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How are activities labeled in ROOK's provided data
How are activities labeled in ROOK's provided data

This article delineates the methodology employed by the data team to establish the standardization of activity types across all data sources

Jonas Ducker avatar
Written by Jonas Ducker
Updated over 5 months ago

Data collectors

The initial phase in defining the standardization of activity types involved identifying the most frequently used activity types across various data sources. To achieve this, we consulted the activity types recorded by major data collectors, including Google Fit, Apple Health, Huawei Health, and Samsung.

ROOK’s activity types

After compiling the activity types from prominent data collectors, a consolidation process was undertaken to encompass all distinct activity types identified among these collectors. This amalgamation yielded a comprehensive set of 158 activity types, which are subsequently provided to ROOK customers.

Correspondence with Data Sources

With the established set of 158 activity types in mind, the data team manually undertook the task of establishing correspondences between the activity types of each data source and those adopted by ROOK. This comprehensive list currently includes matches for all activity types from the following data sources: Google Fit, Fitbit, Garmin, Polar, Health Connect, Apple Health, and Oura. Notably, Whoop and Withings were excluded from this analysis as they do not furnish this specific type of information in their data.

The exhaustive list is available here:

Aerobics

Alpine Skiing

American Football

Archery

Arm Curls

Arm Extensions

Australian Football

Back Extensions

Back-Country Skiing

Backpacking

Badminton

Ballet

Ballroom Dancing

Barre

Baseball

Basketball

Beach Soccer

Beach Volleyball

Bench Press

Biathlon

Biking

Billiards

Body Combat

Bowling

Boxing

Burpee

Canoeing

Circuit Training

Climbing

Cool Down

Core Training

Cross Skating

Crunches

Custom Type

Cycling

Dancing

Deadlifts

Downhill Skiing

Elevator

Elliptical

Ergometer

Escalator

Exercise Bike

Fencing

Flying Disc

Football (American)

Football (Australian)

Football (Soccer)

Frisbee

Front Raises

Functional Strength Training

Gardening

Golf

Guided Breathing

Gymnastics

Handball

Handbiking

Hang Gliding

HIIT

Hiking

Hockey

Horseback Riding

Housework

Hula-Hooping

Ice Dancing

Ice Hockey

Ice Skating

In Vehicle

Indoor Skating

Inline Skating

Interval Training

Jogging

Jump Rope

Jumping Jacks

Kayaking

Kickboxing

Kite Skiing

Kitesurfing

Lacrosse

Lat Pull-Downs

Lateral Raises

Leg Curls

Leg Extensions

Leg Presses

Leg Raises

Lunges

Martial Arts

Meditation

Mixed Cardio

Mixed Martial Arts

Mountain Biking

Mountain Climbers

Orienteering

P90X Exercises

Paragliding

Pilates

Pistol Shooting

Plank

Polo

Pull-Ups

Push-Ups

Racquetball

Rafting

Recovery

Rock Climbing

Roller Skating

Rowing

Rugby

Running

Running on Sand

Sailing

Scuba Diving

Shoulder Presses

Sit-Ups

Skateboarding

Skiing

Sledding

Snorkeling

Snowboarding

Snowshoeing

Softball

Spinning

Squash

Squats

Stair Climbing

Stair-Climbing Machine

Stand-Up Paddleboarding

Stationary Biking

Step Machine

Still (Not Moving)

Strength Training

Stretching

Surfing

Swimming

T'ai Chi

Table Tennis

Table Tennis (Ping Pong)

Team Sports

Tennis

Tilting (Sudden Device Gravity Change)

Treadmill (Walking or Running)

Triathlon

Unknown (Unable to Detect Activity)

Utility Biking

Volleyball

Volleyball (Indoor)

Wakeboarding

Walking

Walking (Fitness)

Walking (Stroller)

Water Aerobics

Water Skiing

Weight Machine

Weightlifting

Wheelchair

Windsurfing

Yoga

Zumba

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