Data Description

There are three datasets for this challenge.

  • Garmin dataset contains PD patients’ heart rate, number of steps, stress level, and sleep pattern.
  • Wearing-off periods dataset was based on the Wearing-Off Questionnaire (WoQ-9). PD patients self-report the absence or presence of wearing-off symptoms.
  • Drug intake dataset was also based on the WoQ-9. PD patients self-report the time of drug intake, and the effect of the drug to their symptoms.

Data structure

Datasets will be published in the following directory structure.

data_structure

Inside the training data folder for each participant, we have provided files containing Garmin data, wearing-off information, and drug intake information. If you open the files you can see the following columns for each sheet.

t1_garmin

t2_wearingoff

t3_drugintake

Another sheet provided is the participant_information with the following columns inside the file.

t4_patientinfo

Data use

All participants may use the data free of charge. Download the dataset

May 12 2023 : The data were updated because sleep data were not included.