metadata
license: mit
dataset_info:
- config_name: calories
features:
- name: dateTime
dtype: string
- name: value
dtype: float64
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- config_name: distance
features:
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- config_name: exercise
features:
- name: logId
dtype: int64
- name: activityName
dtype: string
- name: activityTypeId
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- name: activityLevel
dtype: string
- name: averageHeartRate
dtype: float64
- name: calories
dtype: int64
- name: duration
dtype: int64
- name: activeDuration
dtype: int64
- name: steps
dtype: float64
- name: logType
dtype: string
- name: heartRateZones
dtype: string
- name: lastModified
dtype: string
- name: startTime
dtype: string
- name: originalStartTime
dtype: string
- name: originalDuration
dtype: int64
- name: elevationGain
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- name: hasGps
dtype: bool
- name: shouldFetchDetails
dtype: bool
- name: manualValuesSpecified.calories
dtype: bool
- name: manualValuesSpecified.distance
dtype: bool
- name: manualValuesSpecified.steps
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- name: distance
dtype: float64
- name: distanceUnit
dtype: string
- name: speed
dtype: float64
- name: source.type
dtype: string
- name: source.name
dtype: string
- name: source.id
dtype: string
- name: source.url
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- name: source.trackerFeatures
dtype: string
- name: tcxLink
dtype: string
- name: pace
dtype: float64
- name: vo2Max.vo2Max
dtype: float64
- name: swimLengths
dtype: float64
- name: poolLength
dtype: float64
- name: poolLengthUnit
dtype: string
- name: customHeartRateZones
dtype: string
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- config_name: heart_rate
features:
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- name: value.bpm
dtype: int64
- name: value.confidence
dtype: int64
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- config_name: lightly_active_min
features:
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- name: value
dtype: int64
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- config_name: moderate_active_min
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- config_name: sedentary_min
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- config_name: sleep
features:
- name: logId
dtype: int64
- name: dateOfSleep
dtype: string
- name: startTime
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- name: endTime
dtype: string
- name: duration
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- name: minutesToFallAsleep
dtype: int64
- name: minutesAsleep
dtype: int64
- name: minutesAwake
dtype: int64
- name: minutesAfterWakeup
dtype: int64
- name: timeInBed
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- name: efficiency
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- name: type
dtype: string
- name: infoCode
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- name: mainSleep
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- name: levels.summary.deep.minutes
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- name: levels.summary.deep.thirtyDayAvgMinutes
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- name: levels.summary.wake.count
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- name: levels.summary.wake.minutes
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- name: levels.summary.wake.thirtyDayAvgMinutes
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- name: levels.data
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- name: levels.summary.restless.minutes
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- name: levels.summary.awake.count
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- name: levels.summary.awake.minutes
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- name: levels.summary.asleep.minutes
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- config_name: steps
features:
- name: dateTime
dtype: string
- name: value
dtype: int64
splits:
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- config_name: time_in_heart_rate_zones
features:
- name: dateTime
dtype: string
- name: value.valuesInZones.IN_DEFAULT_ZONE_3
dtype: float64
- name: value.valuesInZones.IN_DEFAULT_ZONE_1
dtype: float64
- name: value.valuesInZones.BELOW_DEFAULT_ZONE_1
dtype: float64
- name: value.valuesInZones.IN_DEFAULT_ZONE_2
dtype: float64
- name: value.valuesInZones.IN_CUSTOM_ZONE
dtype: float64
- name: value.valuesInZones.BELOW_CUSTOM_ZONE
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dtype: float64
splits:
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- config_name: very_active
features:
- name: dateTime
dtype: string
- name: value
dtype: int64
splits:
- name: train
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num_examples: 2396
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configs:
- config_name: calories
data_files:
- split: train
path: calories/train-*
- config_name: distance
data_files:
- split: train
path: distance/train-*
- config_name: exercise
data_files:
- split: train
path: exercise/train-*
- config_name: heart_rate
data_files:
- split: train
path: heart_rate/train-*
- config_name: lightly_active_min
data_files:
- split: train
path: lightly_active_min/train-*
- config_name: moderate_active_min
data_files:
- split: train
path: moderate_active_min/train-*
- config_name: sedentary_min
data_files:
- split: train
path: sedentary_min/train-*
- config_name: sleep
data_files:
- split: train
path: sleep/train-*
- config_name: steps
data_files:
- split: train
path: steps/train-*
- config_name: time_in_heart_rate_zones
data_files:
- split: train
path: time_in_heart_rate_zones/train-*
- config_name: very_active
data_files:
- split: train
path: very_active/train-*
calories.json shows how many calories the person has burned the last minute.
distance.json gives the distance moved per minute. Distance is in centimeters.
exercise.json describes each activity in more detail. It contains the date with start and stop time, time in different activity levels, type of activity, and various performance metrics depending on the type of exercise, e.g., for running, it contains distance, time, steps, calories, speed, and pace.
heart_rate.json shows the number of heartbeats per minute (bpm) at a given time.
sedentary_minutes.json sums up the number of sedentary minutes per day.
lightly_active_minutes.json sums up the number of lightly active minutes per day.
moderately_active_minutes.json sums up the number of moderately active minutes per day.
very_active_minutes.json sums up the number of very active minutes per day.
resting_heart_rate.json gives the resting heart rate per day.
sleep.json is a per sleep breakdown of the sleep into periods of light, deep, REM sleeps, and time awake.
steps.json displays the number of steps per minute. time_in_heart_rate_zones.json gives the number of minutes in different heart rate zones. Using the common formula of 220 minus your age to find the max heart rate, Fitbit6 will calculate your maximum heart rate and then create three target heart rate zones — fat burn (50 to 69 percent of your max heart rate), cardio (70 to 84 percent of your max heart rate), and peak (85 to 100 percent of your max heart rate).
Reference: https://dl.acm.org/doi/pdf/10.1145/3339825.3394926