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et-processing-pipeline

This Repository contains several scripts mostly written by Oswald that are used to pre- and post - process eye tracking data for the CANARY project

  • GenerateAuxiliaryFiles.R --> Script that takes all tobii exports, participantLog, and CookieTheftAoi template as inputs, and generates the following outputs:

    • Raw eye tracking data where for mislabeled users, the filenames and content have been corrected with StudyID
    • CookieTheft AOI files for EMDAT
    • Segment files for EMDAT
    • A file with the pupil baselines for EMDAT
    • A file that includes the tasks timestamps
    • A log indicating if there were any errors processing the files, and some stats
    • Converts the participant log into a csv file
  • AOIs --> Folder that contain the information for defining AOIs for the Cookie theft and Reading Tasks. Note that GenerateAuxiliaryFiles.R takes the file under CookieTheft > All_AOIs.txt as input in order to generate its output for EMDAT

  • MultimodalFeatures --> Scripts related to generating multimodal features for CookieTheft task. Find dedicated readme in subfolder

  • ReadingTaskFeatures --> Scripts related to generating eye tracking features for the reading task. Find dedicated readme in subfolder