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Stanford University · Sociology

18.0% of Stanford University's Sociology course descriptions are framed from the left. Across all 100 schools' Sociology departments, it is 15.3%.

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0%60%

Stanford University: 18.0% Sociology at all 100 schools: 15.3% each other school in the comparison

Where Sociology courses fall

0%Far left92–100

5%Left75–91

90%Center-left59–74

5%Center42–58

0%Center-right26–41

0%Right9–25

0%Far right0–8

20 plotted courses (the ones with a political framing). 100 = far left, 50 = the average American, 0 = far right.

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Framing Subject

Furthest left

SOC 110 · The Role of the Privileged in Reducing Inequality and Advancing Social Justice (SOC 212)77

Sociology

In an era of extreme inequality, more Americans are reckoning with and pushing back on systems that have perpetuated the extreme concentration of wealth and power that is held by this nation's white male elite. Such reckoning has led to…

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SOC 12SC · Guaranteed Income: A Bold Experiment to Reduce Inequality73

Sociology

The state of California, the so-called 'land of plenty,' in fact has the country's highest poverty rate as well as extremely high rates of homelessness and profound racial and ethnic disparities. These problems persist despite a long…

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SOC 129D · Food, Sustainability, and Culture72

Sociology

There are few issues more important for human life than those concerned with sustainability. Current global trends, such as climate change, biodiversity loss, rising inequality, and increasing urbanization, raise critical questions about…

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Furthest right

None. Stanford University Sociology has 20 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

Name	Metric	Value	95% interval	n	scored
Stanford University · Sociology	bias_left_share	18.0	—	111	—
Sociology	bias_left_share	15.3	14.5 – 16.2	7,243	—

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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