SocietySpeaks (<a href="https://societyspeaks.io" rel="nofollow">https://societyspeaks.io</a>) combines opinion clustering algorithms with geographic context to facilitate better public discourse. Currently hosting discussions on healthcare, technology, climate, and social policy.
All Active Discussions:
Healthcare:<p>NHS Reform: <a href="https://societyspeaks.io/discussions/1/how_should_we_improve_the_nhs" rel="nofollow">https://societyspeaks.io/discussions/1/how_should_we_improve...</a>
Mental Health: <a href="https://societyspeaks.io/discussions/10/mental-health-awareness" rel="nofollow">https://societyspeaks.io/discussions/10/mental-health-awaren...</a><p>Environment & Economy:<p>Climate Solutions: <a href="https://societyspeaks.io/discussions/12/climate-change-solutions" rel="nofollow">https://societyspeaks.io/discussions/12/climate-change-solut...</a>
Free Ports Analysis: <a href="https://societyspeaks.io/discussions/3/are-free-ports-good-or-bad" rel="nofollow">https://societyspeaks.io/discussions/3/are-free-ports-good-o...</a><p>Society & Education:<p>Digital Wellbeing: <a href="https://societyspeaks.io/discussions/13/smartphone-free-childhood" rel="nofollow">https://societyspeaks.io/discussions/13/smartphone-free-chil...</a>
Education Future: <a href="https://societyspeaks.io/discussions/8/future-of-education" rel="nofollow">https://societyspeaks.io/discussions/8/future-of-education</a>
Economic Inequality: <a href="https://societyspeaks.io/discussions/9/wealth-inequality" rel="nofollow">https://societyspeaks.io/discussions/9/wealth-inequality</a>
Housing Access: <a href="https://societyspeaks.io/discussions/7/affordable-housing" rel="nofollow">https://societyspeaks.io/discussions/7/affordable-housing</a><p>Technology:<p>AI Impact: <a href="https://societyspeaks.io/discussions/11/ai-and-automation" rel="nofollow">https://societyspeaks.io/discussions/11/ai-and-automation</a>
Platform Regulation: <a href="https://societyspeaks.io/discussions/5/social-media-regulation" rel="nofollow">https://societyspeaks.io/discussions/5/social-media-regulati...</a><p>Policy:<p>Immigration: <a href="https://societyspeaks.io/discussions/6/immigration-reform" rel="nofollow">https://societyspeaks.io/discussions/6/immigration-reform</a><p>Technical implementation:<p>Flask/Python backend with PostgreSQL
Opinion clustering API integration
Location-aware discussion filtering
Tailwind CSS for responsive design
Replit infrastructure
Pol.is<p>Key features:<p>Real-time opinion cluster visualization
Geographic scope filtering (city/country/global)
Topic-based categorization
Cross-referencing between related discussions
Consensus highlighting across viewpoints<p>The platform integrates research from collective intelligence and deliberative democracy fields, with particular focus on how geographic context influences consensus-building.
Current technical focus:<p>Scaling clustering for larger datasets
Geographic verification without compromising privacy
Cross-topic relationship mapping
Automated moderation systems<p>Looking for feedback on how i can improve it and make it as useful as possible. Its currently just me and entirely bootstrapped.