Baselight

Human Gait Phase Dataset

Human Gait Sensor Values

@kaggle.dasmehdixtr_human_gait_phase_dataset

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About this Dataset

Human Gait Phase Dataset

The GaitPhase database consists of gait data from 21 subjects (10 male, 11 female, age: 23.8 yrs ± 3.3 yrs, height: 172.8 cm ± 9.4 cm, weight: 66.6 kg ± 10.9 kg; all values are mean ± standard deviation). In total, 25306 steps were acquired. All subjects gave written informed consent.

The performed excercise was walking on a split-belt treadmill at 12 different speeds in the interval [0.6, 1.7] m/s with 0.1 m/s increments for one minute at each speed.

Three-dimensional kinematic data using a Qualisys (Qualisys AB, Gothenburg, Sweden) motion capture system with 8 Oqus cameras sampling at 200 Hz and an instrumented Bertec (Bertec Corporation, Columbus, OH, USA) split-belt treadmill with integrated force plates sampling at 1000 Hz were used for data acquisition. Both systems were synchronized camera frame-wise.
For more please read the GaitPhase_Desc.pdf and check this.

Tables

Gp10–0–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_6_force
  • 3.05 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_0_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–0–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_6_marker
  • 2.57 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_0_6_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–0–6 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_6_oversteps
  • 2.03 kB
  • 6 rows
  • 2 columns
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CREATE TABLE gp10_0_6_oversteps (
  "n_7" DOUBLE  -- 7.,
  "n_05" VARCHAR  -- 05
);

Gp10–0–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_7_force
  • 3.12 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_0_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–0–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_7_marker
  • 2.57 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_0_7_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–0–7 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_7_oversteps
  • 2.52 kB
  • 3 rows
  • 3 columns
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CREATE TABLE gp10_0_7_oversteps (
  "n_0" DOUBLE  -- 0.,
  "unnamed_1" VARCHAR  -- Unnamed: 1,
  "n_5" VARCHAR  -- 5
);

Gp10–0–8 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_8_force
  • 3.03 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_0_8_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–0–8 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_8_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_0_8_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–0–8 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_8_oversteps
  • 2.67 kB
  • 4 rows
  • 3 columns
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CREATE TABLE gp10_0_8_oversteps (
  "n_1" DOUBLE  -- 1.,
  "unnamed_1" DOUBLE  -- Unnamed: 1,
  "n_5" VARCHAR  -- 5
);

Gp10–0–9 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_9_force
  • 2.99 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_0_9_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–0–9 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_9_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_0_9_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–0–9 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_0_9_oversteps
  • 2.68 kB
  • 4 rows
  • 3 columns
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CREATE TABLE gp10_0_9_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "n__5" DOUBLE  -- .5,
  "n_5" VARCHAR  -- 5
);

Gp10–1–0 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_0_force
  • 2.95 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_1_0_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–0 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_0_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_1_0_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–1–0 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_0_oversteps
  • 2.86 kB
  • 4 rows
  • 3 columns
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CREATE TABLE gp10_1_0_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "unnamed_1" DOUBLE  -- Unnamed: 1,
  "n__05" DOUBLE  -- .05
);

Gp10–1–1 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_1_force
  • 2.82 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_1_1_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–1 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_1_marker
  • 2.61 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_1_1_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–1–1 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_1_oversteps
  • 2.1 kB
  • 4 rows
  • 2 columns
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CREATE TABLE gp10_1_1_oversteps (
  "n_12_34" DOUBLE  -- 12.34,
  "unnamed_1" VARCHAR  -- Unnamed: 1
);

Gp10–1–2 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_2_force
  • 2.9 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_1_2_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–2 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_2_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_1_2_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–1–3 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_3_force
  • 2.85 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_1_3_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–3 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_3_marker
  • 2.64 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_1_3_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

Gp10–1–3 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_3_oversteps
  • 2.19 kB
  • 8 rows
  • 2 columns
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CREATE TABLE gp10_1_3_oversteps (
  "n_0_3" DOUBLE  -- 0.3,
  "n_5" DOUBLE  -- 5
);

Gp10–1–4 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_4_force
  • 2.88 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp10_1_4_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–4 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_4_marker
  • 2.64 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp10_1_4_marker (
  "l_fcc_x" DOUBLE,
  "l_fm1_x" DOUBLE,
  "l_fm2_x" DOUBLE,
  "l_fm5_x" DOUBLE,
  "r_fcc_x" DOUBLE,
  "r_fm1_x" DOUBLE,
  "r_fm2_x" DOUBLE,
  "r_fm5_x" DOUBLE,
  "l_fcc_y" DOUBLE,
  "l_fm1_y" DOUBLE,
  "l_fm2_y" DOUBLE,
  "l_fm5_y" DOUBLE,
  "r_fcc_y" DOUBLE,
  "r_fm1_y" DOUBLE,
  "r_fm2_y" DOUBLE,
  "r_fm5_y" DOUBLE,
  "l_fcc_z" DOUBLE,
  "l_fm1_z" DOUBLE,
  "l_fm2_z" DOUBLE,
  "l_fm5_z" DOUBLE,
  "r_fcc_z" DOUBLE,
  "r_fm1_z" DOUBLE,
  "r_fm2_z" DOUBLE,
  "r_fm5_z" DOUBLE
);

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