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Create all-ages.csv

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This includes all ages.
This commit is contained in:
Ben Casselman
2014-09-11 17:28:18 -04:00
parent fd71644535
commit 8eb18e0b61
1 changed files with 174 additions and 0 deletions
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college-majors/all-ages.csv Normal file
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Major_code,Major,Major_category,Total,Employed,Employed_full_time_year_round,Unemployed,Unemployment_rate,Median,P25th,P75th
1100,GENERAL AGRICULTURE,Agriculture & Natural Resources,128148,90245,74078,2423,0.026147106,50000,34000,80000
1101,AGRICULTURE PRODUCTION AND MANAGEMENT,Agriculture & Natural Resources,95326,76865,64240,2266,0.028636059,54000,36000,80000
1102,AGRICULTURAL ECONOMICS,Agriculture & Natural Resources,33955,26321,22810,821,0.030248324,63000,40000,98000
1103,ANIMAL SCIENCES,Agriculture & Natural Resources,103549,81177,64937,3619,0.0426789,46000,30000,72000
1104,FOOD SCIENCE,Agriculture & Natural Resources,24280,17281,12722,894,0.049188446,62000,38500,90000
1105,PLANT SCIENCE AND AGRONOMY,Agriculture & Natural Resources,79409,63043,51077,2070,0.031790887,50000,35000,75000
1106,SOIL SCIENCE,Agriculture & Natural Resources,6586,4926,4042,264,0.050867052,63000,39400,88000
1199,MISCELLANEOUS AGRICULTURE,Agriculture & Natural Resources,8549,6392,5074,261,0.039230422,52000,35000,75000
1301,ENVIRONMENTAL SCIENCE,Biology & Life Science,106106,87602,65238,4736,0.051289827,52000,38000,75000
1302,FORESTRY,Agriculture & Natural Resources,69447,48228,39613,2144,0.042563329,58000,40500,80000
1303,NATURAL RESOURCES MANAGEMENT,Agriculture & Natural Resources,83188,65937,50595,3789,0.054341279,52000,37100,75000
1401,ARCHITECTURE,Engineering,294692,216770,163020,20394,0.085991129,63000,40400,93500
1501,AREA ETHNIC AND CIVILIZATION STUDIES,Humanities & Liberal Arts,103740,75798,50530,5525,0.067938959,46000,32000,71000
1901,COMMUNICATIONS,Communications & Journalism,987676,790696,595739,54390,0.064360314,50000,35000,80000
1902,JOURNALISM,Communications & Journalism,418104,314438,235407,20754,0.061916752,50000,35000,80000
1903,MASS MEDIA,Communications & Journalism,211213,170474,125489,15431,0.08300476,48000,32000,70000
1904,ADVERTISING AND PUBLIC RELATIONS,Communications & Journalism,186829,147433,111552,10624,0.067216257,50000,34000,75000
2001,COMMUNICATION TECHNOLOGIES,Computers & Mathematics,62141,49609,37261,4609,0.085008669,50000,34500,75000
2100,COMPUTER AND INFORMATION SYSTEMS,Computers & Mathematics,253782,218248,189950,11945,0.051891239,65000,45000,90000
2101,COMPUTER PROGRAMMING AND DATA PROCESSING,Computers & Mathematics,29317,22828,18747,2265,0.090264217,60000,40000,85000
2102,COMPUTER SCIENCE,Computers & Mathematics,783292,656372,561052,34196,0.049518657,78000,51000,105000
2105,INFORMATION SCIENCES,Computers & Mathematics,77805,66393,57604,3704,0.052841063,68000,46200,95000
2106,COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY,Computers & Mathematics,39362,32366,28156,2626,0.075045725,55000,40000,80000
2107,COMPUTER NETWORKING AND TELECOMMUNICATIONS,Computers & Mathematics,51771,44071,35954,2748,0.05869412,55000,36000,80000
2201,COSMETOLOGY SERVICES AND CULINARY ARTS,Industrial Arts & Consumer Services,42325,33388,25780,1941,0.0549407,40000,26200,60000
2300,GENERAL EDUCATION,Education,1438867,843693,591863,38742,0.043903517,43000,32000,59000
2301,EDUCATIONAL ADMINISTRATION AND SUPERVISION,Education,4037,3113,2468,0,0,58000,44750,79000
2303,SCHOOL STUDENT COUNSELING,Education,2396,1492,1093,169,0.101745936,41000,33200,50000
2304,ELEMENTARY EDUCATION,Education,1446701,819393,501786,32685,0.038359164,40000,31000,50000
2305,MATHEMATICS TEACHER EDUCATION,Education,68808,47203,29494,1610,0.032983017,43000,34000,60000
2306,PHYSICAL AND HEALTH EDUCATION TEACHING,Education,281661,193542,136343,9389,0.046266958,48400,34000,66500
2307,EARLY CHILDHOOD EDUCATION,Education,157079,113460,71133,5890,0.049350649,35300,27000,45800
2308,SCIENCE AND COMPUTER TEACHER EDUCATION,Education,56477,36224,24817,1596,0.042199894,46000,35000,61000
2309,SECONDARY TEACHER EDUCATION,Education,224262,129486,88917,5925,0.043755677,45000,34000,60000
2310,SPECIAL NEEDS EDUCATION,Education,149689,108272,71615,5357,0.047144655,42000,34000,53000
2311,SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION,Education,127022,78785,51632,3800,0.046013199,45000,33000,64000
2312,TEACHER EDUCATION: MULTIPLE LEVELS,Education,88067,58885,37892,2032,0.033356863,40000,30000,51000
2313,LANGUAGE AND DRAMA EDUCATION,Education,181445,111347,67651,5624,0.048080293,42000,32000,54000
2314,ART AND MUSIC EDUCATION,Education,231861,155159,94756,6629,0.040973373,42600,32000,56000
2399,MISCELLANEOUS EDUCATION,Education,225553,126054,91322,5145,0.039215238,50000,35600,71000
2400,GENERAL ENGINEERING,Engineering,503080,359172,312023,17986,0.047688237,75000,50000,1.00E+05
2401,AEROSPACE ENGINEERING,Engineering,65734,44944,38491,1969,0.041971309,80000,58000,110000
2402,BIOLOGICAL ENGINEERING,Engineering,32748,24270,18621,1521,0.058974061,62000,40000,91000
2403,ARCHITECTURAL ENGINEERING,Engineering,19587,13713,11180,1017,0.06904277,78000,50000,102000
2404,BIOMEDICAL ENGINEERING,Engineering,18347,12876,9202,1105,0.079035834,65000,40000,96000
2405,CHEMICAL ENGINEERING,Engineering,188046,131697,109406,6388,0.046261361,86000,60000,120000
2406,CIVIL ENGINEERING,Engineering,358593,262831,220528,14823,0.053386589,78000,55000,105000
2407,COMPUTER ENGINEERING,Engineering,154160,128742,111025,7456,0.054743829,80000,60000,107000
2408,ELECTRICAL ENGINEERING,Engineering,671647,489965,422317,26064,0.050508789,88000,60000,116000
2409,ENGINEERING MECHANICS PHYSICS AND SCIENCE,Engineering,20582,14909,12257,683,0.043804515,65000,45000,1.00E+05
2410,ENVIRONMENTAL ENGINEERING,Engineering,13016,9849,8104,472,0.045732003,70000,50000,95000
2411,GEOLOGICAL AND GEOPHYSICAL ENGINEERING,Engineering,6264,4120,3350,0,0,85000,55000,125000
2412,INDUSTRIAL AND MANUFACTURING ENGINEERING,Engineering,138366,101273,85014,5498,0.051493383,75000,50000,101000
2413,MATERIALS ENGINEERING AND MATERIALS SCIENCE,Engineering,21430,14687,11871,933,0.059731114,78000,55000,105000
2414,MECHANICAL ENGINEERING,Engineering,581529,422207,362053,19360,0.043843856,80000,59000,110000
2415,METALLURGICAL ENGINEERING,Engineering,12818,6939,5462,326,0.044872677,96000,65000,123000
2416,MINING AND MINERAL ENGINEERING,Engineering,10746,7416,6419,366,0.047031611,92000,52000,124000
2417,NAVAL ARCHITECTURE AND MARINE ENGINEERING,Engineering,16094,10690,9226,449,0.040308825,97000,60000,125000
2418,NUCLEAR ENGINEERING,Engineering,9826,7320,6474,527,0.067159424,95000,65000,128000
2419,PETROLEUM ENGINEERING,Engineering,19631,14002,11636,617,0.042205349,125000,75000,210000
2499,MISCELLANEOUS ENGINEERING,Engineering,57006,43906,37194,2744,0.058821008,70000,50000,1.00E+05
2500,ENGINEERING TECHNOLOGIES,Engineering,37382,30102,25651,1475,0.046711214,63000,40000,93000
2501,ENGINEERING AND INDUSTRIAL MANAGEMENT,Engineering,47098,27275,22104,1577,0.054658256,74000,50000,107000
2502,ELECTRICAL ENGINEERING TECHNOLOGY,Engineering,94697,73737,64157,4572,0.058384094,67000,46900,91000
2503,INDUSTRIAL PRODUCTION TECHNOLOGIES,Engineering,82142,65401,57266,3431,0.049846002,70000,48000,98000
2504,MECHANICAL ENGINEERING RELATED TECHNOLOGIES,Engineering,29348,24190,21273,1101,0.043533273,60000,40000,82000
2599,MISCELLANEOUS ENGINEERING TECHNOLOGIES,Engineering,64196,53097,46183,3401,0.060196821,63000,42000,90000
2601,LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE,Humanities & Liberal Arts,75791,45657,30428,4043,0.081348089,48000,30000,70000
2602,FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES,Humanities & Liberal Arts,236342,153654,99459,9598,0.058792542,48000,33500,69000
2603,OTHER FOREIGN LANGUAGES,Humanities & Liberal Arts,57793,34696,23046,2707,0.072373874,45000,30000,75000
2901,FAMILY AND CONSUMER SCIENCES,Industrial Arts & Consumer Services,402038,241585,154167,14273,0.055784849,40500,30000,60000
3201,COURT REPORTING,Law & Public Policy,9330,7270,6143,518,0.066512583,50000,34000,75000
3202,PRE-LAW AND LEGAL STUDIES,Law & Public Policy,67037,49259,37254,3699,0.069847804,48000,34000,70000
3301,ENGLISH LANGUAGE AND LITERATURE,Humanities & Liberal Arts,1098647,708882,482229,52248,0.068645304,50000,32900,75000
3302,COMPOSITION AND RHETORIC,Humanities & Liberal Arts,59211,44913,29628,3569,0.07361495,40000,28800,65000
3401,LIBERAL ARTS,Humanities & Liberal Arts,601221,404932,296792,29348,0.067578521,50000,33000,75000
3402,HUMANITIES,Humanities & Liberal Arts,46188,29971,19460,2530,0.077843759,46700,30000,70000
3501,LIBRARY SCIENCE,Education,16193,7091,4330,743,0.094842992,40000,30000,55000
3600,BIOLOGY,Biology & Life Science,839454,583079,422788,36757,0.05930117,51000,35000,80000
3601,BIOCHEMICAL SCIENCES,Biology & Life Science,75322,52594,37103,4056,0.071597529,53000,33000,82000
3602,BOTANY,Biology & Life Science,14135,9284,6333,327,0.034023515,50000,32000,75000
3603,MOLECULAR BIOLOGY,Biology & Life Science,28197,20221,13366,1303,0.060537075,45000,30000,70000
3604,ECOLOGY,Biology & Life Science,45368,36708,25677,1888,0.048916986,47500,32000,73000
3605,GENETICS,Biology & Life Science,6362,4747,3498,206,0.041590955,48000,33000,80000
3606,MICROBIOLOGY,Biology & Life Science,68885,45422,33990,2435,0.050880749,60000,40000,85000
3607,PHARMACOLOGY,Biology & Life Science,5015,3481,2579,57,0.016110797,60000,35000,105000
3608,PHYSIOLOGY,Biology & Life Science,43984,31394,20207,1692,0.051139455,50000,30000,75000
3609,ZOOLOGY,Biology & Life Science,55395,35714,26152,1815,0.0483626,55000,34000,85000
3611,NEUROSCIENCE,Biology & Life Science,13676,8987,5446,665,0.068897638,35000,28000,52000
3699,MISCELLANEOUS BIOLOGY,Biology & Life Science,29389,22298,16508,1114,0.047582436,52000,33500,72800
3700,MATHEMATICS,Computers & Mathematics,432806,280902,209838,15701,0.05293608,66000,42000,1.00E+05
3701,APPLIED MATHEMATICS,Computers & Mathematics,19112,15136,12109,892,0.055652608,70000,47000,106000
3702,STATISTICS AND DECISION SCIENCE,Computers & Mathematics,24806,18808,14468,1138,0.057054046,70000,43000,102000
3801,MILITARY TECHNOLOGIES,Industrial Arts & Consumer Services,4315,1650,1708,187,0.101796407,64000,39750,90000
4000,MULTI/INTERDISCIPLINARY STUDIES,Interdisciplinary,45199,35706,26038,2990,0.077268968,43000,32000,55000
4001,INTERCULTURAL AND INTERNATIONAL STUDIES,Humanities & Liberal Arts,56580,43114,27499,3462,0.074330127,45000,30000,69000
4002,NUTRITION SCIENCES,Health,64534,43878,28112,2961,0.06321655,49500,34000,69000
4005,MATHEMATICS AND COMPUTER SCIENCE,Computers & Mathematics,7184,5874,5039,150,0.024900398,92000,53000,136000
4006,COGNITIVE SCIENCE AND BIOPSYCHOLOGY,Biology & Life Science,6898,5527,3639,284,0.048872827,53000,31500,93000
4007,INTERDISCIPLINARY SOCIAL SCIENCES,Social Science,61871,43312,31078,3030,0.065383453,45000,33000,67000
4101,PHYSICAL FITNESS PARKS RECREATION AND LEISURE,Industrial Arts & Consumer Services,350409,286683,204242,14108,0.046902999,44000,30000,60000
4801,PHILOSOPHY AND RELIGIOUS STUDIES,Humanities & Liberal Arts,205763,138734,95429,11252,0.075020335,45000,30000,70000
4901,THEOLOGY AND RELIGIOUS VOCATIONS,Humanities & Liberal Arts,232865,164827,121606,7317,0.042505112,40000,27000,56000
5000,PHYSICAL SCIENCES,Physical Sciences,8856,5872,4961,238,0.038952537,60000,38000,89000
5001,ASTRONOMY AND ASTROPHYSICS,Physical Sciences,4700,3400,2447,320,0.086021505,80000,40000,106000
5002,ATMOSPHERIC SCIENCES AND METEOROLOGY,Physical Sciences,14051,11252,9098,429,0.036726308,60000,39000,90000
5003,CHEMISTRY,Physical Sciences,308062,198075,153308,11468,0.054728624,59000,38700,90000
5004,GEOLOGY AND EARTH SCIENCE,Physical Sciences,107902,75698,59262,5272,0.065110535,65000,42000,1.00E+05
5005,GEOSCIENCES,Physical Sciences,8267,6129,5020,274,0.042792441,57000,36000,80000
5006,OCEANOGRAPHY,Physical Sciences,10741,7882,6508,449,0.053895091,55000,40000,90000
5007,PHYSICS,Physical Sciences,122620,80797,60812,4440,0.052090055,70000,40000,110000
5008,MATERIALS SCIENCE,Engineering,7208,5866,4505,134,0.022333333,75000,60000,1.00E+05
5098,MULTI-DISCIPLINARY OR GENERAL SCIENCE,Physical Sciences,427953,308461,238933,14613,0.045231124,56000,38000,85000
5102,"NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES",Physical Sciences,12166,9560,7238,718,0.069857949,62000,45000,80000
5200,PSYCHOLOGY,Psychology & Social Work,1484075,1055854,736817,79066,0.069666584,45000,31000,68000
5201,EDUCATIONAL PSYCHOLOGY,Psychology & Social Work,14041,8751,5763,716,0.07563114,40000,33000,70000
5202,CLINICAL PSYCHOLOGY,Psychology & Social Work,7638,5128,3297,587,0.102712161,45000,26100,62000
5203,COUNSELING PSYCHOLOGY,Psychology & Social Work,17633,13071,8888,954,0.06802139,39000,25000,50000
5205,INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY,Psychology & Social Work,17969,11878,8631,1084,0.08362907,62000,40000,84000
5206,SOCIAL PSYCHOLOGY,Psychology & Social Work,10871,6897,5226,660,0.087336245,47000,35000,70000
5299,MISCELLANEOUS PSYCHOLOGY,Psychology & Social Work,34102,23921,15688,2137,0.082009364,45000,30000,70000
5301,CRIMINAL JUSTICE AND FIRE PROTECTION,Law & Public Policy,757141,613369,517599,35037,0.054035589,50000,35000,74000
5401,PUBLIC ADMINISTRATION,Law & Public Policy,54636,37879,31262,2836,0.069654918,56000,40000,85000
5402,PUBLIC POLICY,Law & Public Policy,14782,11147,8196,959,0.079216917,60000,38000,90000
5403,HUMAN SERVICES AND COMMUNITY ORGANIZATION,Psychology & Social Work,81786,61402,44959,4794,0.072421294,38000,29000,52000
5404,SOCIAL WORK,Psychology & Social Work,319163,225081,164020,14208,0.059375901,40000,30000,53000
5500,GENERAL SOCIAL SCIENCES,Social Science,127363,80165,57036,6132,0.071056931,50000,35000,75000
5501,ECONOMICS,Social Science,757616,535446,430580,34974,0.061312717,69000,42000,110000
5502,ANTHROPOLOGY AND ARCHEOLOGY,Humanities & Liberal Arts,143087,102399,66046,8684,0.078175778,43000,30000,68000
5503,CRIMINOLOGY,Social Science,75085,59534,48763,4106,0.06451917,49000,35000,72000
5504,GEOGRAPHY,Social Science,115423,83671,63070,6202,0.06900849,54000,38300,78000
5505,INTERNATIONAL RELATIONS,Social Science,77371,56564,42091,4278,0.07031327,55000,40000,89000
5506,POLITICAL SCIENCE AND GOVERNMENT,Social Science,748956,541630,421761,40376,0.069373855,58000,38000,90000
5507,SOCIOLOGY,Social Science,674558,459174,336515,32344,0.065804304,47000,33000,70000
5599,MISCELLANEOUS SOCIAL SCIENCES,Social Science,15882,12307,9444,708,0.054398771,52000,40000,80000
5601,CONSTRUCTION SERVICES,Industrial Arts & Consumer Services,92346,79055,65916,4257,0.051097081,65000,45000,95000
5701,"ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION",Industrial Arts & Consumer Services,15726,12607,10453,692,0.052033988,48000,32000,75000
5901,TRANSPORTATION SCIENCES AND TECHNOLOGIES,Industrial Arts & Consumer Services,126639,98814,83519,4902,0.047263682,67000,42500,98000
6000,FINE ARTS,Arts,571961,386961,256747,29912,0.071753268,45000,30000,70000
6001,DRAMA AND THEATER ARTS,Arts,174817,135071,81519,11789,0.08027373,42000,29000,62000
6002,MUSIC,Arts,276262,192704,116142,11155,0.054719193,45000,30000,67000
6003,VISUAL AND PERFORMING ARTS,Arts,55141,41098,23479,4297,0.094658002,40000,27000,59000
6004,COMMERCIAL ART AND GRAPHIC DESIGN,Arts,504657,379980,266671,30330,0.073919719,46600,32000,70000
6005,FILM VIDEO AND PHOTOGRAPHIC ARTS,Arts,133508,107651,69303,10080,0.085618911,47000,30000,70000
6006,ART HISTORY AND CRITICISM,Humanities & Liberal Arts,90852,61295,38989,4185,0.063912645,44500,30000,70000
6007,STUDIO ARTS,Arts,81008,58799,36943,5372,0.083713827,37600,24900,58000
6099,MISCELLANEOUS FINE ARTS,Arts,8511,6431,3802,1190,0.156147487,45000,30000,60000
6100,GENERAL MEDICAL AND HEALTH SERVICES,Health,104516,78198,53746,4525,0.054700627,50000,35000,73000
6102,COMMUNICATION DISORDERS SCIENCES AND SERVICES,Health,74977,49393,26085,2407,0.046467181,42000,30000,60000
6103,HEALTH AND MEDICAL ADMINISTRATIVE SERVICES,Health,108510,85360,67294,5160,0.057003977,50000,35000,75000
6104,MEDICAL ASSISTING SERVICES,Health,64316,51279,25118,1660,0.031356845,55000,37000,75000
6105,MEDICAL TECHNOLOGIES TECHNICIANS,Health,164990,121479,92128,4564,0.036209865,60000,45000,76000
6106,HEALTH AND MEDICAL PREPARATORY PROGRAMS,Health,32514,19009,13147,1431,0.070009785,50000,34000,85000
6107,NURSING,Health,1769892,1325711,947546,36503,0.026796818,62000,48000,80000
6108,PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION,Health,180084,124058,89234,4414,0.034357681,106000,78000,125000
6109,TREATMENT THERAPY PROFESSIONS,Health,252138,199174,128115,5378,0.026291603,61000,40000,80000
6110,COMMUNITY AND PUBLIC HEALTH,Health,56741,42543,28912,3032,0.066527702,47000,32800,70000
6199,MISCELLANEOUS HEALTH MEDICAL PROFESSIONS,Health,77647,52610,35676,2978,0.053572714,45000,32000,62000
6200,GENERAL BUSINESS,Business,2148712,1580978,1304646,85626,0.051377532,60000,40000,95000
6201,ACCOUNTING,Business,1779219,1335825,1095027,75379,0.053414673,65000,42500,1.00E+05
6202,ACTUARIAL SCIENCE,Business,9763,7846,6880,466,0.056063523,72000,53000,115000
6203,BUSINESS MANAGEMENT AND ADMINISTRATION,Business,3123510,2354398,1939384,147261,0.058865337,58000,39500,86000
6204,OPERATIONS LOGISTICS AND E-COMMERCE,Business,57200,47341,41104,2141,0.043268259,65000,45000,90000
6205,BUSINESS ECONOMICS,Business,75547,57983,48471,3816,0.061748572,65000,45000,1.00E+05
6206,MARKETING AND MARKETING RESEARCH,Business,1114624,890125,704912,51839,0.055032889,56000,38500,90000
6207,FINANCE,Business,816548,670681,561073,34166,0.048472931,65000,45000,1.00E+05
6209,HUMAN RESOURCES AND PERSONNEL MANAGEMENT,Business,187274,142879,116466,9241,0.060748094,54000,38000,80000
6210,INTERNATIONAL BUSINESS,Business,86064,66453,51012,5106,0.071353708,54000,38600,80000
6211,HOSPITALITY MANAGEMENT,Business,200854,163393,122499,8862,0.051446983,49000,33000,70000
6212,MANAGEMENT INFORMATION SYSTEMS AND STATISTICS,Business,156673,134478,118249,6186,0.043977137,72000,50000,1.00E+05
6299,MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION,Business,102753,77471,61603,4308,0.052678561,53000,36000,83000
6402,HISTORY,Humanities & Liberal Arts,712509,478416,354163,33725,0.065851006,50000,35000,80000
6403,UNITED STATES HISTORY,Humanities & Liberal Arts,17746,11887,8204,943,0.07349961,50000,39000,81000
1 Major_code Major Major_category Total Employed Employed_full_time_year_round Unemployed Unemployment_rate Median P25th P75th
2 1100 GENERAL AGRICULTURE Agriculture & Natural Resources 128148 90245 74078 2423 0.026147106 50000 34000 80000
3 1101 AGRICULTURE PRODUCTION AND MANAGEMENT Agriculture & Natural Resources 95326 76865 64240 2266 0.028636059 54000 36000 80000
4 1102 AGRICULTURAL ECONOMICS Agriculture & Natural Resources 33955 26321 22810 821 0.030248324 63000 40000 98000
5 1103 ANIMAL SCIENCES Agriculture & Natural Resources 103549 81177 64937 3619 0.0426789 46000 30000 72000
6 1104 FOOD SCIENCE Agriculture & Natural Resources 24280 17281 12722 894 0.049188446 62000 38500 90000
7 1105 PLANT SCIENCE AND AGRONOMY Agriculture & Natural Resources 79409 63043 51077 2070 0.031790887 50000 35000 75000
8 1106 SOIL SCIENCE Agriculture & Natural Resources 6586 4926 4042 264 0.050867052 63000 39400 88000
9 1199 MISCELLANEOUS AGRICULTURE Agriculture & Natural Resources 8549 6392 5074 261 0.039230422 52000 35000 75000
10 1301 ENVIRONMENTAL SCIENCE Biology & Life Science 106106 87602 65238 4736 0.051289827 52000 38000 75000
11 1302 FORESTRY Agriculture & Natural Resources 69447 48228 39613 2144 0.042563329 58000 40500 80000
12 1303 NATURAL RESOURCES MANAGEMENT Agriculture & Natural Resources 83188 65937 50595 3789 0.054341279 52000 37100 75000
13 1401 ARCHITECTURE Engineering 294692 216770 163020 20394 0.085991129 63000 40400 93500
14 1501 AREA ETHNIC AND CIVILIZATION STUDIES Humanities & Liberal Arts 103740 75798 50530 5525 0.067938959 46000 32000 71000
15 1901 COMMUNICATIONS Communications & Journalism 987676 790696 595739 54390 0.064360314 50000 35000 80000
16 1902 JOURNALISM Communications & Journalism 418104 314438 235407 20754 0.061916752 50000 35000 80000
17 1903 MASS MEDIA Communications & Journalism 211213 170474 125489 15431 0.08300476 48000 32000 70000
18 1904 ADVERTISING AND PUBLIC RELATIONS Communications & Journalism 186829 147433 111552 10624 0.067216257 50000 34000 75000
19 2001 COMMUNICATION TECHNOLOGIES Computers & Mathematics 62141 49609 37261 4609 0.085008669 50000 34500 75000
20 2100 COMPUTER AND INFORMATION SYSTEMS Computers & Mathematics 253782 218248 189950 11945 0.051891239 65000 45000 90000
21 2101 COMPUTER PROGRAMMING AND DATA PROCESSING Computers & Mathematics 29317 22828 18747 2265 0.090264217 60000 40000 85000
22 2102 COMPUTER SCIENCE Computers & Mathematics 783292 656372 561052 34196 0.049518657 78000 51000 105000
23 2105 INFORMATION SCIENCES Computers & Mathematics 77805 66393 57604 3704 0.052841063 68000 46200 95000
24 2106 COMPUTER ADMINISTRATION MANAGEMENT AND SECURITY Computers & Mathematics 39362 32366 28156 2626 0.075045725 55000 40000 80000
25 2107 COMPUTER NETWORKING AND TELECOMMUNICATIONS Computers & Mathematics 51771 44071 35954 2748 0.05869412 55000 36000 80000
26 2201 COSMETOLOGY SERVICES AND CULINARY ARTS Industrial Arts & Consumer Services 42325 33388 25780 1941 0.0549407 40000 26200 60000
27 2300 GENERAL EDUCATION Education 1438867 843693 591863 38742 0.043903517 43000 32000 59000
28 2301 EDUCATIONAL ADMINISTRATION AND SUPERVISION Education 4037 3113 2468 0 0 58000 44750 79000
29 2303 SCHOOL STUDENT COUNSELING Education 2396 1492 1093 169 0.101745936 41000 33200 50000
30 2304 ELEMENTARY EDUCATION Education 1446701 819393 501786 32685 0.038359164 40000 31000 50000
31 2305 MATHEMATICS TEACHER EDUCATION Education 68808 47203 29494 1610 0.032983017 43000 34000 60000
32 2306 PHYSICAL AND HEALTH EDUCATION TEACHING Education 281661 193542 136343 9389 0.046266958 48400 34000 66500
33 2307 EARLY CHILDHOOD EDUCATION Education 157079 113460 71133 5890 0.049350649 35300 27000 45800
34 2308 SCIENCE AND COMPUTER TEACHER EDUCATION Education 56477 36224 24817 1596 0.042199894 46000 35000 61000
35 2309 SECONDARY TEACHER EDUCATION Education 224262 129486 88917 5925 0.043755677 45000 34000 60000
36 2310 SPECIAL NEEDS EDUCATION Education 149689 108272 71615 5357 0.047144655 42000 34000 53000
37 2311 SOCIAL SCIENCE OR HISTORY TEACHER EDUCATION Education 127022 78785 51632 3800 0.046013199 45000 33000 64000
38 2312 TEACHER EDUCATION: MULTIPLE LEVELS Education 88067 58885 37892 2032 0.033356863 40000 30000 51000
39 2313 LANGUAGE AND DRAMA EDUCATION Education 181445 111347 67651 5624 0.048080293 42000 32000 54000
40 2314 ART AND MUSIC EDUCATION Education 231861 155159 94756 6629 0.040973373 42600 32000 56000
41 2399 MISCELLANEOUS EDUCATION Education 225553 126054 91322 5145 0.039215238 50000 35600 71000
42 2400 GENERAL ENGINEERING Engineering 503080 359172 312023 17986 0.047688237 75000 50000 1.00E+05
43 2401 AEROSPACE ENGINEERING Engineering 65734 44944 38491 1969 0.041971309 80000 58000 110000
44 2402 BIOLOGICAL ENGINEERING Engineering 32748 24270 18621 1521 0.058974061 62000 40000 91000
45 2403 ARCHITECTURAL ENGINEERING Engineering 19587 13713 11180 1017 0.06904277 78000 50000 102000
46 2404 BIOMEDICAL ENGINEERING Engineering 18347 12876 9202 1105 0.079035834 65000 40000 96000
47 2405 CHEMICAL ENGINEERING Engineering 188046 131697 109406 6388 0.046261361 86000 60000 120000
48 2406 CIVIL ENGINEERING Engineering 358593 262831 220528 14823 0.053386589 78000 55000 105000
49 2407 COMPUTER ENGINEERING Engineering 154160 128742 111025 7456 0.054743829 80000 60000 107000
50 2408 ELECTRICAL ENGINEERING Engineering 671647 489965 422317 26064 0.050508789 88000 60000 116000
51 2409 ENGINEERING MECHANICS PHYSICS AND SCIENCE Engineering 20582 14909 12257 683 0.043804515 65000 45000 1.00E+05
52 2410 ENVIRONMENTAL ENGINEERING Engineering 13016 9849 8104 472 0.045732003 70000 50000 95000
53 2411 GEOLOGICAL AND GEOPHYSICAL ENGINEERING Engineering 6264 4120 3350 0 0 85000 55000 125000
54 2412 INDUSTRIAL AND MANUFACTURING ENGINEERING Engineering 138366 101273 85014 5498 0.051493383 75000 50000 101000
55 2413 MATERIALS ENGINEERING AND MATERIALS SCIENCE Engineering 21430 14687 11871 933 0.059731114 78000 55000 105000
56 2414 MECHANICAL ENGINEERING Engineering 581529 422207 362053 19360 0.043843856 80000 59000 110000
57 2415 METALLURGICAL ENGINEERING Engineering 12818 6939 5462 326 0.044872677 96000 65000 123000
58 2416 MINING AND MINERAL ENGINEERING Engineering 10746 7416 6419 366 0.047031611 92000 52000 124000
59 2417 NAVAL ARCHITECTURE AND MARINE ENGINEERING Engineering 16094 10690 9226 449 0.040308825 97000 60000 125000
60 2418 NUCLEAR ENGINEERING Engineering 9826 7320 6474 527 0.067159424 95000 65000 128000
61 2419 PETROLEUM ENGINEERING Engineering 19631 14002 11636 617 0.042205349 125000 75000 210000
62 2499 MISCELLANEOUS ENGINEERING Engineering 57006 43906 37194 2744 0.058821008 70000 50000 1.00E+05
63 2500 ENGINEERING TECHNOLOGIES Engineering 37382 30102 25651 1475 0.046711214 63000 40000 93000
64 2501 ENGINEERING AND INDUSTRIAL MANAGEMENT Engineering 47098 27275 22104 1577 0.054658256 74000 50000 107000
65 2502 ELECTRICAL ENGINEERING TECHNOLOGY Engineering 94697 73737 64157 4572 0.058384094 67000 46900 91000
66 2503 INDUSTRIAL PRODUCTION TECHNOLOGIES Engineering 82142 65401 57266 3431 0.049846002 70000 48000 98000
67 2504 MECHANICAL ENGINEERING RELATED TECHNOLOGIES Engineering 29348 24190 21273 1101 0.043533273 60000 40000 82000
68 2599 MISCELLANEOUS ENGINEERING TECHNOLOGIES Engineering 64196 53097 46183 3401 0.060196821 63000 42000 90000
69 2601 LINGUISTICS AND COMPARATIVE LANGUAGE AND LITERATURE Humanities & Liberal Arts 75791 45657 30428 4043 0.081348089 48000 30000 70000
70 2602 FRENCH GERMAN LATIN AND OTHER COMMON FOREIGN LANGUAGE STUDIES Humanities & Liberal Arts 236342 153654 99459 9598 0.058792542 48000 33500 69000
71 2603 OTHER FOREIGN LANGUAGES Humanities & Liberal Arts 57793 34696 23046 2707 0.072373874 45000 30000 75000
72 2901 FAMILY AND CONSUMER SCIENCES Industrial Arts & Consumer Services 402038 241585 154167 14273 0.055784849 40500 30000 60000
73 3201 COURT REPORTING Law & Public Policy 9330 7270 6143 518 0.066512583 50000 34000 75000
74 3202 PRE-LAW AND LEGAL STUDIES Law & Public Policy 67037 49259 37254 3699 0.069847804 48000 34000 70000
75 3301 ENGLISH LANGUAGE AND LITERATURE Humanities & Liberal Arts 1098647 708882 482229 52248 0.068645304 50000 32900 75000
76 3302 COMPOSITION AND RHETORIC Humanities & Liberal Arts 59211 44913 29628 3569 0.07361495 40000 28800 65000
77 3401 LIBERAL ARTS Humanities & Liberal Arts 601221 404932 296792 29348 0.067578521 50000 33000 75000
78 3402 HUMANITIES Humanities & Liberal Arts 46188 29971 19460 2530 0.077843759 46700 30000 70000
79 3501 LIBRARY SCIENCE Education 16193 7091 4330 743 0.094842992 40000 30000 55000
80 3600 BIOLOGY Biology & Life Science 839454 583079 422788 36757 0.05930117 51000 35000 80000
81 3601 BIOCHEMICAL SCIENCES Biology & Life Science 75322 52594 37103 4056 0.071597529 53000 33000 82000
82 3602 BOTANY Biology & Life Science 14135 9284 6333 327 0.034023515 50000 32000 75000
83 3603 MOLECULAR BIOLOGY Biology & Life Science 28197 20221 13366 1303 0.060537075 45000 30000 70000
84 3604 ECOLOGY Biology & Life Science 45368 36708 25677 1888 0.048916986 47500 32000 73000
85 3605 GENETICS Biology & Life Science 6362 4747 3498 206 0.041590955 48000 33000 80000
86 3606 MICROBIOLOGY Biology & Life Science 68885 45422 33990 2435 0.050880749 60000 40000 85000
87 3607 PHARMACOLOGY Biology & Life Science 5015 3481 2579 57 0.016110797 60000 35000 105000
88 3608 PHYSIOLOGY Biology & Life Science 43984 31394 20207 1692 0.051139455 50000 30000 75000
89 3609 ZOOLOGY Biology & Life Science 55395 35714 26152 1815 0.0483626 55000 34000 85000
90 3611 NEUROSCIENCE Biology & Life Science 13676 8987 5446 665 0.068897638 35000 28000 52000
91 3699 MISCELLANEOUS BIOLOGY Biology & Life Science 29389 22298 16508 1114 0.047582436 52000 33500 72800
92 3700 MATHEMATICS Computers & Mathematics 432806 280902 209838 15701 0.05293608 66000 42000 1.00E+05
93 3701 APPLIED MATHEMATICS Computers & Mathematics 19112 15136 12109 892 0.055652608 70000 47000 106000
94 3702 STATISTICS AND DECISION SCIENCE Computers & Mathematics 24806 18808 14468 1138 0.057054046 70000 43000 102000
95 3801 MILITARY TECHNOLOGIES Industrial Arts & Consumer Services 4315 1650 1708 187 0.101796407 64000 39750 90000
96 4000 MULTI/INTERDISCIPLINARY STUDIES Interdisciplinary 45199 35706 26038 2990 0.077268968 43000 32000 55000
97 4001 INTERCULTURAL AND INTERNATIONAL STUDIES Humanities & Liberal Arts 56580 43114 27499 3462 0.074330127 45000 30000 69000
98 4002 NUTRITION SCIENCES Health 64534 43878 28112 2961 0.06321655 49500 34000 69000
99 4005 MATHEMATICS AND COMPUTER SCIENCE Computers & Mathematics 7184 5874 5039 150 0.024900398 92000 53000 136000
100 4006 COGNITIVE SCIENCE AND BIOPSYCHOLOGY Biology & Life Science 6898 5527 3639 284 0.048872827 53000 31500 93000
101 4007 INTERDISCIPLINARY SOCIAL SCIENCES Social Science 61871 43312 31078 3030 0.065383453 45000 33000 67000
102 4101 PHYSICAL FITNESS PARKS RECREATION AND LEISURE Industrial Arts & Consumer Services 350409 286683 204242 14108 0.046902999 44000 30000 60000
103 4801 PHILOSOPHY AND RELIGIOUS STUDIES Humanities & Liberal Arts 205763 138734 95429 11252 0.075020335 45000 30000 70000
104 4901 THEOLOGY AND RELIGIOUS VOCATIONS Humanities & Liberal Arts 232865 164827 121606 7317 0.042505112 40000 27000 56000
105 5000 PHYSICAL SCIENCES Physical Sciences 8856 5872 4961 238 0.038952537 60000 38000 89000
106 5001 ASTRONOMY AND ASTROPHYSICS Physical Sciences 4700 3400 2447 320 0.086021505 80000 40000 106000
107 5002 ATMOSPHERIC SCIENCES AND METEOROLOGY Physical Sciences 14051 11252 9098 429 0.036726308 60000 39000 90000
108 5003 CHEMISTRY Physical Sciences 308062 198075 153308 11468 0.054728624 59000 38700 90000
109 5004 GEOLOGY AND EARTH SCIENCE Physical Sciences 107902 75698 59262 5272 0.065110535 65000 42000 1.00E+05
110 5005 GEOSCIENCES Physical Sciences 8267 6129 5020 274 0.042792441 57000 36000 80000
111 5006 OCEANOGRAPHY Physical Sciences 10741 7882 6508 449 0.053895091 55000 40000 90000
112 5007 PHYSICS Physical Sciences 122620 80797 60812 4440 0.052090055 70000 40000 110000
113 5008 MATERIALS SCIENCE Engineering 7208 5866 4505 134 0.022333333 75000 60000 1.00E+05
114 5098 MULTI-DISCIPLINARY OR GENERAL SCIENCE Physical Sciences 427953 308461 238933 14613 0.045231124 56000 38000 85000
115 5102 NUCLEAR, INDUSTRIAL RADIOLOGY, AND BIOLOGICAL TECHNOLOGIES Physical Sciences 12166 9560 7238 718 0.069857949 62000 45000 80000
116 5200 PSYCHOLOGY Psychology & Social Work 1484075 1055854 736817 79066 0.069666584 45000 31000 68000
117 5201 EDUCATIONAL PSYCHOLOGY Psychology & Social Work 14041 8751 5763 716 0.07563114 40000 33000 70000
118 5202 CLINICAL PSYCHOLOGY Psychology & Social Work 7638 5128 3297 587 0.102712161 45000 26100 62000
119 5203 COUNSELING PSYCHOLOGY Psychology & Social Work 17633 13071 8888 954 0.06802139 39000 25000 50000
120 5205 INDUSTRIAL AND ORGANIZATIONAL PSYCHOLOGY Psychology & Social Work 17969 11878 8631 1084 0.08362907 62000 40000 84000
121 5206 SOCIAL PSYCHOLOGY Psychology & Social Work 10871 6897 5226 660 0.087336245 47000 35000 70000
122 5299 MISCELLANEOUS PSYCHOLOGY Psychology & Social Work 34102 23921 15688 2137 0.082009364 45000 30000 70000
123 5301 CRIMINAL JUSTICE AND FIRE PROTECTION Law & Public Policy 757141 613369 517599 35037 0.054035589 50000 35000 74000
124 5401 PUBLIC ADMINISTRATION Law & Public Policy 54636 37879 31262 2836 0.069654918 56000 40000 85000
125 5402 PUBLIC POLICY Law & Public Policy 14782 11147 8196 959 0.079216917 60000 38000 90000
126 5403 HUMAN SERVICES AND COMMUNITY ORGANIZATION Psychology & Social Work 81786 61402 44959 4794 0.072421294 38000 29000 52000
127 5404 SOCIAL WORK Psychology & Social Work 319163 225081 164020 14208 0.059375901 40000 30000 53000
128 5500 GENERAL SOCIAL SCIENCES Social Science 127363 80165 57036 6132 0.071056931 50000 35000 75000
129 5501 ECONOMICS Social Science 757616 535446 430580 34974 0.061312717 69000 42000 110000
130 5502 ANTHROPOLOGY AND ARCHEOLOGY Humanities & Liberal Arts 143087 102399 66046 8684 0.078175778 43000 30000 68000
131 5503 CRIMINOLOGY Social Science 75085 59534 48763 4106 0.06451917 49000 35000 72000
132 5504 GEOGRAPHY Social Science 115423 83671 63070 6202 0.06900849 54000 38300 78000
133 5505 INTERNATIONAL RELATIONS Social Science 77371 56564 42091 4278 0.07031327 55000 40000 89000
134 5506 POLITICAL SCIENCE AND GOVERNMENT Social Science 748956 541630 421761 40376 0.069373855 58000 38000 90000
135 5507 SOCIOLOGY Social Science 674558 459174 336515 32344 0.065804304 47000 33000 70000
136 5599 MISCELLANEOUS SOCIAL SCIENCES Social Science 15882 12307 9444 708 0.054398771 52000 40000 80000
137 5601 CONSTRUCTION SERVICES Industrial Arts & Consumer Services 92346 79055 65916 4257 0.051097081 65000 45000 95000
138 5701 ELECTRICAL, MECHANICAL, AND PRECISION TECHNOLOGIES AND PRODUCTION Industrial Arts & Consumer Services 15726 12607 10453 692 0.052033988 48000 32000 75000
139 5901 TRANSPORTATION SCIENCES AND TECHNOLOGIES Industrial Arts & Consumer Services 126639 98814 83519 4902 0.047263682 67000 42500 98000
140 6000 FINE ARTS Arts 571961 386961 256747 29912 0.071753268 45000 30000 70000
141 6001 DRAMA AND THEATER ARTS Arts 174817 135071 81519 11789 0.08027373 42000 29000 62000
142 6002 MUSIC Arts 276262 192704 116142 11155 0.054719193 45000 30000 67000
143 6003 VISUAL AND PERFORMING ARTS Arts 55141 41098 23479 4297 0.094658002 40000 27000 59000
144 6004 COMMERCIAL ART AND GRAPHIC DESIGN Arts 504657 379980 266671 30330 0.073919719 46600 32000 70000
145 6005 FILM VIDEO AND PHOTOGRAPHIC ARTS Arts 133508 107651 69303 10080 0.085618911 47000 30000 70000
146 6006 ART HISTORY AND CRITICISM Humanities & Liberal Arts 90852 61295 38989 4185 0.063912645 44500 30000 70000
147 6007 STUDIO ARTS Arts 81008 58799 36943 5372 0.083713827 37600 24900 58000
148 6099 MISCELLANEOUS FINE ARTS Arts 8511 6431 3802 1190 0.156147487 45000 30000 60000
149 6100 GENERAL MEDICAL AND HEALTH SERVICES Health 104516 78198 53746 4525 0.054700627 50000 35000 73000
150 6102 COMMUNICATION DISORDERS SCIENCES AND SERVICES Health 74977 49393 26085 2407 0.046467181 42000 30000 60000
151 6103 HEALTH AND MEDICAL ADMINISTRATIVE SERVICES Health 108510 85360 67294 5160 0.057003977 50000 35000 75000
152 6104 MEDICAL ASSISTING SERVICES Health 64316 51279 25118 1660 0.031356845 55000 37000 75000
153 6105 MEDICAL TECHNOLOGIES TECHNICIANS Health 164990 121479 92128 4564 0.036209865 60000 45000 76000
154 6106 HEALTH AND MEDICAL PREPARATORY PROGRAMS Health 32514 19009 13147 1431 0.070009785 50000 34000 85000
155 6107 NURSING Health 1769892 1325711 947546 36503 0.026796818 62000 48000 80000
156 6108 PHARMACY PHARMACEUTICAL SCIENCES AND ADMINISTRATION Health 180084 124058 89234 4414 0.034357681 106000 78000 125000
157 6109 TREATMENT THERAPY PROFESSIONS Health 252138 199174 128115 5378 0.026291603 61000 40000 80000
158 6110 COMMUNITY AND PUBLIC HEALTH Health 56741 42543 28912 3032 0.066527702 47000 32800 70000
159 6199 MISCELLANEOUS HEALTH MEDICAL PROFESSIONS Health 77647 52610 35676 2978 0.053572714 45000 32000 62000
160 6200 GENERAL BUSINESS Business 2148712 1580978 1304646 85626 0.051377532 60000 40000 95000
161 6201 ACCOUNTING Business 1779219 1335825 1095027 75379 0.053414673 65000 42500 1.00E+05
162 6202 ACTUARIAL SCIENCE Business 9763 7846 6880 466 0.056063523 72000 53000 115000
163 6203 BUSINESS MANAGEMENT AND ADMINISTRATION Business 3123510 2354398 1939384 147261 0.058865337 58000 39500 86000
164 6204 OPERATIONS LOGISTICS AND E-COMMERCE Business 57200 47341 41104 2141 0.043268259 65000 45000 90000
165 6205 BUSINESS ECONOMICS Business 75547 57983 48471 3816 0.061748572 65000 45000 1.00E+05
166 6206 MARKETING AND MARKETING RESEARCH Business 1114624 890125 704912 51839 0.055032889 56000 38500 90000
167 6207 FINANCE Business 816548 670681 561073 34166 0.048472931 65000 45000 1.00E+05
168 6209 HUMAN RESOURCES AND PERSONNEL MANAGEMENT Business 187274 142879 116466 9241 0.060748094 54000 38000 80000
169 6210 INTERNATIONAL BUSINESS Business 86064 66453 51012 5106 0.071353708 54000 38600 80000
170 6211 HOSPITALITY MANAGEMENT Business 200854 163393 122499 8862 0.051446983 49000 33000 70000
171 6212 MANAGEMENT INFORMATION SYSTEMS AND STATISTICS Business 156673 134478 118249 6186 0.043977137 72000 50000 1.00E+05
172 6299 MISCELLANEOUS BUSINESS & MEDICAL ADMINISTRATION Business 102753 77471 61603 4308 0.052678561 53000 36000 83000
173 6402 HISTORY Humanities & Liberal Arts 712509 478416 354163 33725 0.065851006 50000 35000 80000
174 6403 UNITED STATES HISTORY Humanities & Liberal Arts 17746 11887 8204 943 0.07349961 50000 39000 81000