smartphone IoT Dataset Records

UCI Machine Learning Repository

Wearables & Human Activity Sep 22, 2026

HHAR: Heterogeneity Human Activity Recognition Dataset

Accelerometer and gyroscope data from nine users carrying eight phones and four watches at once: 33.7 million rows built to study device heterogeneity.

#human activity recognition #smartphone sensors #smartwatch #accelerometer +4 more

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Mendeley Data

Wearables & Human Activity Sep 14, 2026

DisabledHAR — Inclusive Wearable Activity Dataset

396,602 rows and 33 columns of smartphone motion signals and labels; the publisher describes 20 participants with and without mobility disabilities.

#wearable #human activity recognition #disability #smartphone sensors +4 more

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Kaggle

Accelerometer / Gyroscope / Movement Analysis May 10, 2026

MotionSense: Smartphone IMU Dataset for HAR and Attribute Recognition [24 Subjects, 6 Activities]

iPhone 6s accelerometer and gyroscope dataset from 24 subjects performing 6 activities (walking, jogging, stairs up/down, sitting, standing) at 50 Hz. CSV. Kaggle and GitHub. Used for human activity recognition (HAR) and mobile sensor privacy research. Imperial College London, 2018.

#wearable #smartphone #accelerometer #gyroscope +12 more

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Government

Healthcare Apr 10, 2026

FDA Wearable Gait Dataset — Synchronized Smartphone IMU & Pressure Walkway [400 Trials]

Open-access wearable gait dataset with 400 CSV files from 20 healthy participants across 5 smartphone orientations and 2 gait trial types. 100 Hz IMU sampling. Used for smartphone-based gait metric validation and wearable sensor accuracy studies.

#iot #wearable #healthcare #gait-analysis +11 more

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Kaggle

Smart Home Jan 28, 2026

WISDM Smartphone and Smartwatch Activity and Biometrics Dataset

Time-series accelerometer and gyroscope data from smartphones and smartwatches carried by 51 subjects performing 18 activities, suitable for human activity recognition and motion-based biometrics.[web:119][web:123][web:137]

#UCI #WISDM #smartphone #smartwatch +5 more

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