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ShayRomayo/graduates.csv

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graduates.csv
Accounting/Finance/Contracts Applied Research Asians Bachelors Basic Research Business/Industry Career Change Computer Applications Design Development Doctorates Educational Institution Employed Family Family-related Females Government Highest Human Resources Job Location Layoff Lowest Major Males Managing/Supervising People/Projects Masters Mean Median Minorities No need/want Not in Labor Force Pay/Promotion Productions/Operations/Maintenance Professional Service Professionals Qualitity/Productivity Management Quantity Reason Working Outside Field.No Job Available Reason Working Outside Field.Other Reason for Not Working.No Job Available Sales, Purchasing, Marketing Standard Deviation Student Teaching Total Unemployed Whites Work Activity.Other Working Conditions Year
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129192 126555 55663 376718 51572 382006 29380 173368 258218 183963 17958 24603 447976 3973 8504 29425 41367 150000.0 137709 24654 3309 1000.0 Mechanical Engineering 507550 248372 136490 60509.01 58000.0 26209 9126 82401 31838 67166 42473 5808 129713 4440 16448 7484 3766 136898 25816.13 5892 49766 536975 6597 454944 30521 26365 1997
191907 140799 57603 470999 65207 486714 47222 251459 249668 173796 29184 38693 586981 8555 21039 75168 61574 150000.0 195236 40385 5936 0.0 Other Engineering 636889 322356 199504 58238.1 55000.0 41390 11261 112635 49376 90335 91345 12370 186962 6048 33592 12647 5063 203210 28256.44 7191 71503 712057 12440 612748 46345 38990 1997
43141 74674 29034 91492 46694 126487 20804 105475 80809 65022 53298 48752 194449 2228 8157 25605 19211 150000.0 49844 15511 1672 0.0 Physics and Astronomy 204350 87537 75244 62580.77 60000.0 11888 2825 32017 20287 16666 26089 9920 34698 3869 16849 5572 2841 43288 31787.98 3791 39006 229955 3488 189011 16412 15023 1997
345790 173981 43942 933512 124296 779807 165044 346854 119451 168211 86833 313459 1274488 68382 85555 945604 181222 150000.0 487503 166869 10620 0.0 Psychology 574559 595754 422256 45771.76 40000.0 168443 72563 217338 206988 67497 585289 77562 268822 7549 115844 33571 18733 476135 30459.47 39531 406929 1520163 28336 1307391 119287 179871 1997
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53107 63217 33417 137336 25595 166241 12716 66484 88476 76584 20651 9697 189664 3775 5024 41720 13725 150000.0 63074 11240 1416 0.0 Chemical Engineering 189425 109355 67130 68202.37 66000.0 15169 5413 38578 11908 31115 27296 6028 65180 2194 6715 2079 2117 57144 30473.88 3247 18869 231145 2903 182542 9913 9984 1999
93729 158667 53287 250227 91406 286915 36971 123669 80358 118001 92163 88208 412711 16957 17168 156633 37588 150000.0 130281 29137 3474 0.0 Chemistry 369393 217226 112081 69462.82 65000.0 42918 21935 105787 37610 35321 119153 71554 109789 5298 16883 8314 4537 105296 36441.2 11232 108069 526026 7528 429716 26907 32477 1999
158031 52054 43556 249800 34042 214552 15204 118195 134587 51575 12054 14725 314634 4240 6051 33814 85357 150000.0 131492 14022 1246 0.0 Civil Engineering 333391 224473 102610 61504.28 58000.0 23064 7064 50057 13791 28691 69811 2740 125041 2572 5079 2023 2336 117418 28461.59 2786 37201 367204 2514 300202 21034 14565 1999
278500 217135 101897 831876 142215 793804 61368 734274 293973 209693 55794 199136 1076208 33294 37271 437131 83267 150000.0 334215 65734 5184 0.0 Computer Science and Math 784657 498729 313979 62377.24 60000.0 121467 40635 133818 70920 61670 144105 20138 225487 6924 30974 8878 6766 264528 31639.62 7505 237708 1221788 11763 997899 43811 65796 1999
309672 81121 52042 416530 55734 458127 64286 202615 82696 75304 25476 61585 579907 17445 27258 177212 60195 150000.0 231464 63019 4867 0.0 Economics 505801 338158 174178 63571.99 56000.0 46109 20474 92903 81421 53082 212231 66829 128768 2292 30396 7535 5083 283368 37713.45 9751 86940 683013 10203 584850 29748 63103 1999
166585 182435 104295 451382 80663 515721 26561 363488 317787 232995 32103 31127 596885 7301 8302 43279 50037 150000.0 192728 19608 7351 0.0 Electrical Engineering 668341 308381 215833 73559.91 71000.0 50996 12916 103293 25481 66902 50489 12304 147293 5158 14059 4945 5208 182839 30476.47 5855 59371 711621 11442 556329 20735 22446 1999
93909 42206 15612 151526 24157 172530 17424 143385 66988 41589 7716 22919 222848 3235 7675 61820 27400 150000.0 88870 17774 2186 0.0 Management & Administration 190074 126024 89723 61650.13 60000.0 22405 4407 25381 27811 14894 41643 2930 66237 1129 9547 1280 1861 77626 30324.67 720 35907 251894 3665 213549 8900 21885 1999
143976 127676 59726 371951 57058 393113 27890 182068 261642 187212 20233 21092 452113 4495 7219 31921 37909 150000.0 142732 20881 3601 0.0 Mechanical Engineering 513412 255798 146289 65903.64 63000.0 28947 9715 86398 27904 70760 46965 6859 147924 3705 10183 4552 3778 145083 27542.58 4007 43424 545333 6822 456487 22638 20456 1999
206413 147174 63039 464037 70375 497033 43039 266758 253879 185751 32517 37760 597444 9343 19723 83521 62651 150000.0 215257 43809 6685 0.0 Other Engineering 636182 345185 209940 63298.52 60000.0 44686 17452 110365 41401 91058 90992 13210 191767 5524 24063 7269 5572 202812 30371.32 5757 72502 719703 11894 611594 28029 38508 1999
42052 78140 29681 91297 44613 130258 22625 100914 79215 59171 55867 48108 196611 3139 6329 27492 18245 150000.0 51658 15215 2181 0.0 Physics and Astronomy 207370 89117 77411 68603.82 68000.0 11450 4397 33233 20802 17623 28458 10287 38482 3453 12151 3501 2976 42463 33821.96 2040 41507 234861 5017 193725 12356 14306 1999
398951 191088 47656 989438 142884 822054 163817 377328 126085 168017 90897 343784 1360456 82764 89998 1031096 194617 150000.0 540521 166286 9562 0.0 Psychology 588707 661261 456825 48769.15 42000.0 184812 76367 227404 215597 69769 634251 82643 298607 6879 85271 23135 19882 501029 31594.3 41319 451292 1619802 31942 1386903 106805 196965 1999
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11852 39946 15613 108948 32971 52613 8809 26930 9111 18274 151 30841 92858 2563 4048 69018 9404 100000.0 27893 12464 468 4999.0 Biological Sciences 52155 28516 11643 28335.21 27000.0 17260 11565 24906 10768 8094 21076 431 18768 701 9397 921 2269 29206 15806.46 24879 20173 121173 3409 88300 4106 11977 2001
1550 6224 3852 10199 4214 9336 1016 5516 6173 6191 0 1918 11711 172 302 4752 457 100000.0 3897 1219 93 4999.0 Chemical Engineering 8412 4374 2965 45270.69 50000.0 1495 589 820 803 1708 276 0 3839 314 842 16 437 2570 18152.9 1120 1548 13164 633 7817 203 1106 2001
1378 10311 3555 17137 8326 11112 1432 6217 4438 7189 418 5174 17869 320 262 9196 1584 100000.0 5486 1172 223 4999.0 Chemistry 12579 5056 4220 34287.07 33000.0 3070 1613 3192 1703 1766 1847 0 4618 310 489 541 249 2766 17734.27 3409 4526 21775 713 15150 373 1131 2001
5441 6110 3654 15169 4050 15481 740 9588 11757 4351 64 1334 20285 149 160 5600 3470 100000.0 6052 571 172 4999.0 Civil Engineering 16276 10042 6643 43904.76 44000.0 2784 589 636 715 1208 1812 0 6455 378 201 359 261 4752 14759.31 940 1615 21877 956 15439 1385 654 2001
10026 26116 17085 82710 20632 68706 3519 71847 28449 26213 151 15813 90247 1526 940 32410 5729 100000.0 22074 3728 1719 4999.0 Computer Science and Math 67169 22261 16718 46328.3 45000.0 16637 1822 3820 3768 4208 5488 0 15926 862 3459 1152 3302 17281 21650.49 2801 17076 99579 5512 65857 1545 3861 2001
18393 8775 8421 36974 8438 28592 2782 14842 5032 7921 120 4481 35624 481 700 14997 2552 100000.0 11124 4768 579 4999.0 Economics 26849 12744 4751 38941.96 37000.0 4139 2368 4016 4567 2517 11147 0 9461 293 2141 964 1430 14302 18853.1 4279 4798 41846 2206 29286 2030 3710 2001
3220 15811 11992 22535 11677 28714 728 25906 17399 16344 123 4440 35310 357 83 5446 2156 100000.0 8293 890 623 4999.0 Electrical Engineering 31755 8932 14542 55292.73 55000.0 5563 507 1108 815 3362 448 0 7084 509 440 187 445 6028 20606.63 985 5189 37200 782 19646 490 1001 2001
1841 1839 1237 1424 1651 4443 0 4069 1797 1791 0 731 5860 195 0 3979 686 100000.0 2423 225 250 8000.0 Management & Administration 2491 3078 5046 50359.55 50000.0 1328 140 249 141 182 992 0 1583 89 29 0 361 1709 22748.25 110 758 6471 361 3905 266 240 2001
4792 14225 5499 24368 9580 28117 989 16335 22369 17379 100 3298 33484 114 555 5120 2069 100000.0 9231 1199 293 4999.0 Mechanical Engineering 29966 12497 10617 50408.42 50000.0 4402 482 954 1536 4574 1099 0 11800 546 548 317 317 6465 17896.55 817 4103 35086 647 25185 873 869 2001
5006 14139 9502 30980 11449 30443 1595 23958 18939 14890 134 4388 38253 564 462 10075 3422 100000.0 11290 1696 673 4999.0 Other Engineering 32337 12821 11253 46333.33 48000.0 5575 1616 2416 1599 3988 1706 45 11607 1062 827 535 1266 7150 17973.12 2618 3942 42412 1743 27335 1009 1665 2001
1160 4929 2245 5961 3708 5095 653 5768 3833 2946 241 4057 9648 118 93 2609 495 100000.0 1959 810 109 4999.0 Physics and Astronomy 8328 2036 4735 35980.71 31000.0 901 536 976 788 843 412 0 1859 363 777 99 161 1574 21922.7 917 2748 10937 313 7791 229 663 2001
22155 29308 11080 148565 29768 86048 13875 36863 10465 20396 329 44114 149937 5886 6064 134048 19775 100000.0 56869 20204 2289 4999.0 Psychology 39718 52451 24484 27500.55 26000.0 31325 9929 18137 27650 5465 60592 387 26558 885 14395 2848 5513 53938 14825.3 15050 50002 173766 5693 131360 9926 24323 2001
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35471 41532 4715 87003 34142 76508 14917 34554 21176 30958 10966 39419 132282 10770 9673 101032 16355 150000.0 48001 22034 1582 0.0 Anthropology and Archeology 62000 82856 54325 53818.97 47000.0 14932 7916 25110 21433 8821 45922 10738 32013 348 18383 6297 5581 51072 34628.19 2728 48512 163031 5640 143385 11406 18907 2003
28688 12374 7459 48584 11130 52422 11784 11290 12778 12972 4112 18813 84817 7024 7402 59177 13582 150000.0 29554 11808 989 0.0 Area and Ethnic Studies 40747 48032 35566 55840.58 49000.0 21976 3068 13520 12843 6624 35332 11663 16460 207 10817 5984 486 30725 41014.55 127 26158 99925 1588 70490 6052 14405 2003
3760 8463 2410 11093 4643 12328 1325 10102 4144 6168 1529 2299 18498 0 709 2258 3872 150000.0 3119 2809 0 0.0 Atmospheric Sciences and Meteorology 16616 9017 5140 68240.96 69000.0 639 0 376 3236 3882 1918 1112 3363 83 1712 0 0 3103 29647.35 0 3827 18875 0 15825 1556 1798 2003
26451 55048 28815 55366 38808 86669 4978 27420 23042 36031 28769 31165 125975 3388 3699 58935 8142 150000.0 46369 9773 4165 0.0 Biochemistry and Biophysics 88699 79770 28740 78583.0 70000.0 12744 1486 15381 10792 29353 55500 34760 28495 506 6429 2992 3526 29579 41688.12 3313 42618 147634 6278 106075 5378 10147 2003
303040 423842 129453 697453 310331 813329 102991 298881 156763 263430 129077 314418 1267159 64364 64777 695008 139412 150000.0 419540 92536 17461 0.0 Biological Sciences 820651 741565 309671 69317.51 60000.0 194109 48978 215118 118632 212125 624602 379457 282113 4088 73403 24167 17575 355340 41547.47 27617 453015 1515659 33382 1192097 81811 111771 2003
8163 9821 8991 19035 10620 13412 1477 5665 3748 6054 5667 10356 31021 3477 1545 17650 7253 150000.0 8571 2761 672 2000.0 Botany 23212 20068 14775 55794.87 49000.0 2064 397 7092 2885 6872 5711 1385 10386 117 1248 88 2029 11295 29709.67 638 11580 40862 2750 29807 2476 1943 2003
71515 65350 41995 129255 35628 166116 11256 59317 90695 79386 27174 13987 195659 4466 5412 49565 15556 150000.0 69272 10928 4445 0.0 Chemical Engineering 192525 135926 78927 79616.1 80000.0 22265 3355 40546 8038 60063 21261 6733 66292 1081 10743 2023 4487 64405 32155.72 1320 18454 242089 5885 177830 15427 10270 2003
117072 207088 88878 261270 136843 343285 39262 110167 102477 158842 116451 94124 482106 20573 19946 192358 44696 150000.0 160371 26163 10238 0.0 Chemistry 410881 292655 124307 74872.95 70000.0 63911 13677 105618 38218 112058 160280 101212 128121 2133 24189 6460 8676 125445 38347.08 4913 133549 603239 15515 450451 22822 29015 2003
188350 99352 54575 278394 57857 259714 12045 137368 166012 96809 16174 14327 357318 6078 4939 47822 83278 150000.0 155013 11890 10533 0.0 Civil Engineering 372919 280202 124393 74806.96 71000.0 53857 4349 50028 12741 64737 72311 1780 136284 2041 7625 2872 4229 138418 29962.56 1000 47520 420742 13395 312310 16512 13048 2003
337529 329533 169137 913971 215610 861731 65170 751454 406077 397576 65274 191909 1141939 55269 43048 493920 88299 150000.0 377266 69562 35904 0.0 Computer Science and Math 886051 621904 370631 74335.41 73000.0 164110 41585 182766 62370 155376 159159 30095 268681 4815 45851 11010 25725 280949 33457.39 8623 266541 1379971 55266 1046724 47054 75392 2003
14132 8957 3164 65515 10221 29706 7372 14971 7260 15693 944 4168 61877 3975 2752 25459 28003 120000.0 29889 7998 741 0.0 Criminology 54112 42787 8866 47885.71 48000.0 19031 5108 15183 10488 6628 20132 4247 14779 105 4118 3626 2229 22490 24260.73 0 16690 79571 2511 57376 8339 9318 2003
4648 3496 1282 11802 2838 10253 2749 6484 3625 4061 989 2847 17120 1097 1870 6165 4021 150000.0 6893 4175 897 10000.0 Earth Sciences 15115 10783 7869 68179.1 65000.0 1730 0 3263 3410 2987 3672 621 4362 67 2884 177 0 4820 33526.08 0 5274 21280 897 18268 1872 2982 2003
354346 129077 101496 439059 100326 513086 72737 177590 105439 140462 29691 47543 611876 37729 31665 218079 51247 150000.0 237129 64729 13784 0.0 Economics 534424 381787 215081 76329.57 72000.0 65258 25456 111464 77651 72053 230862 68673 151754 1417 33971 17837 18006 328735 41856.81 8784 108941 752503 29163 585748 32129 68935 2003
201628 274258 164480 493727 157979 593893 33787 401557 371849 338777 44555 35139 677605 8761 15719 76088 48573 150000.0 210036 31749 33325 0.0 Electrical Engineering 752638 415626 280338 83006.83 81000.0 90659 8737 110173 30061 172204 63282 10107 167633 3954 26288 11435 12318 209333 31421.89 5649 84501 828727 40949 573587 25498 31763 2003
20843 33277 4658 59776 21380 39360 7866 22998 15000 26131 1332 8384 74948 3581 1856 40516 27203 150000.0 31555 5457 1637 0.0 Environmental Science Studies 43386 45322 17833 54399.1 50000.0 8248 2593 4705 11978 15131 18880 4961 21553 223 8044 698 3385 30637 26405.83 854 20047 83902 4249 70996 9102 5864 2003
8099 8500 6220 25664 5257 20063 1287 6624 4000 9764 2506 4384 27594 2438 1727 22111 3147 130000.0 10697 3328 656 0.0 Food Sciences and Technology 13852 16890 7655 59188.12 60000.0 4118 573 6929 1205 10115 4100 138 12255 101 408 490 893 10353 28929.12 105 7287 35963 1441 25626 2201 2075 2003
30323 15865 2528 65533 8186 46352 10569 21426 11333 13566 4034 7534 67403 2188 4641 8708 13518 150000.0 23595 10552 971 0.0 Forestry Services 78960 44515 16599 55360.36 51000.0 3802 3220 19169 9202 20228 16243 1503 20285 222 11616 2132 1586 37923 28977.85 0 12094 87668 1096 81338 9920 9668 2003
3006 6343 2634 6298 6606 6911 1222 4946 4200 3609 2586 5498 12773 209 350 5997 365 150000.0 3287 350 0 1000.0 Genetics, Animal and Plant 8152 6588 2234 63450.0 57500.0 633 362 1376 371 1849 3756 3031 1705 60 114 0 0 3056 39327.15 237 4160 14149 0 10881 92 400 2003
38383 25776 4269 89942 24503 67176 17784 34193 25371 27342 4970 17156 108379 2801 14657 40965 24047 150000.0 36993 23853 3115 0.0 Geography 88015 66156 31395 57044.37 50000.0 12462 2241 15631 25172 17239 27045 2673 25687 293 13193 2572 1855 45678 32697.47 234 28946 128981 4971 112250 13939 22141 2003
50651 58424 6263 90822 34218 82937 13132 34215 34526 37976 15538 25130 130268 4112 6978 30721 22201 150000.0 41637 14361 3535 0.0 Geology 135720 87787 58594 65492.4 60000.0 5995 1564 31194 12979 24595 23977 1488 28939 526 13472 4595 2333 52193 33513.82 417 31683 166442 4980 154184 9324 12669 2003
13611 9986 426 21847 8704 25333 4821 11658 9875 6564 1204 6264 37192 1933 1480 11013 5595 150000.0 16888 3557 143 1000.0 History of Science 31117 19674 13172 62444.44 55000.0 5457 195 4795 6158 1668 18274 5908 6497 63 5124 806 1369 11519 36738.3 0 6800 42130 143 36247 2836 3630 2003
29712 31277 12203 105246 15876 88975 10340 80100 33936 34617 156 9461 109779 4216 3214 50348 11342 150000.0 37542 5112 2783 0.0 Information Services and Systems 72443 63826 15757 67952.38 66000.0 28509 3868 7979 4273 18599 14315 1633 24576 441 7060 1489 3732 27279 29278.29 2167 11607 122792 5034 82081 2298 5511 2003
44278 18528 9055 64706 18617 72495 16110 22698 16818 19657 3088 12230 99749 7971 7464 70437 15024 150000.0 34970 19017 2681 0.0 International Relations 50746 60868 34769 65545.02 60000.0 12836 1465 15637 23596 7034 40709 18620 21564 211 9653 6762 1151 49558 38222.68 2351 24123 121183 5796 99292 6832 17913 2003
8560 4508 1163 18403 6427 14327 3104 5669 5013 6543 2046 7172 22832 4165 1581 21747 1333 150000.0 7632 4075 836 0.0 Linguistics 8532 12695 6770 55246.15 49000.0 7022 1899 6539 4489 3464 5527 3060 5356 65 208 628 71 6080 36315.9 1483 8313 30278 908 22094 1877 4654 2003
221255 191875 96678 444727 116871 507456 28442 221282 317817 253782 24707 22113 578875 7249 13452 52113 49306 150000.0 215602 26947 18267 0.0 Mechanical Engineering 650760 424273 226652 78260.78 76000.0 46136 9679 98831 26082 190085 67755 6787 216207 3014 21673 6958 9336 191137 30478.73 1985 60909 702873 25168 560059 15974 23117 2003
12423 11403 10724 31921 7475 27691 3765 10597 4752 11212 1862 5893 39061 5900 5005 45791 5476 150000.0 13825 3647 0 0.0 Nutritional Science 4028 20935 13459 52636.36 47500.0 4533 2612 10307 2438 5631 18847 2577 12244 88 1704 509 0 13977 33643.22 124 16638 49819 451 34561 2833 4651 2003
16916 15391 5382 41568 12166 29758 4641 16870 13301 11891 5814 11549 50228 462 2430 12126 8920 150000.0 18395 4000 1172 1000.0 OTHER Agricultural Sciences 48371 33490 11396 53594.59 50000.0 7783 150 8927 5318 14389 13759 1720 19814 148 2996 940 0 26557 32080.43 0 11856 60498 1343 47333 3215 6192 2003
3220 5072 1351 6307 2209 4809 965 4290 2246 1786 1181 1279 8794 0 0 2490 2706 150000.0 3073 590 423 2000.0 OTHER Geological Sciences 9148 5529 4150 70377.36 64000.0 1053 0 2420 980 763 2806 0 1686 53 833 294 0 2220 28132.4 210 1268 11638 423 9234 1628 99 2003
14483 11323 2728 30782 8571 29465 7400 8713 4461 12082 2489 8290 43600 1913 1559 18398 5844 150000.0 14375 6264 1001 0.0 OTHER Physical and Related Sciences 34036 25886 15327 64977.61 56500.0 9071 0 7741 9038 5272 13990 3837 9389 134 4171 1779 92 16043 38939.8 0 9506 52434 1093 40635 4543 8105 2003
3179 3012 331 4786 2448 5221 843 2611 2696 3483 849 457 8813 460 1232 1675 3135 150000.0 3654 1793 0 1000.0 Oceanography 7677 5845 2987 72000.0 75000.0 758 300 539 2195 2336 1530 729 2308 32 1656 0 0 1837 41099.41 0 1602 9352 0 8262 1459 1052 2003
2798 4331 691 8471 1400 8524 510 6947 3437 2889 1162 3297 13052 0 1137 2785 1231 132000.0 1946 880 1132 5000.0 Operations Research 11632 7312 4783 67454.55 65500.0 992 0 148 1137 1932 3167 0 2574 44 100 584 84 3942 30422.19 0 3066 14416 1216 12733 2336 1137 2003
274769 249570 114023 554432 153887 619938 48733 351233 352206 315272 43091 49039 741004 17757 25733 115201 72027 150000.0 283316 46626 18463 0.0 Other Engineering 778073 510588 274632 77825.49 76000.0 97875 12597 125585 55770 194093 109163 21119 258801 3272 35386 20432 12100 260227 32867.5 4268 121294 893274 26685 681377 38164 47940 2003
3538 2644 3530 4842 2674 7620 864 2496 1240 1772 2207 609 9851 224 459 4507 1622 150000.0 3221 0 0 0.0 Pharmacology, Human and Animal 6158 5957 2344 69186.05 65000.0 1984 274 814 1059 1149 5034 1273 2196 43 686 985 0 5045 32341.38 0 1809 10666 0 5152 754 74 2003
17152 11001 2750 26925 10757 29842 6870 14635 9947 15688 3007 3551 40113 2018 1013 12375 6720 150000.0 21206 5176 205 4000.0 Philosophy of Science 34245 24587 12691 65752.69 53000.0 4909 477 6178 8646 4744 18215 3997 12559 93 3260 1543 0 16861 41459.16 0 11817 46620 329 38961 2312 2939 2003
43296 84778 54924 90226 62144 134644 17033 110818 93143 83055 65457 45738 201406 6359 5592 40205 21024 150000.0 50857 15036 5961 0.0 Physics and Astronomy 208290 110196 82649 81201.21 80000.0 14544 4449 36325 18673 36113 29587 10163 43282 1153 14979 4850 7758 40453 35810.11 1773 45684 248495 10764 179027 9082 12158 2003
12215 11251 4061 32888 7522 33773 6047 12803 6434 6543 3960 11301 46404 2524 671 26642 1329 150000.0 14689 4869 544 1000.0 Physiology, Human and Animal 25463 28550 7438 71190.91 62000.0 6702 648 4996 6755 3652 26996 7819 11937 110 3820 0 323 14138 41294.31 104 20677 52105 706 41343 4626 3487 2003
22887 29931 5604 60611 18868 52446 5657 20785 13395 21557 8625 12023 78825 1609 4469 28360 14356 150000.0 26826 8753 358 3000.0 Plant Sciences 63870 51037 22385 56907.08 51000.0 8537 1427 12877 8116 22854 15924 609 26220 226 10906 1706 425 31920 31330.71 0 22859 92230 527 78089 9300 9180 2003
431206 186228 39603 550826 146937 638985 124963 215369 118734 204066 34806 108997 929940 45235 54283 387187 181958 150000.0 396724 139164 23128 0.0 Political Science and Government 722785 569458 249921 70996.85 64000.0 164234 31747 144212 177438 94772 448525 274419 220766 1902 62812 29313 13539 421577 41758.58 14947 191251 1109972 35819 906135 62299 148976 2003
434674 328498 67018 980879 228410 871718 158498 360439 188242 289397 125922 355918 1464710 138686 107863 1235835 237074 150000.0 596994 148260 27634 0.0 Psychology 611031 824542 620125 55759.49 50000.0 290544 79975 321291 193793 102931 727746 119939 339699 3688 91752 49467 34895 561723 34523.4 30917 552934 1846866 60864 1489303 123247 176839 2003
6322 1294 1258 5987 1774 9928 1507 3107 2511 4280 117 689 13572 130 490 5256 2955 150000.0 6505 1881 0 0.0 Public Policy Studies 10008 8577 6236 71500.0 61000.0 2205 0 1691 2732 2151 6521 2924 4854 34 1299 0 0 5994 43012.51 123 2665 15264 0 11801 616 508 2003
216968 127940 24258 570507 81918 381479 76022 167948 83881 136404 28088 138218 655698 64026 47432 573288 136000 150000.0 271747 87387 13911 0.0 Sociology 289050 374277 229283 52772.05 47000.0 158734 53971 180945 95467 58088 284775 34460 156161 1417 49133 18273 16037 268517 32688.41 6348 224630 862339 25695 679346 65055 94264 2003
9367 12176 8923 16722 8634 17971 1322 18358 8681 9078 2725 3529 25057 1215 779 11304 3556 150000.0 7336 1975 555 4000.0 Statistics 17503 14561 8189 76937.98 74000.0 1180 157 2705 1709 2641 4965 1170 5103 129 1188 599 490 5682 35048.57 96 4132 28807 1045 18704 1149 1179 2003
31501 42543 18619 54969 24066 87896 12174 29080 13687 23316 17261 21489 127944 5174 6842 55760 18559 150000.0 43560 10308 1048 0.0 Zoology, General 102729 69066 36922 77508.08 67000.0 9302 4218 25906 10116 18113 68898 49337 30469 433 10210 1141 4057 37391 44933.6 3548 43759 158489 4639 130569 7121 8285 2003
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Management & Administration 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2003
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19063 78426 45846 191812 70071 93078 7586 22055 27061 44467 1229 53965 165946 5281 4826 153297 18903 100000.0 27688 19210 1048 0.0 Biological Sciences 88305 64343 47049 33973.24 32000.0 43076 19942 68210 15538 42267 59146 1511 38065 1009 14188 4662 7393 44407 19812.57 65492 52423 241602 7447 152681 16124 17037 2006
2138 10629 7820 13109 9189 14278 582 4669 9608 10686 587 4065 19442 393 390 7465 1099 100000.0 2914 1225 123 1000.0 Chemical Engineering 14460 9632 7623 49521.99 54000.0 3026 376 2034 1100 8051 1803 606 5213 523 930 141 547 2788 20411.87 1782 3578 21925 448 11079 1263 1090 2006
3109 17303 7795 27827 16747 15636 1811 3888 7861 11603 643 12638 29961 799 682 19249 1688 100000.0 5338 2291 467 0.0 Chemistry 17778 11337 7718 32291.44 30000.0 6311 1584 5340 1900 12080 3508 839 7332 549 1447 664 2195 4612 17483.74 4959 10971 37027 1726 22921 2162 2540 2006
9076 14226 5123 22300 9451 23148 318 6146 19811 10125 187 2584 30464 148 209 7069 4732 100000.0 4615 593 65 1000.0 Civil Engineering 24940 20046 9522 48523.4 49000.0 4637 457 1239 568 4339 5073 0 11372 577 139 189 126 5340 16977.92 1340 4154 32009 306 22248 1605 516 2006
35351 83182 73839 198024 62315 156065 13571 127976 85968 91138 152 40167 212446 4668 5507 68313 16214 100000.0 36121 13936 3018 0.0 Computer Science and Math 169518 81279 39604 41451.5 40000.0 40507 5895 14538 15554 36960 21878 50 53654 1732 16960 3630 10709 57251 21675.15 11749 48198 237830 10846 123484 14856 14031 2006
41841 23343 22290 76202 18945 60849 6507 14405 14559 21708 472 8065 73783 1037 2434 32957 4868 100000.0 20121 8642 599 0.0 Economics 53025 34581 8995 42750.66 40000.0 13581 3727 8932 9772 7585 25421 313 21601 754 7239 1133 3071 37450 20072.61 8179 13138 85983 3268 50111 4819 8831 2006
11734 48638 45212 57305 37827 67578 3594 55354 50151 49941 681 12180 87139 1824 1070 17579 7380 100000.0 10179 2824 866 0.0 Electrical Engineering 78508 33472 38101 52363.55 54000.0 14596 2740 5259 3786 25245 6326 0 20938 1048 3924 460 2309 14760 21356.54 4706 11772 96087 3689 36279 4070 3235 2006
9531 31338 16273 38121 22405 44928 1919 18448 39048 33357 197 7021 55659 473 214 7435 3710 100000.0 7885 1777 270 0.0 Mechanical Engineering 52117 29319 21234 51757.74 53000.0 7166 1108 2802 1808 16683 3538 0 18007 937 2049 702 684 11688 19438.1 2539 6701 59552 1090 36113 2619 1663 2006
9722 28593 14990 40296 21338 35375 1723 16141 28681 26138 828 11239 52295 623 537 18877 5681 100000.0 8307 2603 228 0.0 Other Engineering 41349 26590 18735 48324.37 51000.0 8459 2354 5973 2418 15758 4686 366 17395 1301 2026 709 1508 8732 20322.57 6337 8930 60225 1957 36777 3359 2615 2006
1537 7508 3268 11446 7636 5756 889 5774 6016 4810 502 8667 15643 253 352 4512 1219 100000.0 2024 1223 109 0.0 Physics and Astronomy 14468 4710 7032 31212.45 25000.0 2186 1432 2689 1134 3546 956 0 2429 466 1247 353 778 2206 21023.49 2481 5271 18980 647 13526 860 1453 2006
36835 32683 12832 128466 25324 79308 16797 15481 13725 31934 96 19061 117320 3553 8122 73845 18950 100000.0 35057 31867 1135 0.0 Political and related sciences 71354 58855 15921 33684.47 32000.0 28540 9019 19245 31655 10320 34865 717 28237 824 19990 5936 6260 56228 19023.68 20411 26222 145199 8635 103827 12356 28904 2006
45661 61703 18054 237006 42417 147132 24811 25392 24150 54201 996 76839 246971 8973 12204 222071 22999 100000.0 66545 41719 2220 0.0 Psychology 67364 106335 50135 30293.59 29000.0 62176 9847 33177 43645 14708 109676 1297 45609 998 27047 9260 9209 84154 16892.16 27830 99147 289435 9287 209204 30403 44584 2006
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62991 46700 5032 114523 35472 126567 14930 11254 28803 36086 9835 21339 160130 2217 13676 66802 12224 150000.0 41040 28836 997 0.0 Animal Sciences 116716 97185 30369 60747.8 56000.0 15509 5651 18786 22479 48016 45523 28791 54960 341 19835 1848 804 72820 36146.04 4067 38940 183518 4602 162977 14578 31495 2010
58115 51970 11864 134465 30408 111993 34052 12488 44016 52447 12041 61637 192131 14522 15648 158629 18501 150000.0 58934 33616 2308 0.0 Anthropology and Archeology 80959 114229 72599 55191.84 48000.0 29867 15413 39385 28966 24148 51166 20482 51322 490 27415 5146 7975 80048 38121.16 7043 71188 239587 8071 197856 26769 30926 2010
44326 30097 14183 89261 21376 77105 23651 16387 17602 34593 7647 47608 138861 6602 12010 113328 14148 150000.0 35466 26285 2122 0.0 Area and Ethnic Studies 72015 83099 73040 57317.73 50000.0 43380 16009 40498 23354 6543 47118 15395 28768 406 13639 6723 5862 53682 39393.11 3463 56536 185343 5983 127780 16700 22177 2010
7205 12334 2661 17271 12906 13634 1880 11911 8016 9732 1982 3161 25946 173 8479 10206 9151 150000.0 1332 10224 53 3000.0 Atmospheric Sciences and Meteorology 16833 8805 6685 71431.82 67500.0 547 157 849 6187 6670 7606 1101 12685 132 4742 4 191 6974 34223.15 72 3656 27039 244 23830 1042 5137 2010
31930 74783 36325 73334 55497 99775 9119 24866 30311 45507 33448 35994 154562 5034 6121 79820 18793 150000.0 35989 10276 2606 0.0 Biochemistry and Biophysics 99271 92768 34283 74355.9 68000.0 17978 3643 19034 11168 32280 62122 38025 43072 517 10597 1883 4106 38133 43356.7 5508 48763 179091 5495 124788 11246 9698 2010
386861 609394 235132 962464 447678 1095102 118852 156596 234076 340383 162912 380267 1661480 94960 74850 1048629 186111 150000.0 397959 142847 26282 0.0 Biological Sciences 985584 948692 457795 69541.25 60000.0 293240 88570 320061 148946 309570 809881 451042 417397 4303 109491 21617 44960 491774 41011.98 78721 616961 2034213 52671 1505840 157549 140217 2010
4085 12898 9937 18794 11330 15293 595 2328 5834 9531 8683 8193 27417 1685 1058 19576 3931 150000.0 7491 1905 1153 0.0 Botany 20653 17047 10784 56198.28 52500.0 1269 4638 11174 2374 6281 6358 1969 7753 116 1771 1005 2068 9289 34256.38 536 10034 40229 1638 29023 3102 1875 2010
78718 82390 57413 167836 53322 201041 13617 50872 96577 92558 22554 17104 233060 6618 9577 70029 14915 150000.0 60127 11141 8667 0.0 Chemical Engineering 214351 169212 83865 91790.58 93000.0 42330 11511 34138 10853 71121 40900 10124 87275 1380 13363 3994 10847 74381 37099.78 2669 39196 284379 17181 184636 20743 14718 2010
118215 217578 114027 274792 159676 347523 42448 72679 112423 166392 120277 104714 501954 27117 19701 232072 49717 150000.0 99926 32527 19321 0.0 Chemistry 419825 301690 155466 74352.53 70000.0 74201 32816 125512 30002 127392 161239 101362 157101 2153 19455 5890 27162 128293 39587.35 14042 156569 651897 24431 463669 46390 41418 2010
209452 124981 70091 332381 78757 287503 15969 71111 202797 100754 13111 14049 406613 5167 7672 78843 105061 150000.0 117706 13907 14009 0.0 Civil Engineering 413318 309000 142378 82362.83 80000.0 63533 17782 66746 17856 62468 100095 4290 182820 1910 14323 3171 14082 152252 34963.45 2057 64611 492161 18802 358537 45652 17048 2010
404961 505088 378088 1317437 357559 1230273 83284 868663 537897 535637 92686 259875 1613827 90355 44471 641258 123679 150000.0 364184 93858 51742 0.0 Computer Science and Math 1339929 826177 531929 78681.35 76000.0 247279 110457 291170 96228 223300 291436 39134 393192 4698 84473 20323 44586 392290 40030.75 24227 366825 1981187 76190 1355819 156894 98410 2010
36749 20106 6080 76687 18718 39738 7072 4569 10127 14882 381 5189 83731 4059 5138 39443 38804 150000.0 44376 9511 461 1000.0 Criminology 65996 62608 24043 56154.32 50000.0 33934 4320 19684 20925 7084 35986 4329 38354 162 7625 473 2169 36508 29613.57 946 29186 105439 2024 65425 10193 11433 2010
9679 13591 2093 25481 10546 20547 3025 6102 5988 10426 3485 15815 42071 1167 2293 16845 5709 150000.0 20847 3611 556 0.0 Earth Sciences 30732 27973 16955 65052.98 60000.0 2685 2122 4950 5340 12188 8866 1656 15936 151 1794 1902 485 12302 36109.24 6 19726 47577 556 42799 4358 4115 2010
517882 192056 165934 671124 137778 732613 78294 138580 156870 184411 37171 85446 893578 39279 52586 315344 75519 150000.0 269969 110165 28618 0.0 Economics 785427 560935 286813 81043.54 75000.0 135695 57659 156304 112017 87493 381949 105663 225000 2182 69895 11674 41527 442233 45170.05 15767 148844 1100771 50889 799143 74926 101041 2010
228672 336706 291717 573083 208881 705682 39860 416304 433538 400599 48317 51201 817682 21688 17989 124749 60799 150000.0 175560 38787 29027 0.0 Electrical Engineering 857378 515098 347084 94555.87 96000.0 112539 31047 124704 38988 201920 92131 13643 254736 3580 33571 7812 24853 224897 36297.81 6561 122102 982128 39742 577871 64906 36400 2010
36564 42986 5801 98893 33594 56817 9893 20512 27106 33843 1705 20095 112767 2411 4098 61494 35854 150000.0 35652 11707 1649 0.0 Environmental Science Studies 72996 78403 27487 60028.71 55500.0 9672 6157 17207 16392 22258 33224 6405 39915 418 10506 390 1762 43369 31581.94 3302 33981 134490 4516 119017 17510 11127 2010
13319 10795 9094 35279 7345 28972 2806 1720 6692 10511 1139 946 36703 4741 2092 27849 6785 150000.0 6283 3962 166 0.0 Food Sciences and Technology 18916 23085 9906 77016.0 75000.0 12015 2991 9534 2733 8773 4796 441 15343 125 626 2947 326 18310 39962.48 273 5350 46764 527 25655 1896 2850 2010
21814 16866 2012 54029 9207 30934 4011 8314 9853 14354 3216 6827 52109 1383 2708 11920 14348 150000.0 12854 8774 2353 1000.0 Forestry Services 59739 39693 14169 60871.24 55000.0 2977 3700 16577 7471 15053 16651 243 16544 233 6345 2246 1525 24780 33776.15 111 6666 71659 2973 66670 9589 6518 2010
6866 9883 1458 12204 7695 18805 608 4059 2930 7020 3615 4581 24030 70 572 11154 644 150000.0 4715 4333 564 5000.0 Genetics, Animal and Plant 15397 16006 5541 74181.82 71000.0 1046 425 1773 898 4426 8158 5192 6706 66 3908 0 184 5752 39798.69 656 8005 26552 748 24048 4388 811 2010
33317 41127 4491 108980 25871 72169 10844 23319 22613 27446 3875 20135 124848 5770 10889 51928 32544 150000.0 34600 28155 4977 0.0 Geography 110432 63583 44525 60547.11 54000.0 13542 4402 29047 26566 14719 35206 4980 40449 329 17352 2514 7234 58598 38224.53 2176 34347 162360 8465 144327 15649 24193 2010
41285 51514 5587 75783 30525 73811 9769 13352 27612 30726 10167 22888 116364 2975 6256 35163 19665 150000.0 19214 12831 2537 0.0 Geology 109857 70142 57289 77244.71 72000.0 8394 4799 23885 11501 18968 25447 1782 28073 662 12156 2216 3211 39274 38872.78 504 31576 145020 4772 131040 20188 13775 2010
8937 3072 310 14382 3119 11141 2544 1525 2000 4518 252 4910 16825 0 1752 9853 773 150000.0 4985 4745 863 0.0 History of Science 13463 10950 5790 56027.78 49000.0 3078 3654 5602 5212 1154 5247 2891 1836 36 1442 0 863 4817 40336.79 146 4826 23315 888 19928 1955 4771 2010
71220 65858 30245 202292 52088 194155 16217 141035 86478 74808 278 20819 238400 7606 4401 90080 23426 150000.0 60184 9860 3387 0.0 Information Services and Systems 175782 125876 60709 72775.95 72000.0 74222 3782 16586 15442 37024 40290 2582 67009 607 11664 3617 6667 56936 34412.41 271 43909 265862 10875 161395 26465 10091 2010
69485 24803 13915 90176 24658 105643 26459 13238 19170 30521 3355 28574 158582 10268 10519 114751 24365 150000.0 40665 20441 2741 0.0 International Relations 71964 103440 63860 70642.34 62000.0 20674 7304 21310 29368 8788 73506 29324 34850 411 23359 2695 3774 71677 43630.95 4916 34693 186715 6823 152126 19729 22894 2010
25813 10069 4870 44436 11053 44183 7289 10501 12193 15606 2825 11220 55923 1594 5747 44489 520 150000.0 10940 10212 1306 1000.0 Linguistics 26962 27450 13773 53377.36 45000.0 9058 980 8439 3138 3486 18011 10417 18366 106 6269 4220 7160 21281 39061.23 1398 21094 71452 7090 57523 11332 4629 2010
238761 253344 153792 516679 163657 600322 33029 173164 403833 331166 26563 45461 697750 12745 20338 76375 51967 150000.0 167908 30586 24035 0.0 Mechanical Engineering 764916 471734 288657 87502.12 86000.0 87688 34513 104135 31173 206267 101694 9391 241676 3063 37352 8277 28634 217230 34817.73 3897 105855 841291 39405 599811 49622 41461 2010
14657 21913 17867 51529 16680 49459 3223 6976 4879 16781 3067 9677 64187 7569 3866 79761 5052 150000.0 20605 4977 7521 1000.0 Nutritional Science 6631 35778 28116 59142.86 52000.0 10788 4497 14323 4154 5494 42259 3680 19959 140 5054 3101 1166 25358 36576.43 0 32584 86392 7882 57737 5369 5205 2010
21466 16124 8450 58378 17935 31891 12310 7739 10652 18440 5547 12797 57593 2263 5073 15312 12905 150000.0 20419 9102 1382 0.0 OTHER Agricultural Sciences 59942 35210 11266 57295.3 57000.0 4979 3932 14592 8967 10968 6004 65 22858 149 6684 321 958 26863 30859.21 2951 8761 75255 3069 61825 9674 2826 2010
3324 7881 2262 8403 4660 9484 1082 5457 5137 5839 1630 1747 13042 443 1096 4006 1810 150000.0 2812 1137 240 9000.0 OTHER Geological Sciences 10728 7646 4701 73217.95 61500.0 1104 333 1337 823 1388 1644 0 4654 78 853 0 116 3297 39944.65 2 1787 14734 355 11369 4045 921 2010
10674 15648 3781 26951 10529 23943 4645 6815 9279 9524 3333 7708 40263 2833 4038 17331 8612 150000.0 9067 4999 1036 1000.0 OTHER Physical and Related Sciences 30930 22576 16562 68590.55 58000.0 8240 2918 6923 5591 10647 11843 1415 12663 127 2804 2215 997 9194 40669.47 456 11598 48261 1075 36239 5036 6033 2010
2720 4463 366 2327 1850 4958 557 2260 1103 1679 1660 865 7785 0 741 2915 1962 150000.0 1474 743 0 11000.0 Oceanography 5097 3578 4025 72459.46 67000.0 916 0 227 557 1132 1276 0 1647 37 638 747 0 1865 38787.59 0 1488 8012 0 6730 1343 743 2010
4349 5125 2688 8516 2365 11340 215 6495 6734 4909 181 2025 13477 131 215 3661 112 150000.0 1865 393 641 8000.0 Operations Research 10980 10807 5944 81764.71 80000.0 1426 705 523 374 2978 3949 0 5288 51 0 0 609 5358 36704.54 0 2976 14641 641 10527 1006 552 2010
311885 336859 163937 686266 200294 740482 51729 321547 422624 365445 50296 53433 893539 28114 31559 186315 99624 150000.0 247067 62834 29902 0.0 Other Engineering 932311 592499 356739 85724.64 85000.0 181540 45087 179436 69838 241306 148067 25325 318578 3174 37421 9594 32318 270037 38368.13 16917 159370 1118625 45651 773149 65962 57350 2010
1945 3638 5691 8683 3365 10495 1571 1511 1178 2868 2914 1263 13404 0 132 7412 1646 150000.0 3180 1385 59 5000.0 Pharmacology, Human and Animal 7211 8684 1329 89189.19 85000.0 3103 297 1159 229 163 6489 1697 3712 37 1661 154 0 4170 41376.88 0 2812 14623 59 5829 892 1385 2010
10481 15375 8090 25870 4855 13913 3754 3927 7419 11967 2173 12639 28694 3013 1408 20252 2142 150000.0 13352 4011 612 2000.0 Philosophy of Science 24877 22579 11519 70586.21 70000.0 10792 728 15683 5164 2765 7291 5566 7756 58 3414 737 706 11217 46545.6 6506 16687 45128 752 26246 3600 3722 2010
58705 106799 65067 100056 84830 160756 16361 99963 100136 94242 86135 63206 243215 4040 5067 46240 19253 150000.0 39418 16515 7999 0.0 Physics and Astronomy 248097 143630 97319 75886.38 72000.0 22792 14016 41200 14176 44139 41724 10828 58750 1109 11083 5058 9759 53771 44609.41 2483 73865 294337 9922 206478 20630 15169 2010
17411 24560 11694 35127 22813 49496 2774 8620 11140 13803 5908 13266 65610 6863 645 42421 2848 150000.0 14665 2255 482 1000.0 Physiology, Human and Animal 35325 41465 23509 73904.0 60000.0 11086 504 10471 5753 9883 33018 13202 16368 125 2665 0 1366 21718 43197.67 1491 36327 77746 1665 54965 3818 4192 2010
37649 41247 10279 80031 34807 77007 5420 18693 31611 29007 10785 12733 105729 2481 5331 31835 15989 150000.0 32381 8931 2136 1000.0 Plant Sciences 87278 76455 26892 60036.7 56000.0 11604 4225 10345 9707 36917 16791 1404 43213 327 6716 1060 2934 44887 35197.93 222 24468 119113 3039 97230 10345 10822 2010
474839 216223 55852 627436 181399 730994 118195 112385 131478 252310 42812 157038 1096170 41610 62899 522515 208139 150000.0 345869 145889 33787 0.0 Political Science and Government 844263 686189 336171 78265.49 70000.0 206753 69656 212787 159447 96556 532396 360359 274045 2614 76464 24984 37815 454013 43818.68 30643 275338 1366778 57821 1104173 129876 155770 2010
598508 535048 107738 1574224 348760 1268463 231426 211668 282396 482298 150039 535634 2094611 192466 140879 1860747 290515 150000.0 636386 259274 60377 0.0 Psychology 873553 1157559 861931 57583.93 50000.0 497655 169954 504185 259957 144020 1008477 148105 519992 4492 167596 37452 118123 748391 36998.42 55933 864066 2734299 135503 2128906 308970 268654 2010
11378 6708 1471 9905 5137 15807 2438 4874 6517 6130 538 2023 22784 1174 1254 12081 4954 150000.0 9875 2376 101 10000.0 Public Policy Studies 12333 14203 10713 71771.43 65000.0 3584 789 1530 1750 893 10731 3258 6258 70 2895 100 146 9611 38807.28 94 5612 24414 101 19359 3148 2308 2010
243287 159005 46156 689792 118075 451703 94223 90251 87220 153057 39166 185936 787985 57262 59534 746468 150346 150000.0 263406 91201 36062 0.0 Sociology 353444 447231 318175 56771.64 50000.0 262530 80804 242134 115385 57953 361528 52779 207364 1791 61930 19907 31627 317582 35543.44 18689 304067 1099912 69793 791226 106648 105289 2010
12836 11703 11651 26067 7770 23873 738 12659 9961 7746 2557 5389 31635 4954 842 20240 2373 150000.0 7224 1225 150 0.0 Statistics 19628 16226 11244 77250.0 75000.0 3434 4659 7763 956 2133 10990 0 6742 144 957 774 358 10936 41000.17 272 6581 39868 471 24784 3581 1551 2010
37231 41538 15861 73882 28818 101396 14929 12824 15114 30298 20023 27694 151901 5233 4627 67093 22810 150000.0 39441 12891 1800 0.0 Zoology, General 127433 98781 39182 74118.46 67000.0 13076 8646 40176 17352 23798 81951 61438 37989 363 11334 2032 2679 47618 43729.07 1089 63161 194526 2449 165589 15526 7735 2010
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Management & Administration 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2010
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Political and related sciences 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2010
29891 7494 1838 51255 7063 47919 5798 8405 6022 12426 1692 2633 58822 10 10236 15127 8269 948039.0 15045 6385 268 0.0 Agricultural Economics 52301 36007 12650 80116.0 61000.0 5741 804 8338 11277 11913 20483 1832 17774 149 2550 0 0 43456 97121.91 0 10197 67428 268 59849 3446 9138 2013
74375 41953 4247 104950 39453 120146 17101 11501 21330 42023 11610 16599 149912 2276 10447 68484 13166 1155135.0 33568 17702 2566 0.0 Animal Sciences 99569 87450 28698 65209.2 50000.0 16048 4548 13861 19834 56543 53913 22795 58381 429 11139 2095 4992 82432 71811.42 722 54443 168052 4280 147757 14275 22963 2013
52916 59347 7994 139125 48308 125332 17422 30809 28970 47869 18709 46893 202493 13726 15751 173213 30268 948039.0 44940 30119 6447 0.0 Anthropology and Archeology 97425 113932 88017 56504.47 47000.0 29327 17389 56019 38483 27656 77385 24787 48090 711 22985 8283 13138 85767 63046.19 13806 74608 270638 12127 233317 41990 27826 2013
51901 37789 11477 115399 32945 95145 19279 10086 20284 38514 12842 66811 176274 11486 9765 161600 14317 1155135.0 51621 19056 1664 0.0 Area and Ethnic Studies 65942 96543 80660 61167.43 50000.0 58527 20124 46860 25832 9026 68902 18641 41449 578 14939 4239 6763 62232 85966.42 1720 90314 227542 4409 157538 33003 24650 2013
7891 9855 1973 19923 7172 12588 680 11691 9196 10909 3770 3645 27655 725 5476 13577 11422 300016.0 3390 11353 0 5000.0 Atmospheric Sciences and Meteorology 16170 9083 6055 70568.97 60000.0 1330 245 1254 6847 3305 7641 0 2639 167 452 75 81 10138 44677.65 135 3575 29747 838 26444 1861 5520 2013
34888 71758 42976 85478 60167 111034 15125 21333 29237 50966 32582 38592 169344 6283 6073 92528 19717 1155135.0 34759 10724 4752 0.0 Biochemistry and Biophysics 113274 106583 39346 90704.79 65000.0 25807 4556 27799 18222 30732 72083 48396 38082 709 7851 1417 7608 37860 114978.01 13218 58090 205802 8660 137019 14681 10256 2013
415346 641605 255820 1099126 511921 1205565 118124 174033 278860 429049 166188 452225 1831630 89320 93902 1166867 173840 1155135.0 428909 158431 24389 0.0 Biological Sciences 1092632 1025263 495725 77267.2 56000.0 368313 92762 363044 170069 358918 842414 498460 514357 5798 110669 25899 50134 540985 103690.74 106046 701286 2259499 64825 1635366 233020 168077 2013
5281 13809 10047 18373 9727 18002 2137 2807 4861 9994 8290 6969 27510 1711 2594 19827 2539 230000.0 9504 2111 124 0.0 Botany 19865 13486 9226 58760.71 50500.0 3106 2841 11737 4355 8333 6824 3803 11125 112 3664 1048 250 7374 40777.22 265 13295 39692 446 26539 3022 2073 2013
78642 88195 55090 176074 54989 214838 12587 50040 112941 99938 25930 19518 245692 6738 12066 78417 11335 1155135.0 66673 13280 2629 0.0 Chemical Engineering 217734 164348 81042 98161.18 90200.0 39555 11186 45403 15874 77895 53298 13105 94788 1756 9146 2941 6329 75948 70037.87 1143 45027 296151 5056 201506 21221 12655 2013
108776 208903 110468 288841 149670 354594 37842 74058 109397 152715 124438 104183 495477 33266 16155 244903 36700 1155135.0 107473 26554 8947 0.0 Chemistry 415943 291001 154863 80006.68 68000.0 71518 33665 146086 45220 123998 146680 92704 138317 2428 26207 8729 21836 110977 76451.27 8165 164445 660845 19283 478860 62953 28669 2013
218722 121228 81636 355049 79697 301201 15834 65779 187202 108889 17165 25611 442709 7928 9352 91615 115897 1155135.0 119193 16276 10368 0.0 Civil Engineering 446542 336349 160343 83084.99 75689.0 65733 22300 79398 22934 79850 127406 5600 183970 2609 17120 2034 11501 153582 52968.2 5029 65123 538158 16051 390789 49166 12159 2013
471794 548842 389093 1485666 402489 1372219 90212 983928 589498 589897 92061 318783 1831666 73573 54617 774801 140664 1155135.0 400676 102570 54006 0.0 Computer Science and Math 1467323 972086 619255 82696.72 75000.0 308667 108709 324268 119492 270451 351366 45142 480899 6218 91130 33693 55218 473342 70855.88 12559 501642 2242124 86191 1544364 216199 107877 2013
28108 10729 6424 91430 15263 53071 11448 17381 9324 20504 1837 2737 98349 9803 8864 47963 42541 948039.0 46812 18128 5241 2600.0 Criminology 76185 62790 22592 62427.67 45000.0 38240 9830 17781 25152 6640 46334 8289 28624 200 10071 1648 4021 40622 95489.31 3475 16737 124148 8018 79484 7661 14545 2013
11055 22878 810 31719 17763 22074 714 2559 9511 15912 1978 19711 46274 457 1020 22571 4488 250000.0 10909 3064 134 2000.0 Earth Sciences 30990 21476 18560 69204.62 62750.0 3186 2029 5988 3405 13257 16861 1304 12834 170 1741 148 1237 16323 43447.47 43 22135 53561 1300 49565 13788 3249 2013
584459 230374 165604 790551 197609 859935 89385 162404 183911 208196 38825 97166 1033496 51182 59643 392034 76394 1155135.0 313745 104601 34123 0.0 Economics 888448 640883 332309 99932.09 75000.0 157633 75873 199894 134490 127086 414180 118797 278029 2812 82849 26212 26142 495801 120432.1 18495 194974 1280482 47092 957245 106804 128172 2013
193640 342678 292670 601528 237364 734366 34185 434109 442677 404079 51910 47322 850292 14456 21888 135620 68604 1155135.0 182564 46631 19122 0.0 Electrical Engineering 867464 503738 339520 101808.12 95000.0 124765 34183 120005 53942 231805 103722 10125 272769 4533 40457 11252 21932 214781 72554.04 9033 124874 1003084 32786 585649 81193 29731 2013
47143 44789 6416 103771 32831 66749 10541 21301 27409 36407 2701 20485 120268 2675 3905 64315 33035 1155135.0 33272 9640 1845 0.0 Environmental Science Studies 83752 76604 37510 60193.47 51000.0 15444 7912 23395 13657 18985 33134 4086 38265 607 10072 848 2851 43985 60091.47 3231 42192 148067 4404 126208 18127 11788 2013
17683 15779 8404 41646 10500 24843 2545 3976 8247 15835 1215 4884 39309 5709 502 33579 9582 1155135.0 7946 3289 1491 0.0 Food Sciences and Technology 18657 28035 7010 76429.28 65000.0 14814 4743 10860 3192 8038 5176 2366 21898 142 3049 8 879 11428 100760.32 429 11208 52237 2067 29019 1884 3322 2013
25317 14373 2943 58118 11923 33811 8315 7741 13458 13589 1873 5266 56154 1261 2994 15128 17077 195000.0 15382 7856 1751 0.0 Forestry Services 60450 38516 14750 60024.3 56500.0 5159 2201 17526 11645 12052 15776 837 19145 306 8223 1743 586 23171 34512.1 0 14255 75578 1898 67476 8005 4224 2013
4303 10247 3624 8837 8232 11393 2435 1031 3427 4699 4416 4768 17514 988 1047 7689 1353 360000.0 6062 2771 78 0.0 Genetics, Animal and Plant 11800 11203 3341 75488.11 71500.0 662 563 1803 1241 3240 7618 2895 7417 80 2467 0 94 4255 51068.12 330 8948 19488 172 15202 724 1396 2013
39062 45961 6430 120320 26053 72787 23052 27552 24321 36161 6468 14537 120869 8106 14854 58757 33545 1155135.0 30019 21998 9813 0.0 Geography 112373 68299 42148 66215.87 55000.0 16564 8118 36176 29817 15565 25373 2194 42518 368 22302 3623 7300 45908 84060.41 543 28841 171130 14085 148135 26688 15314 2013
43674 58846 7111 85840 38788 85282 14133 15570 29106 33988 9957 23517 130231 3566 13981 44043 21432 1155135.0 19333 22888 1940 0.0 Geology 112384 73692 59045 85759.08 70000.0 12367 3282 22299 16589 17399 28468 1584 33019 716 20139 2428 3198 34121 85115.33 1630 38935 156427 3897 136949 23378 16178 2013
2311 2477 138 8990 5115 7131 773 1452 1452 6165 584 2391 9521 105 773 9633 0 200000.0 3695 1257 0 340.0 History of Science 3842 3962 2342 66014.2 49500.0 498 161 3954 1571 191 1922 1558 2160 20 1380 386 0 6231 56176.29 460 2096 13475 0 12839 4614 773 2013
102204 77366 29591 256433 73916 228582 10638 168473 118150 117198 1259 26588 296378 6791 13007 108569 41209 1155135.0 86086 12840 6856 0.0 Information Services and Systems 218115 187655 65876 79177.69 72540.0 84689 7225 19023 15706 51139 62113 3116 106374 788 7122 3716 9651 86142 67175.96 492 68753 326684 11283 212404 37127 14053 2013
73074 45029 15711 109219 35480 130620 27360 23906 30181 44197 6176 27743 182662 10699 16813 131158 24300 1155135.0 56004 33323 2465 0.0 International Relations 84622 125912 67339 79241.54 57000.0 35651 5641 25233 39984 9823 87228 33045 33154 597 24772 1344 8433 91358 114688.5 2256 35733 215780 7885 164418 30872 34622 2013
29721 22840 6961 54545 12798 50283 6452 13315 9679 10008 6270 13051 68059 5374 10968 55729 4725 1155135.0 18670 16852 2473 498.0 Linguistics 30754 33209 16222 61308.27 42000.0 15877 1170 12703 10439 5084 17897 9446 11083 166 11208 980 5700 29832 117018.86 400 17873 86483 5721 63645 12185 13951 2013
230148 260687 146696 513956 149475 618988 34879 174523 406038 323246 33803 33482 704998 11365 13023 75242 52528 1155135.0 166527 33752 14340 0.0 Mechanical Engineering 762037 488911 275262 93726.13 85000.0 90124 32941 106934 40392 206034 106745 14258 273953 4342 24123 9437 21247 225504 67327.7 5732 111887 837279 25348 600459 73442 35014 2013
23705 21570 14454 64683 22797 65536 10676 8111 6771 19206 2437 9595 81547 12178 9440 97730 6416 1155135.0 20912 13573 993 100.0 Nutritional Science 9214 41583 38276 62111.79 48000.0 18487 10200 20614 13464 6490 44124 1548 26984 212 5371 1000 770 31293 104170.75 610 29049 106944 4783 74003 8660 17037 2013
23401 12633 5948 52343 8883 41388 10370 17779 15205 13856 2500 8499 54948 394 2417 7905 5061 250000.0 16778 7923 0 3000.0 OTHER Agricultural Sciences 58152 32275 7578 62648.65 60500.0 2866 6084 10358 10529 19958 11535 3636 16942 158 6976 525 318 26552 36584.9 1249 12936 66056 750 57242 2545 5602 2013
4554 4733 981 11428 5450 9229 4336 4446 2432 2261 1244 1606 13263 2255 1283 6206 2429 246000.0 2171 2312 535 0.0 OTHER Geological Sciences 12736 9483 6270 71171.17 64500.0 526 2314 1316 3257 5774 1246 0 5517 102 2416 144 3827 5554 45438.36 2 3075 18942 4363 17435 2305 3612 2013
15743 17025 10594 32223 16073 27793 1132 9684 11262 12996 985 5884 40023 481 338 16944 6345 948039.0 13189 7663 2849 0.0 OTHER Physical and Related Sciences 32657 22639 16263 83918.27 61316.0 7853 3666 5900 3769 13688 17883 130 11534 128 3082 1073 4127 16317 98232.11 4 9735 49601 3679 31154 11090 7775 2013
1206 4622 697 2759 3710 1885 635 1352 377 1601 1599 810 6350 0 0 1645 3654 130000.0 515 605 23 14000.0 Oceanography 5738 3852 3025 74485.21 62000.0 590 174 937 0 465 250 0 3008 29 0 106 25 1113 33905.72 135 3399 7384 97 6097 1109 137 2013
3107 1552 2634 5353 882 6836 647 3502 1037 1681 330 704 9323 232 1253 3770 1783 225000.0 2234 32 241 8500.0 Operations Research 6965 6751 4899 83661.17 78500.0 333 68 689 1425 2599 2509 152 3281 54 64 12 713 3309 43334.58 97 1168 10734 723 7767 1875 699 2013
349625 364479 185347 760959 232088 809715 69405 355608 425704 399727 50380 78135 1003604 22963 46726 225802 115754 1155135.0 284947 56037 19190 0.0 Other Engineering 979240 646558 373977 88803.11 80000.0 191711 32871 172208 87788 284558 183330 19724 352154 4882 47639 15518 17646 328514 72612.8 19051 210030 1205041 29229 827983 113952 65007 2013
949 4422 4180 7637 4050 6206 604 84 423 2456 2896 3437 11608 554 636 10749 1965 190000.0 604 282 189 0.0 Pharmacology, Human and Animal 5301 2521 807 65318.92 60000.0 3388 760 2722 164 1460 5909 4710 1726 37 407 736 0 2098 41375.98 49 3593 16050 1720 8482 77 636 2013
8468 11352 3599 11737 7027 12189 1158 8130 10645 9974 978 9418 21877 2931 1720 10776 271 250000.0 8108 391 1591 0.0 Philosophy of Science 19305 10993 8512 66218.17 52000.0 8909 0 6560 2160 3061 10455 8854 5711 29 1769 0 118 11343 61202.29 53 10491 30081 1644 17573 3934 391 2013
49721 97382 58991 109818 82899 139196 18657 96492 91511 85592 77049 68405 226861 9125 6987 45199 19260 1155135.0 37820 13738 7596 0.0 Physics and Astronomy 246119 118284 96898 79512.6 70000.0 23332 18951 52182 14045 44037 30020 7551 47283 1380 12570 2095 15965 40939 71628.62 4924 77750 291317 12275 208994 26242 14509 2013
16377 13165 13563 28741 10269 38698 8841 3569 6288 11227 5099 9128 55344 3181 2849 37114 7518 948039.0 17451 8405 242 0.0 Physiology, Human and Animal 28485 29792 20493 81837.25 60500.0 12150 907 7648 9400 3770 29748 11265 10027 158 1899 425 2996 19619 109635.78 4838 16725 65599 2607 39886 11429 4617 2013
46277 34768 8935 85151 23912 76753 7471 10344 24283 40248 9110 12393 101783 5994 7375 38892 12637 340000.0 36753 10194 3679 0.0 Plant Sciences 81886 72538 24410 64949.13 59000.0 12059 2891 14804 10771 44080 16173 2106 47552 383 5840 409 2160 52147 43120.54 441 29913 120778 4191 99784 11379 8745 2013
497799 220474 59633 720948 176996 804950 166868 117252 152017 249113 39800 140971 1151991 54961 84862 576177 206070 1155135.0 391258 164864 25990 0.0 Political Science and Government 868475 712055 354753 89113.39 63000.0 228514 63671 228587 206294 114563 559622 329150 310403 2990 106556 38020 49316 490580 123688.76 25683 285944 1444652 64074 1156506 160385 183935 2013
706129 540852 140496 1738069 381104 1499415 231124 238601 294474 467464 157353 572796 2381966 165991 144989 2088486 309755 1155135.0 715728 277136 45775 0.0 Psychology 975080 1230179 992456 58984.01 48000.0 597622 151874 554731 356514 195730 1145345 175687 527775 6416 210124 41041 115782 858445 70423.75 61612 945958 3063565 126868 2325447 356411 315930 2013
12945 8014 1661 24014 6707 16129 1881 3223 4214 9665 442 2756 27467 2908 801 14548 8582 1155135.0 10496 3143 78 2043.0 Public Policy Studies 22539 20097 9189 80572.86 65000.0 6458 2525 9500 2442 3064 12746 3443 7329 95 2243 441 51 10466 120994.06 245 6276 37087 120 28968 6859 2335 2013
226591 155937 51373 749163 126917 490268 97778 109004 90499 169942 36025 214564 825010 56282 57938 775076 120177 1155135.0 260145 107107 24311 0.0 Sociology 380611 451823 323381 56116.32 46000.0 315752 74540 271682 145954 57366 339669 47117 192546 2123 76067 19239 39431 335336 66225.28 13507 329058 1155686 58995 788562 149783 125754 2013
8044 14110 18813 32422 7800 30520 4551 12500 8921 7205 2784 5073 37473 4380 5199 27992 1880 250000.0 3449 6132 1207 0.0 Statistics 19470 10245 12256 75961.32 72000.0 2454 1260 7037 4923 8397 7191 0 15029 174 5053 210 1774 13108 47750.7 337 10695 47462 2952 26195 9052 5935 2013
35406 49884 19721 82986 26520 105155 15231 7788 19531 22673 21470 19871 143937 6329 12060 67329 18911 948039.0 26959 15551 3594 0.0 Zoology, General 125704 64540 29784 81430.43 61000.0 15501 13061 43621 14668 21293 74291 58793 36940 355 8037 5314 3388 43645 92482.53 3707 48418 193032 5474 157810 17365 17996 2013
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Management & Administration 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2013
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Political and related sciences 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2013
45381 15675 1742 59784 7272 55797 617 13822 12305 12875 601 1499 64175 0 588 17242 6879 1038725.0 28479 1412 767 0.0 Agricultural Economics 54487 42443 10473 89197.42 70000.0 5383 4477 6773 4897 9911 25925 871 20970 138 1943 253 767 52257 101326.64 0 12358 71729 782 64604 10119 4555 2015
69333 47625 7817 113234 44219 135029 15800 15554 21689 38180 7080 12203 156129 2150 21608 71455 8897 1223166.0 50298 35354 851 200.0 Animal Sciences 108829 85353 30822 72244.94 52000.0 22839 9652 22583 29645 57924 69731 29148 51793 365 20286 12697 840 86107 114742.43 11836 43372 180284 1572 149627 21137 26959 2015
64579 80111 9211 178872 59648 181822 41331 29256 39149 51362 16848 51605 267611 18834 16003 211682 34184 1223166.0 93983 44826 1176 0.0 Anthropology and Archeology 126169 163186 113136 64775.19 50000.0 56432 15176 59531 65704 28622 79164 28996 57255 728 57112 6717 18142 90946 102929.99 8273 103800 337852 10710 272209 55572 35528 2015
58694 59982 16510 124949 40949 111194 35521 17499 51380 51771 11958 56614 184066 22954 10628 180235 16258 320000.0 58329 28330 2223 0.0 Area and Ethnic Studies 63096 109203 85809 61430.39 52230.0 59043 14973 52369 26669 9480 74875 20615 37130 533 31706 8542 5129 72850 43498.76 14962 87390 243331 6895 167778 39237 34935 2015
5322 10363 1543 18640 6635 17403 1014 13708 7369 14912 2249 3003 25824 0 1175 10102 5419 203650.0 3498 9383 0 10920.0 Atmospheric Sciences and Meteorology 20803 11093 10017 74487.92 72000.0 3373 121 5081 2491 5997 10028 0 9155 161 6603 0 51 4646 36618.44 51 3318 30906 0 25989 2697 2707 2015
30709 88298 54992 122271 82083 117989 11994 25611 49367 65072 30566 34563 183161 6750 11755 118589 30608 1038725.0 43636 15902 4080 0.0 Biochemistry and Biophysics 117441 118306 39512 85664.13 67500.0 25656 7651 38597 18336 46210 70999 43680 45337 632 12961 3595 13074 35597 81998.32 15302 53464 236030 14273 155382 18121 13373 2015
505260 776574 310812 1282386 593001 1438623 123966 209710 327878 473198 191373 433756 2110636 115142 68532 1386863 238257 1223166.0 552321 132978 20053 0.0 Biological Sciences 1240984 1153304 577169 80039.13 61039.0 473948 96394 430498 198062 404438 1121331 576918 555815 5171 139301 28061 56316 576088 96798.21 122602 779851 2627847 86713 1843087 248381 159711 2015
5747 6578 10319 10533 4740 13638 4019 3132 2662 4631 5477 4004 18985 2425 1322 17066 1343 1223166.0 1920 5751 0 0.0 Botany 12158 9168 10266 80213.32 61500.0 2553 2233 9872 3360 5826 3172 2947 8251 82 874 1353 367 8735 132699.38 47 5664 29224 367 16351 3485 5108 2015
92500 114404 57822 189323 67168 244506 14478 61081 136595 128178 30795 17703 275712 5207 8743 78963 13502 1223166.0 78987 13343 4290 0.0 Chemical Engineering 248177 196317 96429 107650.53 100000.0 48279 12134 43270 15223 103001 54066 10593 124771 1711 8094 6898 3645 79227 74811.46 4306 54475 327140 8159 221039 24888 13949 2015
108098 234180 130992 329978 183916 386623 31749 93092 133028 191114 131749 126837 554562 33742 13968 297806 41103 1223166.0 125181 21488 10010 0.0 Chemistry 429218 325025 183668 86034.51 72000.0 87002 38023 156982 34217 133081 175993 81629 167432 2246 23175 4442 17800 124916 93570.85 10075 189919 727024 15480 509029 59105 22800 2015
247267 137403 99999 365149 100103 350421 20061 90977 224722 113158 15518 25115 482160 9004 13386 97868 106624 1223166.0 132894 26251 8894 0.0 Civil Engineering 488720 375629 201251 90136.51 81000.0 79812 27987 84208 24093 67025 137589 4670 200438 2423 18753 8062 14809 166915 59708.83 2710 78255 586588 20220 406777 62216 24229 2015
516871 675957 469649 1576231 506232 1531680 96661 1119969 741284 696562 98129 324665 2022240 67409 46394 827259 165895 1223166.0 436352 104762 45072 0.0 Computer Science and Math 1662362 1124684 750436 89471.56 82000.0 367230 112393 390721 133557 284737 370769 64825 576775 5553 90512 26593 53329 467115 75907.33 38429 540260 2489621 76660 1652742 253378 101578 2015
27740 14518 11527 91943 20524 44472 5311 22151 15287 13700 1232 4604 97690 865 2250 57211 48615 1223166.0 37641 11778 12384 2100.0 Criminology 73283 54709 30063 66874.44 52000.0 44614 10576 19514 18313 8775 42494 7257 20420 169 9187 1664 6332 25074 97076.41 1414 21075 130495 13290 74354 11243 7060 2015
13485 9437 573 42108 9320 29693 1600 8884 10853 11042 1755 17714 50443 369 9919 25890 3036 225000.0 12089 11293 1278 0.0 Earth Sciences 34054 27329 14267 64951.72 59000.0 3594 1785 8153 9036 10991 8793 1813 17005 146 10354 703 315 23989 39847.89 423 24792 59944 1347 55777 14701 2435 2015
614061 244151 166195 814467 231112 846349 91859 163905 202322 248478 46428 113167 1046569 40616 54175 403424 87053 1223166.0 342751 110441 18299 0.0 Economics 899034 664261 342691 109940.97 82000.0 195133 65317 216332 129087 100917 414876 98872 270483 2491 57045 16782 18506 507397 144048.0 15757 226670 1302458 39557 941130 131766 93201 2015
237312 366143 375520 689301 262955 819053 32279 503582 490703 425903 61489 51176 939944 32716 23036 149404 69715 1223166.0 215384 32503 20960 0.0 Electrical Engineering 1005257 546784 392548 109173.61 100000.0 155870 48632 174330 45552 271693 98310 11323 280963 4198 28155 13095 32443 238210 80239.79 17436 162343 1154661 40387 623271 115154 31609 2015
47976 60776 4479 129343 58805 99264 14835 29844 48583 61797 1952 30077 161722 5524 4425 93490 32381 400000.0 49855 13386 669 0.0 Environmental Science Studies 92539 100476 44925 65118.25 55000.0 31566 6387 21465 15682 34910 43173 9808 53735 587 9481 4597 4280 68110 43279.29 2578 49202 186029 2842 149984 32597 10851 2015
7849 16031 3544 31391 10658 25847 2645 5342 6718 12938 3501 4009 34908 2589 1156 27857 5053 350000.0 6202 1930 104 0.0 Food Sciences and Technology 17513 28381 9784 72095.38 65000.0 8223 4975 10049 1807 6973 3835 693 13681 145 942 581 355 17623 48803.57 594 11684 45369 412 33602 2491 2972 2015
20450 17469 1873 49614 12167 29283 4087 7932 7956 13792 2871 4785 44589 3959 2636 10032 10521 200000.0 13774 6794 1126 0.0 Forestry Services 56831 33522 13719 64476.48 60000.0 3440 3678 21148 4823 12687 12982 660 22614 258 1331 595 406 21567 37769.62 5 13719 66863 1126 61549 5792 2782 2015
4727 12003 3987 10767 7750 9828 1575 1700 2731 6627 5103 8618 19279 0 4534 10546 833 290000.0 4251 1427 56 5000.0 Genetics, Animal and Plant 13189 11918 4344 78241.22 68225.0 3679 3374 4242 4789 3401 6342 3520 4238 68 3397 0 208 3413 49130.32 287 11201 23735 214 16069 1021 1575 2015
49572 40951 5773 139362 31546 105998 14178 31672 41698 33307 6141 13663 153302 7228 9183 64050 33641 350000.0 45588 31128 55 0.0 Geography 130334 94534 45929 65739.72 56750.0 19355 14285 40643 33273 22220 34480 2951 52855 346 30082 12085 2248 68483 43017.66 3174 35248 194384 439 169256 23631 20442 2015
41234 54179 5365 88448 38329 77235 8409 12912 32952 32038 11105 16180 124178 5941 13021 49578 30764 1223166.0 27058 22154 1398 0.0 Geology 105176 74750 52793 92384.25 79145.0 10862 5462 26330 22983 20153 23072 2407 27450 599 17939 3529 3424 37910 83210.11 1619 27400 154753 4245 138526 26567 19836 2015
878 6182 248 9310 5272 6576 1851 437 1977 1378 709 1619 8417 0 555 9230 222 200000.0 1797 2639 0 15000.0 History of Science 4720 4495 1989 71000.0 45000.0 706 0 5182 4474 589 2296 1942 6416 17 577 1262 0 6686 59490.73 112 4056 13950 351 12996 776 1507 2015
103637 71611 33979 260865 64435 244865 20658 167624 127644 95474 3140 20948 302134 10357 13645 117403 36322 1038725.0 87999 16488 7239 1200.0 Information Services and Systems 227310 185104 78348 86816.51 80000.0 87730 3611 30464 16586 55979 54259 2361 99403 693 15507 10194 5921 87753 65949.95 592 50707 344713 12115 223005 42421 27279 2015
106629 45072 33932 166117 36632 176123 40748 19259 54487 46062 7362 41722 247285 8376 11112 176629 29440 1223166.0 75286 32221 5191 140.0 International Relations 114271 164192 83685 86490.94 64000.0 42806 9721 28167 61647 13183 108386 33737 56598 583 37035 2690 13100 129024 129257.38 10984 59554 290901 15448 214163 45766 30127 2015
28616 15761 16178 49743 10462 43355 10835 5650 10830 12376 5941 18189 68640 6810 8635 69947 7096 310000.0 26974 12239 0 0.0 Linguistics 21176 32308 23269 58259.13 55000.0 15478 10012 16229 12434 6958 23959 12170 22763 154 9972 8624 9955 30279 43050.02 9315 24678 91123 6254 59467 9374 15007 2015
289744 309211 184209 602805 204147 701742 26457 224142 503729 420590 33830 46671 833734 13004 17605 96727 85321 1223166.0 240458 35872 9616 0.0 Mechanical Engineering 853839 595890 304721 98533.83 90646.0 117901 22086 97104 39785 254214 108836 9210 318860 4143 25551 6604 15663 267587 65066.19 7052 157312 950566 19727 648456 87240 32224 2015
26676 31779 16414 76790 27070 69278 5190 12532 4660 40173 2419 12257 85293 13640 2366 113115 3758 1223166.0 20821 10611 7709 110.0 Nutritional Science 14765 38293 42492 75814.32 50000.0 14098 6856 31489 13277 6976 47292 6179 22782 164 4555 72 4503 26178 160888.0 1065 44449 127881 11098 97369 9581 8887 2015
15479 14484 2872 55729 17160 45006 2709 12714 2886 8117 4528 10129 58222 458 9331 12886 3088 1223166.0 26384 16883 300 1500.0 OTHER Agricultural Sciences 58806 36586 8209 74556.17 60000.0 3688 271 5178 22358 12152 9101 3227 26962 138 23168 399 8280 25506 105327.09 141 18008 71692 8292 65132 7305 5719 2015
4298 5414 1327 11862 4697 8231 283 3199 4025 5274 1171 859 10695 162 3 7211 1605 267000.0 2278 756 95 0.0 OTHER Geological Sciences 11358 7598 5537 81852.52 72500.0 684 158 5180 711 1766 964 0 4531 84 132 1165 3159 1028 50273.25 348 1155 18570 2695 16558 699 711 2015
2805 11072 5426 18676 7552 11899 2365 3397 7598 8622 1269 10314 26547 74 1911 18345 4334 312000.0 2081 2980 943 0.0 OTHER Physical and Related Sciences 18815 13058 17192 73106.0 65000.0 4928 3334 9381 2162 3054 4544 24 4677 100 832 460 1003 10743 53454.19 0 13181 37160 1232 26806 1676 2825 2015
396 6330 1 2031 5818 646 24 756 447 1103 530 1357 7465 18 0 1669 5462 130000.0 5185 24 18 25000.0 Oceanography 6866 6198 5974 76034.32 77250.0 759 896 1052 0 585 784 0 5501 22 0 218 0 359 29427.49 0 6210 8535 18 7775 516 24 2015
2680 2475 1551 11153 914 13123 232 2867 2818 2676 216 319 14838 1 325 5011 1396 1223166.0 2349 448 0 0.0 Operations Research 13294 5521 6812 117084.88 88500.0 219 796 2919 7970 1628 1794 124 2871 40 316 663 548 9234 187695.83 446 2013 18305 548 16535 232 448 2015
385200 387765 235954 829617 264176 913809 50393 402656 484937 449263 57176 76823 1076517 38433 49079 266635 85885 1223166.0 326931 51923 13253 0.0 Other Engineering 1040210 721307 395077 96287.14 90000.0 228427 61667 195684 66497 299484 193296 24974 433175 4561 33871 12816 31419 334061 73037.23 18607 241025 1306845 34643 842463 128705 56581 2015
1169 4527 3971 5260 4498 7703 501 2244 1595 2482 2496 4458 15052 230 446 9615 2891 200000.0 2485 374 0 0.0 Pharmacology, Human and Animal 5841 4879 1117 67193.25 54000.0 5354 256 404 1109 1264 8021 6582 714 36 447 477 0 1876 46895.3 149 3987 15456 0 6132 1074 1037 2015
11409 12052 487 10890 8704 13408 6999 1169 9058 11192 1109 2998 17146 0 1809 10408 740 350000.0 5869 3006 0 2500.0 Philosophy of Science 7112 9585 3166 91710.95 67500.0 4944 0 374 9284 64 8574 2354 5253 22 156 64 0 5134 82417.63 0 1730 17520 0 12088 786 10772 2015
56774 100576 80303 112043 85341 155942 28491 109623 105914 91318 88828 78138 264694 10080 4606 56810 30613 1223166.0 53115 14906 3994 0.0 Physics and Astronomy 260690 149259 108028 93267.1 82000.0 29726 10878 46337 19245 61382 41317 8601 66073 1229 13408 12592 3423 58543 95947.47 4595 91933 317500 6470 207471 37892 22796 2015
15428 15642 13280 32075 14250 35250 4488 6949 5305 11872 3154 9231 48383 295 9406 29781 3902 1223166.0 16203 10650 5160 0.0 Physiology, Human and Animal 33727 33311 17438 91750.58 69000.0 8240 4517 7623 5165 5728 27930 10841 14925 133 1371 605 6072 19610 115107.61 2056 29973 63508 7502 41988 3795 10730 2015
31221 36899 7918 84530 33433 69029 16583 8364 23012 29004 7558 11470 92223 3224 10387 46404 11723 250000.0 27262 16211 1943 1000.0 Plant Sciences 65304 65279 19070 66107.83 60000.0 8843 5121 15641 21562 32013 13940 549 33074 312 11143 677 4758 44033 38279.28 581 21873 111708 3844 94947 10402 19306 2015
531120 261050 53478 751581 258188 864668 162847 121246 172556 254192 48578 184101 1262496 47727 71670 688450 213727 1223166.0 441106 161432 10562 0.0 Political Science and Government 870339 746308 374069 92069.04 66000.0 298598 50545 234591 205787 68686 661186 384561 283779 2603 98600 40227 58186 549688 126895.18 10521 342374 1558789 61702 1206713 224270 166789 2015
739123 674706 183140 1907867 517719 1630920 213061 240649 393031 587896 165276 619478 2593450 214792 175123 2356928 343052 1223166.0 849298 315784 38254 0.0 Psychology 998750 1427662 1107422 63618.92 51000.0 674394 169577 643160 345204 204181 1285030 175114 637806 5679 219465 84421 100291 905374 79469.97 60966 1089982 3355678 119068 2498144 411183 312974 2015
15442 6224 1629 31663 6703 19415 2504 5560 5442 10648 700 4856 33105 2885 173 23968 8834 1223166.0 14701 2415 0 0.0 Public Policy Studies 28035 21860 15812 88088.89 63000.0 8130 2953 18830 3927 2763 19087 3828 14035 92 1356 1529 43 17706 129798.29 10297 3283 52003 67 42244 7081 3766 2015
213336 152147 59244 747039 144029 489371 79521 75332 85782 151538 28534 208299 808975 78620 53514 801803 111305 1223166.0 261143 131176 10409 0.0 Sociology 374722 415552 356024 58871.7 50000.0 305810 71675 337378 163408 72050 342903 44928 183692 1798 79267 17042 23291 345302 62083.18 12888 301924 1176525 30172 811471 204818 147053 2015
18149 18899 16211 32158 9908 32799 1263 17036 13908 11798 3741 3449 40765 12134 2903 36335 4517 1038725.0 8419 5563 567 0.0 Statistics 19403 19960 18734 99210.87 88000.0 5723 1500 14353 3226 5489 12803 1106 7736 157 3677 0 0 10741 90534.66 53 6290 55738 620 33805 3437 3104 2015
27241 41914 17563 58806 28174 75944 18574 9366 15366 30180 26546 27630 125409 4492 15188 72648 21835 1223166.0 29873 17235 850 0.0 Zoology, General 97343 60016 39510 86957.98 60000.0 12856 19283 42880 11701 24622 57404 45129 30979 317 5506 2576 1680 35810 124675.05 2322 56660 169991 1703 139571 29924 26526 2015
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Management & Administration 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2015
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Political and related sciences 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2015
Raw
index.html
<html>
<head>
<script
src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.0/p5.js"></script>
<script src="triScatter.js"></script>
</head>
<body>
</body>
</html>
Raw
triScatter.js
var table, r, yAxisData, xAxisData, zAxisData, maxYLabel, minYLabel,
maxXLabel, minXLabel, maxXValue, minXValue, maxYValue, minYValue,
maxZValue, minZValue, minYearRow, maxYearRow, temp1, temp2, temp3, intervalY, intervalX;
function preload() {
table = loadTable('graduates.csv', 'csv');
}
function setup() {
createCanvas(1000, 1000);
typeData = 22;
xAxisData = 46; // Column number of the x axis quantitative value (Whites)
yAxisData = 2; // Column number of the y axis quantitative value (Asians)
zAxisData = 28; // Column number of the quantitative value for size (Minorities)
type = 'Chemistry'; // Change this variable to whatever major you would like data from.
allTypeRows = [];
for (r = 1 ; r < table.getRowCount() ; r++) {
if (table.getString(r, typeData) == type) {
append(allTypeRows, r);
}
}
maxYValue = int(table.getString(allTypeRows[0], yAxisData));
minYValue = maxYValue;
maxXValue = int(table.getString(allTypeRows[0], xAxisData));
minXValue = maxXValue;
maxZValue = int(table.getString(allTypeRows[0], zAxisData));
minZValue = maxZValue;
for (r = 0 ; r < allTypeRows.length ; r++) {
temp1 = int(table.getString(allTypeRows[r], yAxisData));
temp2 = int(table.getString(allTypeRows[r], xAxisData));
temp3 = int(table.getString(allTypeRows[r], zAxisData));
if (temp1 > maxYValue) {
maxYValue = temp1;
} else if (temp1 < minYValue) {
minYValue = temp1;
}
if (temp2 > maxXValue) {
maxXValue = temp2;
} else if (temp2 < minXValue) {
minXValue = temp2;
}
if (temp3 > maxZValue) {
maxZValue = temp3;
} else if (temp3 < minZValue) {
minZValue = temp3;
}
}
minYLabel = int(((minYValue - minYValue % 10) / 10 - 1) * 10);
minXLabel = int(((minXValue - minXValue % 10) / 10 - 1) * 10);
intervalY = 10;
intervalX = 10;
while (true) {
if (intervalY * 9 + minYLabel > int(maxYValue)) {
maxYLabel = intervalY * 9 + minYLabel;
break;
}
intervalY += 10;
}
while (true) {
if (intervalX * 9 + minXLabel > int(maxXValue)) {
maxXLabel = intervalX * 9 + minXLabel;
break;
}
intervalX += 10;
}
}
function draw() {
background(255);
textSize(8);
textAlign(LEFT);
var x, y;
// Draws the outline of the graph
line(75, 65, 75, 675);
line(75, 65, 685, 65);
line(75, 675, 685, 675);
line(685, 65, 685, 675);
// Marks the axes intervals
y = minYLabel;
for (x = 615 ; x > 15 ; x -= 60) {
text(y, 35, x, 40, 50);
line(73, x, 77, x);
y += intervalY;
}
y = minXLabel;
for (x = 135 ; x < 685 ; x += 60) {
text(y, x - 10, 685, intervalX - 10, 50);
line(x, 673, x, 677);
y += intervalX;
}
var mappedXValue;
var mappedYValue;
var mappedZValue;
// Plots the points in the graph
for (r = 0 ; r < allTypeRows.length - 1 ; r++) {
temp1 = int(table.getString(allTypeRows[r], yAxisData));
temp2 = int(table.getString(allTypeRows[r], xAxisData));
temp3 = int(table.getString(allTypeRows[r], zAxisData));
mappedYValue = map(temp1, minYLabel, maxYLabel, 0, 540, true);
mappedXValue = map(temp2, minXLabel, maxXLabel, 135, 675, true);
mappedZValue = map(temp3, minZValue, maxZValue, 3, 30, true);
fill(0, 125, 125, 100);
ellipse(mappedXValue, 615 - mappedYValue, mappedZValue);
if (dist(mouseX, mouseY, mappedXValue, 615 - mappedYValue) < mappedZValue) {
fill(0);
text("x = " + temp2 + ", y = " + temp1 + ", z = " + temp3, mappedXValue - 2 - mappedZValue, 610 - mappedYValue - mappedZValue);
}
}
// Draw two circles for the legend
fill(0, 125, 125, 100);
ellipse(725, 90, 3);
ellipse(725, 135, 30);
// Label the legend
fill(0);
textSize(12);
text("Number of " + table.getString(0, zAxisData), 715, 57, 60, 60);
text(minZValue, 725, 95, 60, 60);
text(maxZValue, 725, 155, 60, 60);
// Labels the axes with the header from the appropriate column number
textSize(12);
textAlign(CENTER);
text("Number of " + table.getString(0, yAxisData), 10, 625, 50, 120);
text("Number of " + table.getString(0, xAxisData), 150, 725, 200, 50);
// Prints the built title
var title = "Number of " + table.getString(0, yAxisData) +
" Over the Number of " + table.getString(0, xAxisData) + " With " +
type + " " + table.getString(0, typeData);
textSize(20);
text(title, 150, 15, 400, 50);
}
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