We analyzed 1,700+ students across platforms, sleep patterns, and mental health scores. Click through to see what we found — and why it matters.
Students who use social media 7+ hours a day report a 40% drop in mental health scores compared to light users. This was one of the strongest signals in our data — usage hours predict outcomes more reliably than platform alone.
Hover over bars to see exact scores. Lower score = worse mental health.
Social media doesn't just affect mood directly — it steals sleep, and sleep loss does the real damage. Students with negative social media outcomes sleep nearly 2 full hours less per night than those with positive outcomes.
Platform choice matters as much as time spent. TikTok and Snapchat users are significantly more likely to report negative outcomes, while LinkedIn and Pinterest correlate with much more positive experiences. Click any platform bar to see why.
Our simulator data showed that face-to-face interaction is one of the strongest protective factors against social media's negative effects. Students who balance online time with in-person connection report lower anxiety, less FOMO, and better sleep.
This isn't about quitting social media. It's about balance — and our data shows the return on real-world time is high.
Social media platforms are engineered to maximize engagement — infinite scroll, variable reward loops, notification timing. Our simulator lets you feel this firsthand: every extra hour you add to your day produces diminishing returns on wellbeing.
Score = avg usage hours + (10 − mental health score). Higher = more addictive pattern.
The goal isn't to scare you off social media. It's to give you the data to make intentional choices. You now know the patterns — what drains, what helps, and where to look for balance.
7+ hrs/day = 40% worse mental health outcomes
Nearly 2-hour nightly gap between good and bad outcomes
TikTok & Snapchat → 68–74% negative rates. LinkedIn → 38%
In-person time is the #1 protective factor in our model