Datasets API#
The eegdash.dataset package exposes dataset classes that are
registered dynamically at import time. See eegdash.dataset package for the
module-level API, including EEGChallengeDataset
and helper utilities.
What’s in the registry#
EEGDash exposes 700+ OpenNeuro EEG datasets, registered dynamically from MongoDB. The table below summarizes the breakdown by experimental type (1019 datasets in this build).
Base Dataset API#
Experimental Type |
Datasets |
|---|---|
Perception |
172 |
Motor |
132 |
Attention |
105 |
Language |
72 |
Clinical |
51 |
Memory |
51 |
Unspecified |
44 |
Intervention |
34 |
Resting-state |
32 |
Learning |
24 |
Other |
23 |
Affect |
22 |
Decision-making |
21 |
Sleep |
18 |
Clinical, Perception |
17 |
Attention, Clinical |
9 |
Unknown |
9 |
Memory, Intervention |
8 |
Perception, Attention |
8 |
Perception, Learning |
8 |
Clinical, Attention |
7 |
Intervention, Attention |
7 |
Intervention, Clinical |
7 |
Motor, Intervention |
6 |
Attention, Resting-state |
5 |
Consciousness |
5 |
Motor, Clinical |
5 |
Attention, Learning |
3 |
Attention, Memory |
3 |
Attention, Perception |
3 |
Clinical, Intervention |
3 |
Intervention, Learning |
3 |
Language, Attention |
3 |
Motor, Language |
3 |
Sleep, Memory |
3 |
Attention, Intervention |
2 |
Decision-making, Attention |
2 |
Decision-making, Intervention |
2 |
Intervention, Affect |
2 |
Intervention, Language |
2 |
Intervention, Memory |
2 |
Language, Affect |
2 |
Learning, Affect |
2 |
Learning, Attention |
2 |
Learning, Clinical |
2 |
Learning, Resting-state |
2 |
Memory, Attention |
2 |
Memory, Motor |
2 |
Motor, Attention |
2 |
Motor, Perception |
2 |
Perception, Affect |
2 |
Perception, Clinical |
2 |
Perception, Memory |
2 |
Resting-state, Memory |
2 |
Sleep, Resting-state |
2 |
Affect, Attention |
1 |
Affect, Intervention |
1 |
Attention, Affect |
1 |
Attention, Language |
1 |
Attention, Motor |
1 |
Clinical, Consciousness |
1 |
Clinical, Learning |
1 |
Clinical, Motor |
1 |
Clinical, Sleep |
1 |
Consciousness, Intervention |
1 |
Decision-making, Clinical |
1 |
Intervention, Motor |
1 |
Intervention, Perception |
1 |
Intervention, Resting-state |
1 |
Language, Decision-making |
1 |
Language, Intervention |
1 |
Language, Memory |
1 |
Language, Perception |
1 |
Learning, Intervention |
1 |
Learning, Language |
1 |
Memory, Clinical |
1 |
Memory, Perception |
1 |
Memory, Sleep |
1 |
Motor, Learning |
1 |
Motor, Resting-state |
1 |
Perception, Decision-making |
1 |
Perception, Intervention |
1 |
Perception, Resting-state |
1 |
Resting-state, Motor |
1 |
Sleep, Intervention |
1 |
All Datasets#
Individual Datasets