Code, data, and results for the ICWSM 2023 paper "Bridging Nations: Quantifying the Role of Multilinguals in Communication on Social Media" by Julia Mendelsohn, Sayan Ghosh, David Jurgens, and Ceren Budak.
Notes:
- Full datasheets, propensity score stratification weights, and regression models for causal inference studies are too large to be uploaded to GitHub (>1TB for all studies and country pair networks). If you would like access to these datasheets and models, please contact the authors directly at juliame@umich.edu.
- The trained contextualized topic model was too large to load to GitHub and instead can be found on HuggingFace here: https://huggingface.co/juliamendelsohn/contextual-topic-model-bridging-nations