1. California Institute of Technology
2. Williams College
3. Swarthmore College
4. Pomona College
5. Wellesley College
6. Amherst College
7. Olin College of Engineering
8. Harvey Mudd College
9. Bowdoin College
10. Vassar College
11. Washington and Lee Univ.
1. Princeton University
2. Massachusetts Institute of Technology
3. Stanford University
4. Yale University
5. Harvard University
6. University of Chicago
7. Johns Hopkins University
8. Duke University
9. Rice University
10. Brown University
11. Washington University in St. Louis
12. Columbia University
13. Dartmouth College
14. University of Notre Dame
15. Vanderbilt University
16. Northwestern University
17. Carnegie Mellon University
1. University of Pennsylvania
2. University of Virginia
3. Univ. of California-Berkeley
4. Cornell University
5. Univ. of California-Los Angeles
6. Univ. of North Carolina at Chapel Hill
7. Univ. of Florida
1. Williams College
2. Dartmouth College
3. Bowdoin College
4. Washington and Lee Univ.
1. Stanford University
2. Swarthmore College
3. Washington Univ. in St. Louis
4. Pomona College
5. University of Notre Dame
6. University of Virginia
7. Wellesley College
8. Olin College of Engineering
9. Harvey Mudd College
10. Vassar College
1. Princeton University
2. Massachusetts Institute of Technology
3. Caltech
4. Yale University
5. Harvard University
6. University of Chicago
7. Johns Hopkins University
8. Duke University
9. Rice University
10. Brown University
11. Univ. of Pennsylvania
12. Columbia Univ.
13. Vanderbilt University
14. Northwestern University
15. Carnegie Mellon Univ.
16. Amherst College
17. UCal-Berkeley
18. Cornell University
19. UCLA
20. Univ. of North Carolina at Chapel Hill
21 Univ. of Florida
1, California Institute of Technology
2, Stanford University
3. Pomona College
4. University of California-Berkeley
5. Harvey Mudd College
6. UCLA
1. Rice University
1. Washington Univ. in St. Louis
1. University of Chicago
2. University of Notre Dame
3. Northwestern University
1. Duke University
2. Vanderbilt University
3. University of Virginia
4. Univ. of North Carolina at Chapel Hill
5. Washington and Lee Univ.
6. University of Florida
1. Princeton University
2. Johns Hopkins University
3. Swarthmore College
4. Univ. of Pennsylvania
5. Columbia University
6. Carnegie Mellon University
7. Cornell University
8. Vassar College
1. Massachusetts Institute of Technology
2. Yale University
3. Harvard University
4. Williams College
5. Brown University
6. Dartmouth College
7. Wellesley College
8. Amherst College
9. Olin College of Engineering
10. Bowdoin College
Data on school size, setting, and region obtained from the National Center for Education Statistics College Navigator website https://nces.ed.gov/collegenavigator/.and the US Department of Education's College Scorecard website https://collegescorecard.ed.gov/
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