Spark NLP in Action
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Public Health

Classify Self Report Age - Tweet
These models classify self-report the exact age into social media data. (...)
Detect Adverse Drug Events in Tweet
These models classify self-report the exact age into social media data. (...)
Classify Self-Reported Covid-19 Symptoms - Tweet
This model classifies self-reported Covid-19 symptoms in Spanish tweets. (...)
Classify Stance / Premise About Health Mandates in Tweets
These models classify person as (1) having or not having stance and as (2) having or not having premise (argument) about health mandates in tweets. (...)
Detection of disease mentions in Spanish tweets
This model extracts disease entities in Spanish 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. (...)
Self-Treatment and Drug Changes Classifier in Social Media
This model classifies people non-adherent to their treatments and drugs on social media. (...)
Classify Self Report Vaccination Status - Tweet
This model involves the identification of self-reported COVID-19 vaccination status in English tweets. (...)
Classify Intimate Partner Violence - Tweet
This model involves the detection the potential IPV victims on social media platforms (in English tweets). (...)