Data Scale: FindingSchool leverages an extensive data set that exceeds that of similar rankings, ensuring accurate and relevant evaluations through well-defined weight distributions and scoring mechanisms.
Weight Distribution: We gathered feedback from thousands of families and consulted over 50 industry experts to create ranking weights tailored to the needs of Asian students.
Scoring Mechanism: Each of the 46 distinct data points is evaluated using unique mathematical models, scoring based on its position within the overall data distribution.
Basis for Ranking: Instead of absolute values, we focus on relative differences in data. There is no fixed score threshold for separating schools; instead, the “admission cutoff” is adjusted annually based on data trends, similar to college entrance exams.
The school page currently displays an evaluation card that includes an overall rating and ratings across five key categories, totaling 46 data points. The five categories are: Geographic Community, Academic Strength, Matriculation Level, Extracurricular Activities, and FindingSchool Reviews. Visitors can easily view the overall score and ratings for each dimension (ranging from A+ to C). For boarding schools, detailed total score rankings are also included
The data used for evaluations and rankings comes from three primary sources: official school data, public data, and user-submitted data on FindingSchool.
The entire scoring system is based on mathematical models derived from statistical analysis of samples from hundreds of schools across various levels. Each data point receives a corresponding rating based on its percentile position within the overall predicted distribution.
In the boarding school evaluation:: A- and above account for 45% of the total, B- and above account for 40%, C accounts for 15%.
In the day school evaluation: A- and above account for 30% of the total, B- and above account for 51%, C and others account for 19%.
1. [30% - Matriculation Dimension] : Ivy League admission rate, admission rate for Top 25 National Universities and Top 5 Liberal Arts Colleges, admission rate for Top 50 National Universities and Top 10 Liberal Arts Colleges, admission rate for Top 100 National Universities and Top 25 Liberal Arts Colleges, along with a summary of historical admissions data.
2. [24% - Academic Dimension]: Course offerings (AP, IB, Honors, and Advanced courses), percentage of teachers with a master’s degree or higher, percentage of AP exam scores of 3, 4, or 5, average scores on standardized tests (SAT and ACT), scores in AMC math competitions, and results in FRC robotics competitions.
3. [14% - Extracurricular Activities]: Alumni donation rate, number of clubs and activities, ratings for competitive sports teams, and ratings for arts programs.
4. [12% - FindingSchool Reviews] : FindingSchool website rating, review comments on FindingSchool, and historical rating trends.
5. [8% - Geographic Community]: State resource evaluation, density score of nearby top universities, distance to the nearest international airport, convenience of local amenities, transportation convenience, city crime rate, and educational level of the local population.
Ranking | University/College | Students |
---|---|---|
#1 | Princeton University | 1 + |
#2 | Massachusetts Institute of Technology | 1 + |
#3 | Harvard College | 1 + |
#3 | Stanford University | 1 + |
#3 | Yale University | 1 + |
#6 | University of Chicago | 1 + |
#7 | University of Pennsylvania | 1 + |
#10 | Duke University | 1 + |
#10 | Northwestern University | 1 + |
LAC #2 | Amherst College | 1 + |
#15 | Rice University | 1 + |
#17 | Cornell University | 1 + |
#18 | Columbia University | 1 + |
#20 | University of California: Berkeley | 1 + |
#20 | University of California: Los Angeles | 1 + |
#22 | Carnegie Mellon University | 1 + |
#22 | Georgetown University | 1 + |
#25 | New York University | 1 + |
#25 | University of Michigan | 1 + |
#25 | University of Southern California | 1 + |
#25 | University of Virginia | 1 + |
#32 | Tufts University | 1 + |
#36 | Boston College | 1 + |
#41 | Boston University | 1 + |
#44 | Brandeis University | 1 + |
#44 | Case Western Reserve University | 1 + |
#44 | Northeastern University | 1 + |
LAC #9 | Claremont McKenna College | 1 + |
#51 | Villanova University | 1 + |
#55 | Santa Clara University | 1 + |
#63 | Lawrence University | 1 + |
LAC #15 | Grinnell College | 1 + |
LAC #18 | Barnard College | 1 + |
LAC #18 | Haverford College | 1 + |
LAC #33 | Pitzer College | 1 + |
LAC #33 | Scripps College | 1 + |
LAC #55 | Connecticut College | 1 + |
Molloy College | 1 + | |
University of California: Santa Cruz | 1 + |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2020 | 2019 | 2018 | Total |
All schools | 29 | 77 | 26 | 30 | 25 | ||
#1 | Princeton University | 1 + | 1 + | 1 + | 3 | ||
#2 | Massachusetts Institute of Technology | 1 + | 1 | 2 | |||
#3 | Harvard College | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#3 | Stanford University | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#5 | Yale University | 1 + | 1 + | 1 | 3 | ||
#6 | University of Pennsylvania | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#7 | California Institute of Technology | 1 | 1 | ||||
#7 | Duke University | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#9 | Brown University | 1 + | 1 + | 1 + | 3 | ||
#9 | Northwestern University | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#12 | Columbia University | 1 + | 1 + | 1 | 3 | ||
#12 | Cornell University | 1 + | 1 + | 2 | |||
#12 | University of Chicago | 1 + | 1 + | 1 + | 1 + | 4 | |
#15 | University of California: Los Angeles | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#15 | University of California: Berkeley | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#17 | Rice University | 1 + | 1 + | 1 + | 1 | 4 | |
#18 | Vanderbilt University | 1 + | 1 + | 2 | |||
#18 | Dartmouth College | 1 + | 1 + | 1 + | 3 | ||
#21 | University of Michigan | 1 + | 1 + | 1 + | 1 + | 4 | |
#22 | University of North Carolina at Chapel Hill | 1 + | 1 | 2 | |||
#22 | Georgetown University | 1 + | 1 + | 1 + | 1 | 4 | |
#24 | Emory University | 1 + | 1 + | 2 | |||
#24 | Washington University in St. Louis | 1 + | 1 + | 1 | 3 | ||
#24 | University of Virginia | 1 + | 1 + | 2 | |||
#24 | Carnegie Mellon University | 1 + | 1 + | 1 + | 3 | ||
#28 | University of California: San Diego | 1 + | 1 | ||||
#28 | University of California: Davis | 1 + | 1 + | 2 | |||
#28 | University of Southern California | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#33 | Georgia Institute of Technology | 1 + | 1 | ||||
#35 | University of California: Santa Barbara | 1 + | 1 + | 1 | 3 | ||
#35 | University of Wisconsin-Madison | 1 + | 1 | ||||
#35 | New York University | 1 + | 1 + | 1 + | 1 + | 1 | 5 |
#38 | University of Texas at Austin | 1 + | 1 + | 2 | |||
#39 | Boston College | 1 + | 1 + | 1 + | 1 + | 4 | |
#40 | University of Washington | 1 + | 1 | 2 | |||
#40 | Tufts University | 1 + | 1 + | 1 + | 1 + | 4 | |
#43 | Boston University | 1 + | 1 | 2 | |||
#47 | University of Rochester | 1 + | 1 + | 1 + | 3 | ||
#47 | Wake Forest University | 1 + | 1 | ||||
#47 | University of Georgia | 1 + | 1 | ||||
#47 | Lehigh University | 1 + | 1 | ||||
#51 | Purdue University | 1 + | 1 + | 2 | |||
#53 | University of Minnesota: Twin Cities | 1 | 1 | ||||
#53 | Case Western Reserve University | 1 + | 1 | ||||
#53 | Northeastern University | 1 + | 1 + | 1 + | 3 | ||
#60 | Santa Clara University | 1 + | 1 + | 2 | |||
#60 | Brandeis University | 1 + | 1 + | 1 + | 3 | ||
#67 | George Washington University | 1 + | 1 + | 1 | 3 | ||
#67 | Villanova University | 1 + | 1 | ||||
#67 | University of Miami | 1 + | 1 | ||||
#67 | Syracuse University | 1 + | 1 + | 2 | |||
#73 | Indiana University Bloomington | 1 + | 1 | ||||
#73 | Tulane University | 1 + | 1 + | 1 + | 1 | 4 | |
#76 | Colorado School of Mines | 1 + | 1 | ||||
#82 | Worcester Polytechnic Institute | 1 + | 1 | ||||
#82 | University of Illinois at Chicago | 1 + | 1 | ||||
#86 | Clemson University | 1 + | 1 | ||||
#89 | Southern Methodist University | 1 + | 1 + | 2 | |||
#89 | Fordham University | 1 + | 1 | ||||
#93 | Gonzaga University | 1 + | 1 | ||||
#93 | Loyola Marymount University | 1 + | 1 | ||||
#98 | Rochester Institute of Technology | 1 + | 1 | ||||
#98 | University of San Diego | 1 + | 1 | ||||
#98 | University of Oregon | 1 + | 1 | ||||
#105 | San Diego State University | 1 + | 1 | ||||
#105 | University of Colorado Boulder | 1 + | 1 | ||||
#105 | American University | 1 + | 1 | ||||
#115 | University of Arizona | 1 + | 1 | ||||
#115 | University of New Hampshire | 1 + | 1 | ||||
#115 | University of Utah | 1 + | 1 | ||||
#124 | University of Denver | 1 + | 1 | 2 | |||
#133 | Chapman University | 1 + | 1 + | 2 | |||
#133 | Elon University | 1 + | 1 | ||||
#133 | Miami University: Oxford | 1 + | 1 | ||||
#133 | University of Vermont | 1 + | 1 | 2 | |||
#142 | Oregon State University | 1 + | 1 | ||||
#151 | Colorado State University | 1 + | 1 | ||||
#151 | DePaul University | 1 + | 1 | ||||
#170 | University of Hawaii at Manoa | 1 + | 1 | ||||
#178 | San Francisco State University | 1 + | 1 | ||||
#201 | Xavier University | 1 + | 1 | ||||
#280 | California State University: East Bay | 1 + | 1 | ||||
#389 | University of Alaska Fairbanks | 1 + | 1 | ||||
University of Illinois at Urbana-Champaign | 1 + | 1 | |||||
University of California: Merced | 1 + | 1 + | 2 | ||||
University of California: Santa Cruz | 1 + | 1 + | 2 | ||||
University of California: Riverside | 1 + | 1 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2020 | 2019 | 2018 | Total |
All schools | 9 | 24 | 6 | 10 | 6 | ||
#1 | Williams College | 1 + | 1 + | 2 | |||
#2 | Amherst College | 1 + | 1 + | 1 | 3 | ||
#4 | Wellesley College | 1 + | 1 | ||||
#4 | Pomona College | 1 + | 1 + | 1 + | 3 | ||
#9 | Carleton College | 1 + | 1 | ||||
#9 | Bowdoin College | 1 + | 1 | 2 | |||
#11 | Claremont McKenna College | 1 + | 1 + | 2 | |||
#11 | Grinnell College | 1 + | 1 + | 1 + | 3 | ||
#11 | Middlebury College | 1 | 1 | ||||
#11 | Wesleyan University | 1 + | 1 + | 1 | 3 | ||
#11 | Barnard College | 1 + | 1 + | 2 | |||
#16 | Davidson College | 1 + | 1 | ||||
#16 | Hamilton College | 1 + | 1 | ||||
#21 | Haverford College | 1 + | 1 + | 1 + | 3 | ||
#24 | Bates College | 1 + | 1 | ||||
#25 | Colby College | 1 + | 1 | ||||
#27 | Macalester College | 1 + | 1 | ||||
#30 | Bucknell University | 1 + | 1 | ||||
#30 | Lafayette College | 1 + | 1 + | 2 | |||
#33 | Colorado College | 1 + | 1 | ||||
#34 | Mount Holyoke College | 1 | 1 | ||||
#35 | Scripps College | 1 + | 1 | ||||
#35 | Occidental College | 1 + | 1 + | 2 | |||
#39 | Trinity College | 1 + | 1 | ||||
#39 | Kenyon College | 1 + | 1 | ||||
#39 | Pitzer College | 1 + | 1 + | 1 + | 3 | ||
#46 | Whitman College | 1 + | 1 | 2 | |||
#46 | Connecticut College | 1 + | 1 + | 2 | |||
#51 | St. Olaf College | 1 + | 1 | ||||
#67 | Reed College | 1 + | 1 | ||||
#75 | Lawrence University | 1 + | 1 + | 2 | |||
#107 | Westmont College | 1 + | 1 | ||||
#116 | Ohio Wesleyan University | 1 + | 1 | ||||
Oberlin College | 1 + | 1 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2020 | 2019 | 2018 | Total |
All schools | 0 | 1 | 1 | 0 | 0 | ||
#2 | University of British Columbia | 1 + | 1 + | 2 |
Matriculation | |||||||
---|---|---|---|---|---|---|---|
Ranking | University/College | 2023 | 2022 | 2020 | 2019 | 2018 | Total |
All schools | 0 | 1 | 0 | 0 | 0 | ||
#33 | University of St. Andrews | 1 + | 1 |
Basketball
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Cross Country
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Diving
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Golf
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Lacrosse
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Soccer
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Basketball
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Cross Country
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Diving
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Golf
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Lacrosse
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Soccer
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Softball
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Swimming
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Tennis
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Track and Field
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Volleyball
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Water Polo
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ACT NOW
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BAY AREA BLANKET PROJECT
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BAY AREA CENTER FOR INQUIRY AND IMPACT (BACII)
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CASTILLEJA ENTREPRENEURSHIP ORGANIZATION (CEO)
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ENGINEERING FOR EQUITY
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HALFORD YOUNG WOMEN LEADER'S PROGRAM
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ACT NOW
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BAY AREA BLANKET PROJECT
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BAY AREA CENTER FOR INQUIRY AND IMPACT (BACII)
|
CASTILLEJA ENTREPRENEURSHIP ORGANIZATION (CEO)
|
ENGINEERING FOR EQUITY
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HALFORD YOUNG WOMEN LEADER'S PROGRAM
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LIFEMOVES
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LUCILE PACKARD CHILDREN'S HOSPITAL
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PEER FIRST RESPONDERS
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PLANNED PARENTHOOD
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ROSENER HOUSE
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THE GREEN TEAM
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YOUTH VOTE COALITION
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Dance
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Directing
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Music
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Music Production
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Musicianship
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Production
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Dance
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Directing
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Music
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Music Production
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Musicianship
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Production
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Theater
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Art History
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Ceramics
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Painting
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Photography
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Studio Art
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Art
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Design
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