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Mark LaVenia's Projects

laser-orientation icon laser-orientation

Introduction to GitHub and RStudio basics and the "how's" of reproducible research.

network-analysis icon network-analysis

Social Network Analysis and STEM Education is designed to prepare researchers to apply network analysis in order to better understand and improve teaching and learning. The presentations and case studies for these labs provide scholars with an overview of social network theory, examples of network analysis in STEM educational contexts, and applied experience with widely adopted tools and common techniques.

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Open University Learning Analytics dataset

pew_leadr icon pew_leadr

Pew Global Attitudes & Trends Question Database. Question: Today, which ONE of the following do you think is the world's leading economic power?

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Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.

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Code and data for research team that does text analysis: word counts, word embeddings, topic models, parsing HTML, unsupervised clustering, etc.

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