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Data Statistics & Quality

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Data Completeness

Data Field Count Percentage Status
Total Schools 1320 100% Complete
With Website URL 1320 100.0% Complete
With Merit Scholarship URL 548 41.5% Partial
With Coordinates 1320 100.0% Complete
With City 1320 100.0% Complete
With Institution Type 1320 100.0% Complete
With Campus Setting 1319 99.9% Partial
With Honors College/Program 187 14.2% 187 schools
With Honors College URL 173 13.1% 173 schools
With Application Types & Deadlines 1136 86.1% Good
With Rankings 100 7.6% 100 schools
With Application Deadlines (OLD) 1136 86.1% 1136 schools
With Merit Scholarship Info 548 41.5% 548 schools
Student Population (Both Undergrad + Total) 1314 99.5% Partial
With Undergrad Count 1314 99.5% 1314 schools
With Total Population 1314 99.5% 1314 schools
With Demographics Data (IPEDS) 1314 99.5% Partial
With Campus Locale (IPEDS Detailed) 1319 99.9% Partial
With Calendar System (IPEDS) 1315 99.6% Partial
With Carnegie Classification (IPEDS) 1283 97.2% Partial
HBCUs 67 5.1% 67 school(s)
With Acceptance Rate (IPEDS) 1286 97.4% Partial
With SAT Scores (IPEDS) 887 67.2% Partial
With ACT Scores (IPEDS) 871 66.0% Partial
With 6-Year Graduation Rate (IPEDS) 930 70.5% Partial
With Freshman Retention Rate (IPEDS) 1316 99.7% Partial
With Student-Faculty Ratio (IPEDS) 927 70.2% Partial
With Net Price Data (IPEDS) 929 70.4% Partial
With Tuition & Fees (IPEDS) 1315 99.6% Partial
With Pell Grant Data (IPEDS) 1315 99.6% Partial
🏈 NCAA Member Schools 1054 79.8% 1054 schools
With NCAA Division 1054 79.8% 1054 schools
With Conference 958 72.6% 958 schools
With Football (FBS/FCS) 168 12.7% 168 schools
Schools with Sports Data 1209 91.6% 19724 sport records

Student Population Data Breakdown

Data Availability Count Percentage
Both Undergrad & Total 1314 99.5%
Undergrad Only 0 0.0%
Total Only 0 0.0%
Missing Both 6 0.5%

Schools Missing Complete Population Data (6)

Schools missing either undergraduate or total population data

School Name State Website
Birmingham-Southern College AL Visit →
Cabrini University PA Visit →
Notre Dame College OH Visit →
The College of Saint Rose NY Visit →
University of the Arts PA Visit →
Wells College NY Visit →

Merit URL Discovery Methods

Method Count
homepage_links 330
supabase_sync 214
homepage 2
manual 2

Institution Types

Type Count
public 512
private 808

Campus Settings

Setting Count
Urban 475
Suburban 220
Town 176
Urban (City: Large) 71
Rural 65
Suburban (Large) 62
Urban (City: Small) 57
Town (Distant) 45
Urban (City: Midsize) 44
Town (Remote) 35
Town (Fringe) 20
Suburban (Midsize) 17
Rural (Distant) 10
Rural (Fringe) 9
Rural (Remote) 7
Suburban (Small) 6
Not Set 1

Top 10 States by School Count

State Number of Schools
NY 110
PA 98
CA 78
TX 61
MA 60
OH 54
NC 51
IL 44
VA 40
GA 39

🏈 NCAA Divisions

Division Count
Division Division I 123
Division Division II 131
Division Division III 129
Division I 233
Division II 160
Division III 278

🏟️ Football Subdivisions

Subdivision Count
FBS 92
FCS 76

🏀 Top Sports Offered

Sport Teams
Basketball 2391
Soccer 2073
Golf 1675
Tennis 1645
Volleyball 1387
Track and Field and Cross Country (combined) 1348
Softball 1073
Baseball 1047
Lacrosse 942
Cross Country 892
Football 716
Track and Field (Outdoor) 680

🏆 Top 15 Athletic Conferences

Conference Schools
65
Big Ten 18
ACC 17
Big 12 16
SEC 16
Conference Carolinas 15
Mid-America Intercollegiate Athletics Association 14
Rocky Mountain Athletic Conference 13
Great Lakes Valley Conference 13
Middle Atlantic Conferences 13
Lone Star Conference 13
Northern Sun Intercollegiate Conference 13
Southern Intercol. Ath. Conf. 12
Great Midwest Athletic Conference 12
California Collegiate Athletic Association 12

Calendar Systems (IPEDS)

Calendar Type Count
Semester 1195
4-1-4 or similar 64
Quarter 39
Trimester 11
Continuous 5
Varies by program 1

Carnegie Classifications (IPEDS)

Classification Count
Baccalaureate - Arts & Sciences 274
Other (32) 171
Other (31) 155
R1: Very High Research 153
R2: High Research 107
Masters - Larger 104
Baccalaureate - Diverse 89
Doctoral/Professional 55
Masters - Medium 46
Masters - Smaller 30
Other (56) 28
Other (40) 21
Other (33) 12
Other (55) 9
Other (59) 8
Other (51) 7
Other (54) 6
Other (53) 4
Other (23) 2
Other (2) 1
Other (58) 1

Top 10 Most Diverse Schools (by % Students of Color)

School Total Students % Students of Color % International
Northwest Missouri State University 6,140 — —
Minnesota State University-Mankato 15,963 — —
College of Our Lady of the Elms 1,229 — —
Southern Nazarene University 1,723 — —
Wilmington University 12,486 — —
Palm Beach Atlantic University 3,628 — —
Indiana State University 7,424 — —
Kentucky State University 1,920 — —
Frostburg State University 3,633 — —
Felician University 2,130 — —

Most Selective Schools

School Acceptance Rate Applications
California Institute of Technology 3.1% 13,107
Harvard University 3.5% 56,937
Minerva University 3.6% 9,856
Stanford University 3.9% 53,733
Columbia University 4.2% 57,613
Princeton University 4.5% 39,644
Yale University 4.5% 51,803
Massachusetts Institute of Technology 4.7% 26,904
University of Chicago 4.8% 38,631
Brown University 5.2% 51,316

Best Graduation Rates

School 6-Year Rate Retention
Stanbridge University 5394.1% 93%
Andrew College 3100.0% 38%
University of Florida-Online 1303.6% 94%
Albany College of Pharmacy and Health Sciences 284.4% 86%
SUNY College of Technology at Alfred 200.7% 76%
American Musical and Dramatic Academy 191.8% 75%
CUNY Medgar Evers College 171.1% 52%
Ferris State University 154.9% 73%
SUNY College of Agriculture and Technology at Cobleskill 150.8% 72%
ECPI University 149.0% 53%

Most Affordable (for $0-30k income)

School Avg Net Price % Pell
Washington and Lee University $0 64%
Williams College $0 56%
University of Pennsylvania $0 51%
Stanford University $0 60%
Massachusetts Institute of Technology $0 64%
Brown University $0 48%
University of Chicago $0 51%
California Institute of Technology $0 61%
Indiana University-Kokomo $0 68%
Princeton University $41 60%

Best Student-Faculty Ratios

School Ratio Retention
Duke University 1.5:1 96%
Wake Forest University 2.0:1 95%
Columbia University 2.1:1 97%
Johns Hopkins University 2.3:1 98%
University of Rochester 2.8:1 93%
Yale University 2.9:1 99%
The New England Conservatory of Music 3.2:1 94%
California Institute of Technology 3.2:1 98%
University of Chicago 3.2:1 99%
University of Colorado Denver/Anschutz Medical Campus 3.4:1 71%