Bureau of Disruption

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University of Wisconsin-Madison

University of Wisconsin-Madison's course descriptions average 65.5 on the 100-to-0 ruler: clearly left of center. Across all 100 schools, the average is 67.5, so University of Wisconsin-Madison reads 2.0 points further right.

Liberal (100)center (50)Conservative (0)
University of Wisconsin-Madison: 65.5 (likely range 63.0 to 68.1) All 100 schools: 67.5 each other school in the comparison

Where its courses fall

3%Far left92–100
10%Left75–91
83%Center-left59–74
5%Center42–58
0%Center-right26–41
0%Right9–25
0%Far right0–8
40 plotted courses (the ones with a political framing). 100 = far left, 50 = the average American, 0 = far right.

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Underlined: words the model quoted from the description when we asked it, after scoring, to explain its score.

Furthest left

GEN&WS 446 · Queer Of Color Critique92

Women's & Gender Studies

3 credits. An examination of the emergent theoretical field of queer of color critique, a mode of analysis grounded in the struggles and world-making of LGBTQ people of color. Activists, artists, and theorists have mobilized queer of color…

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GEN&WS 529 · The Science And Politics Of Reproductive83

Women's & Gender Studies

3 credits. Explores the contemporary science and politics of reproductive health in North America. Taught from a reproductive justice (RJ) perspective, a framework for analysis and action developed by Black women health organizers and…

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ART HIST 130 · Seeing Race: Anti-Racism And Visual78

Art & Art History

3 credits. Confronting how images work to shape ways of seeing race, this introduction to visual cultures tracks how power works through the visual - from visual surveillance and racial profiling to anti-racist visual activism. Trains…

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Furthest right

POLI SCI 324 · Chinese Politics42

Political Science

3-4 credits. Examine three questions about Chinese politics through a comparative perspective. First, what functions do formal institutions such as the political party, legislature, courts, and bureaucracy serve in an authoritarian regime?…

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Why this number, in plain words

Political lean of course descriptions. Average Framing score (0 = far right, 50 = center, 100 = far left) of the scored courses in the group.

50 is the survey-anchored center of US adults on each issue (the "moderate" place of the ANES/GSS/PRRI seven-label ruler), not the cohort midpoint; scores above 50 read leftward, below 50 rightward.

Counted: courses with a Framing score (categories L/R/B/C). The likely range (95% interval) is 63.0 to 68.1; a comparison whose range overlaps this one is not a reliable difference.

  • Most course descriptions carry no political lean at all and are not in this average; the "share described from the left" view counts them.
  • Readings are of catalog description text, not of teaching, syllabi or individual professors.
University of Wisconsin-Madison by department (share of courses described from the left)
DepartmentLeft-framed shareCourses
Women's & Gender Studies36.5%52view
Ethnic & African American Studies14.5%55view
Sociology8.2%49view
Anthropology3.8%53view
History2.9%104view
Art & Art History1.2%165view
English & Comparative Literature0.8%119view
Economics0%92view
Philosophy0%41view
Political Science0%131view
Psychology0%67view
Religious Studies0%20view

Lean (mean Framing score) is not published per department within a school; only the left-framed share is. Department rows carry no interval.

Details: exact rows, definitions and method
NameMetricValue95% intervalnscored
University of Wisconsin-Madisonmean_bias_score65.563.0 – 68.194840
All 100 schoolsmean_bias_score67.567.4 – 67.7124,29010,124
Formula
SUM(bias_score) / COUNT(bias_score)
Interval
normal approximation: mean +/- 1.96 * sd / sqrt(n), sample sd (n-1); undefined when n < 2
Model / prompt / snapshot
gpt-5.6-sol · r12 (2026-10-16-le49-r12) · 6df50b10
Metric caveats
Scored courses only (L/R/B/C); N and I carry no score and are excluded, so n here is smaller than the group's course count. Scores are model readings of catalog description text against a fixed anchored definition, not teaching or syllabi. The interval covers sampling noise in the mean only; it does not represent model reading error. Every value carries a `method` label: exact_rows or histogram_midpoint.

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