gazeR
gazeR is an R package to enhance the consistency, replicability, and transparency of preprocessing eye-tracking data, which is a fundamental resource across diverse scientific fields such as vision science, psycholinguistics, marketing, and human-computer interaction. Despite the wide application of eye-tracking, the lack of standardization in preprocessing steps has historically impeded the replicability and reproducibility of research findings.
gazeR offers a comprehensive suite of functions tailored for preprocessing two primary types of eye-tracking data: gaze position and pupil size. For gaze position data, gazeR provides tools for importing raw data, formatting it for analysis, translating gaze coordinates into areas of interest, and performing data binning and aggregation. Similarly, the package includes functionalities for data importation and merging for pupillometry data, removing entries with excessive missing data, artifact removal, blink identification and interpolation, subtractive baseline correction, and data binning and aggregation.
Topic
Imaging;Literature and language
Detail
Operation: Aggregation;Read pre-processing;Visualisation
Software interface: Library
Language: R
License: GNU General Public License, version 3
Cost: -
Version name: 0.1
Credit: NIH, NSF, University of Iowa.
Input: -
Output: -
Contact: Jason Geller jason-geller@uiowa.edu
Collection: -
Maturity: -
Publications
- GazeR: A Package for Processing Gaze Position and Pupil Size Data.
- Geller J, et al. GazeR: A Package for Processing Gaze Position and Pupil Size Data. GazeR: A Package for Processing Gaze Position and Pupil Size Data. 2020; 52:2232-2255. doi: 10.3758/s13428-020-01374-8
- https://doi.org/10.3758/S13428-020-01374-8
- PMID: 32291732
- PMC: PMC7544668
Download and documentation
Source: https://github.com/dmirman/gazer
Documentation: https://github.com/dmirman/gazer/blob/master/README.md
Home page: https://github.com/dmirman/gazer
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