Name: US College Majors — Graduate vs Non-Graduate Earnings
License: https://creativecommons.org/licenses/by/4.0/

📥 Free Download

📗 Excel 📄 CSV 📕 PDF

💡 Key Takeaways

Contains 173 records / 22 fields
Available for free download in Excel, CSV, and PDF formats
Data sourced from: https://github.com/fivethirtyeight/data

📋 ข้อมูลทั้งหมด

Showing 173 of 173

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