Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence

This repository contains the code for (this paper).

Development setup

conda create -n cac_reddit python=3.11
conda activate cac_reddit
conda install pip
pip install -f requirements.txt

Scraping Reddit data

python code/scrape_reddit.py <cac_db_path>

Topic modeling

python code/topic_modeling.py <cac_db_path> <output_topic_model_file> 

Sentiment analysis

python code/sentiment_analysis <cac_db_path> <output_sentiment_analysis_path>