Skip to content

walkerad03/LING-460-Final-Project

Repository files navigation

LING 460 Final Project

Data and files related to Group 11's Final Project for LING 460

Raw Data Schema

Name Type Description Example
Cycle.start.time string Start time for all data taken throughout a day. 2023-03-21 23:04:14
Cycle.end.time string End time for all data taken throughout a day. 2023-03-22 22:26:19
Cycle.timezone string Timezone where the data was taken. UTC-04:00
Recovery.score.. integer Numerical score from 1-100 which dictates a general aerobic recovery. 50 is considered a baseline. 50
Resting.heart.rate..bpm. integer [beats/minute] Average heartrate during sleep. 54
Heart.rate.variability..ms. integer [milliseconds] Heart Rate Variability during sleep. 70
Skin.temp..celsius. double [celsius] Average skin temperature during sleep 34.5
Blood.oxygen.. double Blood Oxygen Percentage during sleep 97.24
Day.Strain double Numerical strain value from measured from 0 to 21.0. This is measured on a log scale so strain values become harder to achieve as one gets closer to 21. A 21.0 strain value would indicate that the person has sustained their maximum heart rate for a full 24 hours. 16.5
Energy.burned..cal. integer [calories] Energy burned over a day 3057
Max.HR..bpm. integer [beats/minute] Maximum recorded heart rate over a day 170
Average.HR..bpm. integer [beats/minute] Average recorded heart rate over a day 78
Sleep.onset string Time the subject began going to sleep for the night. This time should be considered the time when the subject got into bed, not when the actually fell asleep. 2023-03-21 23:04:14
Wake.onset string Time the subject got out of bed in the morning. This is not the same as the wake-up time. 2023-03-22 5:14:49
Sleep.performance.. integer The ratio of hours of sleep the subject got to the hours of sleep the subject needed. Measured from 0% to 100%. 57
Respiratory.rate..rpm. double [breaths / minute] Average breath rate during sleep 14.7
Asleep.duration..min. integer [minutes] Total time asleep 357
In.bed.duration..min. integer [minutes] Total time in bed 370
Light.sleep.duration..min. integer [minutes] Total time spent in "light sleep." This is considered by Whoop as the transitional time between being fully asleep and awake, or vice versa. 226
Deep..SWS..duration..min. integer [minutes] Total time spent in Deep/Slow Wave Sleep. 79
REM.duration..min. integer [minutes] Total time spent in Rapid Eye Movement Sleep. 52
Awake.duration..min. integer [minutes] Total time spent awake in bed. 13
Sleep.need..min. integer [minutes] Calculated sleep need. Based on previous day strain, sleep debt, recent naps, and a predetermined baseline 628
Sleep.debt..min. integer [minutes] Sleep debt. Total amount of sleep needed to "get back on track" 100
Sleep.efficiency.. integer Ratio of time asleep to time in bed. This is on a scale from 0% to 100%. 97

Sources of Data

Whoop fitness trackers worn by anonymous people

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors 3

  •  
  •  
  •  

Languages