Part 4: What Does Reddit Think About AI Therapy? BERTopic Reveals the Hidden Themes

📰 Medium · NLP

Uncover hidden themes in 20,000 Reddit posts about AI therapy using BERTopic, a topic modeling technique, to reveal public sentiment and concerns

intermediate Published 20 Apr 2026

Action Steps

Collect a large dataset of Reddit posts related to AI therapy
Preprocess the text data by removing stop words and lemmatizing
Apply BERTopic topic modeling to identify hidden themes
Analyze the sentiment of the posts using a sentiment analysis tool
Visualize the results to understand the distribution of themes and sentiment

Who Needs to Know This

NLP researchers, data scientists, and mental health professionals can benefit from this analysis to understand public perceptions and improve AI therapy solutions

Key Insight

💡 Topic modeling can reveal nuanced public opinions and concerns about AI therapy, informing the development of more effective and acceptable solutions