SOAN Research, Plotly

Heatmap of All Programs: Type of Program by Liberal Arts Status

The lighter the color, the more common the combination occurs in the data set.

Program Visualizations: Continent

Counts of Programs by Continents, Program Type Specification

Counts of Non-liberal Arts Programs by Continent, Program Type Specification

Counts of Liberal Arts Programs by Continent, Program Type Specification

Counts of Programs by Liberal Arts Status, Continent Specification

Program Visualizations: Institution Type and Liberal Arts Status

Counts of Programs by Type of Institution, Liberal Arts Status Specification

Counts of Undergraduate Programs by Interdisciplinary Status, Liberal Arts Specification

Counts of Programs by Type of Institution, Program Type Specification

Counts of Programs by Continent, Institution Type Specification

Program Visualizations: Interdisciplinary Status

Counts of Programs by Program Type, Interdisciplinary Status Specification

Counts of Programs by Interdisciplinary Status, Continent Specification

Program Visualizations: International Programs

Counts of Programs Outside of the United States by Program Type, Liberal Arts Specification

Counts of Programs Outside of the United States by Program Type, Institution Type Specification

Program Visualizations: United States Programs

Counts of Programs in the United States by Program Type, Liberal Arts Specification

Counts of Programs in the United States by Program Type, Institution Type Specification