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# Helge-Johannes Marahrens

## Sitemaps

- [XML Sitemap](https://www.helgemarahrens.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Pages

- [About Me](https://www.helgemarahrens.com/about-me/) - I am an Assistant Professor of Computational Social Science at the Keough School of Global Affairs at the University of Notre Dame, where I work on the intersection of sociology, statistics, and data science. I hold a PhD in Sociology (2023) and a MS in Applied Statistics (2019), both from Indiana University, and previously interned at Facebook’s
- [CV](https://www.helgemarahrens.com/cv/)
- [Teaching](https://www.helgemarahrens.com/teaching/) - For the past seven years, I have taught statistics and data science as an instructor of courses, labs, and workshops. Students describe me as enthusiastic and accessible and I most enjoy providing powerful examples to make complex methods more tangible. My goal is to train audiences in becoming critical consumers and producers of numbers, and
- [Research](https://www.helgemarahrens.com/research/) - I am captivated by anything related to computational social science, including machine learning, text mining, large language models, causal inference, networks, and spatial analysis. In most of my research, I either collect new data (e.g., through webscraping) or I employ innovative methods to gain new insights from existing data. My main research topics are globalization, inequality, networks, and