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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

Gp8–0–8 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_0_8_marker
  • 2.56 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–0–9 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_0_9_force
  • 2.85 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_0_9_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–0–9 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_0_9_marker
  • 2.59 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–0–9 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_0_9_oversteps
  • 2.19 kB
  • 2 rows
  • 2 columns
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CREATE TABLE gp8_0_9_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "n__425" DOUBLE  -- .425
);

Gp8–1–0 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_0_force
  • 2.76 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_1_0_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–0 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_0_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–1–0 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_0_oversteps
  • 2.66 kB
  • 5 rows
  • 3 columns
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CREATE TABLE gp8_1_0_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "n" DOUBLE  -- .,
  "n_05" VARCHAR  -- 05
);

Gp8–1–1 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_1_force
  • 2.79 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_1_1_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–1 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_1_marker
  • 2.61 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–1–1 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_1_oversteps
  • 2.18 kB
  • 8 rows
  • 2 columns
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CREATE TABLE gp8_1_1_oversteps (
  "n_0" DOUBLE  -- 0.,
  "n_25" DOUBLE  -- 25
);

Gp8–1–2 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_2_force
  • 2.9 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_1_2_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–2 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_2_marker
  • 2.6 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–1–2 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_2_oversteps
  • 2.51 kB
  • 2 rows
  • 3 columns
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CREATE TABLE gp8_1_2_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "n" VARCHAR  -- .,
  "n_75" VARCHAR  -- 75
);

Gp8–1–3 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_3_force
  • 2.71 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_1_3_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–3 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_3_marker
  • 2.62 MB
  • 12,000 rows
  • 24 columns
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CREATE TABLE gp8_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
);

Gp8–1–3 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_3_oversteps
  • 2.54 kB
  • 3 rows
  • 3 columns
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CREATE TABLE gp8_1_3_oversteps (
  "unnamed_0" DOUBLE  -- Unnamed: 0,
  "n_6" VARCHAR  -- 6.,
  "n_25" VARCHAR  -- 25
);

Gp8–1–4 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_4_force
  • 2.75 MB
  • 60,000 rows
  • 6 columns
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CREATE TABLE gp8_1_4_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–4 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_4_marker
  • 2.62 MB
  • 12,000 rows
  • 24 columns
Loading... 
CREATE TABLE gp8_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
);

Gp8–1–4 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_4_oversteps
  • 2.22 kB
  • 5 rows
  • 2 columns
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CREATE TABLE gp8_1_4_oversteps (
  "n_2" DOUBLE  -- 2.,
  "unnamed_1" DOUBLE  -- Unnamed: 1
);

Gp8–1–5 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_5_force
  • 2.73 MB
  • 60,000 rows
  • 6 columns
Loading... 
CREATE TABLE gp8_1_5_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–5 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_5_marker
  • 2.62 MB
  • 12,000 rows
  • 24 columns
Loading... 
CREATE TABLE gp8_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
);

Gp8–1–5 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_5_oversteps
  • 2.54 kB
  • 4 rows
  • 3 columns
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CREATE TABLE gp8_1_5_oversteps (
  "n_3" DOUBLE  -- 3,
  "n__9" VARCHAR  -- .9,
  "unnamed_2" VARCHAR  -- Unnamed: 2
);

Gp8–1–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_6_force
  • 2.77 MB
  • 60,000 rows
  • 6 columns
Loading... 
CREATE TABLE gp8_1_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp8–1–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_6_marker
  • 2.65 MB
  • 12,000 rows
  • 24 columns
Loading... 
CREATE TABLE gp8_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
);

Gp8–1–6 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp8_1_6_oversteps
  • 2.31 kB
  • 15 rows
  • 2 columns
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CREATE TABLE gp8_1_6_oversteps (
  "n_0_3" DOUBLE  -- 0.3,
  "unnamed_1" DOUBLE  -- Unnamed: 1
);

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