About SAMHM
SAMHM (Social-Media Assisted Mental Health Monitoring) is an ethical AI platform designed for mental-health research using social-media sentiment analysis. We empower researchers to understand emotional patterns and mental health indicators from public online conversations.
Our Mission
Enable safe, evidence-based mental-health research by analyzing public online conversations. We bridge the gap between social media data and actionable insights for improving mental health outcomes.
What SAMHM Does
Process multi-source text input from Twitter, Reddit, YouTube, and CSV files. Our AI models analyze sentiment, emotion categories, and mental-health indicators through interactive dashboards and visualizations.
Who It's For
Built for mental-health researchers, academic institutions, clinicians, and public-health policy teams who need reliable sentiment analysis tools for evidence-based research and intervention planning.
How SAMHM Works
Collect Text
Import tweets, Reddit posts, YouTube comments, CSV files, or enter manual text. Multiple data sources for comprehensive analysis.
Analyze with Ethical AI
Advanced sentiment detection, emotion categorization, and mental-health indicators using validated AI models trained on research data.
Explore Dashboards
Interactive visual analytics, trend analysis over time, and exportable insights for research papers and presentations.
Ethics, Privacy & Compliance
SAMHM is built with privacy-first principles and transparent research ethics at its core. We prioritize responsible AI and compliance with institutional guidelines.
Privacy-First Research
All data is aggregated and anonymized. No individual diagnosis or personal identification.
Transparent Models
Clear documentation of AI methods, validated research models, and explainable results.
Research Use Only
Aligned with institutional review boards and ethical research guidelines.
Impact & Value
Early Pattern Detection
Identify emerging mental-health trends and patterns in public discourse before they escalate.
Academic Support
Generate insights for publications, grant proposals, and collaborative research projects.
Data-Driven Decisions
Support evidence-based interventions, awareness campaigns, and policy recommendations.