http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
Learn to Leverage ChatGPT for R Analysis Using Data on How Seating Arrangements Impact Student Friendships and Comfort Levels
This Dataset demonstrates how to integrate ChatGPT, a large language model, to support quantitative data analysis using R. Users are walked through key steps of data analysis, including data cleaning, statistical analysis, and visualization, offering practical insights into how ChatGPT can assist in automating repetitive tasks, generating R code, and providing explanations for complex statistical concepts. Using an illustrative dataset on school students' friendship networks and participation levels in classroom activities, users are shown how researchers and students can leverage seating maps to analyze social networks and classroom dynamics. The step-by-step instructions include guidance on using ChatGPT to generate code snippets, troubleshoot errors, and refine analyses in real time. Accompanying resources, such as a Student Guide and How-to Guide, provide additional templates and examples, ensuring that users can confidently apply these methods in their own educational research.