grad-students.csv

Major_code,Major,Major_category,Grad_total,Grad_sample_size,Grad_employed,Grad_full_time_year_round,Grad_unemployed,Grad_unemployment_rate,Grad_median,Grad_P25,Grad_P75,Nongrad_total,Nongrad_employed,Nongrad_full_time_year_round,Nongrad_unemployed,Nongrad_unemployment_rate,Nongrad_median,Nongrad_P25,Nongrad_P75,Grad_share,Grad_premium
5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services,9173,200,7098,6511,681,0.087543386,75000,53000,110000,86062,73607,62435,3928,0.050660992,65000,47000,98000,0.09631963,0.153846154
6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts,53864,882,40492,29553,2482,0.057755852,60000,40000,89000,461977,347166,250596,25484,0.068385885,48000,34000,71000,0.104419773,0.25
6211,HOSPITALITY MANAGEMENT,Business,24417,437,18368,14784,1465,0.073866788,65000,45000,1.00E+05,179335,145597,113579,7409,0.048422938,50000,35000,75000,0.11983686,0.3
2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services,5411,72,3590,2701,316,0.080901178,47000,24500,85000,37575,29738,23249,1661,0.052899774,41600,29000,60000,0.125878193,0.129807692
2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,9109,171,7512,5622,466,0.058410629,57000,40600,83700,53819,43163,34231,3389,0.072800309,52000,36000,78000,0.144752733,0.096153846
3201,COURT REPORTING,Law & Public Policy,1542,22,1008,860,0,0,75000,55000,120000,8921,6967,6063,518,0.069205077,50000,34000,75000,0.147376469,0.5
6206,MARKETING AND MARKETING RESEARCH,Business,190996,3738,151570,123045,8324,0.052059489,80000,50000,120000,1029181,817906,662346,45519,0.052719113,60000,40000,91500,0.156531388,0.333333333
1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources,17488,386,13104,11207,473,0.03483833,67000,41600,1.00E+05,89169,71781,61335,1869,0.025376782,55000,38000,80000,0.163964859,0.218181818
2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,5611,98,4716,3981,119,0.024612203,85000,56000,114000,28314,22024,18381,2222,0.091643983,60000,40000,85000,0.165394252,0.416666667
1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism,33928,688,28517,22523,899,0.030561599,60000,43000,90000,163435,127832,100330,8706,0.063762469,51000,37800,78000,0.171906588,0.176470588
6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts,24525,370,19059,13301,2035,0.096472931,57000,40000,80000,116158,93915,63674,8160,0.07994122,50000,32000,75000,0.174328099,0.14
5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services,3187,45,1984,1481,319,0.13851498,62000,40000,1.00E+05,14842,11921,9949,653,0.051932559,50000,32400,75000,0.176770758,0.24
2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,6065,111,4442,3669,310,0.06523569,78000,50000,103000,27999,23069,20418,998,0.04146757,61000,42000,85000,0.178047205,0.278688525
1903,MASS MEDIA,Communications & Journalism,42915,828,35939,28054,1957,0.051641334,57000,41000,90000,190020,153722,117581,12816,0.07695541,50000,35000,72000,0.184235946,0.14
5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services,27410,538,20035,18088,980,0.046633357,90000,62000,124000,121260,94538,80650,4326,0.04375708,69000,45000,1.00E+05,0.184368063,0.304347826
2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,11165,218,9037,7988,803,0.081605691,80000,54000,110000,48776,41552,34402,2476,0.05623694,58000,37700,84000,0.186266495,0.379310345
6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business,22553,408,17691,14807,865,0.04661565,75000,47000,106000,95860,72005,58441,3694,0.048798531,55000,38000,85000,0.190460507,0.363636364
2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,14816,315,12433,11146,407,0.031697819,80000,54000,105000,60571,50092,44199,3316,0.062088077,65000,43000,90000,0.196532559,0.230769231
2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,19885,408,14752,12467,603,0.039270596,84500,60000,111000,81076,64389,56559,3431,0.050589797,70000,48000,99000,0.196957241,0.207142857
6099,MISCELLANEOUS FINE ARTS,Arts,1733,27,1100,770,44,0.038461538,55000,40000,76000,7044,5220,3556,1001,0.160906607,46000,30000,60000,0.197447875,0.195652174
5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy,188228,3794,154146,133549,6591,0.041004871,68000,45000,1.00E+05,695361,565748,490943,29133,0.04897282,52000,36000,75000,0.213026645,0.307692308
6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business,813399,16129,622357,527935,32089,0.049032311,77000,50000,115000,2996892,2253649,1882507,136978,0.057297939,60000,40000,88000,0.213474246,0.283333333
5503,CRIMINOLOGY,Social Science,18499,381,14584,12074,692,0.045299817,65000,44000,98000,67082,53419,45563,3189,0.056334794,50000,35000,75000,0.216157792,0.3
6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business,41970,963,36227,32121,1459,0.038714642,89000,64500,116000,150110,129179,115177,5690,0.042189087,72000,50000,1.00E+05,0.218502707,0.236111111
2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,10290,194,8554,7581,542,0.059586631,81000,54000,109000,35883,29740,26303,2102,0.066013441,60000,41600,80000,0.222857514,0.35
6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business,15056,335,12659,10861,296,0.022848321,94000,64000,131000,52043,43074,38454,1827,0.040689517,66000,46800,92000,0.224384864,0.424242424
6200,GENERAL BUSINESS,Business,602964,10399,457191,387928,19494,0.040894931,85000,52000,130000,2056867,1510380,1264413,77999,0.049106038,60000,40000,98000,0.226692598,0.416666667
6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,47029,942,37639,29892,987,0.025552736,76000,55000,112000,159438,117087,89592,4193,0.034572889,60000,45900,77000,0.227779742,0.266666667
2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,71527,1425,60858,53807,2539,0.040049214,80000,55000,104000,242194,209994,184959,10439,0.047356793,65000,45000,90000,0.227995576,0.230769231
1901,COMMUNICATIONS,Communications & Journalism,266084,4879,212156,159049,10851,0.048657665,65000,45000,96000,896111,716886,557992,46564,0.060991552,52000,36100,80000,0.228949531,0.25
6202,ACTUARIAL SCIENCE,Business,2472,56,2020,1725,162,0.074243813,110000,80000,150000,7998,6666,6040,266,0.038372764,76000,53000,125000,0.236103152,0.447368421
2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,28155,521,22501,19707,1296,0.054460646,85000,60000,110000,90886,71204,62854,4210,0.055825178,68000,48000,92000,0.23651515,0.25
1902,JOURNALISM,Communications & Journalism,119953,2244,91778,71683,4026,0.042023298,70000,46000,1.00E+05,386113,287521,222172,18390,0.060115524,53000,36000,80100,0.237030348,0.320754717
6104,MEDICAL ASSISTING SERVICES,Health,18654,326,14499,10826,377,0.025342834,80000,55000,108000,59740,47608,23707,1443,0.02941836,56000,38000,76000,0.237951884,0.428571429
2500,ENGINEERING TECHNOLOGIES,Engineering,11724,219,9471,7958,450,0.045358331,74000,48400,105000,35992,29092,25129,1475,0.048254654,65000,40000,94000,0.245703747,0.138461538
6201,ACCOUNTING,Business,569677,11774,451610,384280,19729,0.041857347,88000,59000,131000,1708418,1282267,1065334,68954,0.051030882,65000,44000,1.00E+05,0.250067271,0.353846154
6000,FINE ARTS,Arts,181514,2528,124246,80794,8072,0.06100455,58000,40000,82000,541433,363977,247638,26518,0.06790868,46000,30000,70000,0.251075113,0.260869565
6107,NURSING,Health,573467,10432,437115,335009,9498,0.021266734,84000,62000,110000,1686899,1256606,909187,32472,0.025190097,64000,50000,80000,0.253705373,0.3125
2105,INFORMATION SCIENCES,Computers & Mathematics,25799,551,22403,19028,1179,0.049995759,84000,62000,114000,74072,63354,55946,3333,0.049979756,70000,48500,96000,0.258323237,0.2
2403,ARCHITECTURAL ENGINEERING,Engineering,6466,143,4857,4264,304,0.058903313,78000,56000,110000,18500,12772,10648,889,0.065075763,80000,52000,106000,0.258992229,-0.025
4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary,14405,318,12708,9639,261,0.020124913,55000,43600,74000,41018,32600,24260,2573,0.073152702,44000,34200,58000,0.259910146,0.25
5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,3910,65,3129,2565,28,0.00886918,80000,55000,106000,11069,8699,6701,605,0.065025795,64000,45000,80000,0.261032112,0.25
1100,GENERAL AGRICULTURE,Agriculture & Natural Resources,44306,764,28930,23024,874,0.029324923,68000,45000,104000,123984,86631,72409,2352,0.026432015,50000,34000,80000,0.263271733,0.36
1302,FORESTRY,Agriculture & Natural Resources,24713,487,16831,14102,725,0.041296423,78000,52000,110000,67649,46815,39048,1885,0.038706366,59000,42000,80000,0.267566748,0.322033898
3401,LIBERAL ARTS,Humanities & Liberal Arts,213970,3420,154404,112953,6788,0.042111271,70000,48000,103000,575676,387303,288616,27049,0.065280245,50000,34000,75000,0.270969523,0.4
5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work,29262,555,23537,18213,1504,0.060061499,50100,38000,70110,78105,58298,43307,4625,0.073502535,38700,30000,53000,0.272541842,0.294573643
6003,VISUAL AND PERFORMING ARTS,Arts,18324,275,14841,9671,593,0.038421666,53000,38000,80000,48548,36008,21969,3729,0.093842011,40000,28000,60000,0.274016031,0.325
1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources,29357,659,23394,19087,711,0.029495955,70000,50000,1.00E+05,77101,60690,48256,3413,0.053242438,53000,38000,75000,0.275761333,0.320754717
6007,STUDIO ARTS,Arts,28883,500,21628,14277,1147,0.050362239,50750,40000,70000,74183,53276,35035,4739,0.081685771,38000,26000,59000,0.280237906,0.335526316
2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services,149084,2294,101593,69675,3919,0.037142695,58000,42000,80000,378778,223314,146322,12312,0.052252298,42000,30000,60000,0.282429878,0.380952381
4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services,119489,2423,103790,80196,2696,0.025317882,60000,44000,85000,296901,245267,186901,10704,0.041817237,45000,33700,64000,0.286964144,0.333333333
6207,FINANCE,Business,301650,6319,252242,221486,11635,0.044092513,95000,62000,150000,745903,615192,528057,28844,0.044786316,70000,45000,1.00E+05,0.287956791,0.357142857
2419,PETROLEUM ENGINEERING,Engineering,7479,164,5640,4869,112,0.019471488,124000,80000,2.00E+05,18483,13108,11334,580,0.042372881,126000,75000,215000,0.288074879,-0.015873016
1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources,30983,624,22782,18312,735,0.031253986,67000,45000,1.00E+05,76190,60241,49506,1899,0.030560026,50000,35000,75000,0.289093335,0.34
6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business,72548,1316,55106,47878,3813,0.064715966,70000,47000,1.00E+05,178250,135403,112085,8719,0.060497356,55000,39000,80000,0.289268654,0.272727273
6210,INTERNATIONAL BUSINESS,Business,30985,604,24519,20196,1424,0.054889566,72000,50000,104000,74951,58763,46734,4137,0.065771065,57000,40000,85000,0.292487917,0.263157895
3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts,21250,332,16723,10535,676,0.038852808,58000,42000,80000,50175,38047,26514,2837,0.069391449,42000,30000,69000,0.297514876,0.380952381
6001,DRAMA AND THEATER ARTS,Arts,66560,1069,50690,34179,3679,0.067667237,58600,44000,85000,156841,120476,75712,10435,0.079710643,45000,30000,65000,0.29793958,0.302222222
6205,BUSINESS ECONOMICS,Business,30210,642,22935,19467,1239,0.051253413,94000,60000,150000,69826,53771,45965,3186,0.055936935,70000,47000,101000,0.301991283,0.342857143
2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,20177,340,12781,11035,1336,0.094637671,107000,70000,150000,46013,26479,21870,1554,0.055434666,75000,50000,108000,0.304834567,0.426666667
2102,COMPUTER SCIENCE,Computers & Mathematics,324402,6674,281088,243500,10557,0.036198118,95000,69000,125000,739583,623930,544970,31060,0.047420571,80000,52000,106000,0.304893396,0.1875
6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,45452,898,35283,29992,1933,0.051940026,79000,51000,108000,101621,79713,64350,4430,0.052648467,52000,37000,75000,0.309043808,0.519230769
1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources,14800,305,10592,8768,216,0.019985196,80000,53000,120000,33049,25557,22496,734,0.027918299,63000,40000,99000,0.30930636,0.26984127
1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,43612,925,38068,29568,1392,0.035276229,68000,48000,1.00E+05,94504,78828,61721,3837,0.046416258,55000,40000,76000,0.315763561,0.236363636
5504,GEOGRAPHY,Social Science,52147,1008,38935,30602,1251,0.031130244,73000,50000,105000,108758,78756,60831,5680,0.067269885,55000,40000,80000,0.324085641,0.327272727
2499,MISCELLANEOUS ENGINEERING,Engineering,26032,497,19112,16552,685,0.034601202,90000,60000,122000,53532,41524,36059,2305,0.05259075,70000,50000,1.00E+05,0.327183148,0.285714286
3604,ECOLOGY,Biology & Life Science,21535,465,17793,13713,677,0.036654034,62000,45000,93000,41530,33531,24530,1665,0.047306512,48700,33000,74000,0.341473083,0.273100616
4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science,30233,541,22755,17138,1444,0.059671887,66000,45000,96000,57635,40252,29613,2493,0.058322611,46000,34000,70000,0.344072928,0.434782609
1401,ARCHITECTURE,Engineering,148255,2760,114536,88038,8665,0.070332221,72000,49800,102000,279577,207090,159313,18651,0.082621234,64000,42000,95000,0.346526207,0.125
1106,SOIL SCIENCE,Agriculture & Natural Resources,3335,61,2284,1641,34,0.014667817,65000,50000,91000,6242,4654,3917,264,0.053680358,65000,41000,89000,0.348230135,0
3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy,33137,544,24818,20149,1005,0.038918793,76000,50000,121000,61368,45218,35337,3523,0.072280011,50000,35000,70000,0.350637532,0.52
2400,GENERAL ENGINEERING,Engineering,268473,4345,199771,174234,7460,0.035998475,1.00E+05,65000,139000,482878,346258,304610,16636,0.045842588,75000,50000,1.00E+05,0.357320347,0.333333333
5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,223467,3494,162694,126999,4705,0.0281065,86000,55000,142000,401739,290699,229673,13226,0.043517315,59000,40000,86000,0.357429391,0.457627119
2406,CIVIL ENGINEERING,Engineering,196344,4057,150299,127120,5327,0.034229499,98000,70000,130000,338011,247251,212776,13275,0.050954607,80000,56000,105000,0.367441121,0.225
2407,COMPUTER ENGINEERING,Engineering,82102,1806,73147,65371,1592,0.021300793,97000,75000,130000,141270,119738,106089,6639,0.052533293,81000,60000,110000,0.367557259,0.197530864
2416,MINING AND MINERAL ENGINEERING,Engineering,6083,126,4491,4038,271,0.056908862,1.00E+05,72000,140000,10460,7161,6270,366,0.04862495,95000,52000,125000,0.367708396,0.052631579
2307,EARLY CHILDHOOD EDUCATION,Education,82430,1396,63027,43428,1760,0.027165944,50000,40000,65000,141496,100158,64302,4956,0.04714881,37000,28000,48000,0.36811268,0.351351351
5507,SOCIOLOGY,Social Science,368710,6155,259742,191949,11353,0.041878308,64000,45000,93000,627027,422359,318869,28396,0.062996528,49000,35000,71000,0.37028854,0.306122449
5500,GENERAL SOCIAL SCIENCES,Social Science,73350,1069,45744,34005,2841,0.058474838,69000,47000,1.00E+05,122828,77095,55727,5499,0.066578686,50000,35000,75000,0.373895136,0.38
1103,ANIMAL SCIENCES,Agriculture & Natural Resources,56807,1335,47755,39047,596,0.012326529,70300,48000,104000,94910,74896,61629,3101,0.039757939,48000,32000,75000,0.374427388,0.464583333
6109,TREATMENT THERAPY PROFESSIONS,Health,142285,2607,123279,91011,2185,0.017415354,70000,51000,96000,234752,187311,123316,4158,0.021716309,63000,42000,80000,0.377376756,0.111111111
1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources,5032,98,2758,2276,261,0.086452468,54000,45000,81000,8092,5978,4707,239,0.038442979,55000,39000,78000,0.383419689,-0.018181818
2414,MECHANICAL ENGINEERING,Engineering,347342,7285,266923,234162,9810,0.035449332,1.00E+05,75000,138000,547538,395914,348301,16897,0.040931564,82000,60000,110000,0.388143662,0.219512195
3402,HUMANITIES,Humanities & Liberal Arts,27477,450,19264,13799,1215,0.059329069,65000,47000,1.00E+05,43298,27799,18630,2398,0.079411862,47000,30625,73000,0.388230307,0.382978723
1104,FOOD SCIENCE,Agriculture & Natural Resources,14521,266,10857,8074,370,0.032956266,72000,50000,110000,22853,16298,12431,681,0.040108369,63000,40000,92000,0.388532135,0.142857143
2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,86791,1758,66432,56355,2669,0.038624622,98000,70000,135000,131402,96312,82220,5047,0.049793309,76000,50000,104000,0.397771698,0.289473684
2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,3940,66,2673,1905,79,0.028706395,105000,75000,140800,5941,3797,3165,0,0,87000,57000,125000,0.398745066,0.206896552
5206,SOCIAL PSYCHOLOGY,Psychology & Social Work,7007,119,4796,3509,312,0.061080658,71000,48800,1.00E+05,10307,6486,4928,660,0.092359362,49000,36300,75000,0.404701398,0.448979592
2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,10801,197,6739,6332,222,0.03189197,102000,70000,145000,15759,10596,9044,449,0.040651879,1.00E+05,60000,128000,0.406664157,0.02
4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,4810,103,3880,3045,445,0.102890173,98000,65000,131500,6996,5711,5020,150,0.025592902,92000,53000,136000,0.407419956,0.065217391
6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts,56666,892,40441,27668,2293,0.053657509,65000,45000,93000,82188,54192,35955,3731,0.0644131,45500,31000,73000,0.408097714,0.428571429
6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,51566,848,39185,28576,1100,0.027305449,60000,41000,90000,72590,49431,34327,2326,0.044940781,45000,33000,62000,0.415332324,0.333333333
6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,64284,1172,54355,42137,1226,0.022057897,70000,52000,1.00E+05,90171,69217,50755,3592,0.04933456,52000,37000,75000,0.416198893,0.346153846
4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts,32549,600,26153,18746,1786,0.063924979,70000,46000,115000,45113,34373,24209,2680,0.072328826,50000,32000,72000,0.41911102,0.4
4002,NUTRITION SCIENCES,Health,40740,641,31411,21321,773,0.024018146,65000,48400,1.00E+05,56400,38530,26254,2503,0.060999683,50000,35000,70000,0.419394688,0.3
5501,ECONOMICS,Social Science,517614,9822,386002,315920,17668,0.043768425,1.00E+05,63000,175000,700637,496450,409200,29246,0.055632913,70000,44000,111000,0.424882885,0.428571429
2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education,202105,3061,131845,92639,3782,0.027885303,65000,50000,85000,270939,185279,133212,8119,0.041980786,50000,35000,68000,0.427243555,0.3
6110,COMMUNITY AND PUBLIC HEALTH,Health,35543,638,28112,22384,874,0.030152487,68500,48000,1.00E+05,47568,36104,27108,1804,0.047588899,50000,35000,70000,0.427656989,0.37
2408,ELECTRICAL ENGINEERING,Engineering,482767,10070,371723,324080,13974,0.036230513,106000,80000,145000,645159,471850,413582,24278,0.048934952,90000,62000,118000,0.428013008,0.177777778
4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts,165460,3112,115266,90580,3926,0.032938452,48000,32000,69000,220424,154911,116980,6305,0.039109021,40000,28000,58000,0.428781706,0.2
5006,OCEANOGRAPHY,Physical Sciences,7315,197,5501,5642,125,0.022218272,90000,50000,114000,9739,7311,6029,419,0.054204398,60000,44000,97000,0.428931629,0.5
2399,MISCELLANEOUS EDUCATION,Education,166626,2091,86566,59620,3106,0.034637345,61000,46200,83000,221750,122937,89949,4880,0.038179585,50000,36000,72000,0.42903269,0.22
2402,BIOLOGICAL ENGINEERING,Engineering,21515,433,16810,13353,695,0.039702942,80000,50000,120000,28562,21509,17822,1118,0.049409997,65000,40000,93000,0.429638357,0.230769231
5401,PUBLIC ADMINISTRATION,Law & Public Policy,42661,750,31985,27682,2000,0.058849492,75000,50000,110000,53242,37006,30763,2609,0.065858892,58000,40000,86000,0.444834885,0.293103448
2304,ELEMENTARY EDUCATION,Education,1105607,15410,668185,438791,13889,0.020362893,55000,44000,70000,1379686,762114,476855,28714,0.03630878,40000,32000,51000,0.444859821,0.375
5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work,13718,221,9546,7366,453,0.04530453,75000,50000,106000,16994,11009,8347,1044,0.08661744,63000,41000,85000,0.446665798,0.19047619
3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services,3465,29,1248,1040,72,0.054545455,74000,37900,123000,4278,1650,1671,187,0.101796407,64000,39000,90000,0.447500969,0.15625
2300,GENERAL EDUCATION,Education,1128727,13846,698049,507406,24083,0.033349858,58000,45000,75000,1388324,805371,573139,35180,0.041853498,44000,32000,60000,0.448432312,0.318181818
6002,MUSIC,Arts,205013,2759,150394,88436,6507,0.041472011,60000,41000,85000,251339,174414,109664,8834,0.048207893,46400,32000,70000,0.449243128,0.293103448
2314,ART AND MUSIC EDUCATION,Education,183239,2679,123145,80953,3600,0.028403487,59000,45000,75000,218268,143673,90398,5955,0.039798701,44000,32200,57000,0.456378096,0.340909091
2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts,57960,853,40277,27836,2157,0.05083188,65000,42000,98000,68993,41522,28718,3414,0.07597472,49000,31000,70000,0.456546911,0.326530612
2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,17051,335,13042,10727,705,0.051283916,92000,70000,120000,20152,13729,11755,880,0.06023684,78000,55000,105000,0.458323254,0.179487179
5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts,107888,1971,83632,59545,4374,0.049701157,65000,45100,1.00E+05,126116,90622,62339,6369,0.065665887,45000,30000,70000,0.461051948,0.444444444
5404,SOCIAL WORK,Psychology & Social Work,260824,4537,203983,153941,7963,0.037570891,53000,40000,70000,301611,211272,157896,12645,0.056471818,40000,30000,54000,0.463740699,0.325
3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts,881433,13688,598806,420936,25330,0.040584103,67000,46600,1.00E+05,1018267,650188,457320,45414,0.065287334,50000,34600,78000,0.463985366,0.34
2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education,72079,1122,46866,32536,896,0.018759683,55000,43000,69000,82941,54460,35610,1804,0.032063131,40000,30000,52000,0.464965811,0.375
5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,90232,1814,66748,54643,1881,0.027408238,84000,55000,125000,103388,72682,57959,4848,0.062530633,66000,43000,1.00E+05,0.466026237,0.272727273
6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,152238,2872,124688,97680,3174,0.024823638,111000,85000,140000,173397,120500,88001,4110,0.032982907,107000,80000,125000,0.46751117,0.037383178
2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts,46826,784,31558,23188,1436,0.043523065,68000,45000,1.00E+05,52934,31878,22253,2111,0.062108329,47000,32000,76000,0.469386528,0.446808511
5200,PSYCHOLOGY,Psychology & Social Work,1184158,20547,915341,666630,35718,0.03755603,64000,45000,97000,1322161,938016,689146,64552,0.064386655,46000,32200,70000,0.472468987,0.391304348
1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts,84409,1573,65878,48598,3091,0.044817237,75000,50000,120000,90834,65609,46517,4630,0.065917795,50000,34600,75000,0.481668312,0.5
5000,PHYSICAL SCIENCES,Physical Sciences,7979,141,5292,4180,208,0.037818182,80000,54000,135000,8495,5676,4945,238,0.04024349,60000,38000,89000,0.484338958,0.333333333
5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,11739,254,8657,7488,237,0.026647178,82000,52000,110000,12457,9847,8754,384,0.037532988,60000,39000,90000,0.485162837,0.366666667
2405,CHEMICAL ENGINEERING,Engineering,168136,3306,124544,106097,4997,0.03857466,102000,70000,150000,173332,120146,103629,5413,0.043111207,90000,62000,123000,0.492391674,0.133333333
2401,AEROSPACE ENGINEERING,Engineering,58511,1240,42632,39834,1225,0.027931687,107000,80000,140000,60077,41023,36578,1656,0.038801284,85000,60000,110000,0.493397308,0.258823529
6402,HISTORY,Humanities & Liberal Arts,645414,11486,454797,347910,18445,0.038975831,80000,51000,125000,657090,439435,338441,28790,0.061487533,52000,35000,83000,0.495517864,0.538461538
5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science,14077,306,10916,9039,551,0.048050929,73000,52000,105000,14312,10935,8899,653,0.056351398,54000,40000,81000,0.495861073,0.351851852
3701,APPLIED MATHEMATICS,Computers & Mathematics,17075,386,14113,11699,416,0.02863239,1.00E+05,65000,135000,17276,13704,11253,773,0.05339504,76000,48000,110000,0.497074321,0.315789474
3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,21973,429,16979,14113,751,0.042357586,92000,64000,125000,22210,17024,13665,874,0.048832272,75000,45000,106000,0.497317973,0.226666667
2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts,215376,3187,145043,98947,5820,0.038578048,67000,48000,1.00E+05,216138,137925,92812,8372,0.057226054,50000,35000,70000,0.499117062,0.34
2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education,119073,1646,68997,47671,2263,0.031756946,60000,45000,84000,118529,71644,49027,3206,0.042832331,47000,35000,65000,0.501144772,0.276595745
3700,MATHEMATICS,Computers & Mathematics,418056,6906,287467,217363,11245,0.037644956,89000,60000,127000,407046,262174,202078,14142,0.051180532,68000,43000,1.00E+05,0.506671902,0.308823529
5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science,695725,14467,548199,455539,22134,0.038808906,92000,60000,150000,674509,492011,398808,33077,0.062993251,60000,40000,95000,0.507741743,0.533333333
5505,INTERNATIONAL RELATIONS,Social Science,69355,1348,54693,44547,2594,0.045280779,86000,55000,132000,66901,49168,38384,3157,0.060334448,60000,40000,90000,0.509005108,0.433333333
2410,ENVIRONMENTAL ENGINEERING,Engineering,11722,252,9387,8183,450,0.045745654,81000,56000,110000,10985,8641,7475,304,0.033985467,71900,55000,1.00E+05,0.516228476,0.126564673
3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,27744,553,22488,17787,597,0.025860949,65000,43200,108000,25601,19978,15600,802,0.038594803,55000,35000,75000,0.520086231,0.181818182
5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work,32107,590,24652,18469,777,0.030555665,68000,45000,110000,29609,20627,14514,1851,0.082347184,47000,32000,75000,0.520237864,0.446808511
2415,METALLURGICAL ENGINEERING,Engineering,13656,251,9299,8095,218,0.022906378,1.00E+05,74000,135000,12555,6692,5415,310,0.044273065,98000,66000,123000,0.521002632,0.020408163
2309,SECONDARY TEACHER EDUCATION,Education,239928,3094,128469,89415,2929,0.022291055,61000,48000,80000,217166,123329,86002,5494,0.042647664,45000,35000,62000,0.524898599,0.355555556
5005,GEOSCIENCES,Physical Sciences,9006,204,7443,6200,134,0.0176851,90000,55000,130000,7977,5920,4890,238,0.038648912,58000,38000,80000,0.530295001,0.551724138
6403,UNITED STATES HISTORY,Humanities & Liberal Arts,18877,311,12217,8628,327,0.02606824,82000,55000,130000,16704,10913,7898,943,0.079537787,52000,39000,85000,0.53053596,0.576923077
2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,21377,447,15822,13676,472,0.028967718,1.00E+05,74000,147000,18682,13391,11561,660,0.046971746,70000,48000,1.00E+05,0.533637884,0.428571429
4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,5982,118,5032,3879,239,0.04534244,95000,55000,135000,5156,4206,3116,184,0.04191344,55000,40000,93000,0.537080266,0.727272727
2313,LANGUAGE AND DRAMA EDUCATION,Education,199901,2757,122260,80860,3921,0.031074409,58000,45100,75000,169782,102263,63345,4956,0.046223151,43200,33300,55000,0.540736252,0.342592593
2418,NUCLEAR ENGINEERING,Engineering,10520,243,8567,8018,100,0.011538018,110000,85000,148000,8688,6730,6258,144,0.020948502,1.00E+05,65000,130000,0.547688463,0.1
5402,PUBLIC POLICY,Law & Public Policy,15284,338,12875,10988,415,0.031226486,89000,60000,136000,12158,9478,7456,441,0.044460127,63000,41800,94000,0.55695649,0.412698413
2305,MATHEMATICS TEACHER EDUCATION,Education,80826,1194,51750,34672,748,0.014248162,60000,47500,80000,63346,42354,27419,1610,0.036620872,45000,35000,62000,0.560622035,0.333333333
2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education,69301,993,42043,28805,954,0.022187594,62000,48000,84000,53851,34223,23656,1460,0.040915842,48000,36000,63000,0.562727361,0.291666667
3606,MICROBIOLOGY,Biology & Life Science,83816,1631,66240,53208,2201,0.032159086,85000,53000,141000,63129,42544,33085,2062,0.046226965,60000,40500,85000,0.570390282,0.416666667
4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts,250420,4566,182113,138724,7369,0.038890238,65000,41900,105000,184971,124979,90406,9196,0.068537358,46000,30000,72000,0.575161177,0.413043478
2310,SPECIAL NEEDS EDUCATION,Education,192495,3240,144858,98736,3329,0.022464859,58000,46000,75000,140128,100814,68067,4629,0.043900496,43000,35000,54000,0.578718249,0.348837209
3602,BOTANY,Biology & Life Science,19960,323,13071,9457,449,0.033210059,70000,42000,110000,13863,9100,6255,327,0.034687599,50000,32000,76000,0.590130976,0.4
3600,BIOLOGY,Biology & Life Science,1085977,21994,898342,703347,19368,0.021104706,95000,56000,174000,718231,512669,394936,28639,0.052907033,54000,37000,80000,0.601913416,0.759259259
5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,6331,136,5480,4548,112,0.020028612,96000,60000,150000,3899,2720,2163,298,0.098740888,85000,56000,109000,0.61886608,0.129411765
5003,CHEMISTRY,Physical Sciences,464784,8694,336838,273532,10411,0.029981368,1.00E+05,62000,160000,282037,180034,145119,10316,0.054194904,60000,40000,90000,0.622349934,0.666666667
3608,PHYSIOLOGY,Biology & Life Science,59363,1155,50450,38252,1078,0.020920664,90000,55000,151000,34819,25501,18261,1284,0.047937278,50000,35000,78000,0.630300907,0.8
2404,BIOMEDICAL ENGINEERING,Engineering,22155,475,19474,16845,366,0.018447581,90000,49000,150000,12362,9626,8051,547,0.053769783,70000,48000,104000,0.641857635,0.285714286
3501,LIBRARY SCIENCE,Education,28963,314,15651,10914,483,0.029936779,52000,41996,76000,15850,6798,4292,743,0.098528047,40000,30000,55000,0.646307991,0.3
3603,MOLECULAR BIOLOGY,Biology & Life Science,37872,875,32729,26944,950,0.028207488,85000,50000,155000,20564,15914,11602,679,0.04092087,50000,31000,75000,0.648093641,0.7
3607,PHARMACOLOGY,Biology & Life Science,8853,168,7571,6238,188,0.024229927,105000,70000,137000,4506,3126,2463,57,0.017907634,66000,38000,105000,0.662699304,0.590909091
3609,ZOOLOGY,Biology & Life Science,106415,1978,80607,60310,1723,0.020927973,110000,65000,230000,52896,34015,25588,1680,0.047065415,55000,35000,88000,0.667970197,1
5007,PHYSICS,Physical Sciences,227722,4361,168583,140603,6189,0.035411851,1.00E+05,62000,140000,111298,72752,57486,3832,0.050036561,74000,43000,110000,0.671706684,0.351351351
3611,NEUROSCIENCE,Biology & Life Science,14429,286,12551,10044,225,0.017611146,58000,45000,90000,6993,4802,3580,360,0.069740411,40000,30000,79000,0.673559892,0.45
5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work,28941,396,18993,12772,499,0.025600246,61000,45500,84000,13515,8561,5713,655,0.071072049,40000,34000,70000,0.681670435,0.525
3601,BIOCHEMICAL SCIENCES,Biology & Life Science,128892,2765,109944,90589,2728,0.024211872,96000,55000,175000,58550,43165,34108,2888,0.062710355,55000,36000,85000,0.687636709,0.745454545
3605,GENETICS,Biology & Life Science,12106,261,10450,9060,207,0.019423853,78000,48000,120000,5255,4020,3187,192,0.045584046,56000,36000,90000,0.697310063,0.392857143
5008,MATERIALS SCIENCE,Engineering,14184,299,12263,9894,273,0.021777281,95000,65000,125000,5643,4619,4001,134,0.02819272,80000,65000,103000,0.715388107,0.1875
6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,182108,2947,145102,93323,2103,0.0142862,65000,50000,83000,59427,39683,24385,1578,0.038244347,44000,32700,60000,0.753961124,0.477272727
5203,COUNSELING PSYCHOLOGY,Psychology & Social Work,51812,724,38468,28808,1420,0.035599679,50000,36000,65000,16781,12377,8502,835,0.063200121,40000,25000,50000,0.755354045,0.25
5202,CLINICAL PSYCHOLOGY,Psychology & Social Work,22716,355,16612,12022,782,0.044958032,70000,47000,95000,6519,4368,3033,357,0.075555556,46000,30000,70000,0.777013853,0.52173913
6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,114971,1766,78132,58825,1732,0.021686868,135000,70000,294000,26320,16221,12185,1012,0.05872454,51000,35000,87000,0.813717788,1.647058824
2303,SCHOOL STUDENT COUNSELING,Education,19841,260,11313,8130,613,0.051400302,56000,42000,70000,2232,1328,980,169,0.112892452,42000,27000,51000,0.898880986,0.333333333
2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education,54159,841,34142,26850,582,0.016760742,65000,50000,86000,4003,3079,2434,0,0,58000,45000,79000,0.931174994,0.120689655