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This platform relies on datasets of driving and mobility patterns collected by means of navigation systems.
Whole dataset contains driving sessions of six different drivers.
The large number of variables included in this dataset facilitates driving analysis.
This dataset contains driving data for six different drivers and vehicles, D1 through D6, for two different routes, one is 25 km in a road with 3 lanes in each direction and a speed limit of 120 km/h, the other is ~16 km on a secondary road with one lane on each direction and a 90 km/h speed limit.
It might not seem like a lot, but in terms of comparative datasets for highway driving out there, it is.
The process of driver fingerprinting consists of first preprocessing the driving datasets, selecting the most relevant features and then developing appropriate classification models using machine learning algorithms.
It is also common to apply economic and environmental factors (even integrating Life Cycle Assessments) to MFA datasets to understand the driving forces and implications of material consumption [5 7].
Since the minimum (over the studied datasets) sampling frequency of driving records is nearly 1 Hz, the driver identification process was performed every minute, so that the number of records per feature in the identification task is at least 60.
The UAH-DriveSet is an open dataset obtained by the driving monitoring app "DriveSafe" with the objective of collecting driving data in different environments using smartphones sensors alone.
The DMTI dataset provided road network driving time estimations based on speed limit and road segment length.
Such feature of the national survey datasets may lead to inaccurate outcomes if the datasets are used directly in EV driving pattern analysis since the driving behaviors can be different between the individual respondents and the individual vehicles.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com