Sleep Study Visualizations Leveraging raw sleep data from 2020 - 2023. Questions: How did the features change over time? Did better sleep occur during vacations or after/before a move? What factors correlate to longest stretches of time with good quality and/or good time asleep? Starting Point Visualizing and Removing Outliers Checking out Possible Correlations Looking at Macro Trends over Time Micro Trends (differenced time series by time zone) Time Zones Comparison (distributions of sleep/wake times and time spent asleep by time zone)