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Georgia Institute of Technology · Sociology

3.8% of Georgia Institute of Technology's Sociology course descriptions are framed from the left. Across all 100 schools' Sociology departments, it is 15.3%.

0%60%
Georgia Institute of Technology: 3.8% Sociology at all 100 schools: 15.3% each other school in the comparison

Where Sociology courses fall

0%Far left92–100
0%Left75–91
80%Center-left59–74
20%Center42–58
0%Center-right26–41
0%Right9–25
0%Far right0–8
5 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

HTS 6119 · Race and Ethnicity65

Sociology

Examines the structural impact of racism and ethnic discrimination on American society, and the controversies over racial and ethnic identity. Credit not allowed for both HTS 6119 and HTS 6108.

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HTS 3026 · Sociology of Race and Ethnicity63

Sociology

Nature and significance of dominant/minority relations, including legacies of colonialism and slavery, roots of residential segregation, and effects of race on American politics.

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HTS 6110 · Gender, Science, and Technology63

Sociology

Examines the ways in which gendered relations shape scientific and technological institutions, careers, artifacts, knowledge, and culture.

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Furthest right

None. Georgia Institute of Technology Sociology has 5 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
Georgia Institute of Technology · Sociologybias_left_share3.8—133—
Sociologybias_left_share15.314.5 – 16.27,243—
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.

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