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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

Gp15–1–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp15_1_7_force
  • 2.7 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp15_1_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp15–1–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp15_1_7_marker
  • 2.52 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp15_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
);

Gp15–1–7 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp15_1_7_oversteps
  • 2.14 KB
  • 2 rows
  • 2 columns
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CREATE TABLE gp15_1_7_oversteps (
  "unnamed_0" DOUBLE,
  "n__64" DOUBLE
);

Gp16–0–6 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_6_force
  • 2.75 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_0_6_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–0–6 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_6_marker
  • 2.49 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–0–6 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_6_oversteps
  • 2.47 KB
  • 1 row
  • 3 columns
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CREATE TABLE gp16_0_6_oversteps (
  "unnamed_0" DOUBLE,
  "n_6_1" VARCHAR,
  "n_5" VARCHAR
);

Gp16–0–7 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_7_force
  • 2.74 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_0_7_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–0–7 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_7_marker
  • 2.49 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–0–7 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_7_oversteps
  • 1.96 KB
  • 1 row
  • 2 columns
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CREATE TABLE gp16_0_7_oversteps (
  "n_2" DOUBLE,
  "n__075" VARCHAR
);

Gp16–0–8 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_8_force
  • 2.6 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_0_8_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–0–8 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_8_marker
  • 2.5 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–0–8 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_8_oversteps
  • 2.57 KB
  • 2 rows
  • 3 columns
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CREATE TABLE gp16_0_8_oversteps (
  "unnamed_0" DOUBLE,
  "n" DOUBLE,
  "n_3" VARCHAR
);

Gp16–0–9 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_9_force
  • 2.6 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_0_9_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–0–9 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_9_marker
  • 2.5 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–0–9 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_0_9_oversteps
  • 2.45 KB
  • 2 rows
  • 3 columns
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CREATE TABLE gp16_0_9_oversteps (
  "unnamed_0" DOUBLE,
  "n_8" VARCHAR,
  "n_2" VARCHAR
);

Gp16–1–0 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_0_force
  • 2.56 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_1_0_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–1–0 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_0_marker
  • 2.51 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–1–0 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_0_oversteps
  • 2.08 KB
  • 3 rows
  • 2 columns
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CREATE TABLE gp16_1_0_oversteps (
  "n_0" DOUBLE,
  "n_6" DOUBLE
);

Gp16–1–1 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_1_force
  • 2.61 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_1_1_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–1–1 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_1_marker
  • 2.53 MB
  • 12000 rows
  • 24 columns
Loading... 

CREATE TABLE gp16_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
);

Gp16–1–2 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_2_force
  • 2.67 MB
  • 60000 rows
  • 6 columns
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CREATE TABLE gp16_1_2_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–1–2 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_2_marker
  • 2.53 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

Gp16–1–2 Oversteps

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_2_oversteps
  • 2.58 KB
  • 2 rows
  • 3 columns
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CREATE TABLE gp16_1_2_oversteps (
  "n_9" DOUBLE,
  "n_8" DOUBLE,
  "unnamed_2" VARCHAR
);

Gp16–1–3 Force

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_3_force
  • 2.67 MB
  • 60000 rows
  • 6 columns
Loading... 

CREATE TABLE gp16_1_3_force (
  "fp1_x" DOUBLE,
  "fp2_x" DOUBLE,
  "fp1_y" DOUBLE,
  "fp2_y" DOUBLE,
  "fp1_z" DOUBLE,
  "fp2_z" DOUBLE
);

Gp16–1–3 Marker

@kaggle.dasmehdixtr_human_gait_phase_dataset.gp16_1_3_marker
  • 2.51 MB
  • 12000 rows
  • 24 columns
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CREATE TABLE gp16_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
);

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