Using Natural Language Processing Methods to Build the Hypersexuality in Bipolar Reddit Corpus: Infodemiology Study of Reddit.

ABSTRACT:

Background

Bipolar is a severe mental health condition affecting at least 2% of the global population, with clinical observations suggesting that individuals experiencing elevated mood states, such as mania or hypomania, may have an increased propensity for engaging in risk-taking behaviors, including hypersexuality. Hypersexuality has historically been stigmatized in society and in health care provision, which makes it more difficult for service users to talk about their behaviors. There is a need for greater understanding of hypersexuality to develop better evidence-based treatment, support, and training for health professionals.

Objective

This study aimed to develop and assess effective methodologies for identifying posts on Reddit related to hypersexuality posted by peop

SUBMITTER: Harvey D 

PROVIDER: S-EPMC11926447 | biostudies-literature | 2025 Mar

REPOSITORIES: biostudies-literature