TABLE 1.
Topics Identified in the 10-topic Model, the 20 Most Frequent Words Within Each Topic, a Title for Each Topic Based on Human Interpretation, and the Percentage of Posts Containing Each Topic
Topic id | Representative Words for Each Topic | Topic Title Based on Human Interpretation | Percentage of Posts Containing the Topic |
1 | People hand state live money work close lot supply store area pay shut virus hard outside city country home face | Supply, shutdown | 18.3% |
2 | Fuck shit lol money people bad happen good friend dope man let dude lose long run buy yeah pill sell | Social | 24.9% |
3 | Use dose methadone suboxone good sub high taper fent heroin pill opiate work long oxy withdrawal drug fentanyl kratom tolerance | Drug names, dose | 19.8% |
4 | Thank post use info question ask maybe check sure send information comment online sorry help link talk hear edit share | Asking for info; help | 17.2% |
5 | Doctor script pharmacy clinic pain patient doc sub appointment ask prescribe prescription med medication insurance suboxone able office state work | Clinic, doctor | 18.1% |
6 | Help use withdrawal good bad sleep taper anxiety kratom dose long detox opiate work lot symptom sub cold gabapentin pain | withdrawal symptoms | 20.2% |
7 | Clinic dose home people bottle takehomes patient methadone test counselor worth state wait extra phase covid sure line work long | MOUD experiences and access issues | 22.7% |
8 | Sick virus opiate symptom bad covid people hospital worry die risk immune flu doctor lol corona high cough case cause | COVID-19 symptoms | 14.9% |
9 | People methadone use drug addict good help fuck shit bad treatment addiction life die point overdose post lot change person | Negative consequences of addiction | 19.2% |
10 | Good clean use life work stay hard help hope thank love luck recovery best friend people great addiction relapse family | Recovery | 24.2% |