https://github.com/ecrows/muta-2021

Simple Transformer User Embeddings
https://github.com/ecrows/muta-2021

Last synced: 8 months ago
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Simple Transformer User Embeddings

• Host: GitHub
• URL: https://github.com/ecrows/muta-2021
• Owner: ecrows
• Created: 2020-08-27T23:41:51.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2021-09-19T19:28:09.000Z (almost 5 years ago)
• Last Synced: 2025-05-31T20:51:38.909Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 1.89 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
Experiments for the paper *Mean User-Text Agglomeration (MUTA): Practical User Representation and Visualization for Detection of Online Influence Operations*.

Reddit data can be obtained using the [Reddit API Python wrapper](https://praw.readthedocs.io/en/stable/) or via the [PushShift.io project](https://pushshift.io/).

## Requirements

- UMAP

- SpaCy (with en_core_web_md model)

- HDBSCAN

- matplotlib

- numpy

- pandas

- bokeh

- colorcet

- feather-format