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  • Fitbit Data Yield diff --git a/dev/change-log/index.html b/dev/change-log/index.html index bc5c5bba..23454a13 100644 --- a/dev/change-log/index.html +++ b/dev/change-log/index.html @@ -1019,6 +1019,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/code_of_conduct/index.html b/dev/code_of_conduct/index.html index 26d3ffe1..000e036b 100644 --- a/dev/code_of_conduct/index.html +++ b/dev/code_of_conduct/index.html @@ -1019,6 +1019,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/datastreams/add-new-data-streams/index.html b/dev/datastreams/add-new-data-streams/index.html index 27d4b6a4..bf0f79b4 100644 --- a/dev/datastreams/add-new-data-streams/index.html +++ b/dev/datastreams/add-new-data-streams/index.html @@ -1100,6 +1100,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/datastreams/empatica-zip/index.html b/dev/datastreams/empatica-zip/index.html index 2ee07189..a7440406 100644 --- a/dev/datastreams/empatica-zip/index.html +++ b/dev/datastreams/empatica-zip/index.html @@ -1068,6 +1068,20 @@ +
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  • Finally, there are also additional empty data files for both android and iOS for testing empty data files
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    Fitbit Calories Intraday

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    Description

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    Checklist

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    time segmentsingle tzmulti tzplatform
    30minOKOKfitbit
    morningOKOKfitbit
    dailyOKOKfitbit
    threedayOKOKfitbit
    weekendOKOKfitbit
    beforeMarchEventOKOKfitbit
    beforeNovemberEventOKOKfitbit
    diff --git a/dev/developers/testing/index.html b/dev/developers/testing/index.html index 64868120..90fa0b07 100644 --- a/dev/developers/testing/index.html +++ b/dev/developers/testing/index.html @@ -1019,6 +1019,20 @@ +
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  • Fitbit Data Yield @@ -1824,23 +1838,11 @@ android and iOS -afterMarchEvent -OK -OK -android and iOS - - beforeNovemberEvent OK OK android and iOS - -afterNovemberEvent -OK -OK -android and iOS - diff --git a/dev/developers/validation-schema-config/index.html b/dev/developers/validation-schema-config/index.html index db46f83d..c0429418 100644 --- a/dev/developers/validation-schema-config/index.html +++ b/dev/developers/validation-schema-config/index.html @@ -1019,6 +1019,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/developers/virtual-environments/index.html b/dev/developers/virtual-environments/index.html index b17b7307..cf7a6fa9 100644 --- a/dev/developers/virtual-environments/index.html +++ b/dev/developers/virtual-environments/index.html @@ -1019,6 +1019,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/add-new-features/index.html b/dev/features/add-new-features/index.html index 17d6d6a5..146e126e 100644 --- a/dev/features/add-new-features/index.html +++ b/dev/features/add-new-features/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-accelerometer/index.html b/dev/features/empatica-accelerometer/index.html index 6839a908..fb5776be 100644 --- a/dev/features/empatica-accelerometer/index.html +++ b/dev/features/empatica-accelerometer/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-blood-volume-pulse/index.html b/dev/features/empatica-blood-volume-pulse/index.html index b9f6c6d0..908e138a 100644 --- a/dev/features/empatica-blood-volume-pulse/index.html +++ b/dev/features/empatica-blood-volume-pulse/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-electrodermal-activity/index.html b/dev/features/empatica-electrodermal-activity/index.html index a52b38a7..b1405339 100644 --- a/dev/features/empatica-electrodermal-activity/index.html +++ b/dev/features/empatica-electrodermal-activity/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-inter-beat-interval/index.html b/dev/features/empatica-inter-beat-interval/index.html index 237788a0..5175c120 100644 --- a/dev/features/empatica-inter-beat-interval/index.html +++ b/dev/features/empatica-inter-beat-interval/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-tags/index.html b/dev/features/empatica-tags/index.html index 6b224fee..426c0814 100644 --- a/dev/features/empatica-tags/index.html +++ b/dev/features/empatica-tags/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/empatica-temperature/index.html b/dev/features/empatica-temperature/index.html index 797fd721..8d1e9069 100644 --- a/dev/features/empatica-temperature/index.html +++ b/dev/features/empatica-temperature/index.html @@ -1021,6 +1021,20 @@ +
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  • Fitbit Data Yield diff --git a/dev/features/feature-introduction/index.html b/dev/features/feature-introduction/index.html index 3a06896a..7f3dd29d 100644 --- a/dev/features/feature-introduction/index.html +++ b/dev/features/feature-introduction/index.html @@ -1059,6 +1059,20 @@ +
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    Fitbit Calories Intraday

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    Sensor parameters description for [FITBIT_CALORIES_INTRADAY]:

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    Key                             Description
    [CONTAINER]Container where your calories intraday data is stored, depending on the data stream you are using this can be a database table, a CSV file, etc.
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    RAPIDS provider

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    Available time segments

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    • Available for all time segments
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    File Sequence

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    - data/raw/{pid}/fitbit_calories_intraday_raw.csv
+- data/raw/{pid}/fitbit_calories_intraday_with_datetime.csv
+- data/interim/{pid}/fitbit_calories_intraday_features/fitbit_calories_intraday_{language}_{provider_key}.csv
+- data/processed/features/{pid}/fitbit_calories_intraday.csv
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    Parameters description for [FITBIT_CALORIES_INTRADAY][PROVIDERS][RAPIDS]:

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    Key                                               Description
    [COMPUTE]Set to True to extract FITBIT_CALORIES_INTRADAY features from the RAPIDS provider
    [FEATURES]Features to be computed from calories intraday data, see table below
    [EPISODE_TYPE]RAPIDS will compute features for any episodes in this list. There are seven types of episodes defined as consecutive appearances of a label. Four are based on the activity level labels provided by Fitbit: sedentary, lightly active, fairly active, and very active. One is defined by RAPIDS as moderate to vigorous physical activity MVPA episodes that are based on all fairly active, and very active labels. Two are defined by the user based on a threshold that divides low or high MET (metabolic equivalent) episodes.
    EPISODE_TIME_THRESHOLDAny consecutive rows of the same [EPISODE_TYPE] will be considered a single episode if the time difference between them is less or equal than this threshold in minutes
    [EPISODE_MET_THRESHOLD]Any 1-minute calorie data chunk with a MET value equal or higher than this threshold will be considered a high MET episode and low MET otherwise. The default value is 3
    [EPISODE_MVPA_CATEGORIES]The Fitbit level labels that are considered part of a moderate to vigorous physical activity episode. One or more of sedentary, lightly active, fairly active, and very active. The default are fairly active and very active
    [EPISODE_REFERENCE_TIME]Reference time for the start/end time features. MIDNIGHT sets the reference time to 00:00 of each day, START_OF_THE_SEGMENT sets the reference time to the start of the time segment (useful when a segment is shorter than a day or spans multiple days)
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    Features description for [FITBIT_CALORIES_INTRADAY][PROVIDERS][RAPIDS]:

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    Feature                                                           UnitsDescription
    starttimefirstepisodeEPISODE_TYPEminutesStart time of the first episode of type [EPISODE_TYPE]
    endtimefirstepisodeEPISODE_TYPEminutesEnd time of the first episode of type [EPISODE_TYPE]
    starttimelastepisodeEPISODE_TYPEminutesStart time of the last episode of type [EPISODE_TYPE]
    endtimelastepisodeEPISODE_TYPEminutesEnd time of the last episode of type [EPISODE_TYPE]
    starttimelongestepisodeEPISODE_TYPEminutesStart time of the longest episode of type [EPISODE_TYPE]
    endtimelongestepisodeEPISODE_TYPEminutesEnd time of the longest episode of type [EPISODE_TYPE]
    countepisodeEPISODE_TYPEepisodesThe number of episodes of type [EPISODE_TYPE]
    sumdurationepisodeEPISODE_TYPEminutesThe sum of the duration of episodes of type [EPISODE_TYPE]
    avgdurationepisodeEPISODE_TYPEminutesThe average of the duration of episodes of type [EPISODE_TYPE]
    maxdurationepisodeEPISODE_TYPEminutesThe maximum of the duration of episodes of type [EPISODE_TYPE]
    mindurationepisodeEPISODE_TYPEminutesThe minimum of the duration of episodes of type [EPISODE_TYPE]
    stddurationepisodeEPISODE_TYPEminutesThe standard deviation of the duration of episodes of type [EPISODE_TYPE]
    summetEPISODE_TYPEMETsThe sum of all METs during episodes of type [EPISODE_TYPE]
    avgmetEPISODE_TYPEMETsThe average of all METs during episodes of type [EPISODE_TYPE]
    maxmetEPISODE_TYPEMETsThe maximum of all METs during episodes of type [EPISODE_TYPE]
    minmetEPISODE_TYPEMETsThe minimum of all METs during episodes of type [EPISODE_TYPE]
    stdmetEPISODE_TYPEMETsThe standard deviation of all METs during episodes of type [EPISODE_TYPE]
    sumcaloriesEPISODE_TYPEcaloriesThe sum of all calories during episodes of type [EPISODE_TYPE]
    avgcaloriesEPISODE_TYPEcaloriesThe average of all calories during episodes of type [EPISODE_TYPE]
    maxcaloriesEPISODE_TYPEcaloriesThe maximum of all calories during episodes of type [EPISODE_TYPE]
    mincaloriesEPISODE_TYPEcaloriesThe minimum of all calories during episodes of type [EPISODE_TYPE]
    stdcaloriesEPISODE_TYPEcaloriesThe standard deviation of all calories during episodes of type [EPISODE_TYPE]
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    Assumptions/Observations

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    • These features are based on intraday calories data that is usually obtained in 1-minute chunks from Fitbit’s API.
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    • The MET value returned by Fitbit is divided by 10
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    • Take into account that the intraday data returned by Fitbit can contain time series for calories burned inclusive of BMR, tracked activity, and manually logged activities.
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