Dataset on Emotion with Naturalistic Stimuli (DENS)

uploaded by SUDHAKAR MISHRA on 2021-07-30 - about 2 months ago
last modified on 2021-08-25 - 24 days ago
authored by Sudhakar Mishra, Md. Asif, Uma Shanker Tiwary, Narayanan Srinivasan
22407
We found 1 Warning in your dataset. You are not required to fix warnings, but doing so will make your dataset more BIDS compliant.

/sub-mit003/beh/sub-mit003_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit003/sub-mit003_beh.json,/sub-mit003/sub-mit003_task-Emotion_beh.json,/sub-mit003/beh/sub-mit003_beh.json,/sub-mit003/beh/sub-mit003_task-Emotion_beh.json

/sub-mit003/eeg/sub-mit003_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit003/sub-mit003_events.json,/sub-mit003/sub-mit003_task-emotion_events.json,/sub-mit003/eeg/sub-mit003_events.json,/sub-mit003/eeg/sub-mit003_task-emotion_events.json

/sub-mit004/beh/sub-mit004_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit004/sub-mit004_beh.json,/sub-mit004/sub-mit004_task-Emotion_beh.json,/sub-mit004/beh/sub-mit004_beh.json,/sub-mit004/beh/sub-mit004_task-Emotion_beh.json

/sub-mit004/eeg/sub-mit004_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit004/sub-mit004_events.json,/sub-mit004/sub-mit004_task-emotion_events.json,/sub-mit004/eeg/sub-mit004_events.json,/sub-mit004/eeg/sub-mit004_task-emotion_events.json

/sub-mit007/beh/sub-mit007_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit007/sub-mit007_beh.json,/sub-mit007/sub-mit007_task-Emotion_beh.json,/sub-mit007/beh/sub-mit007_beh.json,/sub-mit007/beh/sub-mit007_task-Emotion_beh.json

/sub-mit007/eeg/sub-mit007_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit007/sub-mit007_events.json,/sub-mit007/sub-mit007_task-emotion_events.json,/sub-mit007/eeg/sub-mit007_events.json,/sub-mit007/eeg/sub-mit007_task-emotion_events.json

/sub-mit014/beh/sub-mit014_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit014/sub-mit014_beh.json,/sub-mit014/sub-mit014_task-Emotion_beh.json,/sub-mit014/beh/sub-mit014_beh.json,/sub-mit014/beh/sub-mit014_task-Emotion_beh.json

/sub-mit014/eeg/sub-mit014_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit014/sub-mit014_events.json,/sub-mit014/sub-mit014_task-emotion_events.json,/sub-mit014/eeg/sub-mit014_events.json,/sub-mit014/eeg/sub-mit014_task-emotion_events.json

/sub-mit017/beh/sub-mit017_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit017/sub-mit017_beh.json,/sub-mit017/sub-mit017_task-Emotion_beh.json,/sub-mit017/beh/sub-mit017_beh.json,/sub-mit017/beh/sub-mit017_task-Emotion_beh.json

/sub-mit017/eeg/sub-mit017_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit017/sub-mit017_events.json,/sub-mit017/sub-mit017_task-emotion_events.json,/sub-mit017/eeg/sub-mit017_events.json,/sub-mit017/eeg/sub-mit017_task-emotion_events.json

and 64 more files

OpenNeuro Accession Number: ds003751
Files: 194, Size: 4.46GB, Subjects: 40, Session: 1
Available Tasks: Emotion
Available Modalities: EEG

README

Overview -------- This is the "Emotion" dataset. The Dataset is recorded with naturalistic paradigm

In brief, it contains EEG, ECG and EMG data for 40 subjects emotionally stimulated using naturalistic emotion stimuli. The stimuli are multimedia videos providing context to understand the situated conceptualization of emotions. For details, see the Details about the experiment section.

Citing this dataset ------------------- Please cite as follows:

For more information, see the dataset_description.json file.

License ------- This eeg_emotion dataset is made available under the Open Database License: See the LICENSE file. A human readable information can be found at:

https://opendatacommons.org/licenses/odbl/summary/

Any rights in individual contents of the database are licensed under the Database Contents License: http://opendatacommons.org/licenses/dbcl/1.0/

Dataset Description ------ Dataset_description file described the metadata for the dataset. Participants related details are described in participants.json and participants.tsv files. Each subject directory contains two directories- beh and eeg. A tsv file inside beh folder having entries about the feedbacks given by subject on self-assessment scales-valence, arousal, dominance, liking, familiarity, relevance and emotion category. In addition, it contains the information about the time-stamp of mouse click and other details. The eeg folder inside subject directory contains the raw eeg data in .set & .fdt format along with the information about task events in _task-emotion_events.tsv file. The stimuli directory contains stimuli which were used during the experiment. In addition, feedback excel sheet participant_details.xlsx filled by participants is also added. The code directory contains the python code for data collection, python code for data validation and matlab file for pre-processing the raw data.

Authors

  • Sudhakar Mishra
  • Md. Asif
  • Uma Shanker Tiwary
  • Narayanan Srinivasan

Dataset DOI

10.18112/openneuro.ds003751.v1.0.3

License

CC0

Acknowledgements

We wish to extend our sincere thanks to Prof. Narayanan Srinivasan, CBCS, University of Allahabad. He kindly gave the SM some very useful pieces of advice related to the ex- periment. Dr Sonia baloni ray, IIIT-Delhi, has introduced SM to the EEG technology and taught him how to use it. She demonstrated it to him by letting him participate in her attention study. Then, we would like to thank Mr Amit Ti- wary (then M.tech student), Mr Pravin Srivastav (then PhD candidate), and Ms Anandpreet Kaur (then PhD candidate) for helping us in conducting the validation study.

How to Acknowledge

Mishra, Sudhakar, Mohammad Asif, and Uma Shankar Tiwary. "Dataset on Emotions using Naturalistic Stimuli (DENS)." bioRxiv (2021).

Mishra, S., Asif, M., & Tiwary, U. S. (2021). Naturalistic paradigm reveals multi-component emotion dynamics in theta and beta bands using DENS dataset. bioRxiv, 2021-08.

Funding

References and Links

  • Mishra, Sudhakar, Mohammad Asif, and Uma Shankar Tiwary. "Dataset on Emotions using Naturalistic Stimuli (DENS)." bioRxiv (2021).
  • Mishra, S., Asif, M., & Tiwary, U. S. (2021). Naturalistic paradigm reveals multi-component emotion dynamics in theta and beta bands using DENS dataset. bioRxiv, 2021-08.

Ethics Approvals

How To Cite

Copy
Sudhakar Mishra and Md. Asif and Uma Shanker Tiwary and Narayanan Srinivasan (2021). Dataset on Emotion with Naturalistic Stimuli (DENS). OpenNeuro. [Dataset] doi: 10.18112/openneuro.ds003751.v1.0.3
More citation info

Dataset on Emotion with Naturalistic Stimuli (DENS)

uploaded by SUDHAKAR MISHRA on 2021-07-30 - about 2 months ago
last modified on 2021-08-25 - 24 days ago
authored by Sudhakar Mishra, Md. Asif, Uma Shanker Tiwary, Narayanan Srinivasan
22407

OpenNeuro Accession Number: ds003751
Files: 194, Size: 4.46GB, Subjects: 40, Session: 1
Available Tasks: Emotion
Available Modalities: EEG

README

Overview -------- This is the "Emotion" dataset. The Dataset is recorded with naturalistic paradigm

In brief, it contains EEG, ECG and EMG data for 40 subjects emotionally stimulated using naturalistic emotion stimuli. The stimuli are multimedia videos providing context to understand the situated conceptualization of emotions. For details, see the Details about the experiment section.

Citing this dataset ------------------- Please cite as follows:

For more information, see the dataset_description.json file.

License ------- This eeg_emotion dataset is made available under the Open Database License: See the LICENSE file. A human readable information can be found at:

https://opendatacommons.org/licenses/odbl/summary/

Any rights in individual contents of the database are licensed under the Database Contents License: http://opendatacommons.org/licenses/dbcl/1.0/

Dataset Description ------ Dataset_description file described the metadata for the dataset. Participants related details are described in participants.json and participants.tsv files. Each subject directory contains two directories- beh and eeg. A tsv file inside beh folder having entries about the feedbacks given by subject on self-assessment scales-valence, arousal, dominance, liking, familiarity, relevance and emotion category. In addition, it contains the information about the time-stamp of mouse click and other details. The eeg folder inside subject directory contains the raw eeg data in .set & .fdt format along with the information about task events in _task-emotion_events.tsv file. The stimuli directory contains stimuli which were used during the experiment. In addition, feedback excel sheet participant_details.xlsx filled by participants is also added. The code directory contains the python code for data collection, python code for data validation and matlab file for pre-processing the raw data.

Authors

  • Sudhakar Mishra
  • Md. Asif
  • Uma Shanker Tiwary
  • Narayanan Srinivasan

Dataset DOI

10.18112/openneuro.ds003751.v1.0.3

License

CC0

Acknowledgements

We wish to extend our sincere thanks to Prof. Narayanan Srinivasan, CBCS, University of Allahabad. He kindly gave the SM some very useful pieces of advice related to the ex- periment. Dr Sonia baloni ray, IIIT-Delhi, has introduced SM to the EEG technology and taught him how to use it. She demonstrated it to him by letting him participate in her attention study. Then, we would like to thank Mr Amit Ti- wary (then M.tech student), Mr Pravin Srivastav (then PhD candidate), and Ms Anandpreet Kaur (then PhD candidate) for helping us in conducting the validation study.

How to Acknowledge

Mishra, Sudhakar, Mohammad Asif, and Uma Shankar Tiwary. "Dataset on Emotions using Naturalistic Stimuli (DENS)." bioRxiv (2021).

Mishra, S., Asif, M., & Tiwary, U. S. (2021). Naturalistic paradigm reveals multi-component emotion dynamics in theta and beta bands using DENS dataset. bioRxiv, 2021-08.

Funding

References and Links

  • Mishra, Sudhakar, Mohammad Asif, and Uma Shankar Tiwary. "Dataset on Emotions using Naturalistic Stimuli (DENS)." bioRxiv (2021).
  • Mishra, S., Asif, M., & Tiwary, U. S. (2021). Naturalistic paradigm reveals multi-component emotion dynamics in theta and beta bands using DENS dataset. bioRxiv, 2021-08.

Ethics Approvals

How To Cite

Copy
Sudhakar Mishra and Md. Asif and Uma Shanker Tiwary and Narayanan Srinivasan (2021). Dataset on Emotion with Naturalistic Stimuli (DENS). OpenNeuro. [Dataset] doi: 10.18112/openneuro.ds003751.v1.0.3
More citation info

Dataset File Tree

Git Hash: 1884632 

BIDS Validation

We found 1 Warning in your dataset. You are not required to fix warnings, but doing so will make your dataset more BIDS compliant.

/sub-mit003/beh/sub-mit003_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit003/sub-mit003_beh.json,/sub-mit003/sub-mit003_task-Emotion_beh.json,/sub-mit003/beh/sub-mit003_beh.json,/sub-mit003/beh/sub-mit003_task-Emotion_beh.json

/sub-mit003/eeg/sub-mit003_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit003/sub-mit003_events.json,/sub-mit003/sub-mit003_task-emotion_events.json,/sub-mit003/eeg/sub-mit003_events.json,/sub-mit003/eeg/sub-mit003_task-emotion_events.json

/sub-mit004/beh/sub-mit004_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit004/sub-mit004_beh.json,/sub-mit004/sub-mit004_task-Emotion_beh.json,/sub-mit004/beh/sub-mit004_beh.json,/sub-mit004/beh/sub-mit004_task-Emotion_beh.json

/sub-mit004/eeg/sub-mit004_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit004/sub-mit004_events.json,/sub-mit004/sub-mit004_task-emotion_events.json,/sub-mit004/eeg/sub-mit004_events.json,/sub-mit004/eeg/sub-mit004_task-emotion_events.json

/sub-mit007/beh/sub-mit007_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit007/sub-mit007_beh.json,/sub-mit007/sub-mit007_task-Emotion_beh.json,/sub-mit007/beh/sub-mit007_beh.json,/sub-mit007/beh/sub-mit007_task-Emotion_beh.json

/sub-mit007/eeg/sub-mit007_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit007/sub-mit007_events.json,/sub-mit007/sub-mit007_task-emotion_events.json,/sub-mit007/eeg/sub-mit007_events.json,/sub-mit007/eeg/sub-mit007_task-emotion_events.json

/sub-mit014/beh/sub-mit014_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit014/sub-mit014_beh.json,/sub-mit014/sub-mit014_task-Emotion_beh.json,/sub-mit014/beh/sub-mit014_beh.json,/sub-mit014/beh/sub-mit014_task-Emotion_beh.json

/sub-mit014/eeg/sub-mit014_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit014/sub-mit014_events.json,/sub-mit014/sub-mit014_task-emotion_events.json,/sub-mit014/eeg/sub-mit014_events.json,/sub-mit014/eeg/sub-mit014_task-emotion_events.json

/sub-mit017/beh/sub-mit017_task-Emotion_beh.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: stimuliName, valence, arousal, dominance, liking, familiarity, relevance, emotionCateg, Quadrant, FivePointScale, MouseClick not defined, please define in: /beh.json, /task-Emotion_beh.json,/sub-mit017/sub-mit017_beh.json,/sub-mit017/sub-mit017_task-Emotion_beh.json,/sub-mit017/beh/sub-mit017_beh.json,/sub-mit017/beh/sub-mit017_task-Emotion_beh.json

/sub-mit017/eeg/sub-mit017_task-emotion_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: label, description not defined, please define in: /events.json, /task-emotion_events.json,/sub-mit017/sub-mit017_events.json,/sub-mit017/sub-mit017_task-emotion_events.json,/sub-mit017/eeg/sub-mit017_events.json,/sub-mit017/eeg/sub-mit017_task-emotion_events.json

and 64 more files

Dataset File Tree

Git Hash: 1884632 

Comments

Please sign in to contribute to the discussion.
By rs163@iiita.ac.in - about 2 months ago

By status@gmail.com - 7 days ago
Hey Sir
As you mentioned the code folder and .mat files are in dataset. I can not find them anywhere, could you please introduce me to find then?
Thank yhou