Human Activity Recognition
Catalog Summary
"Recordings of 30 subjects performing daily activities while carrying a waist-mounted smartphone with inertial sensors."
Catalog Notes
The experiments have been carried out with a group of 30 volunteers. Each person performed six activities (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).
Data Preview
| tBodyAcc-mean()-X | tBodyAcc-mean()-Y | tBodyAcc-mean()-Z | tGravityAcc-mean()-X | Activity_Label |
|---|---|---|---|---|
| 0.28858 | -0.02029 | -0.13290 | -0.99527 | STANDING |
| 0.27841 | -0.01641 | -0.12352 | -0.99822 | STANDING |
| 0.27965 | -0.01946 | -0.11346 | -0.99537 | STANDING |
| 0.27917 | -0.02620 | -0.12328 | -0.99609 | STANDING |
| 0.27662 | -0.01656 | -0.11536 | -0.99813 | STANDING |
Showing first few rows for preview
Cite This Catalog Record
IoTDataset.com (2026). Human Activity Recognition — catalog record. [Dataset]. IoTDataset.com. https://iotdataset.com/data/human-activity-recognition-using-smartphones
The publisher's preferred dataset citation is not recorded. The text above cites this IoTDataset.com catalog record, not the underlying dataset.
Catalog publisher: IoTDataset.com (2026)
Indexed by IoTDataset.com on Jan 07, 2026
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