recovery-network

supporting code for works in understanding motivations behind recovery discussion on reddit

Main scripts:

1. get_data.ipynb : this notebook gets the active posters from each of the 12 subreddits chosen - dates : june 20218 - june 2022. from thse users, a random sample of 20k are selected for further analysis
2. py/get_user_subreddits.py: this script runs the PRAW api to get the list of subreddits each user has posted in with multi-threading.
3. make-edgelist.ipynb: each of the JSON files created in (2) are used to create the edge list for network analysis
4. network_analysis.ipynb : edge lilst from (3) used to calculate various measure of degree centrality
5. topic_model.ipynb: topic modeling on the description of the subreddits per community per network