![[OC] 71% of 7,500 smartphone users are classified as addicted. Of all the behavioural data collected, only social media predicted phone addiction.](https://preview.redd.it/iwhu9oabr6tg1.png?auto=webp&s=586bc7b765a0ff7da18a8530f2725681e680064e)
[OC] 71% of 7,500 smartphone users are classified as addicted. Of all the behavioural data collected, only social media predicted phone addiction.
Dataset: Kaggle Smartphone Usage & Addiction Analysis
A few other findings that surprised me:
- Low stress users are marginally more addicted than high stress ones
- Notification volume has virtually zero correlation with addiction
- 100% of users watching 11+ hours on weekends are classified as addicted
- Young males lead addiction rates at 18–22 but females overtake them by 32–35
I built the dashboard in Tableau to look and feel like an actual iPhone! Each insight is its own app that you tap to open. My dashboard is published on Tableau Public here:
It's only my second ever dashboard, so please be kind :)
u/spaghettio12 — 1 day ago