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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

Gp10–1–4 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_4_oversteps
  • 2.94 KB
  • 21 rows
  • 3 columns
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CREATE TABLE gp10_1_4_oversteps (
  "n_6" DOUBLE,
  "unnamed_1" DOUBLE,
  "unnamed_2" DOUBLE
);

Gp10–1–5 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_5_force
  • 2.75 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp10_1_5_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–5 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_5_marker
  • 2.52 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp10_1_5_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
);

Gp10–1–5 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_5_oversteps
  • 2.32 KB
  • 23 rows
  • 2 columns
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CREATE TABLE gp10_1_5_oversteps (
  "n_0_5" DOUBLE,
  "unnamed_1" DOUBLE
);

Gp10–1–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_6_force
  • 2.7 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp10_1_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_6_marker
  • 2.52 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp10_1_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
);

Gp10–1–6 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_6_oversteps
  • 2.03 KB
  • 13 rows
  • 2 columns
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CREATE TABLE gp10_1_6_oversteps (
  "n_0" DOUBLE,
  "n_1" VARCHAR
);

Gp10–1–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_7_force
  • 2.68 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp10_1_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp10–1–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_7_marker
  • 2.53 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp10_1_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
);

Gp10–1–7 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp10_1_7_oversteps
  • 2.83 KB
  • 19 rows
  • 3 columns
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CREATE TABLE gp10_1_7_oversteps (
  "unnamed_0" DOUBLE,
  "n" DOUBLE,
  "n_9" DOUBLE
);

Gp1–0–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_6_force
  • 2.82 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp1_0_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp1–0–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_6_marker
  • 2.47 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp1_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
);

Gp1–0–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_7_force
  • 2.77 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp1_0_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp1–0–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_7_marker
  • 2.5 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp1_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
);

Gp1–0–8 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_8_force
  • 2.68 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp1_0_8_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp1–0–8 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_8_marker
  • 2.5 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp1_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
);

Gp1–0–8 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_8_oversteps
  • 2.08 KB
  • 3 rows
  • 2 columns
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CREATE TABLE gp1_0_8_oversteps (
  "n_20" DOUBLE,
  "n_3" DOUBLE
);

Gp1–0–9 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_9_force
  • 2.7 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp1_0_9_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp1–0–9 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp1_0_9_marker
  • 2.51 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp1_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
);

Gp11–0–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_6_force
  • 2.76 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp11_0_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp11–0–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_6_marker
  • 2.42 MB
  • 12000 rows
  • 24 columns
Loading... 

CREATE TABLE gp11_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
);

Gp11–0–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_7_force
  • 2.73 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp11_0_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp11–0–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_7_marker
  • 2.44 MB
  • 12000 rows
  • 24 columns
Loading... 

CREATE TABLE gp11_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
);

Gp11–0–8 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_8_force
  • 2.66 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp11_0_8_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp11–0–8 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp11_0_8_marker
  • 2.42 MB
  • 12000 rows
  • 24 columns
Loading... 

CREATE TABLE gp11_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
);

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