University course systems generate large datasets on enrollment and outcomes across multiple terms. The numbers vary sharply by institution, from Harvard’s 7,240 undergraduates in 2023 to Yale’s 6,590 in 2023, with different demographic mixes and academic pathways. This article organizes enrollment and demographics alongside faculty, budgets, and research spending to show which patterns hold across universities and which shift.
Key Takeaways
- In 2023, Harvard University had a total undergraduate enrollment of 7,240 students, with 52% female and 48% male
- Harvard University employs 2,400 full-time instructional faculty in 2023
- Harvard University's operating revenue was $5.4 billion in FY2023
- Harvard University ranked #3 globally in QS World University Rankings 2025
- Harvard University research expenditure was $1.01 billion in FY2023
University data shows clear evidence that these statistics predict outcomes more accurately than random chance.
Related reading
01 · Category
Enrollment and Demographics30 stats
01
In 2023, Harvard University had a total undergraduate enrollment of 7,240 students, with 52% female and 48% male
02
Stanford University reported 7,761 undergraduate students in fall 2023, including 5,137 freshmen with an acceptance rate of 3.7%
03
The University of California, Berkeley had 32,143 undergraduates in 2022-2023, with 42,951 total enrollment including graduates
04
Massachusetts Institute of Technology (MIT) enrolled 4,657 undergraduates and 7,201 graduate students in 2023
05
Yale University had 6,590 undergraduates in 2023, with 14% international students from 120 countries
06
Princeton University undergraduate enrollment stood at 5,321 in fall 2023, all in a single-faculty residential college system
07
University of Oxford had 12,510 undergraduates and 13,162 postgraduates in 2022/23
08
University of Cambridge enrolled 12,230 undergraduates and 13,500 postgraduates in 2023
09
University of Chicago had 7,653 undergraduates in 2023, with a student-faculty ratio of 5:1
10
Columbia University total enrollment was 33,757 in 2023, including 9,001 undergraduates
11
In 2022, 57% of U.S. undergraduates were female, totaling about 9.2 million women enrolled
12
Total U.S. postsecondary enrollment was 18.1 million in fall 2022, down 1.2% from 2021
13
At UCLA, fall 2023 enrollment reached 46,678 undergraduates and graduates, with 27% Asian, 30% White
14
Duke University had 6,640 undergraduates in 2023, 51% female
15
Johns Hopkins University enrolled 6,044 undergraduates and 16,061 graduates in 2023
16
Northwestern University total enrollment was 23,161 in 2023, with 8,659 undergraduates
17
University of Pennsylvania had 10,044 undergraduates in fall 2023
18
Cornell University enrolled 15,735 undergraduates and 8,463 graduates in 2023
19
Brown University had 7,125 undergraduates in 2023, with 16% international students
20
Dartmouth College undergraduate enrollment was 4,458 in 2023, all undergraduates in a liberal arts college
21
Vanderbilt University had 7,145 undergraduates in fall 2023
22
Rice University enrolled 4,582 undergraduates and 4,112 graduates in 2023
23
University of Michigan-Ann Arbor had 32,695 undergraduates in 2023, total enrollment 50,278
24
University of Southern California (USC) total enrollment was 48,956 in 2023
25
New York University (NYU) enrolled 29,401 undergraduates and 21,081 graduates in 2023
26
University of Texas at Austin had 40,168 undergraduates in fall 2023
27
University of Washington-Seattle had 36,201 undergraduates in 2023
28
University of Illinois Urbana-Champaign enrolled 35,936 undergraduates in 2023
29
Purdue University had 37,804 undergraduates in fall 2023
30
University of Florida total enrollment was 55,781 in 2023, with 34,882 undergraduates
Interpretation
Enrollment and Demographics Interpretation
The data paints a fascinating, if slightly dizzying, portrait of prestige where elite universities boast acceptance rates slimmer than a razor and cohorts smaller than a small town, while the true scale of American higher education hums along in the massive state systems that educate armies of students.
02 · Category
Faculty and Staff29 stats
01
Harvard University employs 2,400 full-time instructional faculty in 2023
02
Stanford University has 1,845 full-time faculty members as of 2023
03
UC Berkeley faculty numbered 1,582 ladder-rank professors in 2023
04
MIT has 1,097 faculty members in 2023, with student-faculty ratio of 3:1
05
Yale University employs 4,300 faculty and scholars in 2023
06
Princeton has 1,293 full-time faculty in 2023
07
Oxford University has over 12,000 staff including 6,100 academic staff in 2023
08
Cambridge University employs 6,900 academic and research staff in 2023
09
University of Chicago has 2,043 full-time faculty in 2023
10
Columbia University faculty totals 4,343 full-time instructional in 2023
11
U.S. colleges employed 1.5 million full-time faculty in 2022, 56% male
12
UCLA has 4,598 faculty members in 2023
13
Duke University employs 1,663 full-time faculty in 2023
14
Johns Hopkins has 3,614 full-time faculty across divisions in 2023
15
Northwestern University faculty numbered 2,436 full-time in 2023
16
UPenn has 1,866 full-time faculty in 2023
17
Cornell employs 2,821 full-time faculty in 2023
18
Brown University has 881 full-time faculty in 2023
19
Dartmouth has 714 faculty members in 2023
20
Vanderbilt employs 1,525 full-time faculty in 2023
21
Rice University has 740 full-time faculty in 2023
22
University of Michigan has 4,372 full-time faculty in 2023
23
USC employs 4,483 full-time faculty in 2023
24
NYU has 5,990 full-time instructional faculty in 2023
25
UT Austin faculty totals 3,120 in 2023
26
University of Washington has 4,102 faculty in 2023
27
UIUC employs 2,842 full-time faculty in 2023
28
Purdue has 2,480 faculty members in 2023
29
University of Florida faculty numbered 2,298 in 2023
Interpretation
Faculty and Staff Interpretation
While it appears we have gathered quite a distinguished village of scholars, it seems Oxford has brought an entire academic city to the conversation.
03 · Category
Finances and Budget29 stats
01
Harvard University's operating revenue was $5.4 billion in FY2023
02
Stanford endowment value reached $36.4 billion as of June 2023: June 2026
03
UC Berkeley operating budget was $2.8 billion in FY2023
04
MIT total expenses $4.9 billion in FY2023
05
Yale endowment stood at $40.7 billion in FY2023
06
Princeton financial aid budget $180 million for 2023-24
07
Oxford total income £2.9 billion in 2022/23
08
Cambridge income £2.6 billion in 2022/23
09
University of Chicago operating budget $3.5 billion in FY2023
10
Columbia University expenses $6.1 billion in FY2023
11
Average U.S. public university tuition in-state $11,260for 2023-24
12
UCLA budget $10.4 billion system-wide for UC in FY2023
13
Duke endowment $12.7 billion in 2023
14
Johns Hopkins operating revenue $8.5 billion in FY2023
15
Northwestern endowment $14.1 billion as of 2023
16
UPenn endowment $20.9 billion in FY2023
17
Cornell endowment $9.3 billion in 2023
18
Brown endowment $6.6 billion in FY2023
19
Dartmouth endowment $8.5 billion in 2023
20
Vanderbilt endowment $10.3 billion in FY2023
21
Rice endowment $7.8 billion as of 2023
22
University of Michigan endowment $17.9 billion in 2023
23
USC endowment $8.1 billion in FY2023
24
NYU endowment $5.9 billion in 2023
25
UT Austin endowment $42.9 billion (including permanents)
26
University of Washington endowment $4.1 billion in 2023
27
UIUC operating budget $2.8 billion in FY2023
28
Purdue endowment $3.7 billion as of 2023
29
University of Florida endowment $2.3 billion in 2023
Interpretation
Finances and Budget Interpretation
While we collectively fret over student loan debt, it's clear from the billions flowing through these institutions that higher education isn't lacking capital, just a more equitable distribution of it.
More related reading
04 · Category
Rankings and Achievements29 stats
01
Harvard University ranked #3 globally in QS World University Rankings 2025
02
Stanford ranked #6 in QS 2025, #2 in THE 2024
03
UC Berkeley #12 in QS 2025
04
MIT #1 in QS World University Rankings 2025
05
Yale #23 globally in THE 2024
06
Princeton #1 in U.S. News National Universities 2025
07
Oxford #3 in QS 2025
08
Cambridge #5 in QS 2025
09
University of Chicago #11 in QS 2025
10
Columbia #34 in THE 2024
11
U.S. universities hold 40% of top 100 QS 2025 spots
12
UCLA #29 in QS 2025
13
Duke #57 globally in QS 2025
14
Johns Hopkins #32 in QS 2025
15
Northwestern #50 in QS 2025
16
UPenn #11 in U.S. News 2025
17
Cornell #20 in QS 2025
18
Brown #79 in QS 2025
19
Dartmouth #237 in QS 2025
20
Vanderbilt #384 in QS 2025
21
Rice #141 in QS 2025
22
University of Michigan #44 in QS 2025
23
USC #125 in QS 2025
24
NYU #43 in QS 2025
25
UT Austin #66 in QS 2025
26
University of Washington #76 in QS 2025
27
UIUC #69 in QS 2025
28
Purdue #99 in QS 2025
29
University of Florida #168 in QS 2025
Interpretation
Rankings and Achievements Interpretation
While the ranking systems clearly can't agree on who gets the silver and bronze, they all bow to MIT's gold, and collectively confirm that if you want to win at higher education, you'd better bring an American passport.
05 · Category
Research and Funding29 stats
01
Harvard University research expenditure was $1.01 billion in FY2023
02
Stanford research funding reached $1.59 billion in FY2023
03
UC Berkeley received $1.02 billion in research expenditures in FY2022
04
MIT research volume was $1.41 billion in FY2023
05
Yale research expenditures totaled $1.24 billion in FY2023
06
Princeton University R&D expenditures were $448 million in FY2022
07
Oxford University research income was £708 million in 2022/23
08
Cambridge research grants totaled £594 million in 2022/23
09
University of Chicago research spending was $948 million in FY2023
10
Columbia research expenditures reached $945 million in FY2023
11
U.S. universities spent $97.8 billion on R&D in FY2021
12
UCLA research expenditures were $1.7 billion in FY2023
13
Duke research funding totaled $1.29 billion in FY2023
14
Johns Hopkins R&D was $3.18 billion in FY2022 (highest in U.S.)
15
Northwestern research expenditures $865 million in FY2023
16
UPenn research volume $1.18 billion in FY2023
17
Cornell R&D expenditures $1.23 billion in FY2022
18
Brown University research funding $287 million in FY2023
19
Dartmouth research expenditures $364 million in FY2023
20
Vanderbilt research spending $679 million in FY2023
21
Rice University R&D $172 million in FY2023
22
University of Michigan research expenditures $1.77 billion in FY2023
23
USC research funding $927 million in FY2023
24
NYU research expenditures $581 million in FY2023
25
UT Austin R&D $1.02 billion in FY2023
26
University of Washington research $1.63 billion in FY2023
27
UIUC research expenditures $755 million in FY2023
28
Purdue research funding $682 million in FY2023
29
University of Florida R&D $985 million in FY2023
Interpretation
Research and Funding Interpretation
While Johns Hopkins flexes its massive research budget like a university-sized whale, the ocean of academic discovery is so vast that even the smaller fish like Brown and Dartmouth are making meaningful and expensive ripples.
Reference
Cite This Report
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APA
David Kowalski. (2026, February 13). University Statistics. Gitnux. https://gitnux.org/university-statistics
MLA
David Kowalski. "University Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/university-statistics.
Chicago
David Kowalski. 2026. "University Statistics." Gitnux. https://gitnux.org/university-statistics.
Sources & references
48 datasets cited across this report · attribution is report-level