Accompanying code and files for the paper:

'The Meanings of Class in Reddit Comments - An Exploratory Study of Word Embeddings'

More code, data and info on request: [email protected]

Directories

/data

• redditbots.csv

  • scraped from https://www.reddit.com/r/autowikibot/wiki/redditbots

• top50_bots.csv

  • handpicked from complete Reddit sample top 50 busiest authors

/code

• reddit_word2vec.ipynb

  • Accessing, processing and embedding Reddit comments + evaluation

• build_dimensions.R

  • Some code from Kozlowski et al. (2019): https://github.com/KnowledgeLab/GeometryofCulture/tree/master/code + My functions for angle visualization

/survey_data

files from Kozlowski et al. (2019)

/models

/models can be downloaded here: https://www.dropbox.com/sh/lyb8w1w1di5pozd/AAAkpXtEQW0fyxS-M3DBffD-a?dl=0

AskReddit model, word vectors and vocabulary list

/evaluation

three test files for evaluation, see /code/reddit_word2vec.ipynb for details