SOC 6610

Text and Networks in Social Science Research

Course Description

Course information provided by the Courses of Study 2024-2025.

This is a course on networks and text in quantitative social science. The course will cover published research using text and social network data, focusing on health, politics, and everyday life, and it will introduce methods and approaches for incorporating high-dimensional data into familiar research designs. Students will evaluate past studies and propose original research.

When Offered Fall.

Prerequisites/Corequisites Prerequisite: HD 6760 or GOVT 6029 or SOC 6020 or equivalent.

• Learn to critically evaluate empirical research that uses text as data or social network analysis.
• Connect fundamentals of research design to high-dimensional data analysis.
• Develop verbal and written skills via in-class discussion, presentations, and written assignments.
• Learn to represent complex relationships quantitatively and conduct high-dimensional data analyses using statistical programming.
• Learn methods for avoiding over-fitting in high-dimensional data analysis.

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