Dataset for multimodal transport analytics of smartphone users - Collecty.

ABSTRACT: Urban mobility is facing many challenges, such as energy consumption, pollution, and safety. Therefore, it is necessary to analyze the mobility of users through the transportation network using data containing information regarding the used transport mode. This data article describes a dataset from mobile devices collected by users as they move through the transportation network. Each sample in this dataset is labelled with a corresponding transport mode. Eight transport modes are present in the dataset: Car, Bus, Walking, Bicycle, Train, Tram, Running and Electric Scooter. The basic breakdown of the raw data according to users, transport modes and multimodal routes is presented. During data collection, data from the accelerometer, magnetometer, and gyroscope sensors mounted within the mob

SUBMITTER: Erdelic M 

PROVIDER: S-EPMC10425662 | biostudies-literature | 2023 Oct

REPOSITORIES: biostudies-literature