Decoding global reproductive health discourse on Reddit: themes, regions, and misinformation challenges.

This study explores dominant themes in global reproductive health discussions on Reddit over a 12-month period (January 2021 to December 2021). We collected and analyzed 50,000 posts and 100,000 comments from key subreddits, including "r/ReproductiveHealth" and "r/Parenting," using Python libraries like PRAW and BeautifulSoup for efficient data collection and preprocessing. Employing tools such as Latent Dirichlet Allocation (LDA) for topic modeling and VADER for sentiment analysis, we identified five major themes: Family Planning and Contraception, Pregnancy and Childbirth, Sexual Education and Awareness, Misinformation and Myths, and Support and Emotional Well-being.