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Data · dataset · 2021

Phone sensor data while driving a car and normal or aggressive driving behaviour classification

Listed in Teesside University Research Data Repository

(1_20210317_184512.csv, 2_20210317_171452.csv) - Data has been recorded on an android phone attached to the dashboard of the car.

Description

Data was collected while driving the car on city roads in mild traffic. The parameters recorded are : Longitude, Latitude, Speed, Distance, Time, Acc X, Acc Y, Acc Z, Heading, gyro_x, gyro_y, gyro_z (Acc - Accelerometer, Gyro - Gyroscope).

(3_FinalDatasetCsv.csv) - Above two files merged but only Accelerometer and Gyroscope parameters are present. Also another column present called 'label'. This column basically has two classes - '0' and '1'. '0' represents normal driving behavior while '1' represents aggressive driving behavior.

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These datasets can be used for training machine learning models that classify a person's driving into normal or aggressive.

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Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 7 field assertions
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Teesside University Research Data Repositoryoai:data.mendeley.com/5stn873wft.19 h agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
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