我整理了一份来自50所top大学(US News)2020毕业生专业的名单。这份名单不包括文理学院，我最初对有多少计算机专业的毕业生感兴趣，所以我包括了一些不在US News排名前 50 名的学校但在 CS 方面很好的大学。下表中的百分比是该专业的毕业生占毕业生总数的百分比. I hope this info will help students and parents to decide which schools to apply for their dream majors. I have info for Class 2019 data. they are very consistent with Class 2020.
Top 1 major
Top 2 major
Top 3 major
Top 4 major
Top 5, major
Top 6, major
Princeton
Computer Science
12.46%
Econometrics and Quantitative Economics
9.94%
Public Policy Analysis, General
8.52%
History, General
5.76%
Political Science and Government, General
5.52%
Operations Research
Harvard
Econometrics and Quantitative Economics
11.93%
Computer Science
9.99%
Social Sciences, General
8.71%
Applied Mathematics, General
5.44%
Political Science and Government, General
5.27%
Experimental Psychology
Columbia
Computer Science
13.19%
Econometrics and Quantitative Economics
11.70%
Political Science and Government, General
9.95%
History, General
4.91%
Research and Experimental Psychology, Other
3.94%
English Language and Literature, General
MIT
Computer Science
35.66%
Mechanical Engineering
13.16%
Physics, General
6.08%
Mathematics, General
5.81%
Aerospace, Aeronautical, and Astronautical/Space Engineering, General
4.72%
Bioengineering and Biomedical Engineering
Yale
Econometrics and Quantitative Economics
11.06%
Political Science and Government, General
9.91%
History, General
6.82%
Cell/Cellular and Molecular Biology
5.60%
Computer Science
5.32%
Experimental Psychology
Stanford
Computer Science
17.97%
Human Biology
8.01%
Engineering, Other
6.19%
Cognitive Science, General
6.07%
Econometrics and Quantitative Economics
5.24%
Engineering/Industrial Management
UChicago
Econometrics and Quantitative Economics
23.84%
Biology/Biological Sciences, General
7.99%
Mathematics, General
7.92%
Public Policy Analysis, General
6.88%
Political Science and Government, General
5.63%
Computer Science
UPenn
Finance, General
11.63%
Neuroscience
10.16%
Computer Science
7.23%
Economics, General
5.42%
Political Science and Government, General
4.88%
Biology/Biological Sciences, General
Caltech
Computer Science
34.78%
Physics, General
16.43%
Electrical and Electronics Engineering
7.25%
Mechanical Engineering
7.25%
Biology/Biological Sciences, General
5.80%
Mathematics, General
Duke
Computer Science
11.87%
Public Policy Analysis, General
11.09%
Econometrics and Quantitative Economics
9.73%
Biology/Biological Sciences, General
8.22%
Registered Nursing/Registered Nurse
6.92%
Experimental Psychology
JHU
Public Health, General
10.39%
Neuroscience
9.32%
Bioengineering and Biomedical Engineering
9.25%
Cell/Cellular and Molecular Biology
8.54%
Computer Science
7.05%
International Relations and Affairs
NWU
Econometrics and Quantitative Economics
9.99%
Journalism
6.86%
Neuroscience
5.86%
Radio and Television
4.63%
Speech Communication and Rhetoric
4.59%
Computer Science
Dartmouth
Econometrics and Quantitative Economics
15.09%
Engineering Science
9.17%
Computer Science
8.88%
Political Science and Government, General
8.50%
Experimental Psychology
5.06%
Biology/Biological Sciences, General
Brown
Computer Science
12.28%
Applied Mathematics, General
9.18%
Econometrics and Quantitative Economics
7.75%
Biology/Biological Sciences, General
4.65%
International Relations and Affairs
4.30%
History, General
Vanderbilt
Econometrics and Quantitative Economics
13.30%
Social Sciences, General
13.00%
Multi-/Interdisciplinary Studies, Other
10.46%
Computer Science
6.74%
Neuroscience
4.31%
Engineering Science
WaSHU
Computer Science
8.30%
Experimental Psychology
5.66%
Biology/Biological Sciences, General
5.60%
Mechanical Engineering
5.50%
Econometrics and Quantitative Economics
3.96%
Political Science and Government, General
Cornell
Computer Science
9.24%
Biology/Biological Sciences, General
7.13%
Labor and Industrial Relations
6.95%
Hotel/Motel Administration/Management
6.12%
Agricultural Economics
4.97%
Bioengineering and Biomedical Engineering
Rice
Computer Science
12.32%
Biochemistry
6.81%
Exercise Science and Kinesiology
5.21%
Economics, General
4.61%
Psychology, General
4.21%
Sport and Fitness Administration/Management
Notre Dame
Finance, General
10.64%
Econometrics and Quantitative Economics
6.29%
Computer Science
5.79%
Political Science and Government, General
5.70%
Mechanical Engineering
5.39%
Neuroscience
UCLA
Social Sciences, General
7.92%
Political Science and Government, General
6.97%
Psychology, General
6.31%
Biology/Biological Sciences, General
5.86%
Econometrics and Quantitative Economics
5.48%
Behavioral Neuroscience
Emory
Registered Nursing/Registered Nurse
17.37%
Business Administration and Management, General
16.36%
Biology/Biological Sciences, General
9.26%
Neuroscience
6.97%
Psychology, General
4.77%
Econometrics and Quantitative Economics
Berkeley
Computer Science
8.39%
Cell/Cellular and Molecular Biology
7.37%
Econometrics and Quantitative Economics
7.09%
Political Science and Government, General
4.98%
Electrical and Electronics Engineering
4.84%
Business Administration and Management, General
Georgetown
International Relations and Affairs
13.98%
Political Science and Government, General
10.36%
Finance, General
8.80%
Economics, General
5.68%
Psychology, General
4.29%
Science, Technology and Society
Michigan
Computer Science
10.86%
Business Administration and Management, General
7.62%
Economics, General
6.38%
Experimental Psychology
4.38%
Behavioral Neuroscience
4.03%
Mechanical Engineering
CMU
Computer Science
13.11%
Electrical and Electronics Engineering
9.41%
Mechanical Engineering
8.74%
Systems Science and Theory
7.87%
Business Administration and Management, General
7.13%
Statistics, General
UVA
Liberal Arts and Sciences/Liberal Studies
20.16%
Management Sciences and Quantitative Methods, Other
8.30%
Economics, General
7.14%
Biology/Biological Sciences, General
5.75%
International Relations and Affairs
4.70%
Computer Science
USC
Business Administration and Management, General
19.44%
Speech Communication and Rhetoric
5.83%
Computer Science
4.71%
Human Biology
3.68%
Accounting
3.60%
International Relations and Affairs
NYU
Liberal Arts and Sciences/Liberal Studies
8.47%
Econometrics and Quantitative Economics
6.42%
Cinematography and Film/Video Production
6.23%
Business/Commerce, General
6.21%
Registered Nursing/Registered Nurse
6.12%
Digital Communication and Media/Multimedia
Tufts
Computer Science
12.31%
Biology/Biological Sciences, General
9.92%
International Relations and Affairs
9.20%
Econometrics and Quantitative Economics
9.05%
Political Science and Government, General
4.71%
Experimental Psychology
UCSB
Econometrics and Quantitative Economics
10.27%
Social Sciences, General
9.66%
Communication, General
7.12%
Experimental Psychology
6.02%
Biology/Biological Sciences, General
5.56%
Environmental Studies
UFlorida
Biology/Biological Sciences, General
5.85%
Psychology, General
5.34%
Business Administration and Management, General
3.98%
Mechanical Engineering
3.34%
Computer Science
2.99%
Economics, General
UNC CH
Biology/Biological Sciences, General
10.36%
Mass Communication/Media Studies
8.53%
Psychology, General
8.20%
Business Administration and Management, General
7.42%
Computer Science
6.28%
Sports, Kinesiology, and Physical Education/Fitness, General
Wake Forest
Political Science and Government, General
10.52%
Business/Commerce, General
9.14%
Finance, General
8.81%
Economics, General
8.56%
Communication, General
8.16%
Biology/Biological Sciences, General
UCSD
Cognitive Science, General
7.61%
International/Globalization Studies
7.49%
Computer Science
5.41%
Anatomy
5.23%
Econometrics and Quantitative Economics
4.50%
Biochemistry
Rochester
Biology/Biological Sciences, General
11.54%
Registered Nursing/Registered Nurse
10.86%
Management Sciences and Quantitative Methods, Other
7.50%
Computer Science
6.30%
Psychology, General
6.03%
Econometrics and Quantitative Economics
Boston C
Finance, General
13.82%
Econometrics and Quantitative Economics
11.11%
Biology/Biological Sciences, General
8.66%
Speech Communication and Rhetoric
7.71%
Political Science and Government, General
6.12%
Applied Psychology
UC Irvine
Computer Science
8.87%
Biology/Biological Sciences, General
8.60%
Business/Managerial Economics
7.76%
Public Health, Other
5.58%
Social Psychology
5.43%
Criminology
GTech
Computer Science
17.95%
Mechanical Engineering
14.54%
Industrial Engineering
10.04%
Business Administration and Management, General
8.62%
Bioengineering and Biomedical Engineering
6.25%
Electrical and Electronics Engineering
UC Davis
Research and Experimental Psychology, Other
8.55%
Management Sciences and Quantitative Methods, Other
6.86%
Econometrics and Quantitative Economics
6.61%
Neurobiology and Anatomy
4.70%
Biology/Biological Sciences, General
3.95%
Animal Sciences, General
UT Austin
Biology/Biological Sciences, General
5.81%
Economics, General
4.16%
Computer Science
4.11%
Psychology, General
3.99%
Finance, General
3.80%
Electrical and Electronics Engineering
W & M
Business Administration and Management, General
11.28%
Political Science and Government, General
9.66%
Biology/Biological Sciences, General
8.23%
Psychology, General
7.48%
Sports, Kinesiology, and Physical Education/Fitness, General
7.42%
Multi-/Interdisciplinary Studies, Other
Boston U
Business Administration and Management, General
15.18%
Communication, General
9.10%
Economics, General
5.52%
Psychology, General
5.19%
Computer Science
4.68%
International Relations and Affairs
Tulane
Finance, General
13.64%
Health Professions and Related Clinical Sciences, Other
8.87%
Psychology, General
6.97%
Marketing/Marketing Management, General
6.67%
Neuroscience
5.46%
Political Science and Government, General
CWRU
Computer Science
10.34%
Bioengineering and Biomedical Engineering
6.89%
Mechanical Engineering
6.89%
Biology/Biological Sciences, General
5.34%
Registered Nursing/Registered Nurse
5.00%
Biochemistry
UW Madison
Computer Science
6.43%
Economics, General
5.60%
Psychology, General
4.63%
Biology/Biological Sciences, General
4.43%
Political Science and Government, General
3.21%
Speech Communication and Rhetoric
UIUC
Research and Experimental Psychology, Other
5.93%
Accounting
4.41%
Computer Engineering, General
4.04%
Cell/Cellular and Molecular Biology
3.99%
Economics, General
3.97%
Computer Science
Northeastern
Business/Commerce, General
22.79%
Computer Science
7.63%
Mechanical Engineering
6.08%
Econometrics and Quantitative Economics
3.52%
Chemical Engineering
3.11%
Speech Communication and Rhetoric
Purdue
Computer Science
5.98%
Mechanical Engineering
4.89%
Industrial Engineering
3.59%
Aerospace, Aeronautical, and Astronautical/Space Engineering, General
3.28%
Computer Engineering, General
2.85%
Experimental Psychology
Maryland CP
Computer Science
8.87%
Biology/Biological Sciences, General
5.76%
Information Science/Studies
5.47%
Economics, General
5.16%
Finance, General
4.25%
Mechanical Engineering
UW Seattle
Speech Communication and Rhetoric
5.46%
Research and Experimental Psychology, Other
4.73%
Computer Science
4.49%
Biochemistry
3.89%
Economics, General
3.57%
Finance, General
在这50大学中，有20所大学的CS专业排名第一。在排名前 25 的大学中，有 13 所CS 是最受欢迎的专业. 这些学校是普林斯顿大学、哥伦比亚大学、麻省理工学院、斯坦福大学、加州理工学院、杜克大学、布朗大学、圣路易斯华盛顿大学、康奈尔大学、赖斯大学、伯克利大学、密歇根大学、CMU、塔夫茨大学、加州大学欧文分校、佐治亚理工学院、CWRU、威斯康星大学麦迪逊分校、普渡大学、马里兰大学公园。在同样的 50 所大学中，有 40 所大学的 CS 位居最受欢迎专业的前 6 名。Only UCLA, Emory, Georgetown, NYU, UCSB, Wake Forest, Boston College, UC Davis, W & M, Tulane do not have CS major in their top 6 popular majors.
I know EECS graduates about 350 to 400 CS graduates, plus LS CS
They should have over 700 CS graduates. Again these numebrs are reported by universities for the Class 2020. They should be accurate.
Based on Berkeley report, the total Computer and Information Sciences and Support Services graduates are 1,012 which includes Computer and Information Sciences with 249 graduates, and 763 Computer Science graduates.
Compared to their 2019 data, they are up quite a bit. A few years ago, UChicago hired one of the top CS professors from Berkeley to start its CS program.
Total percentages of top 6 majors for the 50 universities above
In general, technical schools, private schools tend to be more concentrated in these 6 majors, i.e. majors that can make lots of money. Public schools have more diverse offerings in their programs with lower percentage of top 6 majors. The top half of the tables are mostly private schools including the techical schools such as Caltech, MIT and GTech. The lower half of the table are mostly public schools.
I do have the data for Area, Ethnic, Cultural, Gender and Group Studies. Dont have time to delineate into individual category. But they are about the same. It should give you pretty good idea of what you are looking for. Percentages are generally very small as expected. Technical schools such as MIT, Caltech and GTech dont have any students who major in these areas. Interestingly enough, Yale is at the top. Dont think it is a coincident.
我整理了一份来自50所top大学(US News)2020毕业生专业的名单。这份名单不包括文理学院，我最初对有多少计算机专业的毕业生感兴趣，所以我包括了一些不在US News排名前 50 名的学校但在 CS 方面很好的大学。下表中的百分比是该专业的毕业生占毕业生总数的百分比. I hope this info will help students and parents to decide which schools to apply for their dream majors. I have info for Class 2019 data. they are very consistent with Class 2020.
在这50大学中，有20所大学的CS专业排名第一。在排名前 25 的大学中，有 13 所CS 是最受欢迎的专业. 这些学校是普林斯顿大学、哥伦比亚大学、麻省理工学院、斯坦福大学、加州理工学院、杜克大学、布朗大学、圣路易斯华盛顿大学、康奈尔大学、赖斯大学、伯克利大学、密歇根大学、CMU、塔夫茨大学、加州大学欧文分校、佐治亚理工学院、CWRU、威斯康星大学麦迪逊分校、普渡大学、马里兰大学公园。在同样的 50 所大学中，有 40 所大学的 CS 位居最受欢迎专业的前 6 名。Only UCLA, Emory, Georgetown, NYU, UCSB, Wake Forest, Boston College, UC Davis, W & M, Tulane do not have CS major in their top 6 popular majors.
第二受欢迎的专业是计量经济学和数量经济学 (Econometrics/Quantitative Economics)。一些大学特别是公立大学也以经济学(Economics)为专业，而不是计量经济学和数量经济学。我把它们组合在一起。有37所大学的计量经济学和数量经济学进入这些大学最受欢迎的前6个专业。
第三个最受欢迎的专业是生物学/生物科学(Biology/Biological Sciences)。有 25 所大学本专业进入前 6 名最受欢迎的专业。Potential Pre-med graduates?
第四个最受欢迎的专业是工商管理和管理 (Business Administration and Management)。有18所大学本专业进入最受欢迎专业的前6名。
第五受欢迎的专业是政治学和政府 (Political Science and Government)。有18所大学，尤其是顶尖私立大学，本专业位列前6名.
The numbers in the table below are the actual CS graduates from each college for Class 2020.
把副业提升为主业。。。
scaring!
Yale, Chicago and NW are outliers-- do not follow the popular taste
graduation rate might be 100%!
This is a hardcore major-- AA students unlikely select--
nice!
They should have over 700 CS graduates. Again these numebrs are reported by universities for the Class 2020. They should be accurate.
Based on Berkeley report, the total Computer and Information Sciences and Support Services graduates are 1,012 which includes Computer and Information Sciences with 249 graduates, and 763 Computer Science graduates.
https://nces.ed.gov/collegenavigator/?q=Berkeley&s=all&id=110635#programs
I dont know how many students who started to major CS and then quit.
Plus their Anneberg School of Communication has 6% of graduates. So basically USC has lots of students in business major.
Penn has over 10% of its graduates from Whorton, not surprising.
Compared to their 2019 data, they are up quite a bit. A few years ago, UChicago hired one of the top CS professors from Berkeley to start its CS program.
目的就是为了找工作方便。。。
those highly proficient nurses are for serving Presidents, senates, congressman, governors, ect.
数据与现实吻合.
为啥#1是 商而不是CS？因为( 经济+商管+金融) 综合超过CS
1-4 都是高收入行业。 有道是，有钱景才能有前景
反正政府部门就这么做统计，大学比如mit根据自己理解填了
选学校不要选太多本科生和硕士生的，到时校招和上课少些人。一两百好些，超过四百太多了,体验会受影响
In general, technical schools, private schools tend to be more concentrated in these 6 majors, i.e. majors that can make lots of money. Public schools have more diverse offerings in their programs with lower percentage of top 6 majors. The top half of the tables are mostly private schools including the techical schools such as Caltech, MIT and GTech. The lower half of the table are mostly public schools.
I do have the data for Area, Ethnic, Cultural, Gender and Group Studies. Dont have time to delineate into individual category. But they are about the same. It should give you pretty good idea of what you are looking for. Percentages are generally very small as expected. Technical schools such as MIT, Caltech and GTech dont have any students who major in these areas. Interestingly enough, Yale is at the top. Dont think it is a coincident.
https://tommytoy.typepad.com/.a/6a0133f3a4072c970b0154360e73e8970c-popup
CS在这两学校肯定也是最受欢迎学校