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| Dataset | Description |
| ----------------- | ------------|
| eeg_ds002893s_hed_attention_shift | Auditory-visual attention shift data.
Illustrates remapping of multiple event columns. |
-| eeg_ds003654s_hed | Wakeman-Henson data using short form tags and definitions. |
-| eeg_ds003654s_hed_column | Wakeman-Henson data with tags in events.tsv HED column. |
-| eeg_ds003654s_hed_inheritance | Wakeman-Henson data with multiple sidecars. |
-| eeg_ds003654s_hed_library | Wakeman-Henson data using HED libraries. |
-| eeg_ds003654s_hed_longform | Wakeman-Henson data using long form tags and definitions. |
+| eeg_ds003645s_hed | Wakeman-Henson data using short form tags and definitions. |
+| eeg_ds003645s_hed_column | Wakeman-Henson data with tags in events.tsv HED column. |
+| eeg_ds003645s_hed_inheritance | Wakeman-Henson data with multiple sidecars. |
+| eeg_ds003645s_hed_library | Wakeman-Henson data using HED libraries. |
+| eeg_ds003645s_hed_longform | Wakeman-Henson data using long form tags and definitions. |
| eeg_ds004105s_hed | BCIT Driving with auditory cueing data.
Part of a test data corpus for BIDS-MEGA testing. |
| eeg_ds004106s_hed | BCIT Advanced guard duty data.
Part of a test data corpus for BIDS-MEGA testing. |
| eeg_ds004117s_hed_sternberg | Sternberg working memory task.
Chosen as a replication study for [**EEGManyLabs**](https://osf.io/yb3pq/).|
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/f058.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/f058.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s025.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s025.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s028.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s028.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s033.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s033.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s036.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s036.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s037.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s037.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s043.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s043.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s051.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s051.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s053.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s053.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s056.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s056.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s058.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s058.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s062.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s062.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s066.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s066.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s068.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s068.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s071.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s071.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s074.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s074.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s076.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s076.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s080.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s080.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s081.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s081.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s083.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s083.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/s086.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/s086.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u077.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u077.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u083.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u083.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u086.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u086.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u088.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u088.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u103.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u103.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u106.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u106.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u111.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u111.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u113.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u113.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u117.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u117.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u120.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u120.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u123.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u123.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u127.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u127.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u128.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u128.bmp
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diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u131.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u131.bmp
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rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u131.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u131.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u132.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u132.bmp
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u132.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u132.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u134.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u134.bmp
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u134.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u134.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u139.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u139.bmp
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u139.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u139.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u140.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u140.bmp
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u140.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u140.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/stimuli/u143.bmp b/datasets/eeg_ds003645s_hed_remodel/stimuli/u143.bmp
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/stimuli/u143.bmp
rename to datasets/eeg_ds003645s_hed_remodel/stimuli/u143.bmp
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_channels.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.json
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_eeg.set
diff --git a/datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
rename to datasets/eeg_ds003645s_hed_remodel/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
diff --git a/datasets/eeg_ds003654s_hed_remodel/task-FacePerception_events.json b/datasets/eeg_ds003645s_hed_remodel/task-FacePerception_events.json
similarity index 100%
rename from datasets/eeg_ds003654s_hed_remodel/task-FacePerception_events.json
rename to datasets/eeg_ds003645s_hed_remodel/task-FacePerception_events.json
diff --git a/docs/source/BidsAnnotationQuickstart.md b/docs/source/BidsAnnotationQuickstart.md
index 6f43bf5..d51fc02 100644
--- a/docs/source/BidsAnnotationQuickstart.md
+++ b/docs/source/BidsAnnotationQuickstart.md
@@ -38,12 +38,12 @@ to produce a comprehensive JSON sidecar template.
````
The examples in this tutorial use an
-[**abbreviated version**](https://raw.githubusercontent.com/hed-standard/hed-examples/main/datasets/eeg_ds003654s_hed/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv)
+[**abbreviated version**](https://raw.githubusercontent.com/hed-standard/hed-examples/main/datasets/eeg_ds003645s_hed/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv)
of the `events.tsv`file from subject 002 run 1 from
-[**ds003654**](https://openneuro.org/datasets/ds003645/versions/2.0.0):Face processing MEEG dataset with HED annotation
+[**ds003645**](https://openneuro.org/datasets/ds003645/versions/2.0.0):Face processing MEEG dataset with HED annotation
dataset on OpenNeuro.
A reduced version of this dataset
-[**eeg_ds003654s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003654s_hed)
+[**eeg_ds003645s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003645s_hed)
is also available.
(how-hed-works-in-bids-anchor)=
diff --git a/docs/source/FileRemodelingQuickstart.md b/docs/source/FileRemodelingQuickstart.md
index 1ebdac9..05c3b17 100644
--- a/docs/source/FileRemodelingQuickstart.md
+++ b/docs/source/FileRemodelingQuickstart.md
@@ -7,7 +7,7 @@ information in experimental logs and for restructuring event files to enable a p
The tools, which are written in Python, are designed to be run on an entire dataset.
This dataset can be in BIDS
-([**Brain Imaging Data Structure**](https://bids.neuroimaging.io/)) format,
+([**Brain Imaging Data Structure**](https://bids.neuroimaging.io/)),
Alternative users can specify files with a particular suffix and extension appearing
in a specified directory tree.
The later format is useful for restructuring that occurs early in the experimental process,
@@ -76,11 +76,11 @@ The following table gives a summary of the tools available in the HED remodeling
| **restructure** | | |
| | [*merge_consecutive*](merge-consecutive-anchor) | Replace multiple consecutive events of the same type
with one event of longer duration. |
| | [*remap_columns*](remap-columns-anchor) | Create *m* columns from values in *n* columns (for recoding). |
-| | [*split_event*](split-event-anchor) | Split trial-encoded rows into multiple events. |
+| | [*split_rows*](split-rows-anchor) | Split trial-encoded rows into multiple events. |
| **summarization** | | |
| | [*summarize_column_names*](summarize-column-names-anchor) | Summarize column names and order in the files. |
| | [*summarize_column_values*](summarize-column-values-anchor) |Count the occurrences of the unique column values. |
-| | [*summarize_events_to_sidecar*](summarize-events-to-sidecar-anchor) | Generate a sidecar template from an event file. |
+| | [*summarize_sidecar_from_events*](summarize-sidecar-from-events-anchor) | Generate a sidecar template from an event file. |
| | [*summarize_hed_tags*](summarize-hed-tags-anchor) | Summarize the HED tags present in the
HED annotations for the dataset. |
| | [*summarize_hed_type*](summarize-hed-type-anchor) | Summarize the detailed usage of a particular type tag
such as *Condition-variable* or *Task*
(used to automatically extract experimental designs). |
| | [*summarize_hed_validation*](summarize-hed-validation-anchor) | Validate the data files and report any errors. |
@@ -119,7 +119,7 @@ stored in the `derivatives/remodel/backups` subdirectory of the dataset.
Restructuring applies a sequence of remodeling operations given in a JSON remodeling
file to produce a final result.
By convention, we name these remodeling instruction files `_rmdl.json`
-and try to store them in the `derivatives/remodel/remodeling_files` directory relative
+and store them in the `derivatives/remodel/remodeling_files` directory relative
to the dataset root directory.
The restructuring always proceeds by looking up each data file in the backup
@@ -255,16 +255,16 @@ at a single temporal marker.
This strategy is known as *trial-level* encoding.
Our goal is to represent all the trial events (e.g., go signal, stop signal, and response)
-in separate rows of the event file using the *split_event* restructuring operation.
+in separate rows of the event file using the *split_rows* restructuring operation.
The following example shows the remodeling operations to perform the splitting.
-````{admonition} Example of split_events operation for the AOMIC stop signal task.
+````{admonition} Example of split_rows operation for the AOMIC stop signal task.
:class: tip
```json
[
{
- "operation": "split_event",
+ "operation": "split_rows",
"description": "Split response event from trial event based on response_time column.",
"parameters": {
"anchor_column": "trial_type",
@@ -280,14 +280,14 @@ The following example shows the remodeling operations to perform the splitting.
"copy_columns": []
}
},
- "remove_parent_event": false
+ "remove_parent_row": false
}
}
]
```
````
-The example uses the *split_event* operation to convert this
+The example uses the *split_rows* operation to convert this
file from trial encoding to event encoding.
In trial encoding each event marker (row in the event file) represents
all the information in a single trial.
@@ -295,10 +295,10 @@ Event markers such as the participant's response key-press are encoded implicitl
as an offset from the stimulus presentation.
while event encoding includes event markers for each individual event within the trial.
-The [**Split event**](./FileRemodelingTools.md#split-event)
+The [**Split rows**](./FileRemodelingTools.md#split-rows)
explanation under [**File remodeling tools**](./FileRemodelingTools.md)
-shows the required parameters for the *split_event* operation.
-The required parameters are *anchor_column*, *new_events*, and *remove_parent_event*.
+shows the required parameters for the *split_rows* operation.
+The required parameters are *anchor_column*, *new_events*, and *remove_parent_row*.
The *anchor_column* is the column we want to add new events corresponding to the stop signal and the response.
In this case we are going to add events to an existing column: *trial_type*.
@@ -378,7 +378,7 @@ but will soon move to the regular [**HED tools online tools server**](https://he
To use the online remodeling tools, navigate to the events page and select the *Remodel file* action.
Browse to select the data file to be remodeled and the JSON remodel file
containing the remodeling operations.
-The following screenshot shows these selections for the split event example of the previous section.
+The following screenshot shows these selections for the split rows example of the previous section.
![Remodeling tools online](./_static/images/RemodelingOnline.png)
@@ -406,21 +406,51 @@ A full overview of all arguments is available at
The `run_remodel_backup` is usually run only once for a dataset.
It makes the baseline backup of the event files to assure that nothing will be lost.
The remodeling always starts from the backup files.
-The main script is the `run_remodel` which executes a remodeling script and overwrites
-the data files using the corresponding backup files as the starting point.
-An example command line call for `run_remodel` is shown in the following example.
+
+The `run_remodel` restores the data files from the corresponding backup files and then
+executes remodeling operations from a JSON file.
+A sample command line call for `run_remodel` is shown in the following example.
(remodel-run-anchor)=
-````{admonition} Command to run summary on AOMIC dataset.
+````{admonition} Command to run a summary for the AOMIC dataset.
:class: tip
```bash
-python run_remodel.py /data/ds002790 /data/ds002790/derivatives/remodel/remodeling_files/AOMIC_summarize_rmdl.json \
--s .txt -x derivatives -b
+python run_remodel /data/ds002790 /data/ds002790/derivatives/remodel/remodeling_files/AOMIC_summarize_rmdl.json \
+ -b -s .txt -x derivatives
```
````
+The parameters are as follows:
+
+* `data_dir` - (Required first argument) Root directory of the dataset.
+* `model_path` - (Required second argument) Path of JSON file with remodeling operations.
+* `-b` - (Optional) If present, assume BIDS formatted data.
+* `-s` - (Optional) list of formats to save summaries in.
+* `-x` - (Optional) List of directories to exclude from event processing.
+
+There are three types of command line arguments:
+
+[**Positional arguments**](./FileRemodelingTools.md#positional-arguments),
+[**Named arguments**](./FileRemodelingTools.md#named-arguments),
+and [**Named arguments with values**](./FileRemodelingTools.md#named-arguments).
+
+The positional arguments, `data_dir` and `model_path` are not optional and must
+be the first and second arguments to `run_remodel`.
+The named arguments (with and without values) are optional.
+They all have default values if omitted.
+
+The `-b` option is a named argument indicating whether the dataset is in BIDS format.
+If in BIDS format, the remodeling tools can extract information such as the HED schema
+and the HED annotations from the dataset.
+BIDS data file names are unique, which is convenient for reporting summary information.
+Name arguments are flags-- their presence indicates true and absence indicates false.
+
+The `-s` and `-x` options are examples of named arguments with values.
+The `-s .txt` specifies that summaries should be saved in text format.
+The `-x derivatives` indicates that the `derivatives` subdirectory should not
+be processed during remodeling.
This script can be run multiple times without doing backups and restores,
since it always starts with the backed up files.
@@ -432,61 +462,25 @@ A number of optional key-value arguments are also available.
After the `run_remodel` finishes, it overwrites the data files (not the backups)
and writes any requested summaries in `derivatives/remodel/summaries`.
-If we want to run the split events operation we demonstrated earlier on the full AOMIC dataset,
-we might first want to check whether the response_time exists for all subjects.
-We can do this by running the `summarize_column_headers` operation.
-
-First we prepare the remodeler json file again.
-
-````{admonition} Split events remodeler json file for the AOMIC stop signal task.
-:class: tip
-
-```json
-[
- {
- "operation": "summarize_column_names",
- "description": "Summarize existing column names across entire AOMIC dataset.",
- "parameters": {
- "summary_name": "AOMIC_column_headers",
- "summary_filename": "AOMIC_column_headers"
- }
- }
-]
-```
-````
-
-All summaries require summary name and summary filename parameters.
-The *summarize_column_names* summary does not require any additional parameters.
-
-To run the summary we have to provide the following arguments:
-
-* *data dir*
-* *model-path*
-* *-s*, *--save-formats*
-* *-b*, *--bids-format*
-* *-x*, *--exclude-dirs*
-
-The exact paths will look different on your computer but the full command-line call should look something like this:
-
-(remodel-run-summary-anchor)=
-````{admonition} Command to run summary on AOMIC dataset.
-:class: tip
-
-```bash
-python run_remodel.py /data/ds002790 /data/ds002790/derivatives/remodel/remodeling_files/AOMIC_summarize_rmdl.json \
--s .txt -x derivatives -b
-
-```
-````
-
The summaries will be written to `/data/ds002790/derivatives/remodel/summaries` folder in text format.
By default, the summary operations will return both.
The [**summary file**](./_static/data/AOMIC_column_names_2022_12_21_T_13_12_35_641062.txt) lists all different column combinations and for each combination, the files with those columns.
Looking at the different column combinations you can see there are three, one for each task that was performed for this dataset.
-All event files for the stop signal task contain the `stop_signal_delay` column and the `response_time` column.
-Now you can try out the *split_events* on the full dataset!
+Going back to the [**split rows example**](#more-complex-remodeling) of remodeling,
+we see that splitting the rows into multiple rows only makes sense if the event files have the same columns.
+Only the event files for the stop signal task contain the `stop_signal_delay` column and the `response_time` column.
+The summarizing the column names across the dataset allows users to check whether the column
+names are consistent across the dataset.
+A common use case for BIDS datasets is that the event files have a different structure
+for different tasks.
+The `-t` command-line option allows users to specify which tasks to perform remodeling on.
+Using this option allows users to select only the files that have the specified task names
+in their filenames.
+
+
+Now you can try out the *split_rows* on the full dataset!
(jupyter-notebooks-for-remodeling-anchor)=
diff --git a/docs/source/FileRemodelingTools.md b/docs/source/FileRemodelingTools.md
index da49ce9..41d560b 100644
--- a/docs/source/FileRemodelingTools.md
+++ b/docs/source/FileRemodelingTools.md
@@ -50,11 +50,11 @@ This user's guide contains the following topics:
* [**Remove rows**](remove-rows-anchor)
* [**Rename columns**](rename-columns-anchor)
* [**Reorder columns**](reorder-columns-anchor)
- * [**Split event**](split-event-anchor)
+ * [**Split rows**](split-rows-anchor)
* [**Remodel summarizations**](remodel-summarizations-anchor)
* [**Summarize column names**](summarize-column-names-anchor)
* [**Summarize column values**](summarize-column-values-anchor)
- * [**Summarize events to sidecar**](summarize-events-to-sidecar-anchor)
+ * [**Summarize sidecar from events**](summarize-sidecar-from-events-anchor)
* [**Summarize hed tags**](summarize-hed-tags-anchor)
* [**Summarize hed type**](summarize-hed-type-anchor)
* [**Summarize hed validation**](summarize-hed-validation-anchor)
@@ -114,7 +114,7 @@ The dispatcher stores information from each uniquely named summarization operati
as a separate context.
Within its context information, most summarization operations keep a separate
summary for each individual file and have methods to create an overall summary
-of the information for all the files that have been processed by the summarization..
+of the information for all the files that have been processed by the summarization.
Summarization results are available in JSON (`.json`) and text (`.txt`) formats.
@@ -140,11 +140,11 @@ and links to further documentation. Operations not listed in the summarize secti
| **restructure** | | |
| | [*merge_consecutive*](merge-consecutive-anchor) | Replace multiple consecutive events of the same type
with one event of longer duration. |
| | [*remap_columns*](remap-columns-anchor) | Create m columns from values in n columns (for recoding). |
-| | [*split_event*](split-event-anchor) | Split trial-encoded rows into multiple events. |
+| | [*split_rows*](split-rows-anchor) | Split trial-encoded rows into multiple events. |
| **summarize** | | |
| | [*summarize_column_names*](summarize-column-names-anchor) | Summarize column names and order in the files. |
| | [*summarize_column_values*](summarize-column-values-anchor) | Count the occurrences of the unique column values. |
-| | [*summarize_events_to_sidecar*](summarize-events-to-sidecar-anchor) | Generate a sidecar template from an event file. |
+| | [*summarize_sidecar_from_events*](summarize-sidecar-from-events-anchor) | Generate a sidecar template from an event file. |
| | [*summarize_hed_tags*](summarize-hed-tags-anchor) | Summarize the HED tags present in the
HED annotations for the dataset. |
| | [*summarize_hed_type*](summarize-hed-type-anchor) | Summarize the detailed usage of a particular type tag
such as *Condition-variable* or *Task*
(used to automatically extract experimental designs). |
| | [*summarize_hed_validation*](summarize-hed-validation-anchor) | Validate the data files and report any errors. |
@@ -348,7 +348,7 @@ These scripts can be run from the command line or from another Python program us
The `run_remodel_backup` Python program creates a backup of the specified files.
The backup is always created in the `derivatives/remodel/backups` subdirectory
under the dataset root as shown in the following example for the
-sample dataset `eeg_ds003654s_hed_remodel`,
+sample dataset `eeg_ds003645s_hed_remodel`,
which can be found in the `datasets` subdirectory of the
[**hed-examples**](https://github.com/hed-standard/hed-examples) GitHub repository.
@@ -368,15 +368,15 @@ In addition to the `backup_root`, the backup directory also contains a dictionar
in the `backup_lock.json` file. This dictionary is used internally by the remodeling tools.
The backup should be created once and not modified by the user.
-The following example shows how to run the `run_remodel_backup.py` program from the command line
-to back up the dataset located at `/datasets/eeg_ds003654s_hed_remodel`.
+The following example shows how to run the `run_remodel_backup` program from the command line
+to back up the dataset located at `/datasets/eeg_ds003645s_hed_remodel`.
(remodel-backup-anchor)=
````{admonition} Example of calling run_remodel_backup from the command line.
:class: tip
```bash
-python run_remodel_backup.py /datasets/eeg_ds003654s_hed_remodel -x derivatives stimuli
+python run_remodel_backup /datasets/eeg_ds003645s_hed_remodel -x derivatives stimuli
```
````
@@ -398,7 +398,7 @@ The command-line arguments are given in a list instead of on the command line.
import hed.tools.remodeling.cli.run_remodel_backup as cli_backup
-data_root = '/datasets/eeg_ds003654s_hed_remodel'
+data_root = '/datasets/eeg_ds003645s_hed_remodel'
arg_list = [data_root, '-x', 'derivatives', 'stimuli']
cli_backup.main(arg_list)
@@ -434,7 +434,7 @@ before running the remodeling operations.
Going without backup is not recommended unless you are only doing summarization operations.
The operations are specified as a list of dictionaries in a JSON file in the
-[**remodel sampe files**](remodel-sample-files-anchor) as discussed below.
+[**remodel sample files**](remodel-sample-files-anchor) as discussed below.
Before running remodeling transformations on an entire dataset,
consider using the [**HED online tools**](https://hedtools.ucsd.edu/hed)
@@ -452,7 +452,7 @@ The example assumes that the backup has already been created for the dataset.
:class: tip
```bash
-python run_remodel.py /datasets/eeg_ds003654s_hed_remodel /datasets/remove_extra_rmdl.json -x derivatives simuli
+python run_remodel /datasets/eeg_ds003645s_hed_remodel /datasets/remove_extra_rmdl.json -x derivatives simuli
```
````
@@ -478,7 +478,7 @@ This code can be used in a Jupyter notebook or in another Python program.
```python
import hed.tools.remodeling.cli.run_remodel as cli_remodel
-data_root = '/datasets/eeg_ds003654s_hed_remodel'
+data_root = '/datasets/eeg_ds003645s_hed_remodel'
model_path = '/datasets/remove_extra_rmdl.json'
arg_list = [data_root, model_path, '-x', 'derivatives', 'stimuli']
cli_remodel.main(arg_list)
@@ -504,7 +504,7 @@ The restore operation restores all the files in the specified backup.
:class: tip
```bash
-python run_remodel_restore.py /datasets/eeg_ds003654s_hed_remodel
+python run_remodel_restore /datasets/eeg_ds003645s_hed_remodel
```
````
@@ -517,7 +517,7 @@ As with the other command-line programs, `run_remodel_restore` can be also calle
```python
import hed.tools.remodeling.cli.run_restore as cli_remodel
-data_root = '/datasets/eeg_ds003654s_hed_remodel'
+data_root = '/datasets/eeg_ds003645s_hed_remodel'
cli_remodel.main([data_root])
```
@@ -601,8 +601,8 @@ the path to the JSON file with the HED annotations.
:class: tip
```bash
-python run_remodel.py /datasets/eeg_ds003654s_hed_remodel /datasets/summarize_conditions_rmdl.json \
--x derivatives simuli -r 8.1.0 -j /datasets/eeg_ds003654s_hed_remodel/task-FacePerception_events.json
+python run_remodel /datasets/eeg_ds003645s_hed_remodel /datasets/summarize_conditions_rmdl.json \
+-x derivatives simuli -r 8.1.0 -j /datasets/eeg_ds003645s_hed_remodel/task-FacePerception_events.json
```
````
@@ -614,9 +614,9 @@ python run_remodel.py /datasets/eeg_ds003654s_hed_remodel /datasets/summarize_co
```python
import hed.tools.remodeling.cli.run_remodel as cli_remodel
-data_root = '/datasets/eeg_ds003654s_hed_remodel'
+data_root = '/datasets/eeg_ds003645s_hed_remodel'
model_path = '/datasets/summarize_conditions_rmdl.json'
-json_path = '/datasets/eeg_ds003654s_hed_remodel/task-FacePerception_events.json'
+json_path = '/datasets/eeg_ds003645s_hed_remodel/task-FacePerception_events.json'
arg_list = [data_root, model_path, '-x', 'derivatives', 'stimuli', '-r' 8.1.0 '-j' json_path]
cli_remodel.main(arg_list)
@@ -628,7 +628,8 @@ cli_remodel.main(arg_list)
Errors can occur during several stages in during remodeling and how they are
handled depends on the type of error and where the error occurs.
-The underlying
+Except for the validation summary, the underlying remodeling code raises exceptions for most errors.
+
(errors-in-the-remodel-file-anchor)=
### Errors in the remodel file
@@ -998,7 +999,6 @@ The results of executing this *factor_hed-tags* operation on the
| 17.1021 | 0.5083 | unsuccesful_stop | 0.25 | 0.633 | correct | left | male | 0 | 1 |
| 21.6103 | 0.5083 | go | n/a | 0.443 | correct | left | male | 0 | 1 |
````
-**Note**: Put in a table of the assembled HED tags here to explain how these variables were created.
(merge-consecutive-anchor)=
### Merge consecutive
@@ -1131,11 +1131,17 @@ Remapping can be used to convert the column containing these codes into one or m
| *destination_columns* | list | A list of *n* names of the destination columns for the map. |
| *map_list* | list | A list of mappings. Each element is a list of *m* source
column values followed by *n* destination values.
Mapping source values are treated as strings. |
| *ignore_missing* | bool | If false, source column values not in the map generate "n/a"
destination values instead of errors. |
+| *integer_sources* | list | [**Optional**] A list of source columns that are integers.
The *integer_sources* must be a subset of *source_columns*. |
```
A column cannot be both a source and a destination,
and all source columns must be present in the data files.
New columns are created for destination columns that are missing from a data file.
+The *remap_columns* operation only works for columns containing strings or integers,
+as it is meant for remapping categorical codes.
+You must specify the which source columns contain integers so that `n/a` values
+can be handled appropriately.
+
The *map_list* parameter specifies how each unique combination of values from the source
columns will be mapped into the destination columns.
If there are *m* source columns and *n* destination columns,
@@ -1175,6 +1181,11 @@ based on the unique values in the combination of columns *response_accuracy* and
}]
```
````
+In this example there are two source columns and one destination column,
+so each entry in *map_list* must be a list with three elements
+two source values and one destination value).
+Since all the values in *map_list* are strings,
+the optional *integer_sources* list is not needed.
The results of executing the previous *remap_column* command on the
[**sample remodel event file**](sample-remodel-event-file-anchor) are:
@@ -1444,10 +1455,10 @@ The results of executing the previous *reorder_columns* transformation on the
| 21.6103 | 0.5083 | 0.443 | go |
````
-(split-event-anchor)=
-### Split event
+(split-rows-anchor)=
+### Split rows
-The *split_event* operation
+The *split_rows* operation
is often used to convert event files from trial-level encoding to event-level encoding.
In **trial-level** encoding, all the events in a single trial
@@ -1460,22 +1471,22 @@ In **event-level** encoding, each row represents the temporal marker for a singl
In this case a trial consists of a sequence of multiple events.
-(split-event-parameters-anchor)=
-#### Split event parameters
+(split-rows-parameters-anchor)=
+#### Split rows parameters
-```{admonition} Parameters for the *split_event* operation.
+```{admonition} Parameters for the *split_rows* operation.
:class: tip
| Parameter | Type | Description |
| ------------ | ---- | ----------- |
-| *anchor_column* | str | The name of the column that will be used for split-event codes.|
+| *anchor_column* | str | The name of the column that will be used for split_rows codes.|
| *new_events* | dict | Dictionary whose keys are the codes to be inserted as new events
in the *anchor_column* and whose values are dictionaries with
keys *onset_source*, *duration*, and *copy_columns*. |
| *remove_parent_event* | bool | If true, remove parent event. |
```
-The *split_event* operation requires an *anchor_column*, which could be an existing
+The *split_rows* operation requires an *anchor_column*, which could be an existing
column or a new column to be appended to the data.
The purpose of the *anchor_column* is to hold the codes for the new events.
@@ -1492,23 +1503,23 @@ to compute the `duration` column value for the new event.
Unlisted columns are filled with `n/a`.
-The *split_event* operation sorts the split events by the `onset` column and raises a `TypeError`
+The *split_rows* operation sorts the split rows by the `onset` column and raises a `TypeError`
if the `onset` and `duration` are improperly defined.
The `onset` column is converted to numeric values as part splitting process.
-(split-events-example-anchor)=
-#### Split events example
+(split-rows-example-anchor)=
+#### Split rows example
-The *split_event* operation in the following example specifies that new rows should be added
+The *split_rows* operation in the following example specifies that new rows should be added
to encode the response and stop signal. The anchor column is `trial_type`.
-````{admonition} A JSON file with a single *split_event* transformation operation.
+````{admonition} A JSON file with a single *split_rows* transformation operation.
:class: tip
```json
[{
- "operation": "split_events",
+ "operation": "split_rows",
"description": "add response events to the trials.",
"parameters": {
"anchor_column": "trial_type",
@@ -1530,10 +1541,10 @@ to encode the response and stop signal. The anchor column is `trial_type`.
```
````
-The results of executing this *split_event* operation on the
+The results of executing this *split_rows* operation on the
[**sample remodel event file**](sample-remodel-event-file-anchor) are:
-````{admonition} Results of the previous *split_event* operation.
+````{admonition} Results of the previous *split_rows* operation.
| onset | duration | trial_type | stop_signal_delay | response_time | response_accuracy | response_hand | sex |
| ----- | -------- | ---------- | ----------------- | ------------- | ----------------- | ------------- | --- |
@@ -1570,8 +1581,9 @@ All summary operations have two required parameters: *summary_name* and *summary
The *summary_name* is the unique key used to identify the
particular incarnation of this summary in the dispatcher.
-Since a particular operation file may use a given operation multiple times,
-care should be taken to make sure that it is unique.
+Care should be taken to make sure that the *summary_name* is unique within
+a given JSON remodeling file if the same summary operation is used more than
+once within the file (e.g. for before and after summary information).
The *summary_filename* should also be unique and is used for saving the summary upon request.
When the remodeler is applied to full datasets rather than single files,
@@ -1652,7 +1664,8 @@ Dataset: Number of files=1
Individual files:
- sub-0013_task-stopsignal_acq-seq_events.tsv: ['onset', 'duration', 'trial_type', 'stop_signal_delay', 'response_time', 'response_accuracy', 'response_hand', 'sex']
+sub-0013_task-stopsignal_acq-seq_events.tsv:
+ ['onset', 'duration', 'trial_type', 'stop_signal_delay', 'response_time', 'response_accuracy', 'response_hand', 'sex']
```
````
@@ -1694,9 +1707,15 @@ In addition to the standard parameters, *summary_name* and *summary_filename* re
the *summarize_column_values* operation requires two additional lists to be supplied.
The *skip_columns* list specifies the names of columns to skip entirely in the summary.
Typically, the `onset` and `sample` columns are skipped, since they have unique values for
-each row and their values have limited information. Limited information is also gathered for
-those columns are specified as *value_columns*. The unique values in the remaining columns
-are counted.
+each row and their values have limited information.
+
+The *summarize_column_values* is mainly meant for creating summary information about columns
+containing a finite number of distinct values.
+Columns that contain numeric information will usually have distinct entries for
+each row in a tabular file and are not amenable to such summarization.
+These columns could be specified as *skip_columns*, but another option is to
+designate them as *value_columns*. The *value_columns* are reported in the summary,
+but their distinct values are not reported individually.
For datasets that include multiple tasks, the event values for each task may be distinct.
The *summarize_column_values* operation does not separate by task, but expects the
@@ -1736,8 +1755,7 @@ Context name: AOMIC_column_values
Context type: column_values
Context filename: AOMIC_column_values
-Summary details:
-
+Overall summary:
Dataset: Total events=6 Total files=1
Categorical column values[Events, Files]:
response_accuracy:
@@ -1754,7 +1772,8 @@ Dataset: Total events=6 Total files=1
Individual files:
- sub-0013_task-stopsignal_acq-seq_events.tsv:
+sub-0013_task-stopsignal_acq-seq_events.tsv:
+Total events=200
Categorical column values[Events, Files]:
response_accuracy:
correct[5, 1] n/a[1, 1]
@@ -1779,19 +1798,28 @@ results from the individual data files are shown after the overall summary.
The individual results are similar to the overall summary because only one data file
was processed.
-(summarize-events-to-sidecar-anchor)=
-### Summarize events to sidecar
+For a more extensive example see the
+[**text**](./_static/data/summaries/FacePerception_column_values_summary.txt)
+and [**JSON**](./_static/data/summaries/FacePerception_column_values_summary.json)
+format summaries of the sample dataset
+[**ds003645s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003645s_hed)
+using the [**summarize_columns_rmdl.json**](./static/data/summaries/summarize_columns_rmdl.json)
+remodeling file.
+
+
+(summarize-sidecar-from-events-anchor)=
+### Summarize sidecar from events
-The summarize events to sidecar operation generates a sidecar template from the event
+The summarize sidecar from events operation generates a sidecar template from the event
files in the dataset.
-(summarize-events-to-sidecar-parameters-anchor)=
-#### Summarize events to sidecar parameters
+(summarize-sidecar-from-events-parameters-anchor)=
+#### Summarize sidecar from events parameters
The following table lists the parameters required for using the summary.
-```{admonition} Parameters for the *summarize_events_to_sidecar* operation.
+```{admonition} Parameters for the *summarize_sidcar_from_eventsr* operation.
:class: tip
| Parameter | Type | Description |
@@ -1820,16 +1848,16 @@ generating the sidecar template.
The *value_columns* list specifies the names of columns to treat as value columns
when generating the sidecar template.
-(summarize-events-to-sidecar-example-anchor)=
-#### Summarize events to sidecar example
+(summarize-sidecar-from-events-example-anchor)=
+#### Summarize sidecar from events example
The following example shows the JSON for including this operation in a remodeling file.
-````{admonition} A JSON file with a single *summarize_events_to_sidecar* summarization operation.
+````{admonition} A JSON file with a single *summarize_sidecar_from_events* summarization operation.
:class: tip
```json
[{
- "operation": "summarize_events_to_sidecar",
+ "operation": "summarize_sidecar_from_events",
"description": "Generate a sidecar from the excerpted events file.",
"parameters": {
"summary_name": "AOMIC_generate_sidecar",
@@ -1846,7 +1874,7 @@ The results of executing this operation on the
[**sample remodel event file**](sample-remodel-event-file-anchor)
are shown in the following example using the text format.
-````{admonition} Sample *summarize_events_to_sidecar* operation results in text format.
+````{admonition} Sample *summarize_sidecar_from_events* operation results in text format.
:class: tip
```text
Context name: AOMIC_generate_sidecar
@@ -1996,9 +2024,8 @@ Context name: summarize_hed_tags
Context type: hed_tag_summary
Context filename: summarize_hed_tags
-Summary details:
-
-Dataset: Total events=6 Total files=1
+Overall summary:
+Dataset: Total events=1200 Total1 file=6
Main tags[events,files]:
Sensory events:
Sensory-presentation[6,1] Visual-presentation[6,1] Auditory-presentation[3,1]
@@ -2010,17 +2037,18 @@ Dataset: Total events=6 Total files=1
Label[6,1] Def[6,1] Delay[3,1]
Individual files:
-
- aomic_sub-0013_excerpt_events.tsv: Type=condition-variable Total events=6
- Main tags[events,files]:
- Sensory events:
- Sensory-presentation[6,1] Visual-presentation[6,1] Auditory-presentation[3,1]
- Agent actions:
- Incorrect-action[2,1] Correct-action[1,1]
- Objects:
- Image[6,1]
- Other tags[events,files]:
- Label[6,1] Def[6,1] Delay[3,1]
+
+aomic_sub-0013_excerpt_events.tsv:
+Total events=6
+ Main tags[events,files]:
+ Sensory events:
+ Sensory-presentation[6,1] Visual-presentation[6,1] Auditory-presentation[3,1]
+ Agent actions:
+ Incorrect-action[2,1] Correct-action[1,1]
+ Objects:
+ Image[6,1]
+ Other tags[events,files]:
+ Label[6,1] Def[6,1] Delay[3,1]
```
````
@@ -2034,6 +2062,13 @@ The sample events file had 6 events, including 1 correct action and 2 incorrect
Since only one file was processed, the information for *Dataset* was
similar to that presented under *Individual files*.
+For a more extensive example, see the
+[**text**](./_static/data/summaries/FacePerception_hed_tag_summary.txt)
+and [**JSON**](./_static/data/summaries/FacePerception_hed_tag_summary.json)
+format summaries of the sample dataset
+[**ds003645s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003645s_hed)
+using the [**summarize_hed_tags_rmdl.json**](./static/data/summaries/summarize_hed_tags_rmdl.json)
+remodeling file.
(summarize-hed-type-anchor)=
### Summarize HED type
@@ -2095,24 +2130,22 @@ Context name: AOMIC_condition_variables
Context type: hed_type_summary
Context filename: AOMIC_condition_variables
-Summary details:
+Overall summary:
-Dataset: Type=condition-variable Total events=6 Total files=1
- image-sex:
- Files:['aomic_sub-0013_excerpt_events.tsv']
- Events: 6 out of 6 total events in 1 files
- Levels[Events,Files]: [Tags]
- female-image-cond [4,1]: ['Female', 'Image', 'Face']
- male-image-cond [2,1]: ['Male', 'Image', 'Face']
+Dataset: Type=condition-variable Type values=1 Total events=6 Total files=1
+ image-sex: 2 levels in 6 event(s)s out of 6 total events in 1 file(s)
+ female-image-cond [4,1]: ['Female', 'Image', 'Face']
+ male-image-cond [2,1]: ['Male', 'Image', 'Face']
Individual files:
- aomic_sub-0013_excerpt_events.tsv: Type=condition-variable Total events=6
- image-sex:
- Levels:2 Events:6
- Levels[Events,Files]: [Tags]
- female-image-cond [4,1]: ['Female', 'Image', 'Face']
- male-image-cond [2,1]: ['Male', 'Image', 'Face']
+aomic_sub-0013_excerpt_events.tsv:
+Type=condition-variable Total events=6
+ image-sex: 2 levels in 6 events
+ female-image-cond [4 events, 1 files]:
+ Tags: ['Female', 'Image', 'Face']
+ male-image-cond [2 events, 1 files]:
+ Tags: ['Male', 'Image', 'Face']
```
````
@@ -2122,6 +2155,14 @@ This summary was produced by using `hed_version="8.1.0"` when creating the `disp
and using the [**sample remodel sidecar file**](sample-remodel-sidecar-file-anchor) in the `do_op`.
The sidecar provides the annotations that use the `condition-variable` tag in the summary.
+For a more extensive example, see the
+[**text**](./_static/data/summaries/FacePerception_hed_type_summary.txt)
+and [**JSON**](./_static/data/summaries/FacePerception_hed_type_summary.json)
+format summaries of the sample dataset
+[**ds003645s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003645s_hed)
+using the [**summarize_hed_types_rmdl.json**](./static/data/summaries/summarize_hed_types_rmdl.json)
+remodeling file.
+
(summarize-hed-validation-anchor)=
### Summarize HED validation
@@ -2151,14 +2192,16 @@ The *summarize_hed_validation* is a HED operation and the calling program must p
and usually a JSON sidecar containing the HED annotations.
The validation process takes place in two stages: first the JSON sidecar is validated.
+This strategy is used because a single error in the JSON sidecar can generate an error message
+for every line in the corresponding data file.
+
If the JSON sidecar has errors (warnings don't count), the validation process is terminated
without validation of the data file and assembled HED annotations.
+
If the JSON sidecar does not have errors,
the validator assembles the annotations for each line in the data files and validates
the assembled HED annotation.
Data file-wide consistency, such as matched onsets and offsets, is also checked.
-This strategy is used because a single error in the JSON sidecar can generate an error message
-for every line in the corresponding data file.
(summarize-hed-validation-example-anchor)=
@@ -2312,7 +2355,7 @@ replaced by `numpy.NaN` values in the incoming dataframe `df`.
The `Dispatcher` class has a static method `prep_data` that does this replacement.
At the end of running all the remodeling operations on a data file `Dispatcher` `run_operations`
method replaces all of the `numpy.NaN` values with `n/a`, the value expected by BIDS.
-This operation is performed by the `Dispatcher` static method `post_proc_data`. replaces
+This operation is performed by the `Dispatcher` static method `post_proc_data`.
(the-do_op-for summarization-anchor)=
### The do_op for summarization
@@ -2378,5 +2421,5 @@ The `BaseContext` provides universal methods for converting this summary to JSON
get_summary_details(self, verbose=True)
```
````
-The operation associated with this instance of it associated with a given informat
+The operation associated with this instance of it associated with a given format
implementation
\ No newline at end of file
diff --git a/docs/source/HedConditionsAndDesignMatrices.md b/docs/source/HedConditionsAndDesignMatrices.md
index c35a549..72e4b4c 100644
--- a/docs/source/HedConditionsAndDesignMatrices.md
+++ b/docs/source/HedConditionsAndDesignMatrices.md
@@ -283,7 +283,7 @@ as `Task` can be summarized and used as factor vectors in a way similar to *Cond
In this section, we look at a more complicated example based on the Wakeman-Henson face-processing dataset.
This dataset, which is available on [OpenNeuro](https://openneuro.org) under accession number
-ds003654, was used in as a case study on HED annotation described in the
+ds003645, was used in as a case study on HED annotation described in the
[Capturing the nature of events paper](https://www.sciencedirect.com/science/article/pii/S1053811921010387).
The experiment is based on a 3 x 3 x 2 experimental design: face type x repetition status x key choice.
diff --git a/docs/source/HedMatlabTools.md b/docs/source/HedMatlabTools.md
index 30ecd4b..2cf7474 100644
--- a/docs/source/HedMatlabTools.md
+++ b/docs/source/HedMatlabTools.md
@@ -175,7 +175,7 @@ versions available in the
`````{admonition} Create a request for the sidecar_validate web service.
:class: tip
```matlab
-jsonText = fileread('../../../datasets/eeg_ds003654s_hed/task-FacePerception_events.json');
+jsonText = fileread('../../../datasets/eeg_ds003645s_hed/task-FacePerception_events.json');
request = struct('service', 'sidecar_validate', ...
'schema_version', '8.0.0', ...
'json_string', jsonText, ...
@@ -720,7 +720,7 @@ function issueString = validateHedInBids(dataPath)
Example MATLAB calling code for this function:
```matlab
-dataPath = 'H:\datasets\eeg_ds003654s_hed';
+dataPath = 'H:\datasets\eeg_ds003645s_hed';
issueString = validateHedInBids(dataPath);
if isempty(issueString)
fprintf('Dataset %s has no HED validation errors\n', dataPath);
@@ -730,8 +730,8 @@ end
```
````
-In above example assumes that the BIDS dataset was located at `H:\datasets\eeg_ds003654s_hed`.
-We tested it with the [**eeg_ds003654s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003654s_hed) available on GitHub.
+In above example assumes that the BIDS dataset was located at `H:\datasets\eeg_ds003645s_hed`.
+We tested it with the [**eeg_ds003645s_hed**](https://github.com/hed-standard/hed-examples/tree/main/datasets/eeg_ds003645s_hed) available on GitHub.
You can download and use this test data or set `dataPath` to the root directory of your own dataset.
diff --git a/docs/source/HedRepositoryDatasets.md b/docs/source/HedRepositoryDatasets.md
index cbca904..fcddb40 100644
--- a/docs/source/HedRepositoryDatasets.md
+++ b/docs/source/HedRepositoryDatasets.md
@@ -4,5 +4,5 @@
| Dataset | Description |
| ----------------- | ------------|
-| [eeg_ds003654s_hed](eeg_ds003654s_hed)| Short-form tags with definitions. |
-| [eeg_ds003654s_hed_inheritance](eeg_ds003654s_hed_inheritance) | Multiple sidecars with inheritance. |
+| [eeg_ds003645s_hed](eeg_ds003645s_hed)| Short-form tags with definitions. |
+| [eeg_ds003645s_hed_inheritance](eeg_ds003645s_hed_inheritance) | Multiple sidecars with inheritance. |
diff --git a/docs/source/HedSearchGuide.md b/docs/source/HedSearchGuide.md
index 782ffb8..553242c 100644
--- a/docs/source/HedSearchGuide.md
+++ b/docs/source/HedSearchGuide.md
@@ -1,22 +1,197 @@
# HED search guide
-