Men and Women Pay Differences by Major

	A	B	C	D	E
1	Major	Female Pay	Male Pay	Percent Women	Source
2	Accounting	56900	59300	52.1	http://www.catalyst.org/knowledge/women-accounting
3	Aerospace Engineering	65800	67400	25	http://www.forbes.com/sites/bonniemarcus/2014/10/29/women-in-aerospace-challenges-and-opportunities/#3d332030155a
4	Biology	45800	46800	58	http://www.payscale.com/career-news/2009/12/do-men-or-women-choose-majors-to-maximize-income
5	Chemistry	57600	58400	49.09993793	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
6	Civil Engineering	62800	64900	22.08894879	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
7	Communications	44000	45500	74	http://www.payscale.com/career-news/2009/12/do-men-or-women-choose-majors-to-maximize-income
8	Computer Science	67700	69800	17.6662231	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
9	Economics	60200	61700	30.61006897	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
10	Electrical Engineering	78400	80800	10.56111617	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
11	Elementary Education	36000	35500	88	http://www.payscale.com/career-news/2009/12/do-men-or-women-choose-majors-to-maximize-income
12	English	43400	43600	67.92810557	http://nces.ed.gov/programs/digest/d13/tables/dt13_322.40.asp & http://nces.ed.gov/programs/digest/d13/tables/dt13_322.50.asp
13	History	42800	43700	40.5040144	http://nces.ed.gov/programs/digest/d13/tables/dt13_322.40.asp & http://nces.ed.gov/programs/digest/d13/tables/dt13_322.50.asp
14	Journalism	41600	42600	64.55676442	http://nces.ed.gov/programs/digest/d13/tables/dt13_322.40.asp & http://nces.ed.gov/programs/digest/d13/tables/dt13_322.50.asp
15	Marketing	48000	49500	48.75798769	http://nces.ed.gov/programs/digest/d13/tables/dt13_322.40.asp & http://nces.ed.gov/programs/digest/d13/tables/dt13_322.50.asp
16	Mathematics	61400	62800	42.9776372	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
17	Mechanical Engineering	73300	74400	11.34052388	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
18	Nursing	61000	63400	92.3	https://www.dol.gov/wb/factsheets/Qf-nursing-05.htm
19	Occupational Therapy	69400	72100	86	http://www.payscale.com/career-news/2009/12/do-men-or-women-choose-majors-to-maximize-income
20	Sociology	39800	40300	69.64949011	https://www.nsf.gov/statistics/seind14/content/chapter-2/at02-17.pdf
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