[OC]I built a system that visualizes CPAP sleep therapy data in advanced interactive charts

CPAP machines produce an incredible amount of physiological data during sleep.

I built SomniCharts, a wb based platform that converts that raw therapy data into detailed visual analytics.

👉 https://www.somnicharts.com

The system analyzes metrics like:

• airflow
• pressure curves
• respiratory events
• leak rates
• therapy effectiveness over time

The goal is to transform raw CPAP logs into clear visual insights that both patients and clinicians can understand.

Sleep medicine is actually a fascinating data science problem because sleep therapy produces continuous overnight physiological data streams.

We’re interested in feedback from data visualization enthusiasts about the chart design and analytics approach.