metadata
dataset_info:
features:
- name: user_id
dtype: string
- name: session_id
dtype: string
- name: window_id
dtype: int64
- name: window_start_ms
dtype: int64
- name: window_end_ms
dtype: int64
- name: timestamp_utc
dtype: string
- name: acc_x_mean
dtype: float64
- name: acc_y_mean
dtype: float64
- name: acc_z_mean
dtype: float64
- name: gyro_x_mean
dtype: float64
- name: gyro_y_mean
dtype: float64
- name: gyro_z_mean
dtype: float64
- name: linacc_x_mean
dtype: float64
- name: linacc_y_mean
dtype: float64
- name: linacc_z_mean
dtype: float64
- name: gravity_x_mean
dtype: float64
- name: gravity_y_mean
dtype: float64
- name: gravity_z_mean
dtype: float64
- name: acc_x_std
dtype: float64
- name: acc_y_std
dtype: float64
- name: acc_z_std
dtype: float64
- name: gyro_x_std
dtype: float64
- name: gyro_y_std
dtype: float64
- name: gyro_z_std
dtype: float64
- name: rms_acc
dtype: float64
- name: rms_gyro
dtype: float64
- name: mean_freq_acc
dtype: float64
- name: mean_freq_gyro
dtype: float64
- name: entropy_acc
dtype: float64
- name: entropy_gyro
dtype: float64
- name: jerk_mean
dtype: float64
- name: jerk_std
dtype: float64
- name: stability_index
dtype: float64
- name: rms_base
dtype: float64
- name: freq_base
dtype: float64
- name: user_emb
list: float64
- name: fatigue_prev
dtype: float64
- name: fatigue
dtype: float64
- name: fatigue_level
dtype: int64
- name: quality_flag
dtype: int64
- name: window_size_ms
dtype: int64
- name: overlap_rate
dtype: float64
splits:
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num_bytes: 138798
num_examples: 354
- name: ios_D7ED673185E248BD9DC1102E881E9111
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num_examples: 268
- name: augmented_user_001
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num_examples: 500
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num_examples: 500
- name: augmented_user_003
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num_examples: 500
- name: augmented_user_004
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num_examples: 500
- name: augmented_user_005
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num_examples: 500
- name: augmented_user_006
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num_examples: 500
- name: augmented_user_007
num_bytes: 238500
num_examples: 500
- name: augmented_user_008
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num_examples: 500
- name: augmented_user_009
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num_examples: 500
- name: augmented_user_010
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num_examples: 500
- name: augmented_user_011
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num_examples: 500
- name: augmented_user_012
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num_examples: 500
- name: augmented_user_013
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num_examples: 500
- name: augmented_user_014
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num_examples: 500
- name: augmented_user_015
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num_examples: 500
- name: augmented_user_016
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num_examples: 500
- name: augmented_user_017
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num_examples: 500
- name: augmented_user_018
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num_examples: 500
- name: augmented_user_019
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num_examples: 500
- name: augmented_user_020
num_bytes: 194340
num_examples: 500
- name: ios_B31810756CB34E28ADD1A306D8BAFAFE
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num_examples: 21
- name: android_TP1A.220624.014
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num_examples: 42
- name: ios_615391DFD49543A88F9AE0AAE511DF32
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num_examples: 16
- name: ios_33843D8628724749B82F8307E25A8B3E
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num_examples: 243
- name: android_BP2A.250605.031.A3
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num_examples: 1173
- name: android_AP3A.240905.015.A2
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num_examples: 53
- name: ios_FD9633DA7C904AD7B786941957C031D3
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- name: ios_33217961CECE4F1DBF99DE21C22CA7B9
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num_examples: 8
- name: android_UP1A.231005.007
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num_examples: 80
- name: ios_912E6A6D0DC44EFB836638EE43F6EFE8
num_bytes: 4000
num_examples: 8
- name: ios_B3DF85CFFCCD4C4097C894366A0208A1
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num_examples: 16
- name: ios_0E07013E13764D3FAC051C2B0282D9CF
num_bytes: 4000
num_examples: 8
- name: ios_47DFD74BAB8B4D87AF699F8BBA6C446D
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num_examples: 16
- name: android_T1SUS33.1124616
num_bytes: 6146
num_examples: 14
- name: android_SQ1D.220205.004
num_bytes: 8396
num_examples: 20
download_size: 2947636
dataset_size: 5095665
configs:
- config_name: default
data_files:
- split: android_SP1A.210812.016
path: data/android_SP1A.210812.016-*
- split: ios_D7ED673185E248BD9DC1102E881E9111
path: data/ios_D7ED673185E248BD9DC1102E881E9111-*
- split: augmented_user_001
path: data/augmented_user_001-*
- split: augmented_user_002
path: data/augmented_user_002-*
- split: augmented_user_003
path: data/augmented_user_003-*
- split: augmented_user_004
path: data/augmented_user_004-*
- split: augmented_user_005
path: data/augmented_user_005-*
- split: augmented_user_006
path: data/augmented_user_006-*
- split: augmented_user_007
path: data/augmented_user_007-*
- split: augmented_user_008
path: data/augmented_user_008-*
- split: augmented_user_009
path: data/augmented_user_009-*
- split: augmented_user_010
path: data/augmented_user_010-*
- split: augmented_user_011
path: data/augmented_user_011-*
- split: augmented_user_012
path: data/augmented_user_012-*
- split: augmented_user_013
path: data/augmented_user_013-*
- split: augmented_user_014
path: data/augmented_user_014-*
- split: augmented_user_015
path: data/augmented_user_015-*
- split: augmented_user_016
path: data/augmented_user_016-*
- split: augmented_user_017
path: data/augmented_user_017-*
- split: augmented_user_018
path: data/augmented_user_018-*
- split: augmented_user_019
path: data/augmented_user_019-*
- split: augmented_user_020
path: data/augmented_user_020-*
- split: ios_B31810756CB34E28ADD1A306D8BAFAFE
path: data/ios_B31810756CB34E28ADD1A306D8BAFAFE-*
- split: android_TP1A.220624.014
path: data/android_TP1A.220624.014-*
- split: ios_615391DFD49543A88F9AE0AAE511DF32
path: data/ios_615391DFD49543A88F9AE0AAE511DF32-*
- split: ios_33843D8628724749B82F8307E25A8B3E
path: data/ios_33843D8628724749B82F8307E25A8B3E-*
- split: android_BP2A.250605.031.A3
path: data/android_BP2A.250605.031.A3-*
- split: android_AP3A.240905.015.A2
path: data/android_AP3A.240905.015.A2-*
- split: ios_FD9633DA7C904AD7B786941957C031D3
path: data/ios_FD9633DA7C904AD7B786941957C031D3-*
- split: ios_33217961CECE4F1DBF99DE21C22CA7B9
path: data/ios_33217961CECE4F1DBF99DE21C22CA7B9-*
- split: android_UP1A.231005.007
path: data/android_UP1A.231005.007-*
- split: ios_912E6A6D0DC44EFB836638EE43F6EFE8
path: data/ios_912E6A6D0DC44EFB836638EE43F6EFE8-*
- split: ios_B3DF85CFFCCD4C4097C894366A0208A1
path: data/ios_B3DF85CFFCCD4C4097C894366A0208A1-*
- split: ios_0E07013E13764D3FAC051C2B0282D9CF
path: data/ios_0E07013E13764D3FAC051C2B0282D9CF-*
- split: ios_47DFD74BAB8B4D87AF699F8BBA6C446D
path: data/ios_47DFD74BAB8B4D87AF699F8BBA6C446D-*
- split: android_T1SUS33.1124616
path: data/android_T1SUS33.1124616-*
- split: android_SQ1D.220205.004
path: data/android_SQ1D.220205.004-*