Selected Insights: Sleep Monitoring in Healthy People
This study provides multilevel monitoring of activity and sleep of people studied for 24 hours, including continuous beat-to-beat heart data, triaxial accelerometer data, sleep quality, physical activity and psychological characteristics (i.e., anxiety status, stress events and emotions) for 22 healthy participants.
Data Source: https://physionet.org/
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Quality of sleep shows a strong negative correlation with awake time during sleep. While the y-axis shows the total time each participant spends in awakening mode throughout the sleep time, the x-axis shows the quality of effective sleep.
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Visual Cloud to showcase insights about activities of individuals.
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Quality of sleep shows a weak negative correlation with the number of times a participant awakes during sleep. While the y-axis shows the number of times each participant awakes throughout the sleep time, the x-axis shows the quality of effective sleep.
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These are averages of different sleep insights of the participants.
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These are Log normalized sleep profiles of selected participants.
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The visualization shows the average weight of participants.
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Interestingly, individuals with above-average recorded stress score spend on average more time on the bed (i.e. 6 Hrs and 50 Mins), in contrast to those who exhibit below-average stress score (i.e. 5 Hrs and 44 Mins)
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These are frequencies of different activities a user perform.