▲ project file // caffeine-sleep
Caffeine & Sleep Forecasting
Time series analysis and forecasting model to predict sleep time based on caffeine consumption.
A time series forecasting project that predicts sleep time based on caffeine consumption, built for a Probability and Statistics course.
What it does
- Analyzes the relationship between caffeine intake and sleep patterns
- Builds a forecasting model to predict sleep time
- Applies time series and statistical methods
The insight
It quantifies something we all feel: caffeine has a measurable lagged effect on when we actually sleep. The model captures that relationship and forecasts future sleep times from consumption data.