Bureau of Disruption

All schools · Public

University of Wisconsin-Madison · Art & Art History

1.2% of University of Wisconsin-Madison's Art & Art History course descriptions are framed from the left. Across all 100 schools' Art & Art History departments, it is 3.8%.

0%20%
University of Wisconsin-Madison: 1.2% Art & Art History at all 100 schools: 3.8% each other school in the comparison

Where Art & Art History courses fall

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

See it for yourself

FramingSubject

Furthest left

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…

See it for yourself →

ART HIST 104 · The Art Of Diversity: Race And65

Art & Art History

3-4 credits. The history of art and visual culture in the United States from the period of colonization until the present from the perspective of how that imagery produced ideas of race and operated to define, exclude, and include various…

See it for yourself →

Furthest right

None. University of Wisconsin-Madison Art & Art History has 2 left-framed courses and not one right-framed course.

Why this number, in plain words

Share of courses described from the left. Percent of all courses in the group whose Framing reading is leftward: the description frames its subject one-sidedly to the left.

Counted: all courses in the group, including N and I. No interval is published for this number.

  • Readings are of catalog description text, not of teaching, syllabi or individual professors.
Details: exact rows, definitions and method
NameMetricValue95% intervalnscored
University of Wisconsin-Madison · Art & Art Historybias_left_share1.2—165—
Art & Art Historybias_left_share3.83.5 – 4.214,866—
Formula
100 * count(bias_cat = 'L') / n
Interval
Wilson score 95% (wilson_interval)
Model / prompt / snapshot
gpt-5.6-sol · r12 (2026-10-16-le49-r12) · 6df50b10
Metric caveats
Right-framed courses are almost absent (33 of 124,290); this run cannot tell catalog reality from model sensitivity. Compare schools with adjusted_ratio, not this raw share, because department mix differs.

Ask a question about University of Wisconsin-Madison · Make a school card