Baselight

FitBit Fitness Tracker Data

Pattern recognition with tracker data: : Improve Your Overall Health

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data

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About this Dataset

FitBit Fitness Tracker Data

This dataset generated by respondents to a distributed survey via Amazon Mechanical Turk between 03.12.2016-05.12.2016. Thirty eligible Fitbit users consented to the submission of personal tracker data, including minute-level output for physical activity, heart rate, and sleep monitoring. Individual reports can be parsed by export session ID (column A) or timestamp (column B). Variation between output represents use of different types of Fitbit trackers and individual tracking behaviors / preferences.

Source: Click here
Checkout the metadata

Tables

Dailyactivity Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.dailyactivity_merged
  • 47.29 KB
  • 940 rows
  • 15 columns
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CREATE TABLE dailyactivity_merged (
  "id" BIGINT,
  "activitydate" TIMESTAMP,
  "totalsteps" BIGINT,
  "totaldistance" DOUBLE,
  "trackerdistance" DOUBLE,
  "loggedactivitiesdistance" DOUBLE,
  "veryactivedistance" DOUBLE,
  "moderatelyactivedistance" DOUBLE,
  "lightactivedistance" DOUBLE,
  "sedentaryactivedistance" DOUBLE,
  "veryactiveminutes" BIGINT,
  "fairlyactiveminutes" BIGINT,
  "lightlyactiveminutes" BIGINT,
  "sedentaryminutes" BIGINT,
  "calories" BIGINT
);

Dailycalories Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.dailycalories_merged
  • 7.62 KB
  • 940 rows
  • 3 columns
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CREATE TABLE dailycalories_merged (
  "id" BIGINT,
  "activityday" TIMESTAMP,
  "calories" BIGINT
);

Dailyintensities Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.dailyintensities_merged
  • 25.74 KB
  • 940 rows
  • 10 columns
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CREATE TABLE dailyintensities_merged (
  "id" BIGINT,
  "activityday" TIMESTAMP,
  "sedentaryminutes" BIGINT,
  "lightlyactiveminutes" BIGINT,
  "fairlyactiveminutes" BIGINT,
  "veryactiveminutes" BIGINT,
  "sedentaryactivedistance" DOUBLE,
  "lightactivedistance" DOUBLE,
  "moderatelyactivedistance" DOUBLE,
  "veryactivedistance" DOUBLE
);

Dailysteps Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.dailysteps_merged
  • 8.14 KB
  • 940 rows
  • 3 columns
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CREATE TABLE dailysteps_merged (
  "id" BIGINT,
  "activityday" TIMESTAMP,
  "steptotal" BIGINT
);

Heartrate Seconds Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.heartrate_seconds_merged
  • 12.8 MB
  • 2483658 rows
  • 3 columns
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CREATE TABLE heartrate_seconds_merged (
  "id" BIGINT,
  "time" VARCHAR,
  "value" BIGINT
);

Hourlycalories Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.hourlycalories_merged
  • 34.62 KB
  • 22099 rows
  • 3 columns
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CREATE TABLE hourlycalories_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "calories" BIGINT
);

Hourlyintensities Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.hourlyintensities_merged
  • 47.43 KB
  • 22099 rows
  • 4 columns
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CREATE TABLE hourlyintensities_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "totalintensity" BIGINT,
  "averageintensity" DOUBLE
);

Hourlysteps Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.hourlysteps_merged
  • 45.78 KB
  • 22099 rows
  • 3 columns
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CREATE TABLE hourlysteps_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "steptotal" BIGINT
);

Minutecaloriesnarrow Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutecaloriesnarrow_merged
  • 6.33 MB
  • 1325580 rows
  • 3 columns
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CREATE TABLE minutecaloriesnarrow_merged (
  "id" BIGINT,
  "activityminute" VARCHAR,
  "calories" DOUBLE
);

Minutecalorieswide Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutecalorieswide_merged
  • 1.51 MB
  • 21645 rows
  • 62 columns
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CREATE TABLE minutecalorieswide_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "calories00" DOUBLE,
  "calories01" DOUBLE,
  "calories02" DOUBLE,
  "calories03" DOUBLE,
  "calories04" DOUBLE,
  "calories05" DOUBLE,
  "calories06" DOUBLE,
  "calories07" DOUBLE,
  "calories08" DOUBLE,
  "calories09" DOUBLE,
  "calories10" DOUBLE,
  "calories11" DOUBLE,
  "calories12" DOUBLE,
  "calories13" DOUBLE,
  "calories14" DOUBLE,
  "calories15" DOUBLE,
  "calories16" DOUBLE,
  "calories17" DOUBLE,
  "calories18" DOUBLE,
  "calories19" DOUBLE,
  "calories20" DOUBLE,
  "calories21" DOUBLE,
  "calories22" DOUBLE,
  "calories23" DOUBLE,
  "calories24" DOUBLE,
  "calories25" DOUBLE,
  "calories26" DOUBLE,
  "calories27" DOUBLE,
  "calories28" DOUBLE,
  "calories29" DOUBLE,
  "calories30" DOUBLE,
  "calories31" DOUBLE,
  "calories32" DOUBLE,
  "calories33" DOUBLE,
  "calories34" DOUBLE,
  "calories35" DOUBLE,
  "calories36" DOUBLE,
  "calories37" DOUBLE,
  "calories38" DOUBLE,
  "calories39" DOUBLE,
  "calories40" DOUBLE,
  "calories41" DOUBLE,
  "calories42" DOUBLE,
  "calories43" DOUBLE,
  "calories44" DOUBLE,
  "calories45" DOUBLE,
  "calories46" DOUBLE,
  "calories47" DOUBLE,
  "calories48" DOUBLE,
  "calories49" DOUBLE,
  "calories50" DOUBLE,
  "calories51" DOUBLE,
  "calories52" DOUBLE,
  "calories53" DOUBLE,
  "calories54" DOUBLE,
  "calories55" DOUBLE,
  "calories56" DOUBLE,
  "calories57" DOUBLE,
  "calories58" DOUBLE,
  "calories59" DOUBLE
);

Minuteintensitiesnarrow Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minuteintensitiesnarrow_merged
  • 5.87 MB
  • 1325580 rows
  • 3 columns
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CREATE TABLE minuteintensitiesnarrow_merged (
  "id" BIGINT,
  "activityminute" VARCHAR,
  "intensity" BIGINT
);

Minuteintensitieswide Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minuteintensitieswide_merged
  • 298.52 KB
  • 21645 rows
  • 62 columns
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CREATE TABLE minuteintensitieswide_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "intensity00" BIGINT,
  "intensity01" BIGINT,
  "intensity02" BIGINT,
  "intensity03" BIGINT,
  "intensity04" BIGINT,
  "intensity05" BIGINT,
  "intensity06" BIGINT,
  "intensity07" BIGINT,
  "intensity08" BIGINT,
  "intensity09" BIGINT,
  "intensity10" BIGINT,
  "intensity11" BIGINT,
  "intensity12" BIGINT,
  "intensity13" BIGINT,
  "intensity14" BIGINT,
  "intensity15" BIGINT,
  "intensity16" BIGINT,
  "intensity17" BIGINT,
  "intensity18" BIGINT,
  "intensity19" BIGINT,
  "intensity20" BIGINT,
  "intensity21" BIGINT,
  "intensity22" BIGINT,
  "intensity23" BIGINT,
  "intensity24" BIGINT,
  "intensity25" BIGINT,
  "intensity26" BIGINT,
  "intensity27" BIGINT,
  "intensity28" BIGINT,
  "intensity29" BIGINT,
  "intensity30" BIGINT,
  "intensity31" BIGINT,
  "intensity32" BIGINT,
  "intensity33" BIGINT,
  "intensity34" BIGINT,
  "intensity35" BIGINT,
  "intensity36" BIGINT,
  "intensity37" BIGINT,
  "intensity38" BIGINT,
  "intensity39" BIGINT,
  "intensity40" BIGINT,
  "intensity41" BIGINT,
  "intensity42" BIGINT,
  "intensity43" BIGINT,
  "intensity44" BIGINT,
  "intensity45" BIGINT,
  "intensity46" BIGINT,
  "intensity47" BIGINT,
  "intensity48" BIGINT,
  "intensity49" BIGINT,
  "intensity50" BIGINT,
  "intensity51" BIGINT,
  "intensity52" BIGINT,
  "intensity53" BIGINT,
  "intensity54" BIGINT,
  "intensity55" BIGINT,
  "intensity56" BIGINT,
  "intensity57" BIGINT,
  "intensity58" BIGINT,
  "intensity59" BIGINT
);

Minutemetsnarrow Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutemetsnarrow_merged
  • 6.16 MB
  • 1325580 rows
  • 3 columns
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CREATE TABLE minutemetsnarrow_merged (
  "id" BIGINT,
  "activityminute" VARCHAR,
  "mets" BIGINT
);

Minutesleep Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutesleep_merged
  • 791.6 KB
  • 188521 rows
  • 4 columns
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CREATE TABLE minutesleep_merged (
  "id" BIGINT,
  "date" VARCHAR,
  "value" BIGINT,
  "logid" BIGINT
);

Minutestepsnarrow Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutestepsnarrow_merged
  • 6.07 MB
  • 1325580 rows
  • 3 columns
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CREATE TABLE minutestepsnarrow_merged (
  "id" BIGINT,
  "activityminute" VARCHAR,
  "steps" BIGINT
);

Minutestepswide Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.minutestepswide_merged
  • 600.02 KB
  • 21645 rows
  • 62 columns
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CREATE TABLE minutestepswide_merged (
  "id" BIGINT,
  "activityhour" VARCHAR,
  "steps00" BIGINT,
  "steps01" BIGINT,
  "steps02" BIGINT,
  "steps03" BIGINT,
  "steps04" BIGINT,
  "steps05" BIGINT,
  "steps06" BIGINT,
  "steps07" BIGINT,
  "steps08" BIGINT,
  "steps09" BIGINT,
  "steps10" BIGINT,
  "steps11" BIGINT,
  "steps12" BIGINT,
  "steps13" BIGINT,
  "steps14" BIGINT,
  "steps15" BIGINT,
  "steps16" BIGINT,
  "steps17" BIGINT,
  "steps18" BIGINT,
  "steps19" BIGINT,
  "steps20" BIGINT,
  "steps21" BIGINT,
  "steps22" BIGINT,
  "steps23" BIGINT,
  "steps24" BIGINT,
  "steps25" BIGINT,
  "steps26" BIGINT,
  "steps27" BIGINT,
  "steps28" BIGINT,
  "steps29" BIGINT,
  "steps30" BIGINT,
  "steps31" BIGINT,
  "steps32" BIGINT,
  "steps33" BIGINT,
  "steps34" BIGINT,
  "steps35" BIGINT,
  "steps36" BIGINT,
  "steps37" BIGINT,
  "steps38" BIGINT,
  "steps39" BIGINT,
  "steps40" BIGINT,
  "steps41" BIGINT,
  "steps42" BIGINT,
  "steps43" BIGINT,
  "steps44" BIGINT,
  "steps45" BIGINT,
  "steps46" BIGINT,
  "steps47" BIGINT,
  "steps48" BIGINT,
  "steps49" BIGINT,
  "steps50" BIGINT,
  "steps51" BIGINT,
  "steps52" BIGINT,
  "steps53" BIGINT,
  "steps54" BIGINT,
  "steps55" BIGINT,
  "steps56" BIGINT,
  "steps57" BIGINT,
  "steps58" BIGINT,
  "steps59" BIGINT
);

Sleepday Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.sleepday_merged
  • 7.82 KB
  • 413 rows
  • 5 columns
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CREATE TABLE sleepday_merged (
  "id" BIGINT,
  "sleepday" VARCHAR,
  "totalsleeprecords" BIGINT,
  "totalminutesasleep" BIGINT,
  "totaltimeinbed" BIGINT
);

Weightloginfo Merged

@kaggle.nurudeenabdulsalaam_fitbit_fitness_tracker_data.weightloginfo_merged
  • 7.63 KB
  • 67 rows
  • 8 columns
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CREATE TABLE weightloginfo_merged (
  "id" BIGINT,
  "date" VARCHAR,
  "weightkg" DOUBLE,
  "weightpounds" DOUBLE,
  "fat" DOUBLE,
  "bmi" DOUBLE,
  "ismanualreport" BOOLEAN,
  "logid" BIGINT
);

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