other/unknown |
5 |
8 |
6 |
6 |
5 |
3 |
6 |
4 |
4 |
2 |
7 |
Asian, all fields |
2,155 |
2,391 |
2,308 |
2,507 |
2,612 |
2,738 |
2,832 |
2,943 |
2,892 |
2,882 |
3,072 |
Science and engineering |
1,722 |
1,882 |
1,811 |
2,013 |
2,046 |
2,217 |
2,298 |
2,384 |
2,316 |
2,344 |
2,486 |
Science |
1,323 |
1,441 |
1,417 |
1,526 |
1,559 |
1,674 |
1,735 |
1,828 |
1,746 |
1,764 |
1,837 |
Computer sciences |
91 |
131 |
105 |
116 |
123 |
134 |
150 |
127 |
125 |
135 |
108 |
Geosciences |
18 |
24 |
10 |
25 |
19 |
19 |
33 |
34 |
22 |
23 |
24 |
Atmospheric sciences |
3 |
5 |
1 |
4 |
4 |
6 |
9 |
16 |
9 |
1 |
9 |
Earth sciences |
11 |
11 |
3 |
16 |
9 |
12 |
16 |
10 |
6 |
13 |
11 |
Ocean sciences |
4 |
8 |
6 |
5 |
6 |
1 |
8 |
8 |
7 |
9 |
4 |
Life sciences |
671 |
696 |
725 |
768 |
784 |
843 |
853 |
934 |
877 |
883 |
922 |
Agricultural sciences |
24 |
37 |
24 |
41 |
31 |
33 |
46 |
31 |
29 |
46 |
49 |
Biological sciences |
534 |
541 |
563 |
589 |
613 |
648 |
651 |
737 |
679 |
695 |
731 |
Health sciences |
113 |
118 |
138 |
138 |
140 |
162 |
156 |
166 |
169 |
142 |
142 |
Mathematical sciences |
67 |
70 |
70 |
62 |
81 |
89 |
84 |
73 |
108 |
87 |
96 |
Physical sciences |
195 |
182 |
193 |
212 |
198 |
216 |
219 |
223 |
205 |
229 |
248 |
Astronomy |
7 |
8 |
6 |
10 |
7 |
9 |
12 |
13 |
11 |
11 |
11 |
Chemistry |
123 |
125 |
126 |
134 |
129 |
141 |
134 |
142 |
120 |
122 |
145 |
Physics |
65 |
49 |
61 |
68 |
62 |
66 |
73 |
68 |
74 |
96 |
92 |
Social sciences |
281 |
338 |
314 |
343 |
354 |
373 |
396 |
437 |
409 |
407 |
439 |
Anthropology |
20 |
21 |
23 |
27 |
16 |
14 |
29 |
19 |
34 |
23 |
25 |
Economics |
40 |
56 |
48 |
58 |
57 |
52 |
62 |
78 |
63 |
59 |
73 |
Political science |
22 |
19 |
16 |
26 |
28 |
32 |
36 |
28 |
35 |
28 |
29 |
Psychology |
124 |
165 |
146 |
144 |
147 |
167 |
170 |
186 |
158 |
161 |
189 |
Sociology |
26 |
21 |
24 |
28 |
39 |
32 |
31 |
35 |
26 |
41 |
33 |
Other social sciences |
49 |
56 |
57 |
60 |
67 |
76 |
68 |
91 |
93 |
95 |
90 |
Engineering |
399 |
441 |
394 |
487 |
487 |
543 |
563 |
556 |
570 |
580 |
649 |
Aerospace, aeronautical, and astronautical engineering |
9 |
16 |
8 |
16 |
13 |
13 |
15 |
16 |
16 |
21 |
12 |
Bioengineering |
54 |
56 |
60 |
92 |
91 |
106 |
121 |
133 |
142 |
124 |
160 |
Chemical engineering |
43 |
56 |
39 |
50 |
53 |
56 |
50 |
53 |
62 |
60 |
73 |
Civil engineering |
24 |
33 |
22 |
21 |
29 |
33 |
33 |
23 |
20 |
17 |
23 |
Electrical, electronics, and communications engineering |
115 |
112 |
124 |
155 |
150 |
142 |
158 |
145 |
125 |
124 |
137 |
Industrial and manufacturing engineering |
14 |
7 |
11 |
10 |
14 |
6 |
11 |
11 |
9 |
11 |
8 |
Materials science engineering |
26 |
37 |
38 |
40 |
29 |
52 |
49 |
50 |
48 |
50 |
58 |
Mechanical engineering |
42 |
53 |
42 |
34 |
44 |
46 |
47 |
40 |
57 |
62 |
73 |
Other engineering |
72 |
71 |
50 |
69 |
64 |
89 |
79 |
85 |
91 |
111 |
105 |
Non-science and engineering |
433 |
509 |
497 |
494 |
566 |
521 |
534 |
559 |
576 |
538 |
586 |
Education |
153 |
174 |
177 |
202 |
211 |
186 |
181 |
178 |
219 |
198 |
195 |
Humanities |
194 |
224 |
205 |
169 |
203 |
180 |
198 |
206 |
190 |
186 |
197 |
Professional/other/unknown |
86 |
111 |
115 |
123 |
152 |
155 |
155 |
175 |
167 |
154 |
194 |
Black or African American, all fields |
1,741 |
1,789 |
1,891 |
1,961 |
2,168 |
1,939 |
1,899 |
2,056 |
2,172 |
2,172 |
2,281 |
Science and engineering |
799 |
845 |
867 |
897 |
1,055 |
1,008 |
1,094 |
1,126 |
1,311 |
1,282 |
1,307 |
Science |
703 |
743 |
775 |
787 |
923 |
871 |
964 |
976 |
1,140 |
1,114 |
1,142 |
Computer sciences |
14 |
14 |
30 |
26 |
27 |
28 |
30 |
33 |
31 |
38 |
28 |
Geosciences |
6 |
5 |
9 |
9 |
8 |
11 |
8 |
18 |
10 |
17 |
13 |
Atmospheric sciences |
3 |
1 |
5 |
1 |
3 |
1 |
1 |
7 |
3 |
4 |
3 |
Earth sciences |
2 |
2 |
3 |
5 |
4 |
7 |
4 |
6 |
3 |
7 |
6 |
Ocean sciences |
1 |
2 |
1 |
3 |
1 |
3 |
3 |
5 |
4 |
6 |
4 |
Life sciences |
289 |
299 |
316 |
318 |
410 |
392 |
428 |
448 |
523 |
501 |
452 |
Agricultural sciences |
17 |
27 |
22 |
30 |
34 |
32 |
24 |
35 |
43 |
37 |
29 |
Biological sciences |
155 |
148 |
182 |
188 |
241 |
213 |
248 |
240 |
250 |
280 |
224 |
Health sciences |
117 |
124 |
112 |
100 |
135 |
147 |
156 |
173 |
230 |
184 |
199 |
Mathematical sciences |
22 |
20 |
19 |
29 |
24 |
22 |
21 |
23 |
26 |
37 |
25 |
Physical sciences |
55 |
50 |
81 |
65 |
74 |
69 |
78 |
84 |
80 |
83 |
88 |
Astronomy |
2 |
0 |
1 |
0 |
0 |
2 |
2 |
0 |
1 |
4 |
2 |
Chemistry |
41 |
37 |
60 |
50 |
62 |
52 |
61 |
59 |
60 |
62 |
73 |
Physics |
12 |
13 |
20 |
15 |
12 |
15 |
15 |
25 |
19 |
17 |
13 |
Social sciences |
317 |
355 |
320 |
340 |
380 |
349 |
399 |
370 |
470 |
438 |
536 |
Anthropology |
22 |
19 |
16 |
12 |
23 |
17 |
18 |
14 |
19 |
19 |
17 |
Economics |
8 |
18 |
18 |
16 |
13 |
17 |
16 |
16 |
17 |
16 |
15 |
Political science |
32 |
31 |
24 |
23 |
30 |
28 |
28 |
24 |
50 |
30 |
46 |
Psychology |
159 |
172 |
152 |
159 |
175 |
163 |
182 |
157 |
206 |
179 |
241 |
Sociology |
40 |
43 |
34 |
39 |
44 |
45 |
41 |
43 |
48 |
45 |
53 |
Other social sciences |
56 |
72 |
76 |
91 |
95 |
79 |
114 |
116 |
130 |
149 |
164 |
Engineering |
96 |
102 |
92 |
110 |
132 |
137 |
130 |
150 |
171 |
168 |
165 |
Aerospace, aeronautical, and astronautical engineering |
2 |
1 |
0 |
2 |
3 |
1 |
5 |
9 |
4 |
3 |
9 |
Bioengineering |
8 |
8 |
20 |
17 |
20 |
19 |
20 |
17 |
27 |
29 |
20 |
Chemical engineering |
13 |
13 |
14 |
16 |
13 |
13 |
14 |
8 |
7 |
15 |
9 |
Civil engineering |
6 |
12 |
10 |
6 |
9 |
13 |
10 |
7 |
9 |
12 |
18 |
Electrical, electronics, and communications engineering |
24 |
18 |
20 |
15 |
28 |
24 |
28 |
28 |
32 |
32 |
28 |
Industrial and manufacturing engineering |
8 |
10 |
5 |
12 |
6 |
9 |
8 |
9 |
14 |
6 |
5 |
Materials science engineering |
5 |
8 |
2 |
15 |
18 |
16 |
12 |
14 |
17 |
9 |
12 |
Mechanical engineering |
11 |
13 |
11 |
18 |
18 |
13 |
14 |
17 |
26 |
15 |
18 |
Other engineering |
19 |
19 |
10 |
9 |
17 |
29 |
19 |
41 |
35 |
47 |
46 |
Non-science and engineering |
942 |
944 |
1,024 |
1,064 |
1,113 |
931 |
805 |
930 |
861 |
890 |
974 |
Education |
648 |
639 |
711 |
714 |
788 |
622 |
495 |
578 |
518 |
522 |
635 |
Humanities |
174 |
170 |
175 |
171 |
158 |
171 |
156 |
182 |
167 |
156 |
139 |
Professional/other/unknown |
120 |
135 |
138 |
179 |
167 |
138 |
154 |
170 |
176 |
212 |
200 |
Native Hawaiian or Other Pacific Islander, all fields |
64 |
63 |
64 |
67 |
73 |
53 |
47 |
57 |
53 |
58 |
44 |
Science and engineering |
43 |
46 |
48 |
48 |
48 |
41 |
33 |
40 |
34 |
42 |
31 |
Science |
39 |
41 |
43 |
43 |
44 |
36 |
29 |
35 |
32 |
35 |
28 |
Computer sciences |
0 |
1 |
0 |
0 |
0 |
4 |
1 |
0 |
0 |
1 |
0 |
Geosciences |
1 |
0 |
2 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
Atmospheric sciences |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Earth sciences |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
0 |
Ocean sciences |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Life sciences |
23 |
21 |
22 |
21 |
22 |
21 |
15 |
21 |
20 |
21 |
13 |
Agricultural sciences |
2 |
0 |
0 |
1 |
1 |
1 |
0 |
1 |
1 |
2 |
3 |
Biological sciences |
15 |
19 |
18 |
17 |
17 |
15 |
14 |
12 |
12 |
16 |
8 |
Health sciences |
6 |
2 |
4 |
3 |
4 |
5 |
1 |
8 |
7 |
3 |
2 |
Mathematical sciences |
2 |
2 |
1 |
1 |
0 |
1 |
0 |
2 |
2 |
0 |
1 |
Physical sciences |
3 |
3 |
6 |
6 |
5 |
4 |
4 |
2 |
1 |
2 |
5 |
Astronomy |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Chemistry |
3 |
2 |
5 |
3 |
4 |
3 |
2 |
1 |
1 |
0 |
2 |
Physics |
0 |
1 |
1 |
3 |
1 |
1 |
2 |
1 |
0 |
2 |
3 |
Social sciences |
10 |
14 |
12 |
15 |
17 |
6 |
8 |
10 |
9 |
11 |
9 |
Anthropology |
1 |
1 |
2 |
2 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
Economics |
0 |
1 |
0 |
0 |
2 |
1 |
0 |
1 |
0 |
0 |
1 |
Political science |
2 |
0 |
2 |
2 |
2 |
1 |
1 |
2 |
1 |
1 |
1 |
Psychology |
6 |
10 |
7 |
5 |
11 |
2 |
5 |
5 |
5 |
7 |
2 |
Sociology |
0 |
0 |
1 |
3 |
0 |
0 |
1 |
0 |
0 |
1 |
0 |
Other social sciences |
1 |
2 |
0 |
3 |
2 |
2 |
1 |
1 |
2 |
2 |
5 |
Engineering |
4 |
5 |
5 |
5 |
4 |
5 |
4 |
5 |
2 |
7 |
3 |
Aerospace, aeronautical, and astronautical engineering |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Bioengineering |
0 |
1 |
2 |
3 |
1 |
0 |
1 |
1 |
0 |
3 |
1 |
Chemical engineering |
0 |
0 |
1 |
1 |
0 |
2 |
1 |
0 |
1 |
0 |
1 |
Civil engineering |
0 |
0 |
0 |
0 |
1 |
0 |
0 |
0 |
1 |
0 |
0 |
Electrical, electronics, and communications engineering |
2 |
1 |
1 |
0 |
2 |
1 |
0 |
0 |
0 |
0 |
0 |
Industrial and manufacturing engineering |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
1 |
0 |
1 |
0 |
Materials science engineering |
1 |
0 |
0 |
0 |
0 |
1 |
1 |
0 |
0 |
0 |
0 |
Mechanical engineering |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
0 |
0 |
Other engineering |
1 |
2 |
1 |
0 |
0 |
1 |
1 |
3 |
0 |
3 |
1 |
Non-science and engineering |
21 |
17 |
16 |
19 |
25 |
12 |
14 |
17 |
19 |
16 |
13 |
Education |
14 |
9 |
6 |
9 |
19 |
7 |
7 |
7 |
15 |
10 |
9 |
Humanities |
5 |
6 |
4 |
8 |
3 |
5 |
4 |
6 |
2 |
4 |
4 |
Professional/other/unknown |
2 |
2 |
6 |
2 |
3 |
0 |
3 |
4 |
2 |
2 |
0 |
White, all fields |
21,208 |
21,923 |
22,067 |
22,835 |
23,616 |
23,101 |
23,279 |
24,011 |
24,750 |
24,833 |
25,407 |
Science and engineering |
12,945 |
13,547 |
13,961 |
14,708 |
15,482 |
15,606 |
15,994 |
16,585 |
17,005 |
17,407 |
17,702 |
Science |
11,355 |
11,827 |
12,171 |
12,643 |
13,371 |
13,379 |
13,700 |
14,111 |
14,409 |
14,581 |
14,833 |
Computer sciences |
320 |
404 |
454 |
498 |
523 |
524 |
544 |
537 |
519 |
566 |
544 |
Geosciences |
384 |
400 |
487 |
466 |
466 |
483 |
471 |
514 |
550 |
604 |
589 |
Atmospheric sciences |
76 |
54 |
80 |
96 |
71 |
72 |
91 |
94 |
105 |
105 |
122 |
Earth sciences |
204 |
252 |
274 |
236 |
274 |
278 |
258 |
262 |
286 |
307 |
299 |
Ocean sciences |
104 |
94 |
133 |
134 |
121 |
133 |
122 |
158 |
159 |
192 |
168 |
Life sciences |
4,761 |
4,927 |
5,301 |
5,423 |
5,782 |
5,689 |
5,753 |
5,880 |
5,978 |
6,041 |
6,045 |
Agricultural sciences |
506 |
508 |
577 |
514 |
567 |
489 |
550 |
536 |
581 |
589 |
605 |
Biological sciences |
3,297 |
3,400 |
3,628 |
3,772 |
4,059 |
4,071 |
4,084 |
4,123 |
4,117 |
4,320 |
4,297 |
Health sciences |
958 |
1,019 |
1,096 |
1,137 |
1,156 |
1,129 |
1,119 |
1,221 |
1,280 |
1,132 |
1,143 |
Mathematical sciences |
410 |
478 |
464 |
523 |
584 |
640 |
635 |
654 |
653 |
723 |
671 |
Physical sciences |
1,492 |
1,622 |
1,542 |
1,642 |
1,823 |
1,758 |
1,917 |
1,956 |
2,034 |
1,943 |
2,165 |
Astronomy |
100 |
108 |
112 |
157 |
153 |
168 |
165 |
166 |
184 |
165 |
161 |
Chemistry |
952 |
1,005 |
888 |
911 |
1,036 |
992 |
1,057 |
1,044 |
1,103 |
1,072 |
1,182 |
Physics |
440 |
509 |
542 |
574 |
634 |
598 |
695 |
746 |
747 |
706 |
822 |
Social sciences |
3,988 |
3,996 |
3,923 |
4,091 |
4,193 |
4,285 |
4,380 |
4,570 |
4,675 |
4,704 |
4,819 |
Anthropology |
275 |
308 |
315 |
303 |
297 |
298 |
335 |
341 |
335 |
287 |
288 |
Economics |
261 |
244 |
228 |
298 |
311 |
330 |
312 |
371 |
376 |
349 |
396 |
Political science |
364 |
357 |
326 |
343 |
355 |
403 |
370 |
415 |
433 |
459 |
467 |
Psychology |
2,212 |
2,094 |
2,071 |
2,103 |
2,183 |
2,127 |
2,209 |
2,221 |
2,239 |
2,273 |
2,260 |
Sociology |
297 |
358 |
329 |
331 |
364 |
380 |
367 |
354 |
376 |
399 |
426 |
Other social sciences |
579 |
635 |
654 |
713 |
683 |
747 |
787 |
868 |
916 |
937 |
982 |
Engineering |
1,590 |
1,720 |
1,790 |
2,065 |
2,111 |
2,227 |
2,294 |
2,474 |
2,596 |
2,826 |
2,869 |
Aerospace, aeronautical, and astronautical engineering |
74 |
65 |
93 |
92 |
116 |
111 |
108 |
138 |
150 |
183 |
169 |
Bioengineering |
148 |
216 |
233 |
307 |
337 |
335 |
372 |
392 |
385 |
446 |
449 |
Chemical engineering |
218 |
257 |
233 |
290 |
288 |
305 |
284 |
268 |
258 |
319 |
351 |
Civil engineering |
144 |
130 |
159 |
159 |
195 |
158 |
148 |
110 |
137 |
171 |
166 |
Electrical, electronics, and communications engineering |
308 |
305 |
290 |
329 |
328 |
375 |
370 |
369 |
364 |
370 |
383 |
Industrial and manufacturing engineering |
48 |
45 |
49 |
56 |
39 |
34 |
67 |
46 |
47 |
60 |
40 |
Materials science engineering |
130 |
149 |
188 |
193 |
167 |
211 |
184 |
246 |
252 |
257 |
260 |
Mechanical engineering |
217 |
258 |
251 |
285 |
298 |
292 |
327 |
387 |
392 |
423 |
459 |
Other engineering |
303 |
295 |
294 |
354 |
343 |
406 |
434 |
518 |
611 |
597 |
592 |
Non-science and engineering |
8,263 |
8,376 |
8,106 |
8,127 |
8,134 |
7,495 |
7,285 |
7,426 |
7,745 |
7,426 |
7,705 |
Education |
3,903 |
3,844 |
3,852 |
4,001 |
3,886 |
3,130 |
2,763 |
2,835 |
2,876 |
2,710 |
2,856 |
Humanities |
3,229 |
3,390 |
3,064 |
2,961 |
3,027 |
3,147 |
3,329 |
3,464 |
3,568 |
3,470 |
3,536 |
Professional/other/unknown |
1,131 |
1,142 |
1,190 |
1,165 |
1,221 |
1,218 |
1,193 |
1,127 |
1,301 |
1,246 |
1,313 |
More than one race, all fields |
395 |
464 |
505 |
506 |
646 |
654 |
722 |
807 |
859 |
879 |
905 |
Science and engineering |
254 |
303 |
339 |
335 |
445 |
463 |
518 |
580 |
622 |
637 |
666 |
Science |
223 |
258 |
292 |
290 |
389 |
398 |
446 |
505 |
535 |
534 |
558 |
Computer sciences |
12 |
10 |
8 |
8 |
17 |
17 |
17 |
18 |
20 |
17 |
18 |
Geosciences |
4 |
5 |
10 |
4 |
8 |
11 |
6 |
11 |
16 |
23 |
16 |
Atmospheric sciences |
0 |
0 |
1 |
1 |
3 |
1 |
1 |
4 |
2 |
1 |
2 |
Earth sciences |
4 |
2 |
6 |
2 |
3 |
4 |
3 |
5 |
8 |
12 |
13 |
Ocean sciences |
0 |
3 |
3 |
1 |
2 |
6 |
2 |
2 |
6 |
10 |
1 |
Life sciences |
80 |
97 |
113 |
124 |
158 |
155 |
180 |
215 |
213 |
234 |
240 |
Agricultural sciences |
7 |
6 |
9 |
6 |
13 |
7 |
13 |
11 |
10 |
9 |
18 |
Biological sciences |
57 |
79 |
83 |
97 |
118 |
116 |
138 |
174 |
165 |
181 |
190 |
Health sciences |
16 |
12 |
21 |
21 |
27 |
32 |
29 |
30 |
38 |
44 |
32 |
Mathematical sciences |
3 |
11 |
6 |
5 |
15 |
15 |
18 |
24 |
20 |
17 |
17 |
Physical sciences |
32 |
22 |
33 |
37 |
39 |
51 |
69 |
61 |
71 |
68 |
73 |
Astronomy |
3 |
3 |
3 |
3 |
4 |
2 |
4 |
1 |
4 |
3 |
6 |
Chemistry |
20 |
14 |
17 |
17 |
23 |
27 |
27 |
39 |
40 |
44 |
46 |
Physics |
9 |
5 |
13 |
17 |
12 |
22 |
38 |
21 |
27 |
21 |
21 |
Social sciences |
92 |
113 |
122 |
112 |
152 |
149 |
156 |
176 |
195 |
175 |
194 |
Anthropology |
7 |
12 |
13 |
6 |
13 |
16 |
15 |
17 |
11 |
19 |
13 |
Economics |
4 |
6 |
7 |
5 |
7 |
6 |
6 |
14 |
12 |
12 |
15 |
Political science |
6 |
8 |
14 |
8 |
17 |
9 |
9 |
14 |
19 |
12 |
16 |
Psychology |
50 |
64 |
59 |
62 |
80 |
81 |
80 |
87 |
87 |
82 |
81 |
Sociology |
9 |
7 |
13 |
12 |
14 |
15 |
18 |
11 |
15 |
16 |
25 |
Other social sciences |
16 |
16 |
16 |
19 |
21 |
22 |
28 |
33 |
51 |
34 |
44 |
Engineering |
31 |
45 |
47 |
45 |
56 |
65 |
72 |
75 |
87 |
103 |
108 |
Aerospace, aeronautical, and astronautical engineering |
2 |
2 |
4 |
0 |
2 |
3 |
3 |
4 |
4 |
6 |
8 |
Bioengineering |
6 |
8 |
8 |
7 |
14 |
14 |
11 |
10 |
21 |
21 |
26 |
Chemical engineering |
7 |
6 |
2 |
7 |
6 |
8 |
8 |
12 |
6 |
11 |
8 |
Civil engineering |
3 |
1 |
4 |
4 |
1 |
2 |
3 |
1 |
1 |
3 |
3 |
Electrical, electronics, and communications engineering |
3 |
9 |
9 |
9 |
7 |
12 |
12 |
11 |
18 |
10 |
18 |
Industrial and manufacturing engineering |
1 |
1 |
0 |
3 |
1 |
3 |
1 |
1 |
0 |
2 |
3 |
Materials science engineering |
1 |
3 |
10 |
2 |
7 |
7 |
12 |
10 |
12 |
11 |
10 |
Mechanical engineering |
3 |
6 |
5 |
4 |
8 |
7 |
10 |
16 |
13 |
18 |
11 |
Other engineering |
5 |
9 |
5 |
9 |
10 |
9 |
12 |
10 |
12 |
21 |
21 |
Non-science and engineering |
141 |
161 |
166 |
171 |
201 |
191 |
204 |
227 |
237 |
242 |
239 |
Education |
58 |
58 |
76 |
64 |
90 |
77 |
83 |
81 |
81 |
92 |
89 |
Humanities |
66 |
82 |
67 |
85 |
80 |
84 |
84 |
113 |
115 |
115 |
110 |
Professional/other/unknown |
17 |
21 |
23 |
22 |
31 |
30 |
37 |
33 |
41 |
35 |
40 |
Race unknown, all fields |
242 |
224 |
240 |
276 |
265 |
219 |
201 |
236 |
226 |
214 |
205 |
Science and engineering |
147 |
143 |
162 |
181 |
168 |
131 |
144 |
166 |
146 |
150 |
149 |
Science |
125 |
116 |
135 |
150 |
143 |
100 |
126 |
129 |
118 |
116 |
121 |
Computer sciences |
5 |
6 |
14 |
8 |
11 |
9 |
5 |
6 |
11 |
6 |
9 |
Geosciences |
5 |
4 |
6 |
4 |
5 |
2 |
5 |
3 |
4 |
6 |
2 |
Atmospheric sciences |
0 |
1 |
1 |
1 |
1 |
0 |
2 |
1 |
1 |
1 |
1 |
Earth sciences |
3 |
1 |
5 |
3 |
3 |
1 |
2 |
2 |
2 |
4 |
1 |
Ocean sciences |
2 |
2 |
0 |
0 |
1 |
1 |
1 |
0 |
1 |
1 |
0 |
Life sciences |
46 |
40 |
49 |
58 |
54 |
36 |
52 |
58 |
43 |
42 |
42 |
Agricultural sciences |
1 |
1 |
3 |
8 |
7 |
3 |
2 |
3 |
3 |
5 |
4 |
Biological sciences |
38 |
28 |
28 |
43 |
40 |
25 |
37 |
42 |
34 |
30 |
30 |
Health sciences |
7 |
11 |
18 |
7 |
7 |
8 |
13 |
13 |
6 |
7 |
8 |
Mathematical sciences |
6 |
6 |
7 |
6 |
8 |
5 |
5 |
7 |
4 |
7 |
9 |
Physical sciences |
20 |
17 |
20 |
15 |
20 |
8 |
18 |
18 |
20 |
25 |
9 |
Astronomy |
4 |
0 |
0 |
0 |
1 |
1 |
1 |
2 |
1 |
1 |
0 |
Chemistry |
6 |
11 |
12 |
7 |
6 |
3 |
9 |
9 |
10 |
11 |
5 |
Physics |
10 |
6 |
8 |
8 |
13 |
4 |
8 |
7 |
9 |
13 |
4 |
Social sciences |
43 |
43 |
39 |
59 |
45 |
40 |
41 |
37 |
36 |
30 |
50 |
Anthropology |
5 |
11 |
2 |
14 |
5 |
5 |
3 |
5 |
7 |
3 |
8 |
Economics |
4 |
3 |
3 |
2 |
7 |
10 |
3 |
1 |
1 |
2 |
3 |
Political science |
3 |
3 |
3 |
6 |
7 |
4 |
7 |
5 |
8 |
3 |
6 |
Psychology |
16 |
7 |
17 |
22 |
15 |
16 |
18 |
9 |
11 |
11 |
17 |
Sociology |
2 |
6 |
4 |
3 |
5 |
1 |
1 |
3 |
4 |
1 |
4 |
Other social sciences |
13 |
13 |
10 |
12 |
6 |
4 |
9 |
14 |
5 |
10 |
12 |
Engineering |
22 |
27 |
27 |
31 |
25 |
31 |
18 |
37 |
28 |
34 |
28 |
Aerospace, aeronautical, and astronautical engineering |
3 |
3 |
1 |
3 |
2 |
1 |
2 |
3 |
0 |
4 |
1 |
Bioengineering |
2 |
3 |
2 |
7 |
1 |
4 |
4 |
6 |
8 |
3 |
4 |
Chemical engineering |
0 |
2 |
2 |
3 |
1 |
6 |
1 |
0 |
1 |
7 |
4 |
Civil engineering |
1 |
2 |
3 |
1 |
1 |
0 |
0 |
1 |
0 |
2 |
1 |
Electrical, electronics, and communications engineering |
6 |
9 |
5 |
7 |
4 |
9 |
3 |
8 |
8 |
3 |
4 |
Industrial and manufacturing engineering |
1 |
0 |
1 |
0 |
1 |
0 |
0 |
0 |
0 |
0 |
3 |
Materials science engineering |
1 |
1 |
2 |
3 |
2 |
3 |
1 |
3 |
2 |
4 |
2 |
Mechanical engineering |
2 |
2 |
4 |
6 |
6 |
3 |
1 |
8 |
3 |
4 |
2 |
Other engineering |
6 |
5 |
7 |
1 |
7 |
5 |
6 |
8 |
6 |
7 |
7 |
Non-science and engineering |
95 |
81 |
78 |
95 |
97 |
88 |
57 |
70 |
80 |
64 |
56 |
Education |
32 |
38 |
26 |
42 |
34 |
33 |
18 |
17 |
25 |
13 |
14 |
Humanities |
51 |
31 |
38 |
30 |
51 |
42 |
24 |
41 |
40 |
35 |
32 |
Professional/other/unknown |
12 |
12 |
14 |
23 |
12 |
13 |
15 |
12 |
15 |
16 |
10 |
Ethnicity unknown, all fields |
568 |
529 |
631 |
804 |
935 |
940 |
630 |
625 |
760 |
677 |
622 |
Science and engineering |
353 |
334 |
374 |
490 |
639 |
649 |
433 |
458 |
534 |
449 |
456 |
Science |
305 |
291 |
316 |
416 |
458 |
523 |
359 |
372 |
416 |
352 |
356 |
Computer sciences |
13 |
12 |
9 |
21 |
13 |
21 |
18 |
35 |
22 |
13 |
30 |
Geosciences |
4 |
13 |
7 |
9 |
27 |
21 |
7 |
8 |
13 |
10 |
15 |
Atmospheric sciences |
0 |
3 |
1 |
1 |
8 |
5 |
2 |
1 |
5 |
2 |
1 |
Earth sciences |
4 |
4 |
4 |
5 |
13 |
13 |
3 |
6 |
5 |
6 |
7 |
Ocean sciences |
0 |
6 |
2 |
3 |
6 |
3 |
2 |
1 |
3 |
2 |
7 |
Life sciences |
100 |
104 |
97 |
139 |
174 |
205 |
115 |
111 |
125 |
120 |
116 |
Agricultural sciences |
17 |
19 |
13 |
16 |
21 |
20 |
12 |
11 |
13 |
13 |
13 |
Biological sciences |
56 |
53 |
56 |
102 |
117 |
132 |
73 |
77 |
81 |
82 |
70 |
Health sciences |
27 |
32 |
28 |
21 |
36 |
53 |
30 |
23 |
31 |
25 |
33 |
Mathematical sciences |
9 |
7 |
10 |
18 |
21 |
27 |
21 |
12 |
25 |
21 |
29 |
Physical sciences |
25 |
27 |
41 |
59 |
86 |
72 |
44 |
51 |
47 |
55 |
45 |
Astronomy |
2 |
2 |
5 |
0 |
4 |
1 |
3 |
1 |
4 |
3 |
1 |
Chemistry |
10 |
15 |
21 |
35 |
50 |
38 |
21 |
22 |
25 |
29 |
30 |
Physics |
13 |
10 |
15 |
24 |
32 |
33 |
20 |
28 |
18 |
23 |
14 |
Social sciences |
154 |
128 |
152 |
170 |
137 |
177 |
154 |
155 |
184 |
133 |
121 |
Anthropology |
6 |
5 |
12 |
10 |
11 |
8 |
8 |
8 |
9 |
6 |
4 |
Economics |
3 |
5 |
5 |
10 |
10 |
9 |
5 |
8 |
11 |
8 |
13 |
Political science |
6 |
13 |
14 |
9 |
15 |
12 |
9 |
16 |
13 |
8 |
19 |
Psychology |
121 |
88 |
100 |
107 |
56 |
102 |
101 |
82 |
123 |
75 |
59 |
Sociology |
6 |
2 |
4 |
6 |
7 |
10 |
3 |
9 |
3 |
2 |
6 |
Other social sciences |
12 |
15 |
17 |
28 |
38 |
36 |
28 |
32 |
25 |
34 |
20 |
Engineering |
48 |
43 |
58 |
74 |
181 |
126 |
74 |
86 |
118 |
97 |
100 |
Aerospace, aeronautical, and astronautical engineering |
1 |
2 |
4 |
4 |
13 |
5 |
4 |
3 |
6 |
4 |
5 |
Bioengineering |
4 |
3 |
7 |
12 |
27 |
12 |
8 |
14 |
19 |
14 |
11 |
Chemical engineering |
5 |
3 |
7 |
7 |
23 |
17 |
6 |
9 |
9 |
8 |
13 |
Civil engineering |
4 |
5 |
3 |
5 |
10 |
6 |
6 |
4 |
4 |
12 |
3 |
Electrical, electronics, and communications engineering |
6 |
8 |
16 |
17 |
34 |
31 |
11 |
20 |
22 |
9 |
19 |
Industrial and manufacturing engineering |
1 |
0 |
2 |
2 |
2 |
2 |
2 |
2 |
1 |
4 |
0 |
Materials science engineering |
3 |
6 |
3 |
5 |
21 |
3 |
6 |
8 |
3 |
4 |
8 |
Mechanical engineering |
9 |
10 |
7 |
5 |
23 |
17 |
16 |
8 |
21 |
8 |
24 |
Other engineering |
15 |
6 |
9 |
17 |
28 |
33 |
15 |
18 |
33 |
34 |
17 |
Non-science and engineering |
215 |
195 |
257 |
314 |
296 |
291 |
197 |
167 |
226 |
228 |
166 |
Education |
113 |
78 |
130 |
165 |
124 |
125 |
71 |
58 |
90 |
111 |
68 |
Humanities |
79 |
77 |
79 |
103 |
105 |
117 |
97 |
82 |
102 |
72 |
73 |
Professional/other/unknown |
23 |
40 |
48 |
46 |
67 |
49 |
29 |
27 |
34 |
45 |
25 |