Spark NLP in Action

Mental Health - Live Demos & Notebooks

Identify Depression for Patient Posts
This demo shows a classifier that can classify whether tweets contain depressive text. (...)
Identify Intimate Partner Violence from Patient Posts
This model involves the detection the potential IPV victims on social media platforms (in English tweets). (...)
Classify Stress - Tweet
This model can identify stress in social media (Twitter) posts in the self-disclosure category. The model finds whether a person claims he/she is stressed or not. (...)