Blood Alcohol Domain with additional files about processing and background information.
We were provided permission by the authors (Lorcan Coyle, Pádraig Cunningham, Dónal Doyle) of the data set to make it publicly accessible.
When utilizing this dataset, please cite this paper and include the repository URL in a footnote for future researchers to find as well.
@misc{BAC23,
title = {Blood Alcohol Content Domain},
howpublished={\url{https://github.com/gateslm/Blood-Alcohol-Domain}},
year = {2023},
url={https://github.com/gateslm/Blood-Alcohol-Domain},
author = {Doyle, D{\'o}nal and Cunningham, P{\'a}draig, and Coyle, Lorcan}
}The following files are included:
detailed_data.csvREADME.md(This file)
The csv file has a header to detail which column is which feature.
@phdthesis{doyle05,
title={A knowledge-light mechanism for explanation in case-based reasoning},
author={Doyle, D{\'o}nal},
year={2005},
school={University of Dublin, Trinity College. Department of Computer Science},
note={Thesis at \url{http://www.tara.tcd.ie/handle/2262/847}.}
}The dataset is from the D. Doyle Thesis (BibTex above). The additional information we found about the dataset is at the following links:
The original dataset was in XML format. All features were preserved in the conversion from XML to CSV.
Options are male and female.
There are 8 possible values from 1 to 8, correspoinding to weight ranges (100-119, ..., 240+).
Ranges between 1 to 14 drinks (inclusive). It is the amount of drinks consumed.
The meal attribute refers to the amount an indiviaul ate while drinking: full meal, snack, and none.
Duration is the amount of time the person drank alcohol. Duration was either 30, 60, 90, 120, 150, 180, 210 or 240 minutes.
Initial BAC values ranged from 0.1 to 1.0+ inclusive, we converted these to a binary over or under the limit, which was presented to the participants. Following the link above (Blood Alcohol Content Table), the data can be converted to over and under.