MotionSense Dataset : Smartphone Sensor Data - HAR
Human Activity and Attribute Recognition: Phone Accelerometer and Gyroscope
@kaggle.malekzadeh_motionsense_dataset
Sub 3
@kaggle.malekzadeh_motionsense_dataset.sub_3
- 621.92 KB
- 5194 rows
- 13 columns
unnamed_0Unnamed: 0 | attitude_rollAttitude.roll | attitude_pitchAttitude.pitch | attitude_yawAttitude.yaw | gravity_xGravity.x | gravity_yGravity.y | gravity_zGravity.z | rotationrate_xRotationRate.x | rotationrate_yRotationRate.y | rotationrate_zRotationRate.z | useracceleration_xUserAcceleration.x | useracceleration_yUserAcceleration.y | useracceleration_zUserAcceleration.z |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1.3421610000000002 | -1.228059 | 2.729128 | 0.327319 | 0.941838 | -0.076169 | 0.02658 | -1.337192 | 0.108924 | 0.0883309999999999 | 0.5246529999999999 | -0.111896 | |
| 1 | 1.301643 | -1.223361 | 2.711964 | 0.328227 | 0.940249 | -0.09054 | 0.4415729999999999 | -1.034258 | 0.183005 | 0.225133 | 1.003507 | -0.2395989999999999 |
| 2 | 1.283964 | -1.216824 | 2.704733 | 0.332463 | 0.938003 | -0.098065 | 0.008623 | -0.2837199999999999 | 0.411892 | 0.085811 | 0.365814 | -0.4803189999999999 |
| 3 | 1.286451 | -1.203136 | 2.717144 | 0.344998 | 0.933171 | -0.1008309999999999 | 0.255683 | -0.754684 | 0.758188 | 0.018009 | 0.252986 | -0.404983 |
| 4 | 1.233368 | -1.187758 | 2.682898 | 0.352664 | 0.927533 | -0.123731 | 1.066172 | -1.227832 | 0.363873 | 0.356138 | 0.521991 | 0.013821 |
| 5 | 1.155983 | -1.178028 | 2.627754 | 0.350286 | 0.923853 | -0.154254 | 1.116511 | -1.156964 | -0.085588 | 0.271586 | 0.954153 | 0.191455 |
| 6 | 1.120228 | -1.17443 | 2.594961 | 0.347538 | 0.92247 | -0.168124 | 0.270113 | 0.180808 | -0.097487 | -0.016437 | 1.038559 | 0.524569 |
| 7 | 1.146358 | -1.175742 | 2.609764 | 0.350709 | 0.922976 | -0.158488 | -0.51522 | 0.8301850000000001 | 0.123769 | -0.375626 | -0.096361 | 0.084299 |
| 8 | 1.176272 | -1.183358 | 2.625616 | 0.348792 | 0.92588 | -0.145221 | -0.208973 | 0.66237 | -0.5319010000000001 | -0.382773 | -0.4096439999999999 | 0.065051 |
| 9 | 1.166284 | -1.19766 | 2.606775 | 0.335115 | 0.931189 | -0.14347 | 0.076098 | 0.166189 | -0.83799 | -0.288209 | -0.389364 | 0.142402 |
CREATE TABLE sub_3 (
"unnamed_0" BIGINT,
"attitude_roll" DOUBLE,
"attitude_pitch" DOUBLE,
"attitude_yaw" DOUBLE,
"gravity_x" DOUBLE,
"gravity_y" DOUBLE,
"gravity_z" DOUBLE,
"rotationrate_x" DOUBLE,
"rotationrate_y" DOUBLE,
"rotationrate_z" DOUBLE,
"useracceleration_x" DOUBLE,
"useracceleration_y" DOUBLE,
"useracceleration_z" DOUBLE
);