ScrollWell
Co-built ScrollWell, a research-driven web platform exploring how social media affects student mental health. The project included database architecture, live data visualization, interactive narrative design, and a full-stack web experience built to make academic research accessible and engaging.
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ScrollWell
Web Design & Data Visualization · 2026
Co-built ScrollWell, a research-driven platform exploring how social media affects student mental health. The project included database architecture, live data visualizations, an interactive simulator, and a guided narrative experience — all built to make academic research accessible and engaging.
Role: Frontend development, data visualization, live API integration
Stack: HTML/CSS/JS, Chart.js, D3.js, PHP, MySQL
Key findings visualized:
7+ hrs/day social media use = 40% drop in mental health scores
Nearly 2-hour nightly sleep gap between positive and negative outcome students
TikTok/Snapchat users report negative outcomes at 74–68% vs. LinkedIn at 38%
Interactive features: Platform comparison charts with slider filters, addiction score scatter plot, clickable world map, 6-chapter narrative walkthrough, 24-hour life simulator