Datasets
Open Access
Baseline dataset of biosignals for estimating mental concentration
- Citation Author(s):
-
CajSödergård
VTT - Submitted by:
- Caj Sodergard
- Last updated:
- Mon, 03/25/2024 - 15:40
- DOI:
- 10.21227/as25-6r07
- Data Format:
- License:
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Abstract
The Baseline set described in the IEEE article (https://ieeexplore.ieee.org/document/10077565) as Baseline_set contains 1442450 rows, where the number of rows varied between 15395 and 197542 for the 16 subjects; the average per subject being 69095 rows. The data set is filtered and standardized as described in III.C in the submission . The other data sets used in the article are derived from Baseline set.
The data set in .csv format contains the columns timestamp, user_id, session_id, acc_var, hr, rmssd, sdnn, st, eda, eda_freq, bm, location, and concentration. The time step is 5 seconds.
Instructions:
See article
Dataset Files
Baseline dataset.csv (78.15 MB)
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Comments
This is supplementary data to the article "C. Södergård and T. Laakko, "Inferring Students’ Self-Assessed Concentration Levels in Daily Life Using Biosignal Data From Wearables," in IEEE Access, vol. 11, pp. 30308-30323, 2023, doi: 10.1109/ACCESS.2023.3260061.