From 3f76b33d2e87d746309d4e74d550578646006fe1 Mon Sep 17 00:00:00 2001
From: Kay Robbins <1189050+VisLab@users.noreply.github.com>
Date: Wed, 15 Nov 2023 11:39:09 -0600
Subject: [PATCH] Corrected all datasets in examples to validate properly

---
 .../dataset_description.json                  |    46 +-
 ...-01_task-DriveRandomSound_run-1_events.tsv |     9 +-
 ...-01_task-DriveRandomSound_run-2_events.tsv |    68 +-
 ...-01_task-DriveRandomSound_run-1_events.tsv |    16 +-
 ...-01_task-DriveRandomSound_run-2_events.tsv |     3 +-
 .../task-DriveRandomSound_events.json         |    94 +-
 .../dataset_description.json                  |     1 +
 ...-01_ses-01_task-GuardDuty_run-1_events.tsv |   221 -
 ...-02_ses-01_task-GuardDuty_run-1_events.tsv |   207 -
 .../task-GuardDuty_events.json                |    72 +-
 datasets/eeg_rsvp_base_hed/.bidsignore        |     4 -
 datasets/eeg_rsvp_base_hed/CHANGES            |     2 -
 datasets/eeg_rsvp_base_hed/README             |    26 -
 .../code/channelsOriginal.json                |     1 -
 .../eeg_rsvp_base_hed/code/samplingRates.tsv  |    32 -
 .../code/task-RSVPRestBlink_events.json       |   202 -
 .../task-RSVPRestBlink_hed_spreadsheet.tsv    |    74 -
 .../dataset_description.json                  |    20 -
 datasets/eeg_rsvp_base_hed/participants.json  |    11 -
 datasets/eeg_rsvp_base_hed/participants.tsv   |     3 -
 ...s-01_task-RSVPRestBlink_run-1_channels.tsv |   263 -
 ..._task-RSVPRestBlink_run-1_coordsystem.json |     1 -
 ...01_ses-01_task-RSVPRestBlink_run-1_eeg.set |     0
 ...ses-01_task-RSVPRestBlink_run-1_events.tsv | 19434 ---------------
 .../sub-01/ses-01/sub-01_ses-01_scans.json    |     8 -
 .../sub-01/ses-01/sub-01_ses-01_scans.tsv     |     2 -
 .../sub-01/sub-01_sessions.json               |    25 -
 .../sub-01/sub-01_sessions.tsv                |     2 -
 ...s-01_task-RSVPRestBlink_run-1_channels.tsv |   263 -
 ..._task-RSVPRestBlink_run-1_coordsystem.json |     1 -
 ...02_ses-01_task-RSVPRestBlink_run-1_eeg.set |     0
 ...ses-01_task-RSVPRestBlink_run-1_events.tsv | 19550 ----------------
 .../sub-02/ses-01/sub-02_ses-01_scans.json    |     8 -
 .../sub-02/ses-01/sub-02_ses-01_scans.tsv     |     2 -
 .../sub-02/sub-02_sessions.json               |    25 -
 .../sub-02/sub-02_sessions.tsv                |     2 -
 .../task-RSVPRestBlink_eeg.json               |    15 -
 .../task-RSVPRestBlink_events.json            |   202 -
 .../dataset_description.json                  |     4 +-
 .../task-emomatching_acq-seq_events.json      |    48 +-
 .../task-stopsignal_acq-seq_events.json       |    16 +-
 .../task-workingmemory_acq-seq_events.json    |     4 +
 .../dataset_description.json                  |     4 +-
 .../task-soc21gng_events.json                 |    27 +-
 docs/source/WhatsNew.md                       |     9 +-
 .../bids/extract_json_template.ipynb          |    58 +-
 .../bids/validate_bids_dataset.ipynb          |    59 +-
 .../bids/validate_bids_datasets.ipynb         |    66 +-
 .../data_cleaning/getEventTable.m             |    17 +-
 .../data_cleaning/runEeglabImportEvents.m     |    89 +-
 .../run_bids_dataset_validation.py            |    26 -
 .../run_bids_style_file_validate.py           |    34 -
 .../run_hed_conversion_examples.py            |    70 -
 .../run_hed_files_examples.py                 |   135 -
 .../run_hed_string_examples.py                |    66 -
 .../run_json_validation_and_conversion.py     |    48 -
 .../needs_refactoring/run_validate_schema.py  |    24 -
 .../needs_refactoring/run_wiki2xml.py         |    18 -
 .../needs_refactoring/run_xml2wiki.py         |    16 -
 59 files changed, 328 insertions(+), 41425 deletions(-)
 delete mode 100644 datasets/eeg_rsvp_base_hed/.bidsignore
 delete mode 100644 datasets/eeg_rsvp_base_hed/CHANGES
 delete mode 100644 datasets/eeg_rsvp_base_hed/README
 delete mode 100644 datasets/eeg_rsvp_base_hed/code/channelsOriginal.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/code/samplingRates.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_events.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_hed_spreadsheet.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/dataset_description.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/participants.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/participants.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_channels.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_eeg.set
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_events.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_channels.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_eeg.set
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_events.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.tsv
 delete mode 100644 datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_eeg.json
 delete mode 100644 datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_events.json
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_bids_dataset_validation.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_bids_style_file_validate.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_hed_conversion_examples.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_hed_files_examples.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_hed_string_examples.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_json_validation_and_conversion.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_validate_schema.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_wiki2xml.py
 delete mode 100644 hedcode/python_scripts/needs_refactoring/run_xml2wiki.py

diff --git a/datasets/eeg_ds004105s_hed/dataset_description.json b/datasets/eeg_ds004105s_hed/dataset_description.json
index 766acfe4..87d45ec1 100644
--- a/datasets/eeg_ds004105s_hed/dataset_description.json
+++ b/datasets/eeg_ds004105s_hed/dataset_description.json
@@ -1,22 +1,28 @@
 {
-  "Name": "BCIT Auditory Cueing",
-  "BIDSVersion": "1.7.0",
-  "HEDVersion": "8.0.0",
-  "License": "CC0",
-  "Authors": [
-              "Javier Garcia (data)",
-			  "Justin Brooks (data)",
-			  "Scott Kerick (data)",
-			  "Tony Johnson (data and curation)",
-			  "Tim Mullen (data)",
-			  "Jean Vettel (data)",
-			  "Jonathan Touryan (curation)",
-			  "Kay Robbins (curation)"],
-  "Acknowledgments": "Tony Johnson and Mike Dunkel from DCS Corporation originally curated the data in ESS (EEG Study Schema) format. Kay Robbins, Joe Lambeth and Jonathan Balraj of the University of Texas at San Antonio performed further curation and placed this dataset in BIDS format. The experiments were performed at Teledyne Laboratories (Durham, NC)  under contract with the US Army Research Laboratory. The study was reviewed and approved by the U.S. Army Human Research Protections Office (Protocol ARL 12-040) before the study began.",
-  "HowToAcknowledge": "Garcia, J.O., Brooks, J., Kerick, S., Johnson, T., Mullen, T.R., Vettel, J.M., 2017. Estimating direction in brain-behavior interactions: Proactive and reactive brain states in driving. NeuroImage 150, 239-249, https://doi.org/10.1016/j.neuroimage.2017.02.057.",
-  "Funding": ["This research was sponsored by the Army Research Laboratory and was accomplished under Cooperative Agreement Number W911NF-10-0-0002."],
-  "ReferencesAndLinks": ["Garcia, J.O., Brooks, J., Kerick, S., Johnson, T., Mullen, T.R., Vettel, J.M., 2017. Estimating direction in brain-behavior interactions: Proactive and reactive brain states in driving. NeuroImage 150, 239-249. https://doi.org/10.1016/j.neuroimage.2017.02.057.", 
-  "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies, NeuroImage, p. 116361, https://doi.org/10.1016/j.neuroimage.2019.116361",
-  "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis II: Cognitive aspects of event related features, NeuroImage, p. 116054, https://doi.org/10.1016/j.neuroimage.2019.116054"],
-  "DatasetDOI": "n/a"
+    "Name": "BCIT Auditory Cueing",
+    "BIDSVersion": "1.8.0",
+    "HEDVersion": "8.2.0",
+    "License": "CC0",
+    "Authors": [
+        "Javier Garcia (data)",
+        "Justin Brooks (data)",
+        "Scott Kerick (data)",
+        "Tony Johnson (data and curation)",
+        "Tim Mullen (data)",
+        "Jean Vettel (data)",
+        "Jonathan Touryan (curation)",
+        "Kay Robbins (curation)"
+    ],
+    "Acknowledgments": "Tony Johnson and Mike Dunkel from DCS Corporation originally curated the data in ESS (EEG Study Schema) format. Kay Robbins, Joe Lambeth and Jonathan Balraj of the University of Texas at San Antonio performed further curation and placed this dataset in BIDS format. The experiments were performed at Teledyne Laboratories (Durham, NC)  under contract with the US Army Research Laboratory. The study was reviewed and approved by the U.S. Army Human Research Protections Office (Protocol ARL 12-040) before the study began.",
+    "HowToAcknowledge": "Garcia, J.O., Brooks, J., Kerick, S., Johnson, T., Mullen, T.R., Vettel, J.M., 2017. Estimating direction in brain-behavior interactions: Proactive and reactive brain states in driving. NeuroImage 150, 239-249, https://doi.org/10.1016/j.neuroimage.2017.02.057.",
+    "Funding": [
+        "This research was sponsored by the Army Research Laboratory and was accomplished under Cooperative Agreement Number W911NF-10-0-0002."
+    ],
+	"EthicsApprovals": ["U.S. Army Human Research Protections Office (Protocol ARL 12–040)"],
+    "ReferencesAndLinks": [
+        "Garcia, J.O., Brooks, J., Kerick, S., Johnson, T., Mullen, T.R., Vettel, J.M., 2017. Estimating direction in brain-behavior interactions: Proactive and reactive brain states in driving. NeuroImage 150, 239-249. https://doi.org/10.1016/j.neuroimage.2017.02.057.",
+        "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies, NeuroImage, p. 116361, https://doi.org/10.1016/j.neuroimage.2019.116361",
+        "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis II: Cognitive aspects of event related features, NeuroImage, p. 116054, https://doi.org/10.1016/j.neuroimage.2019.116054"
+    ],
+    "DatasetDOI": "doi:10.18112/openneuro.ds004105.v1.0.0"
 }
\ No newline at end of file
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_events.tsv b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_events.tsv
index e459790f..c0640ccf 100644
--- a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_events.tsv
+++ b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_events.tsv
@@ -2614,8 +2614,7 @@ onset	duration	sample	value
 2391.7802734375	n/a	2449184	2621
 2394.2431640625	n/a	2451706	1321
 2394.3642578125	n/a	2451830	1322
-2394.8984375	n/a	2452377	1131
-2394.8984375	n/a	2452377	1132
+2394.8984375	n/a	2452377	1130
 2400.03125	n/a	2457633	2622
 2400.53515625	n/a	2458149	4220
 2402.078125	n/a	2459729	4210
@@ -2689,8 +2688,7 @@ onset	duration	sample	value
 2473.0380859375	n/a	2532392	2621
 2474.7978515625	n/a	2534194	1321
 2474.9345703125	n/a	2534334	1322
-2475.7451171875	n/a	2535164	1131
-2475.7451171875	n/a	2535164	1132
+2475.7451171875	n/a	2535164	1130
 2480.2685546875	n/a	2539796	1321
 2480.3916015625	n/a	2539922	1322
 2481.2666015625	n/a	2540818	1131
@@ -2717,8 +2715,7 @@ onset	duration	sample	value
 2500.4091796875	n/a	2560420	1322
 2507.5205078125	n/a	2567702	1321
 2507.6572265625	n/a	2567842	1322
-2508.5126953125	n/a	2568718	1131
-2508.5126953125	n/a	2568718	1132
+2508.5126953125	n/a	2568718	1130
 2513.3984375	n/a	2573721	3200
 2513.7919921875	n/a	2574124	2621
 2513.8408203125	n/a	2574174	1321
diff --git a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_events.tsv b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_events.tsv
index 4d75c735..9b0013d5 100644
--- a/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_events.tsv
+++ b/datasets/eeg_ds004105s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-2_events.tsv
@@ -1,8 +1,5 @@
 onset	duration	sample	value
-0.0009765625	n/a	2	1311
-0.0009765625	n/a	2	1312
-0.0009765625	n/a	2	1311
-0.0009765625	n/a	2	1312
+0.0009765625	n/a	2	1310
 1.599609375	n/a	1639	1311
 1.748046875	n/a	1791	1312
 5.23828125	n/a	5365	3111
@@ -1415,8 +1412,7 @@ onset	duration	sample	value
 1301.8271484375	n/a	1333072	4312
 1303.7255859375	n/a	1335016	1111
 1303.759765625	n/a	1335051	1112
-1308.6240234375	n/a	1340032	1111
-1308.6240234375	n/a	1340032	1112
+1308.6240234375	n/a	1340032	1110
 1309.576171875	n/a	1341007	4230
 1310.0986328125	n/a	1341542	4210
 1311.3916015625	n/a	1342866	1311
@@ -2108,8 +2104,7 @@ onset	duration	sample	value
 2028.8720703125	n/a	2077566	1312
 2029.3603515625	n/a	2078066	4210
 2030.6865234375	n/a	2079424	2622
-2030.8076171875	n/a	2079548	1111
-2030.8076171875	n/a	2079548	1112
+2030.8076171875	n/a	2079548	1110
 2032.4150390625	n/a	2081194	1311
 2032.5498046875	n/a	2081332	1312
 2033.9453125	n/a	2082761	1311
@@ -2909,60 +2904,5 @@ onset	duration	sample	value
 2805.2294921875	n/a	2872556	2621
 2807.4208984375	n/a	2874800	1311
 2807.5498046875	n/a	2874932	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1212
-2811.6064453125	n/a	2879086	3112
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
-2811.6064453125	n/a	2879086	1311
-2811.6064453125	n/a	2879086	1312
+2811.6064453125	n/a	2879086	1310
 2811.6064453125	n/a	2879086	2622
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_events.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_events.tsv
index ca2b10b5..9fb9dd75 100644
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_events.tsv
+++ b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-1_events.tsv
@@ -1,8 +1,5 @@
 onset	duration	sample	value
-0.0009765625	n/a	2	1311
-0.0009765625	n/a	2	1312
-0.0009765625	n/a	2	1311
-0.0009765625	n/a	2	1312
+0.0009765625	n/a	2	1310
 2.173828125	n/a	2227	1311
 2.3212890625	n/a	2378	1312
 5.3349609375	n/a	5464	3111
@@ -872,8 +869,7 @@ onset	duration	sample	value
 800.54296875	n/a	819757	1312
 800.7646484375	n/a	819984	4210
 800.8193359375	n/a	820040	4312
-801.7109375	n/a	820953	1111
-801.7109375	n/a	820953	1112
+801.7109375	n/a	820953	1110
 806.0224609375	n/a	825368	3200
 806.4833984375	n/a	825840	2621
 809.48046875	n/a	828909	1121
@@ -2834,15 +2830,9 @@ onset	duration	sample	value
 2745.154296875	n/a	2811039	1312
 2745.224609375	n/a	2811111	4210
 2745.8466796875	n/a	2811748	4312
-2749.6728515625	n/a	2815666	1311
-2749.6728515625	n/a	2815666	1312
-2749.6728515625	n/a	2815666	1311
-2749.6728515625	n/a	2815666	1312
-2749.6728515625	n/a	2815666	1311
+2749.6728515625	n/a	2815666	1310
 2749.6728515625	n/a	2815666	1212
 2749.6728515625	n/a	2815666	3112
-2749.6728515625	n/a	2815666	1312
-2749.6728515625	n/a	2815666	2622
 2751.7109375	n/a	2817753	3200
 2752.228515625	n/a	2818283	2621
 2752.38671875	n/a	2818445	1111
diff --git a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_events.tsv b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_events.tsv
index 4d02c37d..c851749e 100644
--- a/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_events.tsv
+++ b/datasets/eeg_ds004105s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-DriveRandomSound_run-2_events.tsv
@@ -2459,8 +2459,7 @@ onset	duration	sample	value
 2187.23046875	n/a	2239725	2622
 2189.2412109375	n/a	2241784	1321
 2189.3671875	n/a	2241913	1322
-2190.1142578125	n/a	2242678	1141
-2190.1142578125	n/a	2242678	1142
+2190.1142578125	n/a	2242678	1140
 2195.5712890625	n/a	2248266	1321
 2195.6767578125	n/a	2248374	1322
 2196.4677734375	n/a	2249184	1131
diff --git a/datasets/eeg_ds004105s_hed/task-DriveRandomSound_events.json b/datasets/eeg_ds004105s_hed/task-DriveRandomSound_events.json
index b7c41712..da99095f 100644
--- a/datasets/eeg_ds004105s_hed/task-DriveRandomSound_events.json
+++ b/datasets/eeg_ds004105s_hed/task-DriveRandomSound_events.json
@@ -1,54 +1,76 @@
 {
-    "value": {
+    "onset": {
+		"Description": "The time of the event relative to the beginning of the recording",
+		"Units": "s"
+	},
+	"duration": {
+		"Description": "The duration of the event (not applicable for events specified by Onset/Offset.",
+		"Units": "s"
+	},
+	"sample": {
+		"Description": "The sample number of this event (samples start at 1)."
+	},
+	"value": {
+		"Description": "The event codes from the control software.",
         "Levels": {
-            "1111": "Start of left perturbation",
-            "1112": "End of left perturbation",
-            "1121": "Start of right perturbation",
-            "1122": "End of right perturbation",
+			"1110": "Left perturbation no duration - considered a recording error.",
+            "1111": "Start of left perturbation.",
+            "1112": "End of left perturbation.",
+			"1120": "Right perturation no duration - considered a recording error.",
+            "1121": "Start of right perturbation.",
+            "1122": "End of right perturbation.",
+			"1130": "Left perturbation with cue no duration - considered a recording error.",
             "1131": "Start of a left perturbation cued by a sound.",
             "1132": "End of a left perturbation cued by a sound.",
+			"1140": "Right perturbation with cue no duration - considered a recording error.",
             "1141": "Start of a right perturbation cued by a sound.",
             "1142": "End of a right perturbation cued by a sound.",
             "1211": "Start driving car forward.",
             "1212": "End driving car forward.",
+			"1310": "Non-cue tone zero duration - considered a recording error.",
             "1311": "Beginning of non-cue tone instance.",
-            "1312": "Beginning of non-cue tone instance.",
+            "1312": "End of non-cue tone instance.",
             "1321": "Beginning of a cue tone instance.",
             "1322": "End of a cue tone instance.",
-            "2621": "Start showing a 25 MPH sign.",
-            "2622": "End showing a 25 MPH sign.",
-            "3111": "Start of a trial",
-            "3112": "End of a trial",
-            "3200": "All at high-perturbation rate.",
+            "2621": "Start showing a 45 MPH sign.",
+            "2622": "End showing a 45 MPH sign.",
+            "3111": "Start of a trial.",
+            "3112": "End of a trial.",
+            "3200": "All at high-perturbation rate with low visual complexity.",
             "3310": "Scenario is a straight road",
-            "4210": "Vehicle moves into the defined lane of travel from either the left or right side of the lane",
-            "4220": "Vehicle moves right of the defined lane of travel",
-            "4230": "Vehicle moves left of the defined lane of travel",
+            "4210": "Vehicle moves into the defined lane of travel from either the left or right side of the lane.",
+            "4220": "Vehicle moves right of the defined lane of travel.",
+            "4230": "Vehicle moves left of the defined lane of travel.",
             "4311": "Driver starts correcting lane position.",
             "4312": "Driver has completed the lane position correction.",
             "4411": "Vehicle approached within 3 meters of obstacle resulting in near miss."
         },
         "HED": {
+			"1110": "(Experiment-control, Mishap)",
             "1111": "(Def/Left-perturb, Onset)",
             "1112": "(Def/Left-perturb, Offset)",
+			"1120": "(Experiment-control, Mishap)",
             "1121": "(Def/Right-perturb, Onset)",
             "1122": "(Def/Right-perturb, Offset)",
-            "1131": "(Def/Left-perturb, Onset)",
+			"1130": "(Experiment-control, Mishap)",
+            "1131": "(Def/Left-perturb, Onset), Def/Cue-sound",
             "1132": "(Def/Left-perturb, Offset)",
-            "1141": "(Def/Right-perturb, Onset)",
+			"1140": "(Experiment-control, Mishap)",
+            "1141": "(Def/Right-perturb, Onset), Def/Cue-sound",
             "1142": "(Def/Right-perturb, Onset)",
-            "1211": "(Def/Drive-forward, Onset)",
-            "1212": "(Def/Drive-forward, Offset)",
+            "1211": "(Def/Drive-vehicle, (Forward), Onset)",
+            "1212": "(Def/Drive-vehicle, Offset)",
+			"1310":  "(Experiment-control, Mishap)",
             "1311": "(Def/Non-cue-sound, Onset)",
             "1312": "(Def/Non-cue-sound, Offset)",
             "1321": "(Def/Cue-sound, Onset)",
             "1322": "(Def/Cue-sound, Offset)",
-            "2621": "(Def/Show-25mph-sign, Onset)",
-            "2622": "(Def/Show-25mph-sign, Offset)",
+            "2621": "(Def/Show-speed-sign/45, Onset)",
+            "2622": "(Def/Show-speed-sign/45, Offset)",
             "3111": "(Def/Trial-marker, Onset)",
             "3112": "(Def/Trial-marker, Offset)",
-            "3200": "(Def/Tile-change,  (Condition-Variable/High_perturbation_rate, Condition-variable/Low_visual_complexity), Onset)",
-            "3310": "(Paved-terrain, Label/Straight_road)",
+            "3200": "(Def/Tile-change,  (Condition-Variable/High-perturbation-rate, Condition-variable/Low-visual-complexity, Label/Tile0), Onset)",
+            "3310": " (Paved-terrain, Label/Straight_road)",
             "4210": "Agent-action, Experiment-participant, (Operate, (Vehicle, (Within, Lane)))",
             "4220": "Agent-action, Experiment-participant, (Operate, (Vehicle, (To-right-of, Lane)))",
             "4230": "Agent-action, Experiment-participant, (Operate, (Vehicle, (To-left-of, Lane)))",
@@ -57,27 +79,33 @@
             "4411": "Sensory-event, Visual-presentation, Near-miss, (Object, (Close-to, Vehicle))"
         }
     },
-    "bcit_defs": {
+    "hed_defs": {
         "Levels": {
+            "course_correction": "Course correction has been detected because the vehicle has a heading error of more than 5.1566 degrees from the forward direction or the driver is steering away from the perturbation with a steering angle of more than 4 degrees.",
+            "cue_sound": "A sound which is meant to signal the start of a perturbation.",
+            "drive_vehicle": "Drive car.",
+            "driving_scenario": "A driving scenario with other cars or pedestrians in some configuration.",
             "left_perturb": "Perturbation that moves the vehicle to the left via perpendicular force.",
+            "non_cue_sound": "A sound which is not meant to cue the start of a perturbation.",
+            "play_sound_clip": "Play a sound clip.",
+            "press_button": "Participant presses a button",
             "right_perturb": "Perturbation that moves the vehicle to the right via perpendicular force.",
-            "drive_forward": "Drive car in the forward direction.",
-            "show_25mph": "Show a 25 mph road sign.",
+            "show_speed_sign": "A mph road sign of specified speed.",
             "trial_marker": "Data collection for a trial",
-            "non_cue_sound": "A sound which is not meant to cue the start of a perturbation.",
-            "cue_sound": "A sound which is meant to signal the start of a perturbation.",
-            "course_correction": "Course correction has been detected because the vehicle has a heading error of more than 5.1566 degrees from the forward direction or the driver is steering away from the perturbation with a steering angle of more than 4 degrees.",
             "tile_change": "A change of experimental condition with a 2 by 2 design varying visual complexity and perturbation rate."
         },
         "HED": {
+            "course_correction": "(Definition/Course-correction, (Agent-action, Experiment-participant, ((Operate, Label/Drive), (Vehicle, (Towards, Lane)))))",
+            "cue_sound": "(Definition/Cue-sound, (Sensory-event, Auditory-presentation, Sound, (Cue, (Away-from, (Center-of, Lane)))))",
+            "drive_vehicle": "(Definition/Drive-vehicle, (Agent-action, (Human-agent, Experiment-participant), ((Operate, Label/Drive), Car)))",
+            "driving_scenario": "(Definition/Driving-scenario/#, (Label/#, Environmental-property, Road, Outdoors))",
             "left_perturb": "(Definition/Left-perturb, (Experiment-control, Sensory-event, Controller-agent, ((Push, (Car)), (Left-side-of, Lane))))",
+            "non_cue_sound": "(Definition/Non-cue-sound, (Sensory-event, Auditory-presentation, Sound, (Distractor, Non-informative, Random)))",
+            "play_sound_clip": "(Definition/Play-sound-clip/#, (Auditory-presentation, Audio-clip, Label/#))",
+            "press_button": "(Definition/Press-button, (Agent-action, Participant-response, (Experiment-participant, (Press, Push-button))))",
             "right_perturb": "(Definition/Right-perturb, (Experiment-control, Sensory-event, Controller-agent, ((Push, (Car)), (Right-side-of, Lane))))",
-            "drive_forward": "(Definition/Drive-forward, (Agent-action, (Human-agent, Experiment-participant), ((Operate/Drive, (Car)), Forward)))",
-            "show_25mph": "(Definition/Show-25mph-sign, (Sensory-event, Visual-presentation, (Navigational-object/Road-sign, Label/25_mph)))",
+            "show_speed_sign": "(Definition/Show-speed-sign/#, (Sensory-event, Visual-presentation, ((Navigational-object, Label/Road-sign), Speed/# mph)))",
             "trial_marker": "(Definition/Trial-marker, (Experiment-structure, Experimental-trial))",
-            "non_cue_sound": "(Definition/Non-cue-sound, (Sensory-event, Auditory-presentation, Sound, Distractor, Non-informative, Random))",
-            "cue_sound": "(Definition/Cue-sound, (Sensory-event, Auditory-presentation, Sound, Cue, (Away-from, (Center-of, Lane))))",
-            "course_correction": "(Definition/Course-correction, (Agent-action, Experiment-participant, (Operate, (Vehicle, (Towards, Lane)))))",
             "tile_change": "(Definition/Tile-change, (Experiment-structure, (Environmental-property, Terrain), (Experimental-stimulus, Temporal-rate)))"
         }
     }
diff --git a/datasets/eeg_ds004106s_hed/dataset_description.json b/datasets/eeg_ds004106s_hed/dataset_description.json
index 3ff689d0..aa77c447 100644
--- a/datasets/eeg_ds004106s_hed/dataset_description.json
+++ b/datasets/eeg_ds004106s_hed/dataset_description.json
@@ -13,6 +13,7 @@
 			  "Kay Robbins (curation)"],
   "Acknowledgments": "Tony Johnson and Mike Dunkel from DCS Corporation originally curated the data in ESS (EEG Study Schema) format. Kay Robbins, Joe Lambeth and Jonathan Balraj placed this dataset in BIDS format. The experiments were performed at SAIC (Louisville, CO) under contract with the US Army Research Laboratory. The study was reviewed and approved by the U.S. Army Human Research Protections Office (Protocol ARL 12-041) before the study began.",
   "HowToAcknowledge": "Touryan, J., Lance, B.J., Kerick, S.E., Ries, A.J., McDowell, K., 2016. Common EEG features for behavioral estimation in disparate, real-world tasks. Biol. Psychol. 114, 93–107 https://doi.org/10.1016/j.biopsycho.2015.12.009",
+  "EthicsApprovals": ["U.S. Army Human Research Protections Office (Protocol ARL 12–040)"],  
   "Funding": ["This research was sponsored by the Army Research Laboratory and was accomplished under Cooperative Agreement Number W911NF-10-0-0002."],
   "ReferencesAndLinks": [
   "Touryan, J., Lance, B.J., Kerick, S.E., Ries, A.J., McDowell, K., 2016. Common EEG features for behavioral estimation in disparate, real-world tasks. Biol. Psychol. 114, 93–107 https://doi.org/10.1016/j.biopsycho.2015.12.009",
diff --git a/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_events.tsv b/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_events.tsv
index d07e2501..8b371f91 100644
--- a/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_events.tsv
+++ b/datasets/eeg_ds004106s_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-GuardDuty_run-1_events.tsv
@@ -3,10 +3,8 @@ onset	duration	sample	value	gid
 44.546875	n/a	45617	1251	0
 44.546875	n/a	45617	1311	1086
 57.8662109375	n/a	59256	2110	0
-59.505859375	n/a	60935	1312	1086
 59.505859375	n/a	60935	1311	1171
 79.5068359375	n/a	81416	2120	0
-99.5029296875	n/a	101892	1312	1171
 99.5029296875	n/a	101892	1311	1199
 106.9970703125	n/a	109566	2120	0
 115.0888671875	n/a	117852	1312	1199
@@ -15,7 +13,6 @@ onset	duration	sample	value	gid
 130.630859375	n/a	133767	1322	4007
 130.630859375	n/a	133767	1311	1099
 140.2353515625	n/a	143602	2120	0
-143.568359375	n/a	147015	1312	1099
 143.568359375	n/a	147015	1311	1088
 150.7255859375	n/a	154344	2120	0
 197.6484375	n/a	202393	1312	1088
@@ -24,7 +21,6 @@ onset	duration	sample	value	gid
 210.5986328125	n/a	215654	1352	4051
 210.5986328125	n/a	215654	1311	1240
 218.072265625	n/a	223307	2120	0
-221.3154296875	n/a	226628	1312	1240
 221.3154296875	n/a	226628	1311	1046
 228.25390625	n/a	233733	2120	0
 230.7021484375	n/a	236240	1312	1046
@@ -33,7 +29,6 @@ onset	duration	sample	value	gid
 240.2236328125	n/a	245990	1332	4029
 240.2236328125	n/a	245990	1311	1224
 245.84765625	n/a	251749	2120	0
-247.9384765625	n/a	253890	1312	1224
 247.9384765625	n/a	253890	1311	1163
 249.9033203125	n/a	255902	2120	0
 252.0732421875	n/a	258124	1312	1163
@@ -51,28 +46,20 @@ onset	duration	sample	value	gid
 271.1318359375	n/a	277640	1332	4025
 271.1318359375	n/a	277640	1311	1247
 275.201171875	n/a	281807	2120	0
-277.544921875	n/a	284207	1312	1247
 277.544921875	n/a	284207	1311	1067
 278.6884765625	n/a	285378	2120	0
-280.4951171875	n/a	287228	1312	1067
 280.4951171875	n/a	287228	1311	1211
 281.568359375	n/a	288327	2120	0
-283.462890625	n/a	290267	1312	1211
 283.462890625	n/a	290267	1311	1147
 284.3017578125	n/a	291126	2120	0
-286.3134765625	n/a	293186	1312	1147
 286.3134765625	n/a	293186	1311	1130
 287.2861328125	n/a	294182	2120	0
-289.0	n/a	295937	1312	1130
 289.0	n/a	295937	1311	1056
 289.8935546875	n/a	296852	2120	0
-291.685546875	n/a	298687	1312	1056
 291.685546875	n/a	298687	1311	1170
 292.3017578125	n/a	299318	2120	0
-293.9775390625	n/a	301034	1312	1170
 293.9775390625	n/a	301034	1311	1012
 294.95703125	n/a	302037	2120	0
-296.6533203125	n/a	303774	1312	1012
 296.6533203125	n/a	303774	1311	1104
 301.1015625	n/a	308329	2110	0
 301.6953125	n/a	308937	1312	1104
@@ -81,7 +68,6 @@ onset	duration	sample	value	gid
 306.7607421875	n/a	314124	1362	4049
 306.7607421875	n/a	314124	1311	1077
 313.62890625	n/a	321157	2110	0
-314.203125	n/a	321745	1312	1077
 314.203125	n/a	321745	1311	1023
 323.8125	n/a	331585	2120	0
 326.8642578125	n/a	334710	1312	1023
@@ -89,7 +75,6 @@ onset	duration	sample	value	gid
 346.263671875	n/a	354575	1211	0
 346.263671875	n/a	354575	1311	1165
 352.9716796875	n/a	361444	2110	0
-394.28125	n/a	403745	1312	1165
 394.28125	n/a	403745	1311	1074
 399.7294921875	n/a	409324	2110	0
 417.4033203125	n/a	427422	1312	1074
@@ -107,19 +92,14 @@ onset	duration	sample	value	gid
 502.5439453125	n/a	514606	1332	4031
 502.5439453125	n/a	514606	1311	1152
 508.6083984375	n/a	520816	2110	0
-509.2138671875	n/a	521436	1312	1152
 509.2138671875	n/a	521436	1311	1233
 513.94921875	n/a	526285	2110	0
-514.5302734375	n/a	526880	1312	1233
 514.5302734375	n/a	526880	1311	1011
 524.1884765625	n/a	536770	2110	0
-524.79296875	n/a	537389	1312	1011
 524.79296875	n/a	537389	1311	1219
 532.1083984375	n/a	544880	2110	0
-532.6796875	n/a	545465	1312	1219
 532.6796875	n/a	545465	1311	1047
 539.4921875	n/a	552441	2110	0
-540.09765625	n/a	553061	1312	1047
 540.09765625	n/a	553061	1311	1101
 545.0283203125	n/a	558110	2110	0
 545.619140625	n/a	558715	1312	1101
@@ -128,25 +108,18 @@ onset	duration	sample	value	gid
 551.7822265625	n/a	565026	1362	4048
 551.7822265625	n/a	565026	1311	1095
 558.083984375	n/a	571479	2110	0
-558.6611328125	n/a	572070	1312	1095
 558.6611328125	n/a	572070	1311	1238
 564.677734375	n/a	578231	2110	0
-565.2666015625	n/a	578834	1312	1238
 565.2666015625	n/a	578834	1311	1093
 570.0830078125	n/a	583766	2110	0
-570.677734375	n/a	584375	1312	1093
 570.677734375	n/a	584375	1311	1144
 575.38671875	n/a	589197	2110	0
-575.9609375	n/a	589785	1312	1144
 575.9609375	n/a	589785	1311	1004
 579.73828125	n/a	593653	2110	0
-580.310546875	n/a	594239	1312	1004
 580.310546875	n/a	594239	1311	1033
 584.6904296875	n/a	598724	2110	0
-585.3076171875	n/a	599356	1312	1033
 585.3076171875	n/a	599356	1311	1253
 593.2666015625	n/a	607506	2120	0
-599.9970703125	n/a	614398	1312	1253
 599.9970703125	n/a	614398	1311	1070
 605.833984375	n/a	620375	2110	0
 606.404296875	n/a	620959	1312	1070
@@ -166,37 +139,26 @@ onset	duration	sample	value	gid
 706.0068359375	n/a	722952	1221	0
 706.0068359375	n/a	722952	1311	1175
 713.197265625	n/a	730315	2110	0
-713.8212890625	n/a	730954	1312	1175
 713.8212890625	n/a	730954	1311	1160
 722.4453125	n/a	739785	2110	0
-723.0380859375	n/a	740392	1312	1160
 723.0380859375	n/a	740392	1311	1205
 727.7294921875	n/a	745196	2110	0
-728.3017578125	n/a	745782	1312	1205
 728.3017578125	n/a	745782	1311	1018
 733.037109375	n/a	750631	2110	0
-733.6572265625	n/a	751266	1312	1018
 733.6572265625	n/a	751266	1311	1155
 738.8525390625	n/a	756586	2110	0
-798.0322265625	n/a	817186	1312	1155
 798.0322265625	n/a	817186	1311	1087
 803.2978515625	n/a	822578	2110	0
-803.8974609375	n/a	823192	1312	1087
 803.8974609375	n/a	823192	1311	1135
 808.482421875	n/a	827887	2110	0
-809.0888671875	n/a	828508	1312	1135
 809.0888671875	n/a	828508	1311	1222
 813.9541015625	n/a	833490	2110	0
-814.546875	n/a	834097	1312	1222
 814.546875	n/a	834097	1311	1181
 820.7294921875	n/a	840428	2110	0
-821.3359375	n/a	841049	1312	1181
 821.3359375	n/a	841049	1311	1249
 825.5859375	n/a	845401	2110	0
-826.1875	n/a	846017	1312	1249
 826.1875	n/a	846017	1311	1186
 832.60546875	n/a	852589	2110	0
-833.2021484375	n/a	853200	1312	1186
 833.2021484375	n/a	853200	1311	1221
 842.4970703125	n/a	862718	2110	0
 843.0908203125	n/a	863326	1312	1221
@@ -211,31 +173,22 @@ onset	duration	sample	value	gid
 868.474609375	n/a	889319	1332	4034
 868.474609375	n/a	889319	1311	1030
 877.6015625	n/a	898665	2110	0
-878.1953125	n/a	899273	1312	1030
 878.1953125	n/a	899273	1311	1239
 882.53515625	n/a	903717	2110	0
-883.1162109375	n/a	904312	1312	1239
 883.1162109375	n/a	904312	1311	1184
 886.943359375	n/a	908231	2110	0
-887.5341796875	n/a	908836	1312	1184
 887.5341796875	n/a	908836	1311	1214
 893.0224609375	n/a	914456	2110	0
-893.5947265625	n/a	915042	1312	1214
 893.5947265625	n/a	915042	1311	1006
 898.0224609375	n/a	919576	2110	0
-898.611328125	n/a	920179	1312	1006
 898.611328125	n/a	920179	1311	1246
 906.7607421875	n/a	928524	2110	0
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 907.357421875	n/a	929135	1311	1189
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 924.2294921875	n/a	946412	2110	0
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 936.1435546875	n/a	958612	1312	1081
@@ -261,10 +214,8 @@ onset	duration	sample	value	gid
 985.7314453125	n/a	1009390	1322	4001
 985.7314453125	n/a	1009390	1311	1053
 990.3076171875	n/a	1014076	2110	0
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 999.3232421875	n/a	1023308	2110	0
 999.9140625	n/a	1023913	1312	1164
@@ -279,7 +230,6 @@ onset	duration	sample	value	gid
 1014.0478515625	n/a	1038386	1352	4053
 1014.0478515625	n/a	1038386	1311	1140
 1017.5859375	n/a	1042009	2110	0
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 1018.1640625	n/a	1042601	1311	1191
 1021.7138671875	n/a	1046236	2110	0
 1022.2880859375	n/a	1046824	1312	1191
@@ -288,34 +238,24 @@ onset	duration	sample	value	gid
 1028.0810546875	n/a	1052756	1322	4011
 1028.0810546875	n/a	1052756	1311	1254
 1032.609375	n/a	1057393	2110	0
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 1033.18359375	n/a	1057981	1311	1001
 1037.244140625	n/a	1062139	2110	0
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 1086.69140625	n/a	1112773	1312	1021
@@ -324,7 +264,6 @@ onset	duration	sample	value	gid
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 1097.765625	n/a	1124113	1311	1038
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 1109.6064453125	n/a	1136238	2110	0
 1110.17578125	n/a	1136821	1312	1217
@@ -333,7 +272,6 @@ onset	duration	sample	value	gid
 1115.8037109375	n/a	1142584	1322	4000
 1115.8037109375	n/a	1142584	1311	1106
 1121.9365234375	n/a	1148864	2110	0
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 1127.8056640625	n/a	1154874	2110	0
 1128.3798828125	n/a	1155462	1312	1094
@@ -342,10 +280,8 @@ onset	duration	sample	value	gid
 1133.1064453125	n/a	1160302	1332	4027
 1133.1064453125	n/a	1160302	1311	1032
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 1143.54296875	n/a	1170989	2110	0
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 1149.541015625	n/a	1177131	2110	0
 1150.1171875	n/a	1177721	1312	1025
@@ -354,25 +290,18 @@ onset	duration	sample	value	gid
 1159.029296875	n/a	1186847	1332	4023
 1159.029296875	n/a	1186847	1311	1008
 1163.7646484375	n/a	1191696	2110	0
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 1255.62109375	n/a	1285757	1312	1048
@@ -386,7 +315,6 @@ onset	duration	sample	value	gid
 1355.103515625	n/a	1387627	1342	4038
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 1372.4130859375	n/a	1405352	1312	1166
@@ -395,7 +323,6 @@ onset	duration	sample	value	gid
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@@ -404,52 +331,36 @@ onset	duration	sample	value	gid
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@@ -458,7 +369,6 @@ onset	duration	sample	value	gid
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@@ -467,22 +377,16 @@ onset	duration	sample	value	gid
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@@ -501,10 +405,8 @@ onset	duration	sample	value	gid
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@@ -513,28 +415,20 @@ onset	duration	sample	value	gid
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@@ -546,7 +440,6 @@ onset	duration	sample	value	gid
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@@ -561,19 +454,14 @@ onset	duration	sample	value	gid
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@@ -582,25 +470,18 @@ onset	duration	sample	value	gid
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@@ -608,7 +489,6 @@ onset	duration	sample	value	gid
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 1998.189453125	n/a	2046147	2110	0
 2002.0478515625	n/a	2050098	1312	1034
@@ -617,10 +497,8 @@ onset	duration	sample	value	gid
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@@ -629,7 +507,6 @@ onset	duration	sample	value	gid
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@@ -638,34 +515,24 @@ onset	duration	sample	value	gid
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@@ -674,13 +541,10 @@ onset	duration	sample	value	gid
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@@ -689,7 +553,6 @@ onset	duration	sample	value	gid
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@@ -701,16 +564,12 @@ onset	duration	sample	value	gid
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 2260.6826171875	n/a	2314940	2110	0
 2261.603515625	n/a	2315883	1312	1000
@@ -718,13 +577,10 @@ onset	duration	sample	value	gid
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@@ -733,31 +589,22 @@ onset	duration	sample	value	gid
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@@ -772,22 +619,16 @@ onset	duration	sample	value	gid
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@@ -796,25 +637,18 @@ onset	duration	sample	value	gid
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@@ -823,13 +657,10 @@ onset	duration	sample	value	gid
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@@ -837,67 +668,46 @@ onset	duration	sample	value	gid
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@@ -906,13 +716,10 @@ onset	duration	sample	value	gid
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@@ -921,13 +728,10 @@ onset	duration	sample	value	gid
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@@ -936,13 +740,10 @@ onset	duration	sample	value	gid
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@@ -956,13 +757,10 @@ onset	duration	sample	value	gid
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@@ -971,7 +769,6 @@ onset	duration	sample	value	gid
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@@ -980,7 +777,6 @@ onset	duration	sample	value	gid
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@@ -989,7 +785,6 @@ onset	duration	sample	value	gid
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@@ -1007,28 +802,20 @@ onset	duration	sample	value	gid
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@@ -1037,13 +824,10 @@ onset	duration	sample	value	gid
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@@ -1061,19 +845,14 @@ onset	duration	sample	value	gid
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 3139.4658203125	n/a	3214814	2110	0
-3163.935546875	n/a	3239871	1312	1219
 3163.935546875	n/a	3239871	1311	1047
 3168.80859375	n/a	3244861	2110	0
-3169.4052734375	n/a	3245472	1312	1047
 3169.4052734375	n/a	3245472	1311	1101
 3173.3603515625	n/a	3249522	2110	0
 3174.216796875	n/a	3250399	1312	1101
diff --git a/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_events.tsv b/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_events.tsv
index 3403308a..57e6edc3 100644
--- a/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_events.tsv
+++ b/datasets/eeg_ds004106s_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-GuardDuty_run-1_events.tsv
@@ -6,16 +6,12 @@ onset	duration	sample	value	gid
 23.470703125	n/a	24035	1322	4017
 23.470703125	n/a	24035	1311	1142
 36.4619140625	n/a	37338	2110	0
-37.03125	n/a	37921	1312	1142
 37.03125	n/a	37921	1311	1031
 48.60546875	n/a	49773	2110	0
-49.1796875	n/a	50361	1312	1031
 49.1796875	n/a	50361	1311	1067
 62.64453125	n/a	64149	2110	0
-63.2197265625	n/a	64738	1312	1067
 63.2197265625	n/a	64738	1311	1082
 71.2548828125	n/a	72966	2110	0
-71.828125	n/a	73553	1312	1082
 71.828125	n/a	73553	1311	1099
 79.4921875	n/a	81401	2110	0
 80.0654296875	n/a	81988	1312	1099
@@ -24,25 +20,18 @@ onset	duration	sample	value	gid
 88.861328125	n/a	90995	1352	4053
 88.861328125	n/a	90995	1311	1044
 102.9814453125	n/a	105454	2110	0
-103.5556640625	n/a	106042	1312	1044
 103.5556640625	n/a	106042	1311	1005
 118.3623046875	n/a	121204	2110	0
-118.935546875	n/a	121791	1312	1005
 118.935546875	n/a	121791	1311	1069
 129.810546875	n/a	132927	2110	0
-130.376953125	n/a	133507	1312	1069
 130.376953125	n/a	133507	1311	1137
 138.2978515625	n/a	141618	2110	0
-138.87109375	n/a	142205	1312	1137
 138.87109375	n/a	142205	1311	1084
 144.5458984375	n/a	148016	2110	0
-145.1162109375	n/a	148600	1312	1084
 145.1162109375	n/a	148600	1311	1059
 155.6650390625	n/a	159402	2110	0
-156.236328125	n/a	159987	1312	1059
 156.236328125	n/a	159987	1311	1143
 167.640625	n/a	171665	2110	0
-168.20703125	n/a	172245	1312	1143
 168.20703125	n/a	172245	1311	1115
 176.9599609375	n/a	181208	2110	0
 177.5322265625	n/a	181794	1312	1115
@@ -51,7 +40,6 @@ onset	duration	sample	value	gid
 190.5546875	n/a	195129	1322	4004
 190.5546875	n/a	195129	1311	1190
 198.919921875	n/a	203695	2110	0
-199.490234375	n/a	204279	1312	1190
 199.490234375	n/a	204279	1311	1187
 211.8154296875	n/a	216900	2110	0
 212.3896484375	n/a	217488	1312	1187
@@ -60,22 +48,16 @@ onset	duration	sample	value	gid
 220.76953125	n/a	226069	1322	4018
 220.76953125	n/a	226069	1311	1063
 240.771484375	n/a	246551	2120	0
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 241.34375	n/a	247137	1311	1088
 241.5576171875	n/a	247356	2120	0
-246.5205078125	n/a	252438	1312	1088
 246.5205078125	n/a	252438	1311	1068
 253.29296875	n/a	259373	2110	0
-253.8681640625	n/a	259962	1312	1068
 253.8681640625	n/a	259962	1311	1133
 264.5966796875	n/a	270948	2110	0
-265.1689453125	n/a	271534	1312	1133
 265.1689453125	n/a	271534	1311	1205
 273.5322265625	n/a	280098	2110	0
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 274.1064453125	n/a	280686	1311	1181
 284.4921875	n/a	291321	2120	0
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 289.630859375	n/a	296583	1311	1152
 297.8994140625	n/a	305050	2110	0
 298.46875	n/a	305633	1312	1152
@@ -95,28 +77,20 @@ onset	duration	sample	value	gid
 397.3623046875	n/a	406900	1342	4040
 397.3623046875	n/a	406900	1311	1203
 409.015625	n/a	418833	2110	0
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 414.3349609375	n/a	424280	2110	0
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 422.1748046875	n/a	432308	2110	0
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 432.6787109375	n/a	443064	2110	0
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 433.24609375	n/a	443645	1311	1171
 438.88671875	n/a	449421	2110	0
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 439.458984375	n/a	450007	1311	1139
 443.7578125	n/a	454409	2110	0
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 444.3291015625	n/a	454994	1311	1255
 449.3359375	n/a	460121	2110	0
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 449.9091796875	n/a	460708	1311	1194
 459.2861328125	n/a	470310	2110	0
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 459.8544921875	n/a	470892	1311	1053
 468.0078125	n/a	479241	2110	0
 468.580078125	n/a	479827	1312	1053
@@ -125,13 +99,10 @@ onset	duration	sample	value	gid
 477.5126953125	n/a	488974	1362	4049
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 484.0205078125	n/a	495638	2110	0
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 490.0361328125	n/a	501798	2110	0
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 496.99609375	n/a	508925	2110	0
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 502.4443359375	n/a	514504	2110	0
 503.0146484375	n/a	515088	1312	1174
@@ -140,40 +111,28 @@ onset	duration	sample	value	gid
 515.814453125	n/a	528195	1322	4001
 515.814453125	n/a	528195	1311	1074
 524.93359375	n/a	537533	2110	0
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 626.8310546875	n/a	641876	2110	0
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@@ -181,10 +140,8 @@ onset	duration	sample	value	gid
 693.38671875	n/a	710029	1251	0
 693.38671875	n/a	710029	1311	1204
 700.8369140625	n/a	717658	2110	0
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 719.771484375	n/a	737047	2110	0
 720.341796875	n/a	737631	1312	1243
@@ -193,19 +150,14 @@ onset	duration	sample	value	gid
 729.0244140625	n/a	746522	1322	4008
 729.0244140625	n/a	746522	1311	1034
 739.947265625	n/a	757707	2110	0
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 785.0009765625	n/a	803842	2110	0
 785.572265625	n/a	804427	1312	1244
@@ -220,16 +172,12 @@ onset	duration	sample	value	gid
 827.98046875	n/a	847853	1332	4025
 827.98046875	n/a	847853	1311	1002
 833.87109375	n/a	853885	2110	0
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 834.4443359375	n/a	854472	1311	1007
 840.4501953125	n/a	860622	2110	0
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 841.021484375	n/a	861207	1311	1169
 846.7265625	n/a	867049	2110	0
-847.298828125	n/a	867635	1312	1169
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 853.623046875	n/a	874111	2110	0
-854.1962890625	n/a	874698	1312	1086
 854.1962890625	n/a	874698	1311	1107
 860.2568359375	n/a	880904	2110	0
 860.8291015625	n/a	881490	1312	1107
@@ -238,7 +186,6 @@ onset	duration	sample	value	gid
 875.298828125	n/a	896307	1352	4051
 875.298828125	n/a	896307	1311	1147
 881.91015625	n/a	903077	2110	0
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 882.4814453125	n/a	903662	1311	1016
 887.599609375	n/a	908903	2110	0
 888.1728515625	n/a	909490	1312	1016
@@ -253,13 +200,10 @@ onset	duration	sample	value	gid
 910.3759765625	n/a	932226	1352	4054
 910.3759765625	n/a	932226	1311	1151
 916.1884765625	n/a	938178	2110	0
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 916.7607421875	n/a	938764	1311	1130
 922.822265625	n/a	944971	2110	0
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 936.2275390625	n/a	958698	2110	0
 936.9130859375	n/a	959400	1312	1240
@@ -267,16 +211,12 @@ onset	duration	sample	value	gid
 962.939453125	n/a	986051	1221	0
 962.939453125	n/a	986051	1311	1185
 972.5625	n/a	995905	2110	0
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 1021.14453125	n/a	1045653	2110	0
 1021.7138671875	n/a	1046236	1312	1096
@@ -285,16 +225,12 @@ onset	duration	sample	value	gid
 1033.7939453125	n/a	1058606	1332	4032
 1033.7939453125	n/a	1058606	1311	1081
 1040.6552734375	n/a	1065632	2110	0
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 1068.56640625	n/a	1094213	2110	0
 1069.138671875	n/a	1094799	1312	1197
@@ -303,46 +239,32 @@ onset	duration	sample	value	gid
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@@ -351,7 +273,6 @@ onset	duration	sample	value	gid
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 1226.3369140625	n/a	1255770	1312	1123
@@ -360,7 +281,6 @@ onset	duration	sample	value	gid
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 1250.0380859375	n/a	1280040	1312	1046
@@ -371,28 +291,20 @@ onset	duration	sample	value	gid
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@@ -407,28 +319,20 @@ onset	duration	sample	value	gid
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@@ -441,70 +345,50 @@ onset	duration	sample	value	gid
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@@ -513,13 +397,10 @@ onset	duration	sample	value	gid
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 1903.7265625	n/a	1949417	2110	0
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@@ -539,7 +420,6 @@ onset	duration	sample	value	gid
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 1963.8447265625	n/a	2010978	2110	0
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@@ -563,64 +443,46 @@ onset	duration	sample	value	gid
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@@ -629,10 +491,8 @@ onset	duration	sample	value	gid
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@@ -656,25 +516,18 @@ onset	duration	sample	value	gid
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@@ -688,13 +541,10 @@ onset	duration	sample	value	gid
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@@ -703,7 +553,6 @@ onset	duration	sample	value	gid
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@@ -712,7 +561,6 @@ onset	duration	sample	value	gid
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@@ -721,10 +569,8 @@ onset	duration	sample	value	gid
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@@ -736,28 +582,20 @@ onset	duration	sample	value	gid
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@@ -775,7 +613,6 @@ onset	duration	sample	value	gid
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@@ -789,13 +626,10 @@ onset	duration	sample	value	gid
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@@ -804,7 +638,6 @@ onset	duration	sample	value	gid
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@@ -816,19 +649,14 @@ onset	duration	sample	value	gid
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@@ -837,40 +665,28 @@ onset	duration	sample	value	gid
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 2789.0556640625	n/a	2855994	1311	1183
 2793.021484375	n/a	2860055	2110	0
-2793.6044921875	n/a	2860652	1312	1183
 2793.6044921875	n/a	2860652	1311	1024
 2797.1015625	n/a	2864233	2110	0
-2801.2060546875	n/a	2868436	1312	1024
 2801.2060546875	n/a	2868436	1311	1087
 2806.4306640625	n/a	2873786	2110	0
-2809.287109375	n/a	2876711	1312	1087
 2809.287109375	n/a	2876711	1311	1132
 2813.244140625	n/a	2880763	2110	0
-2813.82421875	n/a	2881357	1312	1132
 2813.82421875	n/a	2881357	1311	1164
 2818.2998046875	n/a	2885940	2110	0
 2858.267578125	n/a	2926867	1312	1164
@@ -878,7 +694,6 @@ onset	duration	sample	value	gid
 2896.7109375	n/a	2966233	1231	0
 2896.7109375	n/a	2966233	1311	1234
 2901.1611328125	n/a	2970790	2110	0
-2967.6318359375	n/a	3038856	1312	1234
 2967.6318359375	n/a	3038856	1311	1239
 2971.1181640625	n/a	3042426	2110	0
 2971.697265625	n/a	3043019	1312	1239
@@ -887,7 +702,6 @@ onset	duration	sample	value	gid
 2976.0283203125	n/a	3047454	1322	4009
 2976.0283203125	n/a	3047454	1311	1135
 2978.8779296875	n/a	3050372	2110	0
-2979.466796875	n/a	3050975	1312	1135
 2979.466796875	n/a	3050975	1311	1040
 2984.0224609375	n/a	3055640	2110	0
 2988.638671875	n/a	3060367	1312	1040
@@ -899,16 +713,12 @@ onset	duration	sample	value	gid
 3001.9150390625	n/a	3073962	1362	4044
 3001.9150390625	n/a	3073962	1311	1154
 3007.6689453125	n/a	3079854	2110	0
-3008.2451171875	n/a	3080444	1312	1154
 3008.2451171875	n/a	3080444	1311	1050
 3011.892578125	n/a	3084179	2110	0
-3012.4736328125	n/a	3084774	1312	1050
 3012.4736328125	n/a	3084774	1311	1049
 3015.64453125	n/a	3088021	2110	0
-3016.2216796875	n/a	3088612	1312	1049
 3016.2216796875	n/a	3088612	1311	1103
 3020.6689453125	n/a	3093166	2110	0
-3021.2451171875	n/a	3093756	1312	1103
 3021.2451171875	n/a	3093756	1311	1095
 3026.748046875	n/a	3099391	2110	0
 3027.341796875	n/a	3099999	1312	1095
@@ -917,43 +727,30 @@ onset	duration	sample	value	gid
 3031.8544921875	n/a	3104620	1342	4043
 3031.8544921875	n/a	3104620	1311	1241
 3035.404296875	n/a	3108255	2110	0
-3035.984375	n/a	3108849	1312	1241
 3035.984375	n/a	3108849	1311	1140
 3042.603515625	n/a	3115627	2110	0
-3043.185546875	n/a	3116223	1312	1140
 3043.185546875	n/a	3116223	1311	1071
 3046.771484375	n/a	3119895	2110	0
-3047.353515625	n/a	3120491	1312	1071
 3047.353515625	n/a	3120491	1311	1191
 3051.8671875	n/a	3125113	2110	0
-3075.5859375	n/a	3149401	1312	1191
 3075.5859375	n/a	3149401	1311	1246
 3080.39453125	n/a	3154325	2110	0
-3080.970703125	n/a	3154915	1312	1246
 3080.970703125	n/a	3154915	1311	1177
 3086.4736328125	n/a	3160550	2110	0
-3087.0537109375	n/a	3161144	1312	1177
 3087.0537109375	n/a	3161144	1311	1222
 3091.25	n/a	3165441	2110	0
-3091.828125	n/a	3166033	1312	1222
 3091.828125	n/a	3166033	1311	1111
 3096.43359375	n/a	3170749	2110	0
-3097.013671875	n/a	3171343	1312	1111
 3097.013671875	n/a	3171343	1311	1012
 3100.6337890625	n/a	3175050	2110	0
-3101.2099609375	n/a	3175640	1312	1012
 3101.2099609375	n/a	3175640	1311	1221
 3104.4736328125	n/a	3178982	2110	0
-3105.0537109375	n/a	3179576	1312	1221
 3105.0537109375	n/a	3179576	1311	1254
 3109.0009765625	n/a	3183618	2110	0
-3109.5849609375	n/a	3184216	1312	1254
 3109.5849609375	n/a	3184216	1311	1073
 3112.9208984375	n/a	3187632	2110	0
-3113.5166015625	n/a	3188242	1312	1073
 3113.5166015625	n/a	3188242	1311	1202
 3117.697265625	n/a	3192523	2110	0
-3118.279296875	n/a	3193119	1312	1202
 3118.279296875	n/a	3193119	1311	1235
 3121.552734375	n/a	3196471	2110	0
 3122.14453125	n/a	3197077	1312	1235
@@ -962,16 +759,12 @@ onset	duration	sample	value	gid
 3129.015625	n/a	3204113	1322	4017
 3129.015625	n/a	3204113	1311	1142
 3133.287109375	n/a	3208487	2110	0
-3133.8681640625	n/a	3209082	1312	1142
 3133.8681640625	n/a	3209082	1311	1031
 3137.962890625	n/a	3213275	2110	0
-3138.564453125	n/a	3213891	1312	1031
 3138.564453125	n/a	3213891	1311	1067
 3141.83984375	n/a	3217245	2110	0
-3142.4306640625	n/a	3217850	1312	1067
 3142.4306640625	n/a	3217850	1311	1082
 3145.85546875	n/a	3221357	2110	0
-3146.4423828125	n/a	3221958	1312	1082
 3146.4423828125	n/a	3221958	1311	1099
 3149.5380859375	n/a	3225128	2110	0
 3150.1259765625	n/a	3225730	1312	1099
diff --git a/datasets/eeg_ds004106s_hed/task-GuardDuty_events.json b/datasets/eeg_ds004106s_hed/task-GuardDuty_events.json
index b48ada50..49c98515 100644
--- a/datasets/eeg_ds004106s_hed/task-GuardDuty_events.json
+++ b/datasets/eeg_ds004106s_hed/task-GuardDuty_events.json
@@ -1,8 +1,6 @@
 {
     "value": {
         "Levels": {
-            "1111": "Start of basic guard duty scenario.",
-            "1112": "End of basic guard duty scenario.",
             "1121": "Start advanced guard duty scenario.",
             "1122": "End advanced guard duty scenario.",
             "1211": "Start block of images from Area A.",
@@ -37,32 +35,30 @@
             "3242": "End of eye tracking system failure."
         },
         "HED": {
-            "1111": "(Def/Experiment/Basic-guard-scenario, Onset)",
-            "1112": "(Def/Experiment/Basic-guard-scenario, Offset)",
             "1121": "(Def/Experiment/Advanced-guard-scenario, Onset)",
             "1122": "(Def/Experiment/Advanced-guard-scenario, Offset)",
             "1211": "(Def/Environmental-area/Area-A, Onset)",
             "1212": "(Def/Environmental-area/Area-A, Offset)",
             "1221": "(Def/Environmental-area/Area-B, Onset)",
             "1222": "(Def/Environmental-area/Area-B, Offset)",
-            "1231": "(Def/Environmental-area/Area-C Onset)",
+            "1231": "(Def/Environmental-area/Area-C, Onset)",
             "1232": "(Def/Environmental-area/Area-C, Offset)",
             "1241": "(Def/Environmental-area/Area-D, Onset)",
             "1242": "(Def/Environmental-area/Area-D, Offset)",
             "1251": "(Def/Environmental-area/Area-E, Onset)",
             "1252": "(Def/Environmental-area/Area-E, Offset)",
-            "1311": "(Def/Show-image, (Valid), Onset)",
-            "1312": "(Def/Show-image, Offset)",
-            "1321": "(Def/Show-image, (Invalid, Label/No_access_to_level), Onset)",
-            "1322": "(Def/Show-image, Offset)",
-            "1331": "(Def/Show-image, (Invalid, Label/Expired_ID), Onset)",
-            "1332": "(Def/Show-image, Offset)",
-            "1341": "(Def/Show-image, (Invalid, Label/Photo_mismatch), Onset)",
-            "1342": "(Def/Show-image, Offset)",
-            "1351": "(Def/Show-image, (Invalid, Label/Suspicious_DOB), Onset)",
-            "1352": "(Def/Show-image, Offset)",
-            "1361": "(Def/Show-image, (Invalid, Label/No_watermark), Onset)",
-            "1362": "(Def/Show-image, Offset)",
+            "1311": "(Def/Show-image-valid, Onset)",
+            "1312": "(Def/Show-image-valid, Offset)",
+            "1321": "(Def/Show-image-invalid-level, Onset)",
+            "1322": "(Def/Show-image-invalid-level, Offset)",
+            "1331": "(Def/Show-image-invalid-expired, Onset)",
+            "1332": "(Def/Show-image-invalid-expired, Offset)",
+            "1341": "(Def/Show-image-invalid-mismatch, Onset)",
+            "1342": "(Def/Show-image-invalid-mismatch, Offset)",
+            "1351": "(Def/Show-image-invalid-dob, Onset)",
+            "1352": "(Def/Show-image-invalid-dob, Offset)",
+            "1361": "(Def/Show-image-invalid-watermark, Onset)",
+            "1362": "(Def/Show-image-invalid-watermark, Offset)",
             "2110": "Agent-action, Participant-response, (Press, Push-button), (Allow, Label/Area_access)",
             "2120": "Agent-action, Participant-response, (Press, Push-button), (Deny, Label/Area_access)",
             "3111": "(Def/Take-survey, Onset)",
@@ -74,53 +70,27 @@
         }
     },
     "gid": {
-        "Description": "ID of the badge image.",
-        "HED": "(Label/Badge-image, ID/#)"
+        "Description": "ID of the badge image."
     },
     "hed_defs": {
         "Levels": {
             "experiment": "Experiment ",
             "environmental_area": "Checks should be for authorization to a specified area.",
-            "show_image": "Show an ID image.",
+            "show_image_": "Show an ID image.",
             "take_survey": "Participant takes a survey",
             "system_failure": "A system failure causes data to be invalid"
         },
         "HED": {
             "experiment": "(Definition/Experiment/#,  (Experiment-structure, Task, Label/#))",
             "environmental_area": "(Definition/Environmental-area/#, (Experiment-structure,  Condition-variable/Environmental-area-cond, Label/#, Time-block))",
-            "show_image": "(Definition/Show-image, (Sensory-event, Visual-presentation, (Image, Label/ID-badge)))",
+            "show_image_valid": "(Definition/Show-image-valid, (Sensory-event, Visual-presentation, (Image, Valid, Label/ID-badge)))",
+			"show_image_invalid_level": "(Definition/Show-image-invalid-level, (Sensory-event, Visual-presentation, Label/No_access_to_level, (Image, Invalid, Label/ID-badge)))",
+			"show_image_invalid_expired": "(Definition/Show-image-invalid-expired, (Sensory-event, Visual-presentation, Label/Expired_ID, (Image, Invalid, Label/ID-badge)))",
+			"show_image_invalid_mismatch": "(Definition/Show-image-invalid-mismatch, (Sensory-event, Visual-presentation, Label/Photo_mismatch, (Image, Invalid, Label/ID-badge)))",
+			"show_image_invalid_dob": "(Definition/Show-image-invalid-dob, (Sensory-event, Visual-presentation, Label/Suspicious_DOB, (Image, Invalid, Label/ID-badge)))",
+			"show_image_invalid_watermark": "(Definition/Show-image-invalid-watermark, (Sensory-event, Visual-presentation, Label/No_watermark, (Image, Invalid, Label/ID-badge)))",
             "take_survey": "(Definition/Take-survey, (Agent-action, (Experiment-participant, (Perform, (Label/Take-survey, Touchscreen)))))",
             "system_failure": "(Definition/System-failure/#, (Experiment-control, Label/#, Mishap))"
         }
-    },
-    "bcit_defs": {
-        "Levels": {
-            "course_correction": "Course correction has been detected because the vehicle has a heading error of more than 5.1566 degrees from the forward direction or the driver is steering away from the perturbation with a steering angle of more than 4 degrees.",
-            "cue_sound": "A sound which is meant to signal the start of a perturbation.",
-            "drive_vehicle": "Drive car.",
-            "driving_scenario": "A driving scenario with other cars or pedestrians in some configuration.",
-            "left_perturb": "Perturbation that moves the vehicle to the left via perpendicular force.",
-            "non_cue_sound": "A sound which is not meant to cue the start of a perturbation.",
-            "play_sound_clip": "Play a sound clip.",
-            "press_button": "Participant presses a button",
-            "right_perturb": "Perturbation that moves the vehicle to the right via perpendicular force.",
-            "show_speed_sign": "A mph road sign of specified speed.",
-            "trial_marker": "Data collection for a trial",
-            "tile_change": "A change of experimental condition with a 2 by 2 design varying visual complexity and perturbation rate."
-        },
-        "HED": {
-            "course_correction": "(Definition/Course-correction, (Agent-action, Experiment-participant, (Operate/Drive, (Vehicle, (Towards, Lane)))))",
-            "cue_sound": "(Definition/Cue-sound, (Sensory-event, Auditory-presentation, Sound, (Cue, (Away-from, (Center-of, Lane)))))",
-            "drive_vehicle": "(Definition/Drive-vehicle, (Agent-action, (Human-agent, Experiment-participant), (Operate/Drive, Car)))",
-            "driving_scenario": "(Definition/Driving-scenario/#, (Label/#, Environmental-property, Road, Outdoors))",
-            "left_perturb": "(Definition/Left-perturb, (Experiment-control, Sensory-event, Controller-agent, ((Push, (Car)), (Left-side-of, Lane))))",
-            "non_cue_sound": "(Definition/Non-cue-sound, (Sensory-event, Auditory-presentation, Sound, (Distractor, Non-informative, Random)))",
-            "play_sound_clip": "(Definition/Play-sound-clip/#, (Auditory-presentation, Audio-clip, Label/#))",
-            "press_button": "(Definition/Press-button, (Agent-action, Participant-response, (Experiment-participant, (Press, Push-button))))",
-            "right_perturb": "(Definition/Right-perturb, (Experiment-control, Sensory-event, Controller-agent, ((Push, (Car)), (Right-side-of, Lane))))",
-            "show_speed_sign": "(Definition/Show-speed-sign/#, (Sensory-event, Visual-presentation, (Navigational-object/Road-sign, Speed/# mph)))",
-            "trial_marker": "(Definition/Trial-marker, (Experiment-structure, Experimental-trial))",
-            "tile_change": "(Definition/Tile-change, (Experiment-structure, (Environmental-property, Terrain), (Experimental-stimulus, Temporal-rate)))"
-        }
     }
 }
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/.bidsignore b/datasets/eeg_rsvp_base_hed/.bidsignore
deleted file mode 100644
index 1bead7d8..00000000
--- a/datasets/eeg_rsvp_base_hed/.bidsignore
+++ /dev/null
@@ -1,4 +0,0 @@
-field_replacements.json
-archived
-VALIDATOR_OUTPUT.txt
-REPORT.txt
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/CHANGES b/datasets/eeg_rsvp_base_hed/CHANGES
deleted file mode 100644
index 0f761753..00000000
--- a/datasets/eeg_rsvp_base_hed/CHANGES
+++ /dev/null
@@ -1,2 +0,0 @@
-1.0.0 - 2020-02-09
- - Initial Release
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/README b/datasets/eeg_rsvp_base_hed/README
deleted file mode 100644
index aec0a263..00000000
--- a/datasets/eeg_rsvp_base_hed/README
+++ /dev/null
@@ -1,26 +0,0 @@
-### Introduction
-
-**Overview:** The RSVP Baseline study was designed to measure sustained vigilance in realistic settings by having subjects perform a rapid visual target detection task. The task was performed in conjunction with two other tasks a calibration driving task and a baseline driving task. The data collected for the two driving tasks is not included in this dataset. Another study (RSVP Expertise) not included in this collection had a similar set-up but a different experimental design and a different subject pool. In the RSVP Baseline study the target object varied between blocks. In the RSVP Expertise study the same target object was used for all blocks. Further information is available on request from [cancta.net](https://cancta.net).
-
-
-### Methods   
-
-**Subjects:** volunteers from the local community recruited through advertisements. 
- 
-**Apparatus:**  Driving simulator with steering wheel and brake / foot pedals (Real Time Technologies; Dearborn, MI); Video Refresh Rate (VRR) = 900 Hz; Vehicle data log file Sampling Rate (SR) = 100 Hz); EEG (BioSemi 256 (+8) channel systems with 4 eye and 2 mastoid channels recorded; SR=1024 Hz); Eye Tracking (Sensomotoric Instruments (SMI); REDEYE250).   
-
-**Initial setup:** Upon arrival to the lab, subjects were given an introduction to the primary study for which they were recruited and provided informed consent and provided demographics information. This was followed by a practice session, to acclimate the subject to the driving simulator. The driving practice task lasted 10-15 min, until asymptotic performance in steering and speed control was demonstrated and lack of motion sickness was reported. Subjects were then outfitted and prepped for eye tracking and EEG acquisition. 
-
-**Task organization:** Subjects always began recording sessions by performing a Calibration Driving task, which was a 15-minute drive where the subject controlled only the steering (and speed was controlled by the simulator). Following this, subjects would perform the Baseline Driving task and the Guard Duty task, with counter-balancing used across subjects as to which of them came first. The Baseline Driving run was 60 minutes of driving, performed in 6 blocks of 10 minutes each, with subjects responsible for speed and steering control. The Calibration and Baseline driving tasks were conducted on the same simulated long, straight road in a visually sparse environment. The subject was instructed to stay within the boundaries of the right-most lane, and to drive at the posted speed limits. The vehicle was periodically subject to lateral perturbing forces, which could be applied to either side of the vehicle, pushing the vehicle out of the center of the lane; and the subject was instructed to execute corrective steering actions to return the vehicle to the center of the lane. 
-
-**RSVP baseline task details:** For the RSVP task, subjects were asked to view a series of images, all of which contained the following objects: chairs, containers, doors, posters, or stairs. The images were displayed in 6 blocks of 10 minutes, with a break in between block of approximately 2 minutes. For each block, one of the aforementioned objects was designated as the target, and images of the remaining objects were used as distractors. The subject was instructed to press a button each time a target image was perceived.
-
-
-**Independent variables:** Target types (chairs, containers, doors, posters, stairs).
-
-**Dependent variables:** Target reporting accuracy and reaction times, Task-Induced Fatigue Scale (TIFS), Karolinska Sleepiness Scale (KSS), Visual Analog Scale of Fatigue (VAS-F).  Note: questionnaire data is available upon request from [cancta.net](https://cancta.net).
-
-**Additional data acquired:** Participant Enrollment Questionnaire, Subject Questionnaire for Current Session, Simulator Sickness Questionnaire.  
-
-**Experimental Location:** Science Applications International Corporation, Louisville, CO
-
diff --git a/datasets/eeg_rsvp_base_hed/code/channelsOriginal.json b/datasets/eeg_rsvp_base_hed/code/channelsOriginal.json
deleted file mode 100644
index 3c42b4f9..00000000
--- a/datasets/eeg_rsvp_base_hed/code/channelsOriginal.json
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/datasets/eeg_rsvp_base_hed/code/samplingRates.tsv b/datasets/eeg_rsvp_base_hed/code/samplingRates.tsv
deleted file mode 100644
index 479a9a77..00000000
--- a/datasets/eeg_rsvp_base_hed/code/samplingRates.tsv
+++ /dev/null
@@ -1,32 +0,0 @@
-file_basename	sampling_rate
-sub-01_ses-01_task-RSVPRestBlink_run-1	1024
-sub-02_ses-01_task-RSVPRestBlink_run-1	1024
-sub-03_ses-01_task-RSVPRestBlink_run-1	1024
-sub-04_ses-01_task-RSVPRestBlink_run-1	1024
-sub-05_ses-01_task-RSVPRestBlink_run-1	1024
-sub-06_ses-01_task-RSVPRestBlink_run-1	1024
-sub-07_ses-01_task-RSVPRestBlink_run-1	1024
-sub-08_ses-01_task-RSVPRestBlink_run-1	1024
-sub-09_ses-01_task-RSVPRestBlink_run-1	1024
-sub-10_ses-01_task-RSVPRestBlink_run-1	1024
-sub-10_ses-01_task-RSVPRestBlink_run-2	1024
-sub-11_ses-01_task-RSVPRestBlink_run-1	1024
-sub-12_ses-01_task-RSVPRestBlink_run-1	1024
-sub-13_ses-01_task-RSVPRestBlink_run-1	1024
-sub-14_ses-01_task-RSVPRestBlink_run-1	1024
-sub-14_ses-01_task-RSVPRestBlink_run-2	1024
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-sub-19_ses-01_task-RSVPRestBlink_run-1	1024
-sub-19_ses-01_task-RSVPRestBlink_run-2	1024
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-sub-21_ses-01_task-RSVPRestBlink_run-1	1024
-sub-22_ses-01_task-RSVPRestBlink_run-1	1024
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-sub-25_ses-01_task-RSVPRestBlink_run-1	1024
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diff --git a/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_events.json b/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_events.json
deleted file mode 100644
index 350b908b..00000000
--- a/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_events.json
+++ /dev/null
@@ -1,202 +0,0 @@
-{
-    "value": {
-        "Description": "Description for value",
-        "HED": {
-            "11101": "Label/11101",
-            "11102": "Label/11102",
-            "12101": "Label/12101",
-            "12102": "Label/12102",
-            "12201": "Label/12201",
-            "12202": "Label/12202",
-            "12301": "Label/12301",
-            "12302": "Label/12302",
-            "12401": "Label/12401",
-            "12402": "Label/12402",
-            "12501": "Label/12501",
-            "12502": "Label/12502",
-            "13110": "Label/13110",
-            "13120": "Label/13120",
-            "13210": "Label/13210",
-            "13220": "Label/13220",
-            "21121": "Label/21121",
-            "21122": "Label/21122",
-            "21131": "Label/21131",
-            "21132": "Label/21132",
-            "21221": "Label/21221",
-            "21222": "Label/21222",
-            "21231": "Label/21231",
-            "21232": "Label/21232",
-            "31101": "Label/31101",
-            "31102": "Label/31102",
-            "32202": "Label/32202",
-            "32301": "Label/32301",
-            "32302": "Label/32302",
-            "32401": "Label/32401",
-            "32402": "Label/32402"
-        },
-        "Levels": {
-            "11101": "Description for 11101",
-            "11102": "Description for 11102",
-            "12101": "Description for 12101",
-            "12102": "Description for 12102",
-            "12201": "Description for 12201",
-            "12202": "Description for 12202",
-            "12301": "Description for 12301",
-            "12302": "Description for 12302",
-            "12401": "Description for 12401",
-            "12402": "Description for 12402",
-            "12501": "Description for 12501",
-            "12502": "Description for 12502",
-            "13110": "Description for 13110",
-            "13120": "Description for 13120",
-            "13210": "Operate/Drive, Description for 13210",
-            "13220": "Description for 13220",
-            "21121": "Description for 21121",
-            "21122": "Description for 21122",
-            "21131": "Description for 21131",
-            "21132": "Description for 21132",
-            "21221": "Description for 21221",
-            "21222": "Description for 21222",
-            "21231": "Description for 21231",
-            "21232": "Description for 21232",
-            "31101": "Description for 31101",
-            "31102": "Description for 31102",
-            "32202": "Description for 32202",
-            "32301": "Description for 32301",
-            "32302": "Description for 32302",
-            "32401": "Description for 32401",
-            "32402": "Description for 32402"
-        }
-    },
-    "imagecategory": {
-        "Description": "Description for imagecategory",
-        "HED": {
-            "0": "(Label/imagecategory, Label/0)",
-            "1": "(Label/imagecategory, Label/1)",
-            "2": "(Label/imagecategory, Label/2)",
-            "3": "(Label/imagecategory, Label/3)",
-            "4": "(Label/imagecategory, Label/4)",
-            "5": "(Label/imagecategory, Label/5)",
-            "6": "(Label/imagecategory, Label/6)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5",
-            "6": "Description for 6"
-        }
-    },
-    "cameradistance": {
-        "Description": "Description for cameradistance",
-        "HED": {
-            "0": "(Label/cameradistance, Label/0)",
-            "1": "(Label/cameradistance, Label/1)",
-            "2": "(Label/cameradistance, Label/2)",
-            "3": "(Label/cameradistance, Label/3)",
-            "4": "(Label/cameradistance, Label/4)",
-            "5": "(Label/cameradistance, Label/5)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5"
-        }
-    },
-    "imagelocation": {
-        "Description": "Description for imagelocation",
-        "HED": {
-            "0": "(Label/imagelocation, Label/0)",
-            "1": "(Label/imagelocation, Label/1)",
-            "2": "(Label/imagelocation, Label/2)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2"
-        }
-    },
-    "imageclutter": {
-        "Description": "Description for imageclutter",
-        "HED": {
-            "0": "(Label/imageclutter, Label/0)",
-            "1": "(Label/imageclutter, Label/1)",
-            "2": "(Label/imageclutter, Label/2)",
-            "3": "(Label/imageclutter, Label/3)",
-            "4": "(Label/imageclutter, Label/4)",
-            "5": "(Label/imageclutter, Label/5)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5"
-        }
-    },
-    "tgtocclusion": {
-        "Description": "Description for tgtocclusion",
-        "HED": "Label/#"
-    },
-    "tgtcontrast": {
-        "Description": "Description for tgtcontrast",
-        "HED": {
-            "0": "(Label/tgtcontrast, Label/0)",
-            "1": "(Label/tgtcontrast, Label/1)",
-            "2": "(Label/tgtcontrast, Label/2)",
-            "3": "(Label/tgtcontrast,Label/3)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3"
-        }
-    },
-    "gid": {
-        "Description": "Description for gid",
-        "HED": "(Label/gid, Label/#)"
-    },
-    "imageid": {
-        "Description": "Description for imageid",
-        "HED": "(Label/imageid, Label/#)"
-    },
-    "buttonpressduration": {
-        "Description": "Description for buttonpressduration",
-        "HED": "(Label/buttonpressduration, Label/#)"
-    },
-    "reactiontime": {
-        "Description": "Description for reactiontime",
-        "HED": "(Label/reactiontime, Label/#)"
-    },
-    "luminance": {
-        "Description": "Description for luminance",
-        "HED": "(Label/luminance, Label/#)"
-    },
-    "tgtorientation": {
-        "Description": "Description for tgtorientation",
-        "HED": "(Label/tgtorientation, Label/#)"
-    },
-    "tgtsize": {
-        "Description": "Description for tgtsize",
-        "HED": "(Label/tgtsize, Label/#)"
-    },
-    "tgtdistfromcenter": {
-        "Description": "Description for tgtdistfromcenter",
-        "HED": "(Label/tgtdistfromcenter, Label/#)"
-    },
-    "numberoftargets": {
-        "Description": "Description for numberoftargets",
-        "HED": "(Label/numberoftargets, Label/#)"
-    },
-    "numberofclasses": {
-        "Description": "Description for numberofclasses",
-        "HED": "(Label/numberofclasses, Label/#)"
-    }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_hed_spreadsheet.tsv b/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_hed_spreadsheet.tsv
deleted file mode 100644
index b9a614f9..00000000
--- a/datasets/eeg_rsvp_base_hed/code/task-RSVPRestBlink_hed_spreadsheet.tsv
+++ /dev/null
@@ -1,74 +0,0 @@
-column_name	column_value	description	HED
-value	11101	Description for 11101	Label/11101
-value	11102	Description for 11102	Label/11102
-value	12101	Description for 12101	Label/12101
-value	12102	Description for 12102	Label/12102
-value	12201	Description for 12201	Label/12201
-value	12202	Description for 12202	Label/12202
-value	12301	Description for 12301	Label/12301
-value	12302	Description for 12302	Label/12302
-value	12401	Description for 12401	Label/12401
-value	12402	Description for 12402	Label/12402
-value	12501	Description for 12501	Label/12501
-value	12502	Description for 12502	Label/12502
-value	13110	Description for 13110	Label/13110
-value	13120	Description for 13120	Label/13120
-value	13210	Description for 13210	Label/13210
-value	13220	Description for 13220	Label/13220
-value	21121	Description for 21121	Label/21121
-value	21122	Description for 21122	Label/21122
-value	21131	Description for 21131	Label/21131
-value	21132	Description for 21132	Label/21132
-value	21221	Description for 21221	Label/21221
-value	21222	Description for 21222	Label/21222
-value	21231	Description for 21231	Label/21231
-value	21232	Description for 21232	Label/21232
-value	31101	Description for 31101	Label/31101
-value	31102	Description for 31102	Label/31102
-value	32202	Description for 32202	Label/32202
-value	32301	Description for 32301	Label/32301
-value	32302	Description for 32302	Label/32302
-value	32401	Description for 32401	Label/32401
-value	32402	Description for 32402	Label/32402
-imagecategory	0	Description for 0	Label/0
-imagecategory	1	Description for 1	Label/1
-imagecategory	2	Description for 2	Label/2
-imagecategory	3	Description for 3	Label/3
-imagecategory	4	Description for 4	Label/4
-imagecategory	5	Description for 5	Label/5
-imagecategory	6	Description for 6	Label/6
-cameradistance	0	Description for 0	Label/0
-cameradistance	1	Description for 1	Label/1
-cameradistance	2	Description for 2	Label/2
-cameradistance	3	Description for 3	Label/3
-cameradistance	4	Description for 4	Label/4
-cameradistance	5	Description for 5	Label/5
-imagelocation	0	Description for 0	Label/0
-imagelocation	1	Description for 1	Label/1
-imagelocation	2	Description for 2	Label/2
-imageclutter	0	Description for 0	Label/0
-imageclutter	1	Description for 1	Label/1
-imageclutter	2	Description for 2	Label/2
-imageclutter	3	Description for 3	Label/3
-imageclutter	4	Description for 4	Label/4
-imageclutter	5	Description for 5	Label/5
-tgtocclusion	0	Description for 0	Label/0
-tgtocclusion	1	Description for 1	Label/1
-tgtocclusion	2	Description for 2	Label/2
-tgtocclusion	3	Description for 3	Label/3
-tgtocclusion	4	Description for 4	Label/4
-tgtocclusion	5	Description for 5	Label/5
-tgtcontrast	0	Description for 0	Label/0
-tgtcontrast	1	Description for 1	Label/1
-tgtcontrast	2	Description for 2	Label/2
-tgtcontrast	3	Description for 3	Label/3
-gid	n/a	Description for gid	Label/#
-imageid	n/a	Description for imageid	Label/#
-buttonpressduration	n/a	Description for buttonpressduration	Label/#
-reactiontime	n/a	Description for reactiontime	Label/#
-luminance	n/a	Description for luminance	Label/#
-tgtorientation	n/a	Description for tgtorientation	Label/#
-tgtsize	n/a	Description for tgtsize	Label/#
-tgtdistfromcenter	n/a	Description for tgtdistfromcenter	Label/#
-numberoftargets	n/a	Description for numberoftargets	Label/#
-numberofclasses	n/a	Description for numberofclasses	Label/#
diff --git a/datasets/eeg_rsvp_base_hed/dataset_description.json b/datasets/eeg_rsvp_base_hed/dataset_description.json
deleted file mode 100644
index 435bd46b..00000000
--- a/datasets/eeg_rsvp_base_hed/dataset_description.json
+++ /dev/null
@@ -1,20 +0,0 @@
-{
-  "Name": "RSVP Baseline",
-  "BIDSVersion": "1.7.0",
-  "HEDVersion": "8.0.0",
-  "License": "CC0",
-  "Authors": [
-              "Jonathan Touryan",
-			  "Greg Apker",
-			  "Brent Lance",
-			  "Scott Kerick",
-			  "Anthony Ries",
-			  "Kaleb McDowell"],
-  "Acknowledgments": "Tony Johnson and Mike Dunkel from DCS Corporation originally curated the data in ESS (EEG Study Schema) format. Kay Robbins, Joe Lambeth and Jonathan Balraj of the University of Texas at San Antonio performed further curation and placed this dataset in BIDS format. The experiments were performed at Teledyne Laboratories (Durham, NC)  under contract with the US Army Research Laboratory. The study was reviewed and approved by the U.S. Army Human Research Protections Office (Protocol ARL 12-040) before the study began.",
-  "HowToAcknowledge": "Touryan, J., Apker, G., Lance, B.J., Kerick, S.E., Ries, A.J., McDowell, K., 2014. Estimating endogenous changes in task performance from EEG. Front. Neurosci. 8. https://doi.org/10.3389/fnins.2014.00155.",
-  "Funding": ["This research was sponsored by the Army Research Laboratory and was accomplished under Cooperative Agreement Number W911NF-10-0-0002."],
-  "ReferencesAndLinks": ["Touryan, J., Apker, G., Lance, B.J., Kerick, S.E., Ries, A.J., McDowell, K., 2014. Estimating endogenous changes in task performance from EEG. Front. Neurosci. 8. https://doi.org/10.3389/fnins.2014.00155.",
-  "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis I: Spectral and amplitude characteristics across studies, NeuroImage, p. 116361, https://doi.org/10.1016/j.neuroimage.2019.116361.",
-  "Bigdely-Shamlo, N., Touryan, J., Ojeda, A., Kothe, C., Mullen, T., Robbins, K., 2019. Automated EEG mega-analysis II: Cognitive aspects of event related features, NeuroImage, p. 116054, https://doi.org/10.1016/j.neuroimage.2019.116054."],
-  "DatasetDOI": "n/a"
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/participants.json b/datasets/eeg_rsvp_base_hed/participants.json
deleted file mode 100644
index 61666090..00000000
--- a/datasets/eeg_rsvp_base_hed/participants.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "group": {
-    "Description": "type of subject group the subject belongs to (e.g. autistic, normal, control...)"
-  },
-  "year_of_birth": {
-    "Description": "subject\u2019s year of birth only"
-  },
-  "legacy_labID": {
-    "Description": "labID used to reference the subject in ESS"
-  }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/participants.tsv b/datasets/eeg_rsvp_base_hed/participants.tsv
deleted file mode 100644
index 48e50f3d..00000000
--- a/datasets/eeg_rsvp_base_hed/participants.tsv
+++ /dev/null
@@ -1,3 +0,0 @@
-participant_id	group	year_of_birth	legacy_labID
-sub-01	Normal	1970	3101
-sub-02	Normal	1989	3102
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_channels.tsv b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_channels.tsv
deleted file mode 100644
index dbfe0178..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_channels.tsv
+++ /dev/null
@@ -1,263 +0,0 @@
-name	type	units	sampling_frequency	description
-A1	EEG	uV	1024	n/a
-A2	EEG	uV	1024	n/a
-A3	EEG	uV	1024	n/a
-A4	EEG	uV	1024	n/a
-A5	EEG	uV	1024	n/a
-A6	EEG	uV	1024	n/a
-A7	EEG	uV	1024	n/a
-A8	EEG	uV	1024	n/a
-A9	EEG	uV	1024	n/a
-A10	EEG	uV	1024	n/a
-A11	EEG	uV	1024	n/a
-A12	EEG	uV	1024	n/a
-A13	EEG	uV	1024	n/a
-A14	EEG	uV	1024	n/a
-A15	EEG	uV	1024	n/a
-A16	EEG	uV	1024	n/a
-A17	EEG	uV	1024	n/a
-A18	EEG	uV	1024	n/a
-A19	EEG	uV	1024	n/a
-A20	EEG	uV	1024	n/a
-A21	EEG	uV	1024	n/a
-A22	EEG	uV	1024	n/a
-A23	EEG	uV	1024	n/a
-A24	EEG	uV	1024	n/a
-A25	EEG	uV	1024	n/a
-A26	EEG	uV	1024	n/a
-A27	EEG	uV	1024	n/a
-A28	EEG	uV	1024	n/a
-A29	EEG	uV	1024	n/a
-A30	EEG	uV	1024	n/a
-A31	EEG	uV	1024	n/a
-A32	EEG	uV	1024	n/a
-B1	EEG	uV	1024	n/a
-B2	EEG	uV	1024	n/a
-B3	EEG	uV	1024	n/a
-B4	EEG	uV	1024	n/a
-B5	EEG	uV	1024	n/a
-B6	EEG	uV	1024	n/a
-B7	EEG	uV	1024	n/a
-B8	EEG	uV	1024	n/a
-B9	EEG	uV	1024	n/a
-B10	EEG	uV	1024	n/a
-B11	EEG	uV	1024	n/a
-B12	EEG	uV	1024	n/a
-B13	EEG	uV	1024	n/a
-B14	EEG	uV	1024	n/a
-B15	EEG	uV	1024	n/a
-B16	EEG	uV	1024	n/a
-B17	EEG	uV	1024	n/a
-B18	EEG	uV	1024	n/a
-B19	EEG	uV	1024	n/a
-B20	EEG	uV	1024	n/a
-B21	EEG	uV	1024	n/a
-B22	EEG	uV	1024	n/a
-B23	EEG	uV	1024	n/a
-B24	EEG	uV	1024	n/a
-B25	EEG	uV	1024	n/a
-B26	EEG	uV	1024	n/a
-B27	EEG	uV	1024	n/a
-B28	EEG	uV	1024	n/a
-B29	EEG	uV	1024	n/a
-B30	EEG	uV	1024	n/a
-B31	EEG	uV	1024	n/a
-B32	EEG	uV	1024	n/a
-C1	EEG	uV	1024	n/a
-C2	EEG	uV	1024	n/a
-C3	EEG	uV	1024	n/a
-C4	EEG	uV	1024	n/a
-C5	EEG	uV	1024	n/a
-C6	EEG	uV	1024	n/a
-C7	EEG	uV	1024	n/a
-C8	EEG	uV	1024	n/a
-C9	EEG	uV	1024	n/a
-C10	EEG	uV	1024	n/a
-C11	EEG	uV	1024	n/a
-C12	EEG	uV	1024	n/a
-C13	EEG	uV	1024	n/a
-C14	EEG	uV	1024	n/a
-C15	EEG	uV	1024	n/a
-C16	EEG	uV	1024	n/a
-C17	EEG	uV	1024	n/a
-C18	EEG	uV	1024	n/a
-C19	EEG	uV	1024	n/a
-C20	EEG	uV	1024	n/a
-C21	EEG	uV	1024	n/a
-C22	EEG	uV	1024	n/a
-C23	EEG	uV	1024	n/a
-C24	EEG	uV	1024	n/a
-C25	EEG	uV	1024	n/a
-C26	EEG	uV	1024	n/a
-C27	EEG	uV	1024	n/a
-C28	EEG	uV	1024	n/a
-C29	EEG	uV	1024	n/a
-C30	EEG	uV	1024	n/a
-C31	EEG	uV	1024	n/a
-C32	EEG	uV	1024	n/a
-D1	EEG	uV	1024	n/a
-D2	EEG	uV	1024	n/a
-D3	EEG	uV	1024	n/a
-D4	EEG	uV	1024	n/a
-D5	EEG	uV	1024	n/a
-D6	EEG	uV	1024	n/a
-D7	EEG	uV	1024	n/a
-D8	EEG	uV	1024	n/a
-D9	EEG	uV	1024	n/a
-D10	EEG	uV	1024	n/a
-D11	EEG	uV	1024	n/a
-D12	EEG	uV	1024	n/a
-D13	EEG	uV	1024	n/a
-D14	EEG	uV	1024	n/a
-D15	EEG	uV	1024	n/a
-D16	EEG	uV	1024	n/a
-D17	EEG	uV	1024	n/a
-D18	EEG	uV	1024	n/a
-D19	EEG	uV	1024	n/a
-D20	EEG	uV	1024	n/a
-D21	EEG	uV	1024	n/a
-D22	EEG	uV	1024	n/a
-D23	EEG	uV	1024	n/a
-D24	EEG	uV	1024	n/a
-D25	EEG	uV	1024	n/a
-D26	EEG	uV	1024	n/a
-D27	EEG	uV	1024	n/a
-D28	EEG	uV	1024	n/a
-D29	EEG	uV	1024	n/a
-D30	EEG	uV	1024	n/a
-D31	EEG	uV	1024	n/a
-D32	EEG	uV	1024	n/a
-E1	EEG	uV	1024	n/a
-E2	EEG	uV	1024	n/a
-E3	EEG	uV	1024	n/a
-E4	EEG	uV	1024	n/a
-E5	EEG	uV	1024	n/a
-E6	EEG	uV	1024	n/a
-E7	EEG	uV	1024	n/a
-E8	EEG	uV	1024	n/a
-E9	EEG	uV	1024	n/a
-E10	EEG	uV	1024	n/a
-E11	EEG	uV	1024	n/a
-E12	EEG	uV	1024	n/a
-E13	EEG	uV	1024	n/a
-E14	EEG	uV	1024	n/a
-E15	EEG	uV	1024	n/a
-E16	EEG	uV	1024	n/a
-E17	EEG	uV	1024	n/a
-E18	EEG	uV	1024	n/a
-E19	EEG	uV	1024	n/a
-E20	EEG	uV	1024	n/a
-E21	EEG	uV	1024	n/a
-E22	EEG	uV	1024	n/a
-E23	EEG	uV	1024	n/a
-E24	EEG	uV	1024	n/a
-E25	EEG	uV	1024	n/a
-E26	EEG	uV	1024	n/a
-E27	EEG	uV	1024	n/a
-E28	EEG	uV	1024	n/a
-E29	EEG	uV	1024	n/a
-E30	EEG	uV	1024	n/a
-E31	EEG	uV	1024	n/a
-E32	EEG	uV	1024	n/a
-F1	EEG	uV	1024	n/a
-F2	EEG	uV	1024	n/a
-F3	EEG	uV	1024	n/a
-F4	EEG	uV	1024	n/a
-F5	EEG	uV	1024	n/a
-F6	EEG	uV	1024	n/a
-F7	EEG	uV	1024	n/a
-F8	EEG	uV	1024	n/a
-F9	EEG	uV	1024	n/a
-F10	EEG	uV	1024	n/a
-F11	EEG	uV	1024	n/a
-F12	EEG	uV	1024	n/a
-F13	EEG	uV	1024	n/a
-F14	EEG	uV	1024	n/a
-F15	EEG	uV	1024	n/a
-F16	EEG	uV	1024	n/a
-F17	EEG	uV	1024	n/a
-F18	EEG	uV	1024	n/a
-F19	EEG	uV	1024	n/a
-F20	EEG	uV	1024	n/a
-F21	EEG	uV	1024	n/a
-F22	EEG	uV	1024	n/a
-F23	EEG	uV	1024	n/a
-F24	EEG	uV	1024	n/a
-F25	EEG	uV	1024	n/a
-F26	EEG	uV	1024	n/a
-F27	EEG	uV	1024	n/a
-F28	EEG	uV	1024	n/a
-F29	EEG	uV	1024	n/a
-F30	EEG	uV	1024	n/a
-F31	EEG	uV	1024	n/a
-F32	EEG	uV	1024	n/a
-G1	EEG	uV	1024	n/a
-G2	EEG	uV	1024	n/a
-G3	EEG	uV	1024	n/a
-G4	EEG	uV	1024	n/a
-G5	EEG	uV	1024	n/a
-G6	EEG	uV	1024	n/a
-G7	EEG	uV	1024	n/a
-G8	EEG	uV	1024	n/a
-G9	EEG	uV	1024	n/a
-G10	EEG	uV	1024	n/a
-G11	EEG	uV	1024	n/a
-G12	EEG	uV	1024	n/a
-G13	EEG	uV	1024	n/a
-G14	EEG	uV	1024	n/a
-G15	EEG	uV	1024	n/a
-G16	EEG	uV	1024	n/a
-G17	EEG	uV	1024	n/a
-G18	EEG	uV	1024	n/a
-G19	EEG	uV	1024	n/a
-G20	EEG	uV	1024	n/a
-G21	EEG	uV	1024	n/a
-G22	EEG	uV	1024	n/a
-G23	EEG	uV	1024	n/a
-G24	EEG	uV	1024	n/a
-G25	EEG	uV	1024	n/a
-G26	EEG	uV	1024	n/a
-G27	EEG	uV	1024	n/a
-G28	EEG	uV	1024	n/a
-G29	EEG	uV	1024	n/a
-G30	EEG	uV	1024	n/a
-G31	EEG	uV	1024	n/a
-G32	EEG	uV	1024	n/a
-H1	EEG	uV	1024	n/a
-H2	EEG	uV	1024	n/a
-H3	EEG	uV	1024	n/a
-H4	EEG	uV	1024	n/a
-H5	EEG	uV	1024	n/a
-H6	EEG	uV	1024	n/a
-H7	EEG	uV	1024	n/a
-H8	EEG	uV	1024	n/a
-H9	EEG	uV	1024	n/a
-H10	EEG	uV	1024	n/a
-H11	EEG	uV	1024	n/a
-H12	EEG	uV	1024	n/a
-H13	EEG	uV	1024	n/a
-H14	EEG	uV	1024	n/a
-H15	EEG	uV	1024	n/a
-H16	EEG	uV	1024	n/a
-H17	EEG	uV	1024	n/a
-H18	EEG	uV	1024	n/a
-H19	EEG	uV	1024	n/a
-H20	EEG	uV	1024	n/a
-H21	EEG	uV	1024	n/a
-H22	EEG	uV	1024	n/a
-H23	EEG	uV	1024	n/a
-H24	EEG	uV	1024	n/a
-H25	EEG	uV	1024	n/a
-H26	EEG	uV	1024	n/a
-H27	EEG	uV	1024	n/a
-H28	EEG	uV	1024	n/a
-H29	EEG	uV	1024	n/a
-H30	EEG	uV	1024	n/a
-H31	EEG	uV	1024	n/a
-H32	EEG	uV	1024	n/a
-LHEOG	EOG	uV	1024	Left horizontal EOG
-RHEOG	EOG	uV	1024	Right horizontal EOG
-UVEOG	EOG	uV	1024	Upper vertical EOG
-LVEOG	EOG	uV	1024	Lower vertical EOG
-LMAST	MISC	uV	1024	Left mastoid
-RMAST	MISC	uV	1024	Right mastoid
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_coordsystem.json b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_eeg.set b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_eeg.set
deleted file mode 100644
index e69de29b..00000000
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_events.tsv b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_events.tsv
deleted file mode 100644
index 055d0d16..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_events.tsv
+++ /dev/null
@@ -1,19434 +0,0 @@
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-1063.4951171875	n/a	1089020	13210	1002	20001	0.0	0.0	6	2	1	3	94.690811	0	0	0	0.0	218.044407	0	0
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-1064.0458984375	n/a	1089584	13210	1077	20113	0.0	0.0	6	2	1	3	70.458925	0	0	0	0.0	0.0	0	0
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-1064.5966796875	n/a	1090148	13210	2089	21267	0.0	0.0	6	3	1	2	161.987936	0	0	0	0.0	0.0	0	0
-1064.7802734375	n/a	1090336	13210	1558	20672	0.0	0.0	6	1	1	2	80.757742	0	0	0	0.0	0.0	0	0
-1064.9638671875	n/a	1090524	13210	1337	20414	0.0	0.0	6	2	1	2	72.460275	0	0	0	0.0	0.0	0	0
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-1066.5673828125	n/a	1092166	13210	2005	21176	0.0	0.0	6	1	1	2	90.594767	0	0	0	0.0	0.0	0	0
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-1067.1181640625	n/a	1092730	13210	1564	20678	0.0	0.0	6	2	1	2	134.007475	0	0	0	0.0	0.0	0	0
-1067.3017578125	n/a	1092918	13210	2192	21373	0.0	0.0	6	1	1	2	136.713035	0	0	0	0.0	0.0	0	0
-1067.4853515625	n/a	1093106	13210	1696	20821	0.0	0.0	6	2	1	2	88.877892	0	0	0	0.0	0.0	0	0
-1067.6689453125	n/a	1093294	13210	2038	21213	0.0	0.0	6	2	1	3	173.248095	0	0	0	0.0	0.0	0	0
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-1420.291015625	n/a	1454379	13210	1150	20202	0.0	0.0	6	3	2	3	145.240169	0	0	0	0.0	0.0	0	0
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-1420.841796875	n/a	1454943	13210	1994	21160	0.0	0.0	6	3	1	3	77.047035	0	0	0	0.0	0.0	0	0
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-1421.9443359375	n/a	1456072	13210	1534	20646	0.0	0.0	6	3	1	3	81.217626	0	0	0	0.0	0.0	0	0
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-1422.8623046875	n/a	1457012	13210	1575	20689	0.0	0.0	6	1	1	2	94.886949	0	0	0	0.0	0.0	0	0
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-1425.06640625	n/a	1459269	13210	2020	21194	0.0	0.0	6	1	1	2	159.876177	0	0	0	0.0	0.0	0	0
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-1426.9033203125	n/a	1461150	13210	1756	20885	0.0	0.0	6	5	2	2	173.962256	0	0	0	0.0	0.0	0	0
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-1432.1806640625	n/a	1466554	13210	1684	20808	0.0	0.0	6	3	1	1	62.07126	0	0	0	0.0	0.0	0	0
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-1865.572265625	n/a	1910347	13110	7105	10617	0.0	0.0	4	3	1	3	118.644632	0	4	2	0.026742	184.195548	2	2
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-1891.7392578125	n/a	1937142	13210	1752	20880	0.0	0.0	6	1	1	2	64.891043	0	0	0	0.0	0.0	0	0
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-1945.8583984375	n/a	1992560	13210	1949	21109	0.0	0.0	6	1	1	2	140.332596	0	0	0	0.0	0.0	0	0
-1946.0419921875	n/a	1992748	13210	2152	21333	0.0	0.0	6	2	1	1	66.951923	0	0	0	0.0	0.0	0	0
-1946.2265625	n/a	1992937	13210	1308	20385	0.0	0.0	6	3	2	2	63.625298	0	0	0	0.0	0.0	0	0
-1946.41015625	n/a	1993125	13210	2035	21210	0.0	0.0	6	1	1	3	138.791256	0	0	0	0.0	0.0	0	0
-1946.59375	n/a	1993313	13210	2026	21200	0.0	0.0	6	3	1	2	149.45003	0	0	0	0.0	0.0	0	0
-1946.77734375	n/a	1993501	13210	1718	20843	0.0	0.0	6	1	1	2	124.747632	0	0	0	0.0	0.0	0	0
-1946.9609375	n/a	1993689	13210	1157	20211	0.0	0.0	6	2	1	2	89.110376	0	0	0	0.0	0.0	0	0
-1947.14453125	n/a	1993877	13210	1885	21033	0.0	0.0	6	1	1	3	112.5698	0	0	0	0.0	0.0	0	0
-1947.328125	n/a	1994065	13210	1036	20048	0.0	0.0	6	1	1	1	151.684176	0	0	0	0.0	0.0	0	0
-1947.51171875	n/a	1994253	13120	7106	10618	0.0	0.0	4	3	1	2	159.944635	0	4	3	0.010695	187.243157	2	2
-1947.6953125	n/a	1994441	13210	1797	20932	0.0	0.0	6	2	1	3	206.842471	0	0	0	0.0	0.0	0	0
-1947.87890625	n/a	1994629	13210	1622	20739	0.0	0.0	6	1	1	1	118.245774	0	0	0	0.0	0.0	0	0
-1948.0625	n/a	1994817	13210	1627	20748	0.0	0.0	6	2	1	2	154.546021	0	0	0	0.0	0.0	0	0
-1948.2470703125	n/a	1995006	13210	2352	21546	0.0	0.0	6	3	1	2	67.202225	0	0	0	0.0	0.0	0	0
-1948.4306640625	n/a	1995194	13210	2315	21505	0.0	0.0	6	3	1	2	144.640426	0	0	0	0.0	0.0	0	0
-1948.6142578125	n/a	1995382	13210	2066	21244	0.0	0.0	6	3	1	3	118.885517	0	0	0	0.0	0.0	0	0
-1948.7978515625	n/a	1995570	13210	1953	21113	0.0	0.0	6	3	1	3	80.546559	0	0	0	0.0	0.0	0	0
-1948.9814453125	n/a	1995758	13210	2438	21638	0.0	0.0	6	3	1	3	152.314214	0	0	0	0.0	0.0	0	0
-1949.1650390625	n/a	1995946	13210	1161	20216	0.0	0.0	6	3	1	2	151.228025	0	0	0	0.0	0.0	0	0
-1949.3486328125	n/a	1996134	13210	2389	21585	0.0	0.0	6	3	1	3	111.371659	0	0	0	0.0	0.0	0	0
-1949.5322265625	n/a	1996322	13210	2558	21766	0.0	0.0	6	1	1	3	111.166721	0	0	0	0.0	0.0	0	0
-1949.7158203125	n/a	1996510	13210	1823	20961	0.0	0.0	6	3	1	3	170.872927	0	0	0	0.0	0.0	0	0
-1949.8994140625	n/a	1996698	13210	2098	21278	0.0	0.0	6	3	1	3	166.81209	0	0	0	0.0	0.0	0	0
-1950.0830078125	n/a	1996886	13210	1318	20395	0.0	0.0	6	2	1	1	101.166477	0	0	0	0.0	0.0	0	0
-1950.267578125	n/a	1997075	13110	7357	11542	0.0	0.0	4	1	1	2	95.31357	0	5	2	0.106788	64.007812	1	1
-1950.451171875	n/a	1997263	13210	1236	20305	0.0	0.0	6	5	2	3	157.52107	0	0	0	0.0	0.0	0	0
-1950.634765625	n/a	1997451	13210	1299	20375	0.0	0.0	6	1	1	2	132.400742	0	0	0	0.0	0.0	0	0
-1950.7607421875	n/a	1997580	21131	7357	11542	0.0	0.4931640625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1950.818359375	n/a	1997639	13210	1722	20847	0.0	0.0	6	2	1	3	176.840952	0	0	0	0.0	0.0	0	0
-1950.9013671875	n/a	1997724	21132	0	0	0.140625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
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-1951.185546875	n/a	1998015	13210	1439	20533	0.0	0.0	6	1	2	3	111.819693	0	0	0	0.0	0.0	0	0
-1951.369140625	n/a	1998203	13210	1421	20511	0.0	0.0	6	2	2	1	124.341118	0	0	0	0.0	0.0	0	0
-1951.552734375	n/a	1998391	13110	7219	11007	0.0	0.0	4	2	1	2	141.468985	45	3	2	0.072531	207.234167	2	2
-1951.736328125	n/a	1998579	13210	1032	20044	0.0	0.0	6	1	1	1	120.290237	0	0	0	0.0	0.0	0	0
-1951.919921875	n/a	1998767	13210	1582	20697	0.0	0.0	6	2	1	2	110.416981	0	0	0	0.0	0.0	0	0
-1952.0751953125	n/a	1998926	21131	7219	11007	0.0	0.5224609375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1952.103515625	n/a	1998955	13210	1660	20784	0.0	0.0	6	3	1	2	117.67793	0	0	0	0.0	0.0	0	0
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-1952.2880859375	n/a	1999144	13210	1826	20964	0.0	0.0	6	3	1	2	125.974791	0	0	0	0.0	0.0	0	0
-1952.4716796875	n/a	1999332	13210	1708	20833	0.0	0.0	6	1	1	3	118.41625	0	0	0	0.0	0.0	0	0
-1953.70703125	n/a	2000597	13210	2183	21364	0.0	0.0	6	2	1	2	68.726472	0	0	0	0.0	0.0	0	0
-1953.890625	n/a	2000785	13210	1729	20854	0.0	0.0	6	1	1	2	157.121752	0	0	0	0.0	0.0	0	0
-1954.07421875	n/a	2000973	13210	2198	21379	0.0	0.0	6	3	1	3	80.248814	0	0	0	0.0	0.0	0	0
-1954.2578125	n/a	2001161	13210	1957	21117	0.0	0.0	6	1	1	2	191.249023	0	0	0	0.0	0.0	0	0
-1954.44140625	n/a	2001349	13210	1675	20799	0.0	0.0	6	3	1	3	99.263594	0	0	0	0.0	0.0	0	0
-1954.625	n/a	2001537	13110	7334	11465	0.0	0.0	4	1	1	3	124.136744	0	3	3	0.457123	152.042757	2	2
-1954.8095703125	n/a	2001726	13210	1977	21140	0.0	0.0	6	2	1	2	138.272009	0	0	0	0.0	0.0	0	0
-1954.9931640625	n/a	2001914	13210	1869	21009	0.0	0.0	6	2	1	2	101.407348	0	0	0	0.0	0.0	0	0
-1955.1767578125	n/a	2002102	13210	1313	20390	0.0	0.0	6	1	1	1	134.823922	0	0	0	0.0	0.0	0	0
-1955.2685546875	n/a	2002196	21131	7334	11465	0.0	0.6435546875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1955.3603515625	n/a	2002290	13210	2125	21306	0.0	0.0	6	1	1	1	121.35935	0	0	0	0.0	0.0	0	0
-1955.4189453125	n/a	2002350	21132	0	0	0.150390625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1955.5439453125	n/a	2002478	13210	2148	21329	0.0	0.0	6	3	1	2	109.379691	0	0	0	0.0	0.0	0	0
-1955.7275390625	n/a	2002666	13210	1716	20841	0.0	0.0	6	2	1	2	140.954578	0	0	0	0.0	0.0	0	0
-1955.9111328125	n/a	2002854	13210	1554	20666	0.0	0.0	6	1	1	3	119.866657	0	0	0	0.0	0.0	0	0
-1956.0947265625	n/a	2003042	13210	1515	20627	0.0	0.0	6	2	1	3	56.059753	0	0	0	0.0	0.0	0	0
-1956.2783203125	n/a	2003230	13110	7073	10397	0.0	0.0	4	2	1	2	112.529774	45	1	2	0.065645	165.060595	1	1
-1956.4619140625	n/a	2003418	13210	1440	20534	0.0	0.0	6	2	2	3	113.177091	0	0	0	0.0	0.0	0	0
-1956.6455078125	n/a	2003606	13210	1682	20806	0.0	0.0	6	1	1	2	58.787208	0	0	0	0.0	0.0	0	0
-1956.830078125	n/a	2003795	13210	1042	20055	0.0	0.0	6	2	2	2	101.771345	0	0	0	0.0	218.044407	0	0
-1957.0029296875	n/a	2003972	21131	7073	10397	0.0	0.724609375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1957.013671875	n/a	2003983	13210	2392	21588	0.0	0.0	6	3	1	3	110.54284	0	0	0	0.0	0.0	0	0
-1957.146484375	n/a	2004119	21132	0	0	0.1435546875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1957.197265625	n/a	2004171	13210	2264	21449	0.0	0.0	6	2	1	2	152.354283	0	0	0	0.0	0.0	0	0
-1957.380859375	n/a	2004359	13210	2200	21381	0.0	0.0	6	4	1	3	124.748228	0	0	0	0.0	0.0	0	0
-1957.564453125	n/a	2004547	13210	1368	20454	0.0	0.0	6	4	2	3	157.267512	0	0	0	0.0	0.0	0	0
-1957.748046875	n/a	2004735	13210	1676	20800	0.0	0.0	6	3	1	3	125.727497	0	0	0	0.0	0.0	0	0
-1957.931640625	n/a	2004923	13210	1530	20642	0.0	0.0	6	2	1	2	66.729506	0	0	0	0.0	0.0	0	0
-1958.115234375	n/a	2005111	13210	1167	20225	0.0	0.0	6	3	1	2	148.618595	0	0	0	0.0	0.0	0	0
-1958.298828125	n/a	2005299	13210	1923	21078	0.0	0.0	6	3	2	3	143.138571	0	0	0	0.0	0.0	0	0
-1958.482421875	n/a	2005487	13110	7271	11301	0.0	0.0	4	2	1	2	140.301596	45	2	2	0.120179	202.370947	1	1
-1958.666015625	n/a	2005675	13210	2071	21249	0.0	0.0	6	2	1	2	152.280527	0	0	0	0.0	0.0	0	0
-1958.8505859375	n/a	2005864	13210	2463	21666	0.0	0.0	6	3	1	3	80.323685	0	0	0	0.0	0.0	0	0
-1959.0087890625	n/a	2006026	21131	7271	11301	0.0	0.5263671875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.0341796875	n/a	2006052	13210	1550	20662	0.0	0.0	6	1	1	2	69.652247	0	0	0	0.0	0.0	0	0
-1959.1533203125	n/a	2006174	21132	0	0	0.14453125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.2177734375	n/a	2006240	13110	7075	10406	0.0	0.0	4	1	1	2	104.465004	90	1	2	0.245961	152.427032	2	2
-1959.4013671875	n/a	2006428	13210	1188	20250	0.0	0.0	6	1	1	1	149.780134	0	0	0	0.0	0.0	0	0
-1959.5849609375	n/a	2006616	13210	2346	21539	0.0	0.0	6	1	1	2	166.554368	0	0	0	0.0	0.0	0	0
-1959.759765625	n/a	2006795	21131	7075	10406	0.0	0.5419921875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.7685546875	n/a	2006804	13210	1336	20413	0.0	0.0	6	3	1	2	141.237217	0	0	0	0.0	0.0	0	0
-1959.9052734375	n/a	2006944	21132	0	0	0.1455078125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.9521484375	n/a	2006992	13210	2527	21735	0.0	0.0	6	3	1	2	93.980149	0	0	0	0.0	0.0	0	0
-1960.1357421875	n/a	2007180	13210	1638	20761	0.0	0.0	6	3	1	2	111.100609	0	0	0	0.0	0.0	0	0
-1960.3193359375	n/a	2007368	13110	7103	10610	0.0	0.0	4	2	1	2	128.438873	0	1	2	0.131063	192.338244	1	1
-1960.5029296875	n/a	2007556	13210	1661	20785	0.0	0.0	6	2	1	2	56.542758	0	0	0	0.0	0.0	0	0
-1960.6865234375	n/a	2007744	13210	1618	20735	0.0	0.0	6	1	1	2	150.2151	0	0	0	0.0	0.0	0	0
-1960.7236328125	n/a	2007782	21131	7103	10610	0.0	0.404296875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1960.8515625	n/a	2007913	21132	0	0	0.1279296875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1960.87109375	n/a	2007933	13210	1775	20907	0.0	0.0	6	2	1	2	146.76344	0	0	0	0.0	0.0	0	0
-1961.0546875	n/a	2008121	13210	2074	21252	0.0	0.0	6	3	1	3	94.907554	0	0	0	0.0	0.0	0	0
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-1961.60546875	n/a	2008685	13210	1519	20631	0.0	0.0	6	1	1	3	71.276078	0	0	0	0.0	0.0	0	0
-1961.7890625	n/a	2008873	13210	2236	21417	0.0	0.0	6	3	1	4	103.328092	0	0	0	0.0	0.0	0	0
-1961.97265625	n/a	2009061	13210	1376	20462	0.0	0.0	6	2	2	2	122.509639	0	0	0	0.0	0.0	0	0
-1962.15625	n/a	2009249	13210	1892	21040	0.0	0.0	6	1	2	1	142.883347	0	0	0	0.0	0.0	0	0
-1962.33984375	n/a	2009437	13210	2512	21720	0.0	0.0	6	2	1	2	117.747325	0	0	0	0.0	0.0	0	0
-1962.5234375	n/a	2009625	13110	7225	11077	0.0	0.0	4	1	1	2	94.382604	90	2	2	0.179744	210.641876	1	1
-1962.7080078125	n/a	2009814	13210	1706	20831	0.0	0.0	6	1	1	2	166.995807	0	0	0	0.0	0.0	0	0
-1962.8916015625	n/a	2010002	13210	1984	21149	0.0	0.0	6	1	1	2	79.993103	0	0	0	0.0	0.0	0	0
-1962.9931640625	n/a	2010106	21131	7225	11077	0.0	0.4697265625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1963.0751953125	n/a	2010190	13210	1075	20109	0.0	0.0	6	2	1	2	109.924367	0	0	0	0.0	0.0	0	0
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-1964.0810546875	n/a	2011220	21131	7040	10221	0.0	0.455078125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1964.2216796875	n/a	2011364	21132	0	0	0.140625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1965.044921875	n/a	2012207	13210	1327	20404	0.0	0.0	6	2	1	2	146.907729	0	0	0	0.0	0.0	0	0
-1965.228515625	n/a	2012395	13210	2249	21433	0.0	0.0	6	1	1	2	86.701355	0	0	0	0.0	0.0	0	0
-1965.4130859375	n/a	2012584	13210	2155	21336	0.0	0.0	6	3	1	2	139.831432	0	0	0	0.0	0.0	0	0
-1965.5966796875	n/a	2012772	13210	2535	21743	0.0	0.0	6	2	1	2	172.271093	0	0	0	0.0	0.0	0	0
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-1965.9638671875	n/a	2013148	13210	2380	21576	0.0	0.0	6	2	1	2	122.611378	0	0	0	0.0	0.0	0	0
-1966.1474609375	n/a	2013336	13210	2383	21579	0.0	0.0	6	1	1	2	156.966412	0	0	0	0.0	0.0	0	0
-1966.3310546875	n/a	2013524	13210	1567	20681	0.0	0.0	6	2	1	2	108.658791	0	0	0	0.0	0.0	0	0
-1966.5146484375	n/a	2013712	13210	2559	21767	0.0	0.0	6	1	1	2	114.887203	0	0	0	0.0	0.0	0	0
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-1966.8818359375	n/a	2014088	13210	2193	21374	0.0	0.0	6	1	1	2	125.589489	0	0	0	0.0	0.0	0	0
-1967.0654296875	n/a	2014276	13210	1155	20208	0.0	0.0	6	4	1	3	39.935245	0	0	0	0.0	0.0	0	0
-1967.2490234375	n/a	2014464	13210	1572	20686	0.0	0.0	6	1	1	2	112.357191	0	0	0	0.0	0.0	0	0
-1967.43359375	n/a	2014653	13210	1384	20473	0.0	0.0	6	2	2	2	78.789314	0	0	0	0.0	0.0	0	0
-1967.6171875	n/a	2014841	13210	1486	20585	0.0	0.0	6	1	1	2	160.244223	0	0	0	0.0	0.0	0	0
-1967.80078125	n/a	2015029	13210	2561	21769	0.0	0.0	6	2	1	2	96.949515	0	0	0	0.0	0.0	0	0
-1967.984375	n/a	2015217	13210	2212	21393	0.0	0.0	6	3	1	2	76.321892	0	0	0	0.0	0.0	0	0
-1968.16796875	n/a	2015405	13110	7249	11210	0.0	0.0	4	1	1	2	132.412892	90	3	2	0.28464	138.050715	1	1
-1968.3515625	n/a	2015593	13210	1782	20916	0.0	0.0	6	1	1	2	48.818655	0	0	0	0.0	0.0	0	0
-1968.53515625	n/a	2015781	13210	1047	20062	0.0	0.0	6	2	2	2	109.865605	0	0	0	0.0	0.0	0	0
-1968.71875	n/a	2015969	13210	2322	21512	0.0	0.0	6	1	1	2	147.240072	0	0	0	0.0	0.0	0	0
-1968.8017578125	n/a	2016054	21131	7249	11210	0.0	0.6337890625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1968.90234375	n/a	2016157	13110	7216	10985	0.0	0.0	4	4	1	3	107.086739	45	1	2	0.015531	209.403916	2	2
-1968.9365234375	n/a	2016192	21132	0	0	0.134765625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1969.0859375	n/a	2016345	13120	7365	11572	0.0	0.0	4	3	2	2	145.958262	45	1	2	0.197726	108.074049	1	1
-1969.26953125	n/a	2016533	13210	1243	20313	0.0	0.0	6	2	2	2	118.074939	0	0	0	0.0	0.0	0	0
-1969.4541015625	n/a	2016722	13210	2262	21447	0.0	0.0	6	2	1	1	153.361914	0	0	0	0.0	0.0	0	0
-1969.6376953125	n/a	2016910	13210	1928	21086	0.0	0.0	6	4	2	2	136.030165	0	0	0	0.0	0.0	0	0
-1969.6787109375	n/a	2016952	21131	7216	10985	0.0	0.7763671875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1969.8212890625	n/a	2017098	13120	7312	11412	0.0	0.0	4	1	1	2	96.23955	90	3	2	0.255116	73.736016	1	1
-1969.8603515625	n/a	2017138	21132	0	0	0.181640625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1970.0048828125	n/a	2017286	13210	1901	21051	0.0	0.0	6	2	2	2	76.154949	0	0	0	0.0	0.0	0	0
-1970.1884765625	n/a	2017474	13210	2396	21593	0.0	0.0	6	1	1	2	126.781754	0	0	0	0.0	0.0	0	0
-1970.3720703125	n/a	2017662	13210	1174	20233	0.0	0.0	6	2	1	2	58.870718	0	0	0	0.0	0.0	0	0
-1970.5556640625	n/a	2017850	13110	7204	10916	0.0	0.0	4	1	1	2	91.584063	180	1	1	0.192589	56.0803	1	1
-1970.7392578125	n/a	2018038	13210	1566	20680	0.0	0.0	6	2	1	2	141.754753	0	0	0	0.0	0.0	0	0
-1970.9228515625	n/a	2018226	13120	7345	11485	0.0	0.0	4	3	1	2	169.548811	90	3	2	0.042759	286.421019	2	2
-1971.0361328125	n/a	2018342	21131	7204	10916	0.0	0.48046875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1971.1064453125	n/a	2018414	13210	1842	20980	0.0	0.0	6	3	1	3	79.11626	0	0	0	0.0	0.0	0	0
-1971.1767578125	n/a	2018486	21132	0	0	0.140625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1971.291015625	n/a	2018603	13210	2487	21694	0.0	0.0	6	1	1	2	154.236944	0	0	0	0.0	0.0	0	0
-1971.474609375	n/a	2018791	13110	7024	10181	0.0	0.0	4	1	1	3	110.637616	180	1	2	0.192073	56.035703	1	1
-1971.658203125	n/a	2018979	13210	2051	21228	0.0	0.0	6	2	1	2	85.927799	0	0	0	0.0	0.0	0	0
-1971.841796875	n/a	2019167	13210	2065	21243	0.0	0.0	6	3	1	5	104.271802	0	0	0	0.0	0.0	0	0
-1971.9453125	n/a	2019273	21131	7024	10181	0.0	0.470703125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1972.025390625	n/a	2019355	13210	2508	21716	0.0	0.0	6	2	1	2	143.987094	0	0	0	0.0	0.0	0	0
-1972.1025390625	n/a	2019434	21132	0	0	0.1572265625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1972.208984375	n/a	2019543	13220	1319	20396	0.0	0.0	6	1	1	2	128.610856	0	0	0	0.0	0.0	0	0
-1972.392578125	n/a	2019731	13210	1137	20185	0.0	0.0	6	1	1	2	203.53445	0	0	0	0.0	0.0	0	0
-1972.576171875	n/a	2019919	13120	7250	11212	0.0	0.0	4	2	1	1	158.167267	45	2	2	0.105026	182.389693	1	1
-1972.759765625	n/a	2020107	13210	1909	21060	0.0	0.0	6	2	2	2	145.335783	0	0	0	0.0	0.0	0	0
-1972.7861328125	n/a	2020134	21121	1319	20396	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1972.91796875	n/a	2020269	21122	0	0	0.1318359375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1972.943359375	n/a	2020295	13210	1678	20802	0.0	0.0	6	1	1	1	103.412458	0	0	0	0.0	0.0	0	0
-1973.126953125	n/a	2020483	13210	1736	20862	0.0	0.0	6	2	1	2	96.118448	0	0	0	0.0	0.0	0	0
-1973.3115234375	n/a	2020672	13210	1865	21005	0.0	0.0	6	3	1	2	82.649587	0	0	0	0.0	0.0	0	0
-1973.4951171875	n/a	2020860	13210	1908	21059	0.0	0.0	6	1	2	2	176.661257	0	0	0	0.0	0.0	0	0
-1973.6787109375	n/a	2021048	13210	1093	20131	0.0	0.0	6	1	1	2	102.208121	0	0	0	0.0	0.0	0	0
-1973.8623046875	n/a	2021236	13120	7020	10156	0.0	0.0	4	2	1	3	108.675874	45	2	1	0.026028	132.548104	1	1
-1974.0458984375	n/a	2021424	13210	1221	20289	0.0	0.0	6	5	2	3	210.674014	0	0	0	0.0	0.0	0	0
-1974.2294921875	n/a	2021612	13210	2501	21708	0.0	0.0	6	1	1	1	87.593149	0	0	0	0.0	0.0	0	0
-1974.4130859375	n/a	2021800	13210	2433	21633	0.0	0.0	6	2	1	2	109.732206	0	0	0	0.0	0.0	0	0
-1974.5966796875	n/a	2021988	13210	2166	21347	0.0	0.0	6	3	1	3	102.040299	0	0	0	0.0	0.0	0	0
-1974.7802734375	n/a	2022176	13210	1532	20644	0.0	0.0	6	3	1	3	63.011269	0	0	0	0.0	0.0	0	0
-1974.9638671875	n/a	2022364	13210	1542	20654	0.0	0.0	6	1	1	2	118.341454	0	0	0	0.0	0.0	0	0
-1975.1474609375	n/a	2022552	13210	1230	20299	0.0	0.0	6	2	2	2	113.211502	0	0	0	0.0	0.0	0	0
-1976.3837890625	n/a	2023818	13210	1226	20295	0.0	0.0	6	2	2	1	133.729362	0	0	0	0.0	0.0	0	0
-1976.5673828125	n/a	2024006	13210	1474	20572	0.0	0.0	6	2	2	2	102.214209	0	0	0	0.0	0.0	0	0
-1976.7509765625	n/a	2024194	13210	2095	21275	0.0	0.0	6	3	1	2	42.398406	0	0	0	0.0	0.0	0	0
-1976.9345703125	n/a	2024382	13210	2456	21659	0.0	0.0	6	2	1	3	88.025621	0	0	0	0.0	0.0	0	0
-1977.1181640625	n/a	2024570	13110	7335	11470	0.0	0.0	4	1	1	1	113.909841	0	2	2	0.548887	77.466122	1	1
-1977.3017578125	n/a	2024758	13210	2284	21474	0.0	0.0	6	2	1	3	80.435052	0	0	0	0.0	0.0	0	0
-1977.4853515625	n/a	2024946	13210	1014	20019	0.0	0.0	6	2	1	1	148.304186	0	0	0	0.0	218.044407	0	0
-1977.603515625	n/a	2025067	21131	7335	11470	0.0	0.4853515625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1977.6689453125	n/a	2025134	13110	7269	11299	0.0	0.0	4	2	1	1	137.670161	45	2	3	0.066032	90.66973	2	1
-1977.7646484375	n/a	2025232	21132	0	0	0.1611328125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1977.853515625	n/a	2025323	13210	1559	20673	0.0	0.0	6	1	1	2	89.811202	0	0	0	0.0	0.0	0	0
-1978.037109375	n/a	2025511	13210	1453	20550	0.0	0.0	6	2	1	2	147.358484	0	0	0	0.0	0.0	0	0
-1978.119140625	n/a	2025595	21131	7269	11299	0.0	0.4501953125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1978.220703125	n/a	2025699	13210	1576	20691	0.0	0.0	6	2	1	1	148.028317	0	0	0	0.0	0.0	0	0
-1978.2919921875	n/a	2025772	21132	0	0	0.1728515625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1978.404296875	n/a	2025887	13210	1206	20271	0.0	0.0	6	3	1	2	103.013528	0	0	0	0.0	0.0	0	0
-1978.587890625	n/a	2026075	13110	7313	11415	0.0	0.0	4	2	1	2	116.738573	0	2	2	0.100931	126.909417	2	1
-1978.771484375	n/a	2026263	13210	1117	20164	0.0	0.0	6	2	1	3	110.951654	0	0	0	0.0	0.0	0	0
-1978.955078125	n/a	2026451	13210	1653	20776	0.0	0.0	6	1	1	2	144.350341	0	0	0	0.0	0.0	0	0
-1979.03515625	n/a	2026533	21131	7313	11415	0.0	0.447265625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1979.138671875	n/a	2026639	13120	7139	10746	0.0	0.0	4	1	1	2	111.742789	90	4	2	0.129989	144.100659	1	1
-1979.169921875	n/a	2026671	21132	0	0	0.134765625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1979.322265625	n/a	2026827	13210	2395	21592	0.0	0.0	6	3	1	3	121.279457	0	0	0	0.0	0.0	0	0
-1979.505859375	n/a	2027015	13210	2428	21627	0.0	0.0	6	3	1	2	129.042664	0	0	0	0.0	0.0	0	0
-1979.689453125	n/a	2027203	13210	1158	20213	0.0	0.0	6	1	1	1	103.805016	0	0	0	0.0	0.0	0	0
-1979.8740234375	n/a	2027392	13210	1875	21018	0.0	0.0	6	2	1	3	32.303985	0	0	0	0.0	0.0	0	0
-1980.0576171875	n/a	2027580	13210	2101	21282	0.0	0.0	6	2	1	2	103.889198	0	0	0	0.0	0.0	0	0
-1980.2412109375	n/a	2027768	13110	7164	10789	0.0	0.0	4	2	1	2	93.330181	135	2	3	0.078922	209.29644	2	2
-1980.4248046875	n/a	2027956	13210	1354	20438	0.0	0.0	6	3	2	2	182.361911	0	0	0	0.0	0.0	0	0
-1980.6083984375	n/a	2028144	13210	1866	21006	0.0	0.0	6	2	1	2	68.114038	0	0	0	0.0	0.0	0	0
-1980.779296875	n/a	2028319	21131	7164	10789	0.0	0.5380859375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1980.7919921875	n/a	2028332	13210	2280	21469	0.0	0.0	6	3	1	2	144.88598	0	0	0	0.0	0.0	0	0
-1980.92578125	n/a	2028469	21132	0	0	0.146484375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1980.9755859375	n/a	2028520	13210	1156	20209	0.0	0.0	6	1	1	2	121.054071	0	0	0	0.0	0.0	0	0
-1981.1591796875	n/a	2028708	13210	1322	20399	0.0	0.0	6	3	1	2	117.762958	0	0	0	0.0	0.0	0	0
-1981.3427734375	n/a	2028896	13210	1759	20888	0.0	0.0	6	3	2	2	159.35898	0	0	0	0.0	0.0	0	0
-1981.5263671875	n/a	2029084	13120	7127	10677	0.0	0.0	4	2	1	2	129.38152	45	5	2	0.03215	292.911249	3	3
-1981.7099609375	n/a	2029272	13210	1617	20734	0.0	0.0	6	1	1	1	107.595026	0	0	0	0.0	0.0	0	0
-1981.89453125	n/a	2029461	13210	2314	21504	0.0	0.0	6	1	1	2	128.282755	0	0	0	0.0	0.0	0	0
-1982.078125	n/a	2029649	13210	1703	20828	0.0	0.0	6	3	1	2	135.823938	0	0	0	0.0	0.0	0	0
-1982.26171875	n/a	2029837	13210	1218	20284	0.0	0.0	6	1	2	2	134.44966	0	0	0	0.0	0.0	0	0
-1982.4453125	n/a	2030025	13110	7025	10182	0.0	0.0	4	2	2	2	122.064872	90	2	2	0.108705	141.014184	1	1
-1982.62890625	n/a	2030213	13210	1604	20720	0.0	0.0	6	2	1	2	109.755072	0	0	0	0.0	0.0	0	0
-1982.8125	n/a	2030401	13210	1224	20293	0.0	0.0	6	4	2	3	69.104545	0	0	0	0.0	0.0	0	0
-1982.966796875	n/a	2030559	21131	7025	10182	0.0	0.521484375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1982.99609375	n/a	2030589	13210	1021	20030	0.0	0.0	6	1	1	3	118.291354	0	0	0	0.0	218.044407	0	0
-1983.11328125	n/a	2030709	21132	0	0	0.146484375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1983.1796875	n/a	2030777	13110	7287	11321	0.0	0.0	4	2	1	3	100.264201	135	1	2	0.123551	122.641755	1	1
-1983.36328125	n/a	2030965	13210	1730	20855	0.0	0.0	6	3	1	2	122.462329	0	0	0	0.0	0.0	0	0
-1983.546875	n/a	2031153	13210	1816	20954	0.0	0.0	6	4	2	3	118.301558	0	0	0	0.0	0.0	0	0
-1983.6015625	n/a	2031209	21131	7287	11321	0.0	0.421875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1983.73046875	n/a	2031341	13210	2505	21712	0.0	0.0	6	1	1	2	118.257041	0	0	0	0.0	0.0	0	0
-1983.75	n/a	2031361	21132	0	0	0.1484375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1983.9150390625	n/a	2031530	13210	1146	20197	0.0	0.0	6	3	1	2	181.990256	0	0	0	0.0	0.0	0	0
-1984.0986328125	n/a	2031718	13210	1907	21058	0.0	0.0	6	3	2	2	177.689519	0	0	0	0.0	0.0	0	0
-1984.2822265625	n/a	2031906	13210	1445	20539	0.0	0.0	6	3	1	3	120.385256	0	0	0	0.0	0.0	0	0
-1984.4658203125	n/a	2032094	13210	2242	21423	0.0	0.0	6	1	1	2	107.161946	0	0	0	0.0	0.0	0	0
-1984.6494140625	n/a	2032282	13210	1895	21043	0.0	0.0	6	1	2	2	138.35415	0	0	0	0.0	0.0	0	0
-1984.8330078125	n/a	2032470	13210	1900	21050	0.0	0.0	6	2	2	2	107.664673	0	0	0	0.0	0.0	0	0
-1985.0166015625	n/a	2032658	13210	1310	20387	0.0	0.0	6	4	2	3	170.181465	0	0	0	0.0	0.0	0	0
-1985.2001953125	n/a	2032846	13210	1406	20495	0.0	0.0	6	3	2	3	85.216136	0	0	0	0.0	0.0	0	0
-1985.3837890625	n/a	2033034	13210	1264	20337	0.0	0.0	6	1	1	3	49.46446	0	0	0	0.0	0.0	0	0
-1985.5673828125	n/a	2033222	13210	1482	20580	0.0	0.0	6	2	1	2	138.144939	0	0	0	0.0	0.0	0	0
-1985.7509765625	n/a	2033410	13210	2128	21309	0.0	0.0	6	1	1	3	134.961047	0	0	0	0.0	0.0	0	0
-1985.935546875	n/a	2033599	13210	2473	21680	0.0	0.0	6	3	1	2	153.49215	0	0	0	0.0	0.0	0	0
-1986.119140625	n/a	2033787	13210	2147	21328	0.0	0.0	6	2	1	2	169.698676	0	0	0	0.0	0.0	0	0
-1986.302734375	n/a	2033975	13210	2076	21254	0.0	0.0	6	1	1	3	144.944718	0	0	0	0.0	0.0	0	0
-1986.486328125	n/a	2034163	13110	7005	10035	0.0	0.0	4	1	1	3	126.270869	135	1	2	0.136084	109.480592	2	1
-1987.1572265625	n/a	2034850	21131	7005	10035	0.0	0.6708984375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1987.3291015625	n/a	2035026	21132	0	0	0.171875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1987.7216796875	n/a	2035428	13210	2540	21748	0.0	0.0	6	2	1	2	110.918553	0	0	0	0.0	0.0	0	0
-1987.9052734375	n/a	2035616	13210	2539	21747	0.0	0.0	6	2	1	2	140.11952	0	0	0	0.0	0.0	0	0
-1988.0888671875	n/a	2035804	13210	1950	21110	0.0	0.0	6	1	1	3	156.963201	0	0	0	0.0	0.0	0	0
-1988.2724609375	n/a	2035992	13210	1621	20738	0.0	0.0	6	1	1	1	181.789831	0	0	0	0.0	0.0	0	0
-1988.4560546875	n/a	2036180	13210	1824	20962	0.0	0.0	6	3	1	2	100.704903	0	0	0	0.0	0.0	0	0
-1988.640625	n/a	2036369	13210	1045	20058	0.0	0.0	6	3	1	3	153.384165	0	0	0	0.0	0.0	0	0
-1988.82421875	n/a	2036557	13110	7029	10206	0.0	0.0	4	1	1	2	81.874978	90	3	3	0.51032	42.047592	1	1
-1989.0078125	n/a	2036745	13210	1672	20796	0.0	0.0	6	3	1	3	106.527988	0	0	0	0.0	0.0	0	0
-1989.19140625	n/a	2036933	13210	2496	21703	0.0	0.0	6	2	1	3	82.716405	0	0	0	0.0	0.0	0	0
-1989.375	n/a	2037121	13210	1872	21012	0.0	0.0	6	2	1	2	121.128271	0	0	0	0.0	0.0	0	0
-1989.42578125	n/a	2037173	21131	7029	10206	0.0	0.6015625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1989.55859375	n/a	2037309	13210	2310	21500	0.0	0.0	6	2	1	2	135.221609	0	0	0	0.0	0.0	0	0
-1989.58984375	n/a	2037341	21132	0	0	0.1640625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1989.7421875	n/a	2037497	13210	1531	20643	0.0	0.0	6	1	1	1	165.590305	0	0	0	0.0	0.0	0	0
-1989.92578125	n/a	2037685	13210	1781	20915	0.0	0.0	6	1	1	1	136.576474	0	0	0	0.0	0.0	0	0
-1990.109375	n/a	2037873	13210	1663	20787	0.0	0.0	6	2	1	2	151.161867	0	0	0	0.0	0.0	0	0
-1990.29296875	n/a	2038061	13210	2361	21555	0.0	0.0	6	3	1	2	106.53389	0	0	0	0.0	0.0	0	0
-1990.4775390625	n/a	2038250	13210	2109	21290	0.0	0.0	6	3	1	2	137.703698	0	0	0	0.0	0.0	0	0
-1990.6611328125	n/a	2038438	13210	1918	21072	0.0	0.0	6	3	2	3	150.583115	0	0	0	0.0	0.0	0	0
-1990.8447265625	n/a	2038626	13210	1331	20408	0.0	0.0	6	2	1	2	125.697628	0	0	0	0.0	0.0	0	0
-1991.0283203125	n/a	2038814	13210	2319	21509	0.0	0.0	6	1	1	2	130.391804	0	0	0	0.0	0.0	0	0
-1991.2119140625	n/a	2039002	13210	2230	21411	0.0	0.0	6	1	1	2	124.983499	0	0	0	0.0	0.0	0	0
-1991.3955078125	n/a	2039190	13210	1632	20755	0.0	0.0	6	2	1	2	126.867828	0	0	0	0.0	0.0	0	0
-1991.5791015625	n/a	2039378	13210	2024	21198	0.0	0.0	6	2	1	2	150.193682	0	0	0	0.0	0.0	0	0
-1991.7626953125	n/a	2039566	13210	1366	20452	0.0	0.0	6	4	2	3	162.57517	0	0	0	0.0	0.0	0	0
-1991.9462890625	n/a	2039754	13210	2502	21709	0.0	0.0	6	1	1	1	193.677487	0	0	0	0.0	0.0	0	0
-1992.1298828125	n/a	2039942	13210	1806	20941	0.0	0.0	6	1	1	3	108.560707	0	0	0	0.0	0.0	0	0
-1992.3134765625	n/a	2040130	13210	2374	21570	0.0	0.0	6	3	1	2	143.165886	0	0	0	0.0	0.0	0	0
-1992.498046875	n/a	2040319	13210	1291	20366	0.0	0.0	6	1	1	2	80.809175	0	0	0	0.0	0.0	0	0
-1992.681640625	n/a	2040507	13210	1507	20617	0.0	0.0	6	1	1	2	116.241406	0	0	0	0.0	0.0	0	0
-1992.865234375	n/a	2040695	13210	1511	20623	0.0	0.0	6	2	1	2	72.247634	0	0	0	0.0	0.0	0	0
-1993.048828125	n/a	2040883	13120	7012	10060	0.0	0.0	4	1	1	1	157.766893	45	1	3	0.040013	155.438091	1	1
-1993.232421875	n/a	2041071	13210	1578	20693	0.0	0.0	6	2	1	2	137.021999	0	0	0	0.0	0.0	0	0
-1993.416015625	n/a	2041259	13210	1825	20963	0.0	0.0	6	1	1	2	66.236244	0	0	0	0.0	0.0	0	0
-1993.599609375	n/a	2041447	13210	2271	21456	0.0	0.0	6	2	1	2	56.733916	0	0	0	0.0	0.0	0	0
-1993.783203125	n/a	2041635	13210	2500	21707	0.0	0.0	6	2	1	2	133.192997	0	0	0	0.0	0.0	0	0
-1993.966796875	n/a	2041823	13210	2474	21681	0.0	0.0	6	1	1	1	119.461811	0	0	0	0.0	0.0	0	0
-1994.150390625	n/a	2042011	13210	1494	20597	0.0	0.0	6	3	2	3	146.688976	0	0	0	0.0	0.0	0	0
-1994.333984375	n/a	2042199	13210	2276	21461	0.0	0.0	6	2	1	3	73.290722	0	0	0	0.0	0.0	0	0
-1994.5185546875	n/a	2042388	13210	1071	20104	0.0	0.0	6	2	1	3	86.524634	0	0	0	0.0	218.044407	0	0
-1994.7021484375	n/a	2042576	13210	1603	20719	0.0	0.0	6	2	1	2	77.886263	0	0	0	0.0	0.0	0	0
-1994.8857421875	n/a	2042764	13210	2008	21180	0.0	0.0	6	1	1	3	88.939856	0	0	0	0.0	0.0	0	0
-1995.0693359375	n/a	2042952	13210	1734	20859	0.0	0.0	6	3	1	3	125.332237	0	0	0	0.0	0.0	0	0
-1995.2529296875	n/a	2043140	13210	1709	20834	0.0	0.0	6	2	1	2	153.221282	0	0	0	0.0	0.0	0	0
-1995.4365234375	n/a	2043328	13210	2258	21443	0.0	0.0	6	2	1	2	133.860585	0	0	0	0.0	0.0	0	0
-1995.6201171875	n/a	2043516	13210	2031	21206	0.0	0.0	6	2	1	2	93.37701	0	0	0	0.0	0.0	0	0
-1995.8037109375	n/a	2043704	13210	1200	20264	0.0	0.0	6	3	2	2	168.15131	0	0	0	0.0	0.0	0	0
-1995.9873046875	n/a	2043892	13110	7191	10875	0.0	0.0	4	1	1	2	130.504178	135	2	2	0.174713	130.04999	1	1
-1996.1708984375	n/a	2044080	13210	1053	20073	0.0	0.0	6	2	1	3	89.968541	0	0	0	0.0	0.0	0	0
-1996.3544921875	n/a	2044268	13210	2348	21541	0.0	0.0	6	3	1	2	136.683467	0	0	0	0.0	0.0	0	0
-1996.5390625	n/a	2044457	13210	1435	20529	0.0	0.0	6	3	2	2	117.770382	0	0	0	0.0	0.0	0	0
-1996.5595703125	n/a	2044478	21131	7191	10875	0.0	0.572265625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1996.72265625	n/a	2044645	13210	1426	20517	0.0	0.0	6	3	2	3	137.766185	0	0	0	0.0	0.0	0	0
-1996.7294921875	n/a	2044652	21132	0	0	0.169921875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1996.90625	n/a	2044833	13210	1196	20260	0.0	0.0	6	3	2	2	110.55314	0	0	0	0.0	0.0	0	0
-1997.08984375	n/a	2045021	13210	2549	21757	0.0	0.0	6	2	1	2	73.464444	0	0	0	0.0	0.0	0	0
-1997.2734375	n/a	2045209	13210	1556	20669	0.0	0.0	6	2	1	3	53.857212	0	0	0	0.0	0.0	0	0
-1997.45703125	n/a	2045397	13210	1397	20486	0.0	0.0	6	3	2	3	137.235322	0	0	0	0.0	0.0	0	0
-1997.640625	n/a	2045585	13210	2068	21246	0.0	0.0	6	1	1	2	94.551978	0	0	0	0.0	0.0	0	0
-1997.82421875	n/a	2045773	13210	1520	20632	0.0	0.0	6	1	1	2	59.38288	0	0	0	0.0	0.0	0	0
-1999.060546875	n/a	2047039	13210	2113	21294	0.0	0.0	6	1	1	2	108.942347	0	0	0	0.0	0.0	0	0
-1999.244140625	n/a	2047227	13110	7042	10237	0.0	0.0	4	3	1	2	112.565406	135	2	2	0.02475	311.218573	1	1
-1999.427734375	n/a	2047415	13210	1069	20095	0.0	0.0	6	1	1	3	134.611087	0	0	0	0.0	0.0	0	0
-1999.611328125	n/a	2047603	13210	1233	20302	0.0	0.0	6	2	2	2	211.87608	0	0	0	0.0	0.0	0	0
-1999.794921875	n/a	2047791	13210	1346	20424	0.0	0.0	6	1	1	3	77.008404	0	0	0	0.0	0.0	0	0
-1999.7998046875	n/a	2047796	21131	7042	10237	0.0	0.5556640625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1999.978515625	n/a	2047979	13210	2267	21452	0.0	0.0	6	2	1	2	135.376068	0	0	0	0.0	0.0	0	0
-2000.0283203125	n/a	2048030	21132	0	0	0.228515625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2000.162109375	n/a	2048167	13210	1182	20244	0.0	0.0	6	2	1	2	196.617483	0	0	0	0.0	0.0	0	0
-2000.345703125	n/a	2048355	13210	1420	20510	0.0	0.0	6	2	2	2	106.291256	0	0	0	0.0	0.0	0	0
-2000.529296875	n/a	2048543	13210	1939	21098	0.0	0.0	6	2	1	2	92.992699	0	0	0	0.0	0.0	0	0
-2000.712890625	n/a	2048731	13210	1031	20043	0.0	0.0	6	4	2	3	149.262646	0	0	0	0.0	0.0	0	0
-2000.896484375	n/a	2048919	13210	1970	21131	0.0	0.0	6	2	1	2	102.214154	0	0	0	0.0	0.0	0	0
-2001.0810546875	n/a	2049108	13210	1683	20807	0.0	0.0	6	4	1	3	132.974606	0	0	0	0.0	0.0	0	0
-2001.2646484375	n/a	2049296	13210	1284	20359	0.0	0.0	6	1	1	2	140.952021	0	0	0	0.0	0.0	0	0
-2001.4482421875	n/a	2049484	13210	2376	21572	0.0	0.0	6	3	1	2	144.39999	0	0	0	0.0	0.0	0	0
-2001.6318359375	n/a	2049672	13210	2330	21522	0.0	0.0	6	1	1	2	131.922544	0	0	0	0.0	0.0	0	0
-2001.8154296875	n/a	2049860	13210	1927	21085	0.0	0.0	6	3	2	2	156.857219	0	0	0	0.0	0.0	0	0
-2001.9990234375	n/a	2050048	13210	2228	21409	0.0	0.0	6	2	1	3	141.150389	0	0	0	0.0	0.0	0	0
-2002.1826171875	n/a	2050236	13210	2497	21704	0.0	0.0	6	3	1	2	55.055586	0	0	0	0.0	0.0	0	0
-2002.3662109375	n/a	2050424	13110	7087	10491	0.0	0.0	4	3	1	2	85.443893	0	1	1	0.129892	233.754144	1	1
-2002.5498046875	n/a	2050612	13120	7320	11432	0.0	0.0	4	1	1	3	125.77739	45	2	2	0.471482	118.338498	1	1
-2002.7333984375	n/a	2050800	13110	7088	10492	0.0	0.0	4	3	1	2	130.167522	0	1	2	0.109927	200.524313	2	2
-2002.9169921875	n/a	2050988	13120	7093	10562	0.0	0.0	4	2	1	2	116.165048	45	1	2	0.094526	133.461605	1	1
-2003.1015625	n/a	2051177	13210	1862	21001	0.0	0.0	6	3	1	2	29.327837	0	0	0	0.0	0.0	0	0
-2003.21875	n/a	2051297	21131	7087	10491	0.0	0.8525390625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.28515625	n/a	2051365	13210	2107	21288	0.0	0.0	6	1	1	2	116.110963	0	0	0	0.0	0.0	0	0
-2003.4169921875	n/a	2051500	21132	0	0	0.1982421875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.46875	n/a	2051553	13210	1740	20867	0.0	0.0	6	1	1	2	169.671333	0	0	0	0.0	0.0	0	0
-2003.611328125	n/a	2051699	21131	7088	10492	0.0	0.8779296875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.65234375	n/a	2051741	13110	7281	11315	0.0	0.0	4	4	1	3	113.884622	45	2	3	0.005184	305.679571	2	1
-2003.78515625	n/a	2051877	21132	0	0	0.173828125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.8359375	n/a	2051929	13210	1293	20368	0.0	0.0	6	3	1	3	125.790895	0	0	0	0.0	0.0	0	0
-2004.01953125	n/a	2052117	13210	1905	21056	0.0	0.0	6	3	2	3	105.119208	0	0	0	0.0	0.0	0	0
-2004.203125	n/a	2052305	13210	1372	20458	0.0	0.0	6	1	2	1	94.117218	0	0	0	0.0	0.0	0	0
-2004.2822265625	n/a	2052386	21131	7281	11315	0.0	0.6298828125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2004.38671875	n/a	2052493	13210	2157	21338	0.0	0.0	6	2	1	2	87.042733	0	0	0	0.0	0.0	0	0
-2004.447265625	n/a	2052555	21132	0	0	0.1650390625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2004.5703125	n/a	2052681	13210	1724	20849	0.0	0.0	6	1	1	2	160.118871	0	0	0	0.0	0.0	0	0
-2004.75390625	n/a	2052869	13210	1160	20215	0.0	0.0	6	1	1	1	74.24177	0	0	0	0.0	0.0	0	0
-2004.9375	n/a	2053057	13110	7117	10661	0.0	0.0	4	1	1	2	106.980121	180	1	2	0.141144	253.60205	1	1
-2005.1220703125	n/a	2053246	13210	1252	20322	0.0	0.0	6	2	1	1	164.449388	0	0	0	0.0	0.0	0	0
-2005.3056640625	n/a	2053434	13210	1013	20018	0.0	0.0	6	2	1	2	98.84443	0	0	0	0.0	218.044407	0	0
-2005.3720703125	n/a	2053502	21131	7117	10661	0.0	0.4345703125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2005.4892578125	n/a	2053622	13110	7018	10144	0.0	0.0	4	1	1	1	106.114927	45	2	2	0.316061	100.603181	1	1
-2005.544921875	n/a	2053679	21132	0	0	0.1728515625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2005.6728515625	n/a	2053810	13210	2167	21348	0.0	0.0	6	3	1	2	114.040464	0	0	0	0.0	0.0	0	0
-2005.8564453125	n/a	2053998	13210	1061	20086	0.0	0.0	6	3	2	2	85.88842	0	0	0	0.0	0.0	0	0
-2005.9677734375	n/a	2054112	21131	7018	10144	0.0	0.478515625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2006.0400390625	n/a	2054186	13210	2331	21523	0.0	0.0	6	1	1	2	171.916435	0	0	0	0.0	0.0	0	0
-2006.125	n/a	2054273	21132	0	0	0.1572265625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2006.2236328125	n/a	2054374	13210	1733	20858	0.0	0.0	6	3	1	3	119.799966	0	0	0	0.0	0.0	0	0
-2006.4072265625	n/a	2054562	13210	1388	20477	0.0	0.0	6	4	2	3	210.167028	0	0	0	0.0	0.0	0	0
-2006.5908203125	n/a	2054750	13210	2163	21344	0.0	0.0	6	3	1	3	68.169266	0	0	0	0.0	0.0	0	0
-2006.7744140625	n/a	2054938	13210	1112	20157	0.0	0.0	6	2	1	2	121.463013	0	0	0	0.0	0.0	0	0
-2006.9580078125	n/a	2055126	13210	2354	21548	0.0	0.0	6	1	1	1	44.782567	0	0	0	0.0	0.0	0	0
-2007.142578125	n/a	2055315	13210	1655	20778	0.0	0.0	6	2	1	2	155.497943	0	0	0	0.0	0.0	0	0
-2007.326171875	n/a	2055503	13210	1351	20431	0.0	0.0	6	4	2	3	148.459804	0	0	0	0.0	0.0	0	0
-2007.509765625	n/a	2055691	13210	1818	20956	0.0	0.0	6	1	1	3	105.21907	0	0	0	0.0	0.0	0	0
-2007.693359375	n/a	2055879	13210	2156	21337	0.0	0.0	6	3	1	2	132.740029	0	0	0	0.0	0.0	0	0
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-4331.318359375	n/a	4435271	13210	2026	21200	0.0	0.0	6	3	1	2	149.45003	0	0	0	0.0	0.0	0	0
-4331.501953125	n/a	4435459	13210	1155	20208	0.0	0.0	6	4	1	3	39.935245	0	0	0	0.0	0.0	0	0
-4331.685546875	n/a	4435647	13210	2006	21177	0.0	0.0	6	2	1	3	70.342684	0	0	0	0.0	0.0	0	0
-4331.869140625	n/a	4435835	13210	2365	21560	0.0	0.0	6	2	1	3	73.578932	0	0	0	0.0	0.0	0	0
-4332.052734375	n/a	4436023	13210	1420	20510	0.0	0.0	6	2	2	2	106.291256	0	0	0	0.0	0.0	0	0
-4332.2373046875	n/a	4436212	13210	1177	20237	0.0	0.0	6	1	1	2	73.284566	0	0	0	0.0	0.0	0	0
-4332.4208984375	n/a	4436400	13210	1335	20412	0.0	0.0	6	1	1	2	134.596603	0	0	0	0.0	0.0	0	0
-4332.6044921875	n/a	4436588	13120	8249	10729	0.0	0.0	4	3	1	3	129.03904	0	2	2	0.008358	193.297698	2	2
-4332.7880859375	n/a	4436776	13210	1810	20946	0.0	0.0	6	1	1	3	62.871475	0	0	0	0.0	0.0	0	0
-4332.9716796875	n/a	4436964	13210	1908	21059	0.0	0.0	6	1	2	2	176.661257	0	0	0	0.0	0.0	0	0
-4333.1552734375	n/a	4437152	13210	1217	20283	0.0	0.0	6	3	2	2	130.70347	0	0	0	0.0	0.0	0	0
-4333.3388671875	n/a	4437340	13210	1515	20627	0.0	0.0	6	2	1	3	56.059753	0	0	0	0.0	0.0	0	0
-4333.5224609375	n/a	4437528	13210	1166	20224	0.0	0.0	6	2	1	2	110.235939	0	0	0	0.0	0.0	0	0
-4333.7060546875	n/a	4437716	13210	2449	21651	0.0	0.0	6	2	1	2	84.466327	0	0	0	0.0	0.0	0	0
-4333.8896484375	n/a	4437904	13210	2141	21322	0.0	0.0	6	1	1	2	201.355551	0	0	0	0.0	0.0	0	0
-4334.0732421875	n/a	4438092	13210	1452	20549	0.0	0.0	6	1	1	2	141.199479	0	0	0	0.0	0.0	0	0
-4334.2568359375	n/a	4438280	13210	1890	21038	0.0	0.0	6	3	2	2	114.902717	0	0	0	0.0	0.0	0	0
-4334.44140625	n/a	4438469	13210	1962	21123	0.0	0.0	6	3	1	3	74.509399	0	0	0	0.0	0.0	0	0
-4334.625	n/a	4438657	13210	1899	21049	0.0	0.0	6	2	2	2	114.562355	0	0	0	0.0	0.0	0	0
-4334.80859375	n/a	4438845	13210	2381	21577	0.0	0.0	6	3	1	2	150.193521	0	0	0	0.0	0.0	0	0
-4334.9921875	n/a	4439033	13210	2149	21330	0.0	0.0	6	3	1	2	119.910243	0	0	0	0.0	0.0	0	0
-4336.2275390625	n/a	4440298	13210	1053	20073	0.0	0.0	6	2	1	3	89.968541	0	0	0	0.0	0.0	0	0
-4336.4111328125	n/a	4440486	13210	1276	20349	0.0	0.0	6	1	1	2	109.177064	0	0	0	0.0	0.0	0	0
-4336.5947265625	n/a	4440674	13210	2223	21404	0.0	0.0	6	2	1	3	138.124135	0	0	0	0.0	0.0	0	0
-4336.7783203125	n/a	4440862	13210	1182	20244	0.0	0.0	6	2	1	2	196.617483	0	0	0	0.0	0.0	0	0
-4336.962890625	n/a	4441051	13210	2310	21500	0.0	0.0	6	2	1	2	135.221609	0	0	0	0.0	0.0	0	0
-4337.146484375	n/a	4441239	13210	2398	21596	0.0	0.0	6	1	1	2	85.397098	0	0	0	0.0	0.0	0	0
-4337.330078125	n/a	4441427	13210	1608	20724	0.0	0.0	6	2	1	2	129.421576	0	0	0	0.0	0.0	0	0
-4337.513671875	n/a	4441615	13210	2259	21444	0.0	0.0	6	2	1	2	111.727569	0	0	0	0.0	0.0	0	0
-4337.697265625	n/a	4441803	13210	1999	21167	0.0	0.0	6	1	1	3	121.739098	0	0	0	0.0	0.0	0	0
-4337.880859375	n/a	4441991	13210	1100	20139	0.0	0.0	6	1	1	2	129.546667	0	0	0	0.0	0.0	0	0
-4338.064453125	n/a	4442179	13210	1931	21090	0.0	0.0	6	3	2	2	168.377108	0	0	0	0.0	0.0	0	0
-4338.248046875	n/a	4442367	13210	2264	21449	0.0	0.0	6	2	1	2	152.354283	0	0	0	0.0	0.0	0	0
-4338.431640625	n/a	4442555	13210	2143	21324	0.0	0.0	6	4	1	2	83.309009	0	0	0	0.0	0.0	0	0
-4338.615234375	n/a	4442743	13210	1047	20062	0.0	0.0	6	2	2	2	109.865605	0	0	0	0.0	0.0	0	0
-4338.7998046875	n/a	4442932	13210	2446	21648	0.0	0.0	6	3	1	2	120.818271	0	0	0	0.0	0.0	0	0
-4338.9833984375	n/a	4443120	13120	8302	10946	0.0	0.0	5	2	1	2	145.933959	0	1	2	0.203984	177.552809	3	2
-4339.1669921875	n/a	4443308	13210	2448	21650	0.0	0.0	6	3	1	2	137.632039	0	0	0	0.0	0.0	0	0
-4339.3505859375	n/a	4443496	13210	1326	20403	0.0	0.0	6	2	1	2	166.780125	0	0	0	0.0	0.0	0	0
-4339.5341796875	n/a	4443684	13210	2125	21306	0.0	0.0	6	1	1	1	121.35935	0	0	0	0.0	0.0	0	0
-4339.7177734375	n/a	4443872	13210	1731	20856	0.0	0.0	6	3	1	3	142.458725	0	0	0	0.0	0.0	0	0
-4339.9013671875	n/a	4444060	13210	1697	20822	0.0	0.0	6	2	1	3	56.686083	0	0	0	0.0	0.0	0	0
-4340.0849609375	n/a	4444248	13210	2393	21589	0.0	0.0	6	3	1	3	66.20738	0	0	0	0.0	0.0	0	0
-4340.2685546875	n/a	4444436	13210	1378	20467	0.0	0.0	6	4	2	3	124.521773	0	0	0	0.0	0.0	0	0
-4340.4521484375	n/a	4444624	13210	1205	20270	0.0	0.0	6	2	1	2	69.164376	0	0	0	0.0	0.0	0	0
-4340.6357421875	n/a	4444812	13210	1033	20045	0.0	0.0	6	1	1	2	158.359099	0	0	0	0.0	0.0	0	0
-4340.8193359375	n/a	4445000	13210	2562	21770	0.0	0.0	6	3	1	2	37.01843	0	0	0	0.0	0.0	0	0
-4341.00390625	n/a	4445189	13210	1081	20118	0.0	0.0	6	2	1	3	89.86859	0	0	0	0.0	0.0	0	0
-4341.1875	n/a	4445377	13210	2176	21357	0.0	0.0	6	1	1	2	123.022295	0	0	0	0.0	0.0	0	0
-4341.37109375	n/a	4445565	13210	1134	20182	0.0	0.0	6	1	1	2	211.930217	0	0	0	0.0	0.0	0	0
-4341.5546875	n/a	4445753	13210	1295	20371	0.0	0.0	6	2	1	2	128.019969	0	0	0	0.0	0.0	0	0
-4341.73828125	n/a	4445941	13210	1707	20832	0.0	0.0	6	1	1	3	106.74027	0	0	0	0.0	0.0	0	0
-4341.921875	n/a	4446129	13210	1716	20841	0.0	0.0	6	2	1	2	140.954578	0	0	0	0.0	0.0	0	0
-4342.10546875	n/a	4446317	13210	2556	21764	0.0	0.0	6	2	1	2	99.188355	0	0	0	0.0	0.0	0	0
-4342.2890625	n/a	4446505	13210	1765	20897	0.0	0.0	6	2	1	2	143.157358	0	0	0	0.0	0.0	0	0
-4342.47265625	n/a	4446693	13210	1824	20962	0.0	0.0	6	3	1	2	100.704903	0	0	0	0.0	0.0	0	0
-4342.65625	n/a	4446881	13210	1742	20869	0.0	0.0	6	3	1	3	97.956697	0	0	0	0.0	0.0	0	0
-4342.8408203125	n/a	4447070	13210	1379	20468	0.0	0.0	6	5	2	3	150.565277	0	0	0	0.0	0.0	0	0
-4343.0244140625	n/a	4447258	13210	2369	21565	0.0	0.0	6	1	1	3	100.70689	0	0	0	0.0	0.0	0	0
-4343.2080078125	n/a	4447446	13210	2002	21171	0.0	0.0	6	2	1	3	112.578909	0	0	0	0.0	0.0	0	0
-4343.3916015625	n/a	4447634	13210	1589	20705	0.0	0.0	6	1	1	2	113.505572	0	0	0	0.0	0.0	0	0
-4343.5751953125	n/a	4447822	13210	2469	21672	0.0	0.0	6	2	1	2	81.423685	0	0	0	0.0	0.0	0	0
-4343.7587890625	n/a	4448010	13210	1533	20645	0.0	0.0	6	3	1	2	60.019071	0	0	0	0.0	0.0	0	0
-4343.9423828125	n/a	4448198	13110	8378	11113	0.0	0.0	5	2	1	2	141.196197	0	1	2	0.23572	29.068884	1	1
-4344.1259765625	n/a	4448386	13210	1979	21142	0.0	0.0	6	1	1	2	135.737811	0	0	0	0.0	0.0	0	0
-4344.3095703125	n/a	4448574	13210	2282	21472	0.0	0.0	6	2	1	2	80.17606	0	0	0	0.0	0.0	0	0
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-4344.6767578125	n/a	4448950	13210	1337	20414	0.0	0.0	6	2	1	2	72.460275	0	0	0	0.0	0.0	0	0
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-4344.861328125	n/a	4449139	13210	1302	20379	0.0	0.0	6	2	2	2	121.81343	0	0	0	0.0	0.0	0	0
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-4345.412109375	n/a	4449703	13210	1071	20104	0.0	0.0	6	2	1	3	86.524634	0	0	0	0.0	218.044407	0	0
-4345.595703125	n/a	4449891	13110	8367	11081	0.0	0.0	5	2	1	2	113.57063	45	2	1	0.445239	129.294238	2	1
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-4346.4755859375	n/a	4450792	21132	0	0	0.240234375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4349.1015625	n/a	4453481	12502	0	0	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4349.1015625	n/a	4453481	11102	0	0	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.json b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.json
deleted file mode 100644
index 03acc57d..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "ESS_dataRecordingUuid": {
-    "Description": "Unique universal ID used to reference the specific recording in ESS"
-  },
-  "ESS_inSessionRecordingNum": {
-    "Description": "Number of the recording associated with a particular subject in an ESS session"
-  }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.tsv b/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.tsv
deleted file mode 100644
index f6fde98a..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/ses-01/sub-01_ses-01_scans.tsv
+++ /dev/null
@@ -1,2 +0,0 @@
-filename	ESS_dataRecordingUuid	ESS_inSessionRecordingNum
-eeg/sub-01_ses-01_task-RSVPRestBlink_run-1_eeg.set	d31c4a4c-1f2e-4595-95ad-4604d0e51301	1
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.json b/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.json
deleted file mode 100644
index 3d29b4cc..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-  "ESS_subjectLabID": {
-    "Description": "labID used to reference the subject in this study as provided in original lab notes"
-  },
-  "ESS_sessionNum": {
-    "Description": "Number of the ESS session in which this recording is found"
-  },
-  "ESS_sessionID": {
-    "Description": "labID used to reference the session in original lab notes"
-  },
-  "caffeine": {
-    "Description": "hours since last caffeine intake, if less than 12 hours",
-    "Units": "hours"
-  },
-  "alcohol": {
-    "Description": "whether the subject has consumed alcohol within 12 hours before the recording",
-    "Levels": {
-      "Yes": "Has consumed caffeine within last 12 hours",
-      "No": "Has not consumed caffeine within last 12 hours"
-    }
-  },
-  "legacy_recordingParameterSet": {
-    "Description": "ID used to reference the recordingParameterSet in ESS"
-  }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.tsv b/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.tsv
deleted file mode 100644
index e5aca4b6..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-01/sub-01_sessions.tsv
+++ /dev/null
@@ -1,2 +0,0 @@
-session_id	acq_time	ESS_subjectLabID	ESS_sessionNum	ESS_sessionID	caffeine	alcohol	legacy_recordingParameterSet
-ses-01	00131003T000000	3101	1	3	n/a	n/a	parameter_set_1
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_channels.tsv b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_channels.tsv
deleted file mode 100644
index dbfe0178..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_channels.tsv
+++ /dev/null
@@ -1,263 +0,0 @@
-name	type	units	sampling_frequency	description
-A1	EEG	uV	1024	n/a
-A2	EEG	uV	1024	n/a
-A3	EEG	uV	1024	n/a
-A4	EEG	uV	1024	n/a
-A5	EEG	uV	1024	n/a
-A6	EEG	uV	1024	n/a
-A7	EEG	uV	1024	n/a
-A8	EEG	uV	1024	n/a
-A9	EEG	uV	1024	n/a
-A10	EEG	uV	1024	n/a
-A11	EEG	uV	1024	n/a
-A12	EEG	uV	1024	n/a
-A13	EEG	uV	1024	n/a
-A14	EEG	uV	1024	n/a
-A15	EEG	uV	1024	n/a
-A16	EEG	uV	1024	n/a
-A17	EEG	uV	1024	n/a
-A18	EEG	uV	1024	n/a
-A19	EEG	uV	1024	n/a
-A20	EEG	uV	1024	n/a
-A21	EEG	uV	1024	n/a
-A22	EEG	uV	1024	n/a
-A23	EEG	uV	1024	n/a
-A24	EEG	uV	1024	n/a
-A25	EEG	uV	1024	n/a
-A26	EEG	uV	1024	n/a
-A27	EEG	uV	1024	n/a
-A28	EEG	uV	1024	n/a
-A29	EEG	uV	1024	n/a
-A30	EEG	uV	1024	n/a
-A31	EEG	uV	1024	n/a
-A32	EEG	uV	1024	n/a
-B1	EEG	uV	1024	n/a
-B2	EEG	uV	1024	n/a
-B3	EEG	uV	1024	n/a
-B4	EEG	uV	1024	n/a
-B5	EEG	uV	1024	n/a
-B6	EEG	uV	1024	n/a
-B7	EEG	uV	1024	n/a
-B8	EEG	uV	1024	n/a
-B9	EEG	uV	1024	n/a
-B10	EEG	uV	1024	n/a
-B11	EEG	uV	1024	n/a
-B12	EEG	uV	1024	n/a
-B13	EEG	uV	1024	n/a
-B14	EEG	uV	1024	n/a
-B15	EEG	uV	1024	n/a
-B16	EEG	uV	1024	n/a
-B17	EEG	uV	1024	n/a
-B18	EEG	uV	1024	n/a
-B19	EEG	uV	1024	n/a
-B20	EEG	uV	1024	n/a
-B21	EEG	uV	1024	n/a
-B22	EEG	uV	1024	n/a
-B23	EEG	uV	1024	n/a
-B24	EEG	uV	1024	n/a
-B25	EEG	uV	1024	n/a
-B26	EEG	uV	1024	n/a
-B27	EEG	uV	1024	n/a
-B28	EEG	uV	1024	n/a
-B29	EEG	uV	1024	n/a
-B30	EEG	uV	1024	n/a
-B31	EEG	uV	1024	n/a
-B32	EEG	uV	1024	n/a
-C1	EEG	uV	1024	n/a
-C2	EEG	uV	1024	n/a
-C3	EEG	uV	1024	n/a
-C4	EEG	uV	1024	n/a
-C5	EEG	uV	1024	n/a
-C6	EEG	uV	1024	n/a
-C7	EEG	uV	1024	n/a
-C8	EEG	uV	1024	n/a
-C9	EEG	uV	1024	n/a
-C10	EEG	uV	1024	n/a
-C11	EEG	uV	1024	n/a
-C12	EEG	uV	1024	n/a
-C13	EEG	uV	1024	n/a
-C14	EEG	uV	1024	n/a
-C15	EEG	uV	1024	n/a
-C16	EEG	uV	1024	n/a
-C17	EEG	uV	1024	n/a
-C18	EEG	uV	1024	n/a
-C19	EEG	uV	1024	n/a
-C20	EEG	uV	1024	n/a
-C21	EEG	uV	1024	n/a
-C22	EEG	uV	1024	n/a
-C23	EEG	uV	1024	n/a
-C24	EEG	uV	1024	n/a
-C25	EEG	uV	1024	n/a
-C26	EEG	uV	1024	n/a
-C27	EEG	uV	1024	n/a
-C28	EEG	uV	1024	n/a
-C29	EEG	uV	1024	n/a
-C30	EEG	uV	1024	n/a
-C31	EEG	uV	1024	n/a
-C32	EEG	uV	1024	n/a
-D1	EEG	uV	1024	n/a
-D2	EEG	uV	1024	n/a
-D3	EEG	uV	1024	n/a
-D4	EEG	uV	1024	n/a
-D5	EEG	uV	1024	n/a
-D6	EEG	uV	1024	n/a
-D7	EEG	uV	1024	n/a
-D8	EEG	uV	1024	n/a
-D9	EEG	uV	1024	n/a
-D10	EEG	uV	1024	n/a
-D11	EEG	uV	1024	n/a
-D12	EEG	uV	1024	n/a
-D13	EEG	uV	1024	n/a
-D14	EEG	uV	1024	n/a
-D15	EEG	uV	1024	n/a
-D16	EEG	uV	1024	n/a
-D17	EEG	uV	1024	n/a
-D18	EEG	uV	1024	n/a
-D19	EEG	uV	1024	n/a
-D20	EEG	uV	1024	n/a
-D21	EEG	uV	1024	n/a
-D22	EEG	uV	1024	n/a
-D23	EEG	uV	1024	n/a
-D24	EEG	uV	1024	n/a
-D25	EEG	uV	1024	n/a
-D26	EEG	uV	1024	n/a
-D27	EEG	uV	1024	n/a
-D28	EEG	uV	1024	n/a
-D29	EEG	uV	1024	n/a
-D30	EEG	uV	1024	n/a
-D31	EEG	uV	1024	n/a
-D32	EEG	uV	1024	n/a
-E1	EEG	uV	1024	n/a
-E2	EEG	uV	1024	n/a
-E3	EEG	uV	1024	n/a
-E4	EEG	uV	1024	n/a
-E5	EEG	uV	1024	n/a
-E6	EEG	uV	1024	n/a
-E7	EEG	uV	1024	n/a
-E8	EEG	uV	1024	n/a
-E9	EEG	uV	1024	n/a
-E10	EEG	uV	1024	n/a
-E11	EEG	uV	1024	n/a
-E12	EEG	uV	1024	n/a
-E13	EEG	uV	1024	n/a
-E14	EEG	uV	1024	n/a
-E15	EEG	uV	1024	n/a
-E16	EEG	uV	1024	n/a
-E17	EEG	uV	1024	n/a
-E18	EEG	uV	1024	n/a
-E19	EEG	uV	1024	n/a
-E20	EEG	uV	1024	n/a
-E21	EEG	uV	1024	n/a
-E22	EEG	uV	1024	n/a
-E23	EEG	uV	1024	n/a
-E24	EEG	uV	1024	n/a
-E25	EEG	uV	1024	n/a
-E26	EEG	uV	1024	n/a
-E27	EEG	uV	1024	n/a
-E28	EEG	uV	1024	n/a
-E29	EEG	uV	1024	n/a
-E30	EEG	uV	1024	n/a
-E31	EEG	uV	1024	n/a
-E32	EEG	uV	1024	n/a
-F1	EEG	uV	1024	n/a
-F2	EEG	uV	1024	n/a
-F3	EEG	uV	1024	n/a
-F4	EEG	uV	1024	n/a
-F5	EEG	uV	1024	n/a
-F6	EEG	uV	1024	n/a
-F7	EEG	uV	1024	n/a
-F8	EEG	uV	1024	n/a
-F9	EEG	uV	1024	n/a
-F10	EEG	uV	1024	n/a
-F11	EEG	uV	1024	n/a
-F12	EEG	uV	1024	n/a
-F13	EEG	uV	1024	n/a
-F14	EEG	uV	1024	n/a
-F15	EEG	uV	1024	n/a
-F16	EEG	uV	1024	n/a
-F17	EEG	uV	1024	n/a
-F18	EEG	uV	1024	n/a
-F19	EEG	uV	1024	n/a
-F20	EEG	uV	1024	n/a
-F21	EEG	uV	1024	n/a
-F22	EEG	uV	1024	n/a
-F23	EEG	uV	1024	n/a
-F24	EEG	uV	1024	n/a
-F25	EEG	uV	1024	n/a
-F26	EEG	uV	1024	n/a
-F27	EEG	uV	1024	n/a
-F28	EEG	uV	1024	n/a
-F29	EEG	uV	1024	n/a
-F30	EEG	uV	1024	n/a
-F31	EEG	uV	1024	n/a
-F32	EEG	uV	1024	n/a
-G1	EEG	uV	1024	n/a
-G2	EEG	uV	1024	n/a
-G3	EEG	uV	1024	n/a
-G4	EEG	uV	1024	n/a
-G5	EEG	uV	1024	n/a
-G6	EEG	uV	1024	n/a
-G7	EEG	uV	1024	n/a
-G8	EEG	uV	1024	n/a
-G9	EEG	uV	1024	n/a
-G10	EEG	uV	1024	n/a
-G11	EEG	uV	1024	n/a
-G12	EEG	uV	1024	n/a
-G13	EEG	uV	1024	n/a
-G14	EEG	uV	1024	n/a
-G15	EEG	uV	1024	n/a
-G16	EEG	uV	1024	n/a
-G17	EEG	uV	1024	n/a
-G18	EEG	uV	1024	n/a
-G19	EEG	uV	1024	n/a
-G20	EEG	uV	1024	n/a
-G21	EEG	uV	1024	n/a
-G22	EEG	uV	1024	n/a
-G23	EEG	uV	1024	n/a
-G24	EEG	uV	1024	n/a
-G25	EEG	uV	1024	n/a
-G26	EEG	uV	1024	n/a
-G27	EEG	uV	1024	n/a
-G28	EEG	uV	1024	n/a
-G29	EEG	uV	1024	n/a
-G30	EEG	uV	1024	n/a
-G31	EEG	uV	1024	n/a
-G32	EEG	uV	1024	n/a
-H1	EEG	uV	1024	n/a
-H2	EEG	uV	1024	n/a
-H3	EEG	uV	1024	n/a
-H4	EEG	uV	1024	n/a
-H5	EEG	uV	1024	n/a
-H6	EEG	uV	1024	n/a
-H7	EEG	uV	1024	n/a
-H8	EEG	uV	1024	n/a
-H9	EEG	uV	1024	n/a
-H10	EEG	uV	1024	n/a
-H11	EEG	uV	1024	n/a
-H12	EEG	uV	1024	n/a
-H13	EEG	uV	1024	n/a
-H14	EEG	uV	1024	n/a
-H15	EEG	uV	1024	n/a
-H16	EEG	uV	1024	n/a
-H17	EEG	uV	1024	n/a
-H18	EEG	uV	1024	n/a
-H19	EEG	uV	1024	n/a
-H20	EEG	uV	1024	n/a
-H21	EEG	uV	1024	n/a
-H22	EEG	uV	1024	n/a
-H23	EEG	uV	1024	n/a
-H24	EEG	uV	1024	n/a
-H25	EEG	uV	1024	n/a
-H26	EEG	uV	1024	n/a
-H27	EEG	uV	1024	n/a
-H28	EEG	uV	1024	n/a
-H29	EEG	uV	1024	n/a
-H30	EEG	uV	1024	n/a
-H31	EEG	uV	1024	n/a
-H32	EEG	uV	1024	n/a
-LHEOG	EOG	uV	1024	Left horizontal EOG
-RHEOG	EOG	uV	1024	Right horizontal EOG
-UVEOG	EOG	uV	1024	Upper vertical EOG
-LVEOG	EOG	uV	1024	Lower vertical EOG
-LMAST	MISC	uV	1024	Left mastoid
-RMAST	MISC	uV	1024	Right mastoid
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_coordsystem.json b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
deleted file mode 100644
index 564b4373..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_coordsystem.json
+++ /dev/null
@@ -1 +0,0 @@
-{"EEGCoordinateUnits": "n/a", "EEGCoordinateSystem": "CTF", "EEGCoordinateSystemDescription": "EEGLAB"}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_eeg.set b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_eeg.set
deleted file mode 100644
index e69de29b..00000000
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_events.tsv b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_events.tsv
deleted file mode 100644
index 169d5812..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_events.tsv
+++ /dev/null
@@ -1,19550 +0,0 @@
-onset	duration	sample	value	gid	imageid	buttonpressduration	reactiontime	imagecategory	cameradistance	imagelocation	imageclutter	luminance	tgtorientation	tgtocclusion	tgtcontrast	tgtsize	tgtdistfromcenter	numberoftargets	numberofclasses
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-447.0732421875	n/a	457804	13210	1185	20247	0.0	0.0	6	1	1	2	153.226538	0	0	0	0.0	0.0	0	0
-447.2568359375	n/a	457992	13120	8006	10013	0.0	0.0	4	1	1	2	121.518439	45	1	3	0.040892	183.010929	3	3
-447.4404296875	n/a	458180	13210	1047	20062	0.0	0.0	6	2	2	2	109.865605	0	0	0	0.0	0.0	0	0
-447.6240234375	n/a	458368	13210	2534	21742	0.0	0.0	6	1	1	2	130.384231	0	0	0	0.0	0.0	0	0
-447.8076171875	n/a	458556	13210	1621	20738	0.0	0.0	6	1	1	1	181.789831	0	0	0	0.0	0.0	0	0
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-448.3583984375	n/a	459120	13210	1598	20714	0.0	0.0	6	3	1	3	80.227696	0	0	0	0.0	0.0	0	0
-448.5419921875	n/a	459308	13210	1145	20196	0.0	0.0	6	1	1	2	81.289444	0	0	0	0.0	0.0	0	0
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-448.9091796875	n/a	459684	13210	1857	20996	0.0	0.0	6	2	1	3	102.400928	0	0	0	0.0	0.0	0	0
-449.09375	n/a	459873	13210	1103	20142	0.0	0.0	6	3	1	2	152.179446	0	0	0	0.0	0.0	0	0
-449.27734375	n/a	460061	13210	2166	21347	0.0	0.0	6	3	1	3	102.040299	0	0	0	0.0	0.0	0	0
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-450.01171875	n/a	460813	13210	2410	21609	0.0	0.0	6	2	1	2	153.065167	0	0	0	0.0	0.0	0	0
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-450.5625	n/a	461377	13210	2464	21667	0.0	0.0	6	3	1	3	73.995682	0	0	0	0.0	0.0	0	0
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-1859.0283203125	n/a	1903646	13210	1112	20157	0.0	0.0	6	2	1	2	121.463013	0	0	0	0.0	0.0	0	0
-1859.212890625	n/a	1903835	13210	1199	20263	0.0	0.0	6	4	2	2	192.727304	0	0	0	0.0	0.0	0	0
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-1864.8564453125	n/a	1909614	13210	2227	21408	0.0	0.0	6	2	1	2	127.989869	0	0	0	0.0	0.0	0	0
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-1902.361328125	n/a	1948019	13210	1133	20181	0.0	0.0	6	1	1	3	128.641213	0	0	0	0.0	0.0	0	0
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-1903.4638671875	n/a	1949148	13210	1153	20206	0.0	0.0	6	2	2	3	161.404346	0	0	0	0.0	0.0	0	0
-1903.6474609375	n/a	1949336	13210	1920	21074	0.0	0.0	6	1	2	2	173.330198	0	0	0	0.0	0.0	0	0
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-1949.9189453125	n/a	1996718	13210	1429	20523	0.0	0.0	6	4	2	2	123.694602	0	0	0	0.0	0.0	0	0
-1950.1025390625	n/a	1996906	13210	1241	20311	0.0	0.0	6	2	2	2	144.375804	0	0	0	0.0	0.0	0	0
-1950.2861328125	n/a	1997094	13210	1546	20658	0.0	0.0	6	1	1	1	152.768882	0	0	0	0.0	0.0	0	0
-1950.4697265625	n/a	1997282	13210	2397	21595	0.0	0.0	6	1	1	2	121.584094	0	0	0	0.0	0.0	0	0
-1950.6533203125	n/a	1997470	13210	1970	21131	0.0	0.0	6	2	1	2	102.214154	0	0	0	0.0	0.0	0	0
-1950.8369140625	n/a	1997658	13210	2470	21673	0.0	0.0	6	2	1	2	104.589755	0	0	0	0.0	0.0	0	0
-1951.0205078125	n/a	1997846	13210	2317	21507	0.0	0.0	6	2	1	2	95.947516	0	0	0	0.0	0.0	0	0
-1951.2041015625	n/a	1998034	13210	1078	20114	0.0	0.0	6	2	1	2	155.82864	0	0	0	0.0	0.0	0	0
-1951.3876953125	n/a	1998222	13210	2067	21245	0.0	0.0	6	2	1	2	62.042475	0	0	0	0.0	0.0	0	0
-1951.5712890625	n/a	1998410	13210	1223	20292	0.0	0.0	6	4	2	3	129.171378	0	0	0	0.0	0.0	0	0
-1951.755859375	n/a	1998599	13210	1561	20675	0.0	0.0	6	2	1	2	134.93666	0	0	0	0.0	0.0	0	0
-1951.939453125	n/a	1998787	13120	6307	11560	0.0	0.0	3	1	1	2	83.753026	45	1	2	0.397263	93.941471	1	1
-1952.123046875	n/a	1998975	13210	1331	20408	0.0	0.0	6	2	1	2	125.697628	0	0	0	0.0	0.0	0	0
-1952.306640625	n/a	1999163	13210	1659	20783	0.0	0.0	6	2	1	3	141.260612	0	0	0	0.0	0.0	0	0
-1952.490234375	n/a	1999351	13210	1177	20237	0.0	0.0	6	1	1	2	73.284566	0	0	0	0.0	0.0	0	0
-1953.7255859375	n/a	2000616	13210	2398	21596	0.0	0.0	6	1	1	2	85.397098	0	0	0	0.0	0.0	0	0
-1953.9091796875	n/a	2000804	13210	2461	21664	0.0	0.0	6	3	1	2	159.158712	0	0	0	0.0	0.0	0	0
-1954.0927734375	n/a	2000992	13210	2330	21522	0.0	0.0	6	1	1	2	131.922544	0	0	0	0.0	0.0	0	0
-1954.27734375	n/a	2001181	13210	1657	20781	0.0	0.0	6	1	1	2	139.896946	0	0	0	0.0	0.0	0	0
-1954.4609375	n/a	2001369	13210	1748	20876	0.0	0.0	6	2	1	2	108.474789	0	0	0	0.0	0.0	0	0
-1954.64453125	n/a	2001557	13210	1962	21123	0.0	0.0	6	3	1	3	74.509399	0	0	0	0.0	0.0	0	0
-1954.828125	n/a	2001745	13210	2205	21386	0.0	0.0	6	2	1	2	173.727347	0	0	0	0.0	0.0	0	0
-1955.01171875	n/a	2001933	13210	1937	21096	0.0	0.0	6	1	1	3	192.608803	0	0	0	0.0	0.0	0	0
-1955.1953125	n/a	2002121	13210	1212	20277	0.0	0.0	6	2	1	2	173.056736	0	0	0	0.0	0.0	0	0
-1955.37890625	n/a	2002309	13210	2266	21451	0.0	0.0	6	3	1	2	89.128895	0	0	0	0.0	0.0	0	0
-1955.5625	n/a	2002497	13210	2072	21250	0.0	0.0	6	2	1	4	140.080215	0	0	0	0.0	0.0	0	0
-1955.74609375	n/a	2002685	13210	1735	20860	0.0	0.0	6	2	1	2	63.526027	0	0	0	0.0	0.0	0	0
-1955.9296875	n/a	2002873	13210	1422	20512	0.0	0.0	6	1	2	2	94.749635	0	0	0	0.0	0.0	0	0
-1956.11328125	n/a	2003061	13210	2086	21264	0.0	0.0	6	2	1	3	140.621348	0	0	0	0.0	0.0	0	0
-1956.2978515625	n/a	2003250	13210	1805	20940	0.0	0.0	6	2	1	2	184.03479	0	0	0	0.0	0.0	0	0
-1956.4814453125	n/a	2003438	13210	2268	21453	0.0	0.0	6	2	1	2	98.339671	0	0	0	0.0	0.0	0	0
-1956.6650390625	n/a	2003626	13210	2129	21310	0.0	0.0	6	1	1	3	81.227335	0	0	0	0.0	0.0	0	0
-1956.8486328125	n/a	2003814	13210	1592	20708	0.0	0.0	6	3	1	2	129.625446	0	0	0	0.0	0.0	0	0
-1957.0322265625	n/a	2004002	13210	2253	21438	0.0	0.0	6	3	1	3	109.843517	0	0	0	0.0	0.0	0	0
-1957.2158203125	n/a	2004190	13210	1822	20960	0.0	0.0	6	1	1	2	154.895977	0	0	0	0.0	0.0	0	0
-1957.3994140625	n/a	2004378	13210	1708	20833	0.0	0.0	6	1	1	3	118.41625	0	0	0	0.0	0.0	0	0
-1957.5830078125	n/a	2004566	13210	1524	20636	0.0	0.0	6	2	1	1	176.143078	0	0	0	0.0	0.0	0	0
-1957.7666015625	n/a	2004754	13210	1700	20825	0.0	0.0	6	2	1	2	134.752598	0	0	0	0.0	0.0	0	0
-1957.9501953125	n/a	2004942	13210	2489	21696	0.0	0.0	6	2	1	2	72.503401	0	0	0	0.0	0.0	0	0
-1958.1337890625	n/a	2005130	13210	1427	20520	0.0	0.0	6	3	2	2	142.513061	0	0	0	0.0	0.0	0	0
-1958.318359375	n/a	2005319	13210	2020	21194	0.0	0.0	6	1	1	2	159.876177	0	0	0	0.0	0.0	0	0
-1958.501953125	n/a	2005507	13110	6071	10468	0.0	0.0	3	2	1	2	177.082177	0	1	3	0.108457	187.277868	1	1
-1958.685546875	n/a	2005695	13210	1443	20537	0.0	0.0	6	2	1	1	121.776093	0	0	0	0.0	0.0	0	0
-1958.869140625	n/a	2005883	13210	1009	20013	0.0	0.0	6	2	1	3	136.183202	0	0	0	0.0	0.0	0	0
-1958.99609375	n/a	2006013	21231	6071	10468	0.0	0.494140625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.052734375	n/a	2006071	13210	2508	21716	0.0	0.0	6	2	1	2	143.987094	0	0	0	0.0	0.0	0	0
-1959.236328125	n/a	2006259	13210	1976	21139	0.0	0.0	6	3	1	3	107.666052	0	0	0	0.0	0.0	0	0
-1959.3193359375	n/a	2006344	21232	0	0	0.3232421875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1959.419921875	n/a	2006447	13210	1778	20911	0.0	0.0	6	1	1	2	101.535037	0	0	0	0.0	0.0	0	0
-1959.603515625	n/a	2006635	13210	1309	20386	0.0	0.0	6	2	2	2	88.376619	0	0	0	0.0	0.0	0	0
-1959.787109375	n/a	2006823	13210	1465	20563	0.0	0.0	6	2	1	3	153.10948	0	0	0	0.0	0.0	0	0
-1959.970703125	n/a	2007011	13210	1472	20570	0.0	0.0	6	3	1	2	56.173655	0	0	0	0.0	0.0	0	0
-1960.154296875	n/a	2007199	13210	1673	20797	0.0	0.0	6	2	1	2	84.150623	0	0	0	0.0	0.0	0	0
-1960.3388671875	n/a	2007388	13210	1137	20185	0.0	0.0	6	1	1	2	203.53445	0	0	0	0.0	0.0	0	0
-1960.5224609375	n/a	2007576	13210	1083	20120	0.0	0.0	6	1	1	2	51.826083	0	0	0	0.0	0.0	0	0
-1960.7060546875	n/a	2007764	13210	1109	20152	0.0	0.0	6	1	1	2	93.932592	0	0	0	0.0	0.0	0	0
-1960.8896484375	n/a	2007952	13210	1014	20019	0.0	0.0	6	2	1	1	148.304186	0	0	0	0.0	218.044407	0	0
-1961.0732421875	n/a	2008140	13210	1724	20849	0.0	0.0	6	1	1	2	160.118871	0	0	0	0.0	0.0	0	0
-1961.2568359375	n/a	2008328	13210	2244	21425	0.0	0.0	6	1	1	2	92.702147	0	0	0	0.0	0.0	0	0
-1961.4404296875	n/a	2008516	13210	2010	21182	0.0	0.0	6	2	1	2	126.018164	0	0	0	0.0	0.0	0	0
-1961.6240234375	n/a	2008704	13210	2529	21737	0.0	0.0	6	1	1	2	109.373983	0	0	0	0.0	0.0	0	0
-1961.8076171875	n/a	2008892	13210	1813	20949	0.0	0.0	6	2	1	1	94.423574	0	0	0	0.0	0.0	0	0
-1961.9912109375	n/a	2009080	13210	2386	21582	0.0	0.0	6	3	1	2	73.708933	0	0	0	0.0	0.0	0	0
-1962.1748046875	n/a	2009268	13210	2113	21294	0.0	0.0	6	1	1	2	108.942347	0	0	0	0.0	0.0	0	0
-1962.359375	n/a	2009457	13210	1389	20478	0.0	0.0	6	1	2	1	160.852562	0	0	0	0.0	0.0	0	0
-1962.54296875	n/a	2009645	13210	1121	20168	0.0	0.0	6	3	1	2	106.791606	0	0	0	0.0	0.0	0	0
-1962.7265625	n/a	2009833	13210	1399	20488	0.0	0.0	6	2	1	1	155.999506	0	0	0	0.0	0.0	0	0
-1962.91015625	n/a	2010021	13210	1489	20590	0.0	0.0	6	4	2	3	162.690304	0	0	0	0.0	0.0	0	0
-1963.09375	n/a	2010209	13210	1216	20282	0.0	0.0	6	4	2	2	138.94414	0	0	0	0.0	0.0	0	0
-1963.27734375	n/a	2010397	13210	1075	20109	0.0	0.0	6	2	1	2	109.924367	0	0	0	0.0	0.0	0	0
-1963.4609375	n/a	2010585	13210	1503	20613	0.0	0.0	6	2	1	2	152.472996	0	0	0	0.0	0.0	0	0
-1963.64453125	n/a	2010773	13210	1432	20526	0.0	0.0	6	5	2	2	163.001352	0	0	0	0.0	0.0	0	0
-1963.828125	n/a	2010961	13110	6158	10960	0.0	0.0	5	3	1	2	116.50576	0	1	3	0.11445	96.10411	2	2
-1964.33203125	n/a	2011477	21231	6158	10960	0.0	0.50390625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1964.5380859375	n/a	2011688	21232	0	0	0.2060546875	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1965.064453125	n/a	2012227	13210	1304	20381	0.0	0.0	6	3	2	3	52.805696	0	0	0	0.0	0.0	0	0
-1965.248046875	n/a	2012415	13210	2187	21368	0.0	0.0	6	3	1	3	127.844756	0	0	0	0.0	0.0	0	0
-1965.431640625	n/a	2012603	13210	2213	21394	0.0	0.0	6	3	1	3	107.978654	0	0	0	0.0	0.0	0	0
-1965.615234375	n/a	2012791	13210	2286	21476	0.0	0.0	6	2	1	3	94.92126	0	0	0	0.0	0.0	0	0
-1965.798828125	n/a	2012979	13210	2156	21337	0.0	0.0	6	3	1	2	132.740029	0	0	0	0.0	0.0	0	0
-1965.982421875	n/a	2013167	13210	1845	20983	0.0	0.0	6	1	1	2	68.096261	0	0	0	0.0	0.0	0	0
-1966.166015625	n/a	2013355	13110	6092	10647	0.0	0.0	3	2	1	2	135.935714	0	1	3	0.24982	137.0	1	1
-1966.349609375	n/a	2013543	13210	1369	20455	0.0	0.0	6	3	2	2	86.956597	0	0	0	0.0	0.0	0	0
-1966.533203125	n/a	2013731	13210	1411	20501	0.0	0.0	6	2	2	2	113.544067	0	0	0	0.0	0.0	0	0
-1966.6748046875	n/a	2013876	21231	6092	10647	0.0	0.5087890625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1966.716796875	n/a	2013919	13210	1415	20505	0.0	0.0	6	3	2	3	95.676972	0	0	0	0.0	0.0	0	0
-1966.8994140625	n/a	2014106	21232	0	0	0.224609375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1966.9013671875	n/a	2014108	13210	2515	21723	0.0	0.0	6	4	1	2	133.194417	0	0	0	0.0	0.0	0	0
-1967.0849609375	n/a	2014296	13210	1979	21142	0.0	0.0	6	1	1	2	135.737811	0	0	0	0.0	0.0	0	0
-1967.2685546875	n/a	2014484	13210	2172	21353	0.0	0.0	6	3	1	2	67.320741	0	0	0	0.0	0.0	0	0
-1967.4521484375	n/a	2014672	13210	1674	20798	0.0	0.0	6	1	1	2	174.811343	0	0	0	0.0	0.0	0	0
-1967.6357421875	n/a	2014860	13110	6025	10282	0.0	0.0	4	1	1	2	126.917857	45	4	3	0.114786	305.11801	2	2
-1967.8193359375	n/a	2015048	13210	1602	20718	0.0	0.0	6	2	1	2	89.451446	0	0	0	0.0	0.0	0	0
-1968.0029296875	n/a	2015236	13210	2424	21623	0.0	0.0	6	2	1	2	81.859924	0	0	0	0.0	0.0	0	0
-1968.1865234375	n/a	2015424	13210	2459	21662	0.0	0.0	6	3	1	2	75.728042	0	0	0	0.0	0.0	0	0
-1968.248046875	n/a	2015487	21231	6025	10282	0.0	0.6123046875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1968.3701171875	n/a	2015612	13210	2163	21344	0.0	0.0	6	3	1	3	68.169266	0	0	0	0.0	0.0	0	0
-1968.4658203125	n/a	2015710	21232	0	0	0.2177734375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1968.5537109375	n/a	2015800	13210	1091	20129	0.0	0.0	6	3	1	1	155.383769	0	0	0	0.0	0.0	0	0
-1968.7373046875	n/a	2015988	13210	2258	21443	0.0	0.0	6	2	1	2	133.860585	0	0	0	0.0	0.0	0	0
-1968.921875	n/a	2016177	13210	1169	20227	0.0	0.0	6	1	1	2	44.772114	0	0	0	0.0	0.0	0	0
-1969.10546875	n/a	2016365	13210	2238	21419	0.0	0.0	6	2	1	2	125.232395	0	0	0	0.0	0.0	0	0
-1969.2890625	n/a	2016553	13210	1154	20207	0.0	0.0	6	3	1	2	68.911192	0	0	0	0.0	0.0	0	0
-1969.47265625	n/a	2016741	13210	2084	21262	0.0	0.0	6	3	1	3	123.77548	0	0	0	0.0	0.0	0	0
-1969.65625	n/a	2016929	13210	1598	20714	0.0	0.0	6	3	1	3	80.227696	0	0	0	0.0	0.0	0	0
-1969.83984375	n/a	2017117	13210	1038	20050	0.0	0.0	6	2	1	2	70.48664	0	0	0	0.0	0.0	0	0
-1970.0234375	n/a	2017305	13210	1710	20835	0.0	0.0	6	3	1	2	166.35192	0	0	0	0.0	0.0	0	0
-1970.20703125	n/a	2017493	13210	1863	21002	0.0	0.0	6	3	1	2	115.403658	0	0	0	0.0	0.0	0	0
-1970.390625	n/a	2017681	13210	1740	20867	0.0	0.0	6	1	1	2	169.671333	0	0	0	0.0	0.0	0	0
-1970.57421875	n/a	2017869	13110	6249	11387	0.0	0.0	3	1	1	2	122.751955	0	1	2	0.38856	111.162044	1	1
-1970.7587890625	n/a	2018058	13210	2410	21609	0.0	0.0	6	2	1	2	153.065167	0	0	0	0.0	0.0	0	0
-1970.9423828125	n/a	2018246	13210	2053	21230	0.0	0.0	6	2	1	1	115.576369	0	0	0	0.0	0.0	0	0
-1971.0244140625	n/a	2018330	21231	6249	11387	0.0	0.4501953125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1971.1259765625	n/a	2018434	13210	1393	20482	0.0	0.0	6	1	2	2	154.652353	0	0	0	0.0	0.0	0	0
-1971.21875	n/a	2018529	21232	0	0	0.1943359375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1971.3095703125	n/a	2018622	13210	2032	21207	0.0	0.0	6	3	1	2	129.439713	0	0	0	0.0	0.0	0	0
-1971.4931640625	n/a	2018810	13210	1406	20495	0.0	0.0	6	3	2	3	85.216136	0	0	0	0.0	0.0	0	0
-1971.6767578125	n/a	2018998	13210	2183	21364	0.0	0.0	6	2	1	2	68.726472	0	0	0	0.0	0.0	0	0
-1971.8603515625	n/a	2019186	13210	1475	20573	0.0	0.0	6	1	2	2	79.733348	0	0	0	0.0	0.0	0	0
-1972.0439453125	n/a	2019374	13220	1302	20379	0.0	0.0	6	2	2	2	121.81343	0	0	0	0.0	0.0	0	0
-1972.2275390625	n/a	2019562	13210	1176	20235	0.0	0.0	6	2	1	1	186.303941	0	0	0	0.0	0.0	0	0
-1972.4111328125	n/a	2019750	13210	1453	20550	0.0	0.0	6	2	1	2	147.358484	0	0	0	0.0	0.0	0	0
-1972.5478515625	n/a	2019890	21221	1302	20379	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-1972.5947265625	n/a	2019938	13210	1476	20574	0.0	0.0	6	3	2	3	101.29251	0	0	0	0.0	0.0	0	0
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-1996.1904296875	n/a	2044100	13210	1921	21075	0.0	0.0	6	2	2	3	144.116623	0	0	0	0.0	0.0	0	0
-1996.3740234375	n/a	2044288	13210	2257	21442	0.0	0.0	6	2	1	3	147.819328	0	0	0	0.0	0.0	0	0
-1996.5576171875	n/a	2044476	13210	1172	20231	0.0	0.0	6	1	1	1	198.137011	0	0	0	0.0	0.0	0	0
-1996.7412109375	n/a	2044664	13210	1905	21056	0.0	0.0	6	3	2	3	105.119208	0	0	0	0.0	0.0	0	0
-1996.9248046875	n/a	2044852	13210	2291	21481	0.0	0.0	6	1	1	2	91.445607	0	0	0	0.0	0.0	0	0
-1997.1083984375	n/a	2045040	13210	1297	20373	0.0	0.0	6	4	2	2	102.702725	0	0	0	0.0	0.0	0	0
-1997.2919921875	n/a	2045228	13210	1414	20504	0.0	0.0	6	3	2	2	126.396341	0	0	0	0.0	0.0	0	0
-1997.4755859375	n/a	2045416	13210	1582	20697	0.0	0.0	6	2	1	2	110.416981	0	0	0	0.0	0.0	0	0
-1997.6591796875	n/a	2045604	13210	1854	20993	0.0	0.0	6	1	1	2	98.692498	0	0	0	0.0	0.0	0	0
-1997.8427734375	n/a	2045792	13210	1433	20527	0.0	0.0	6	3	2	2	119.302129	0	0	0	0.0	0.0	0	0
-1999.0791015625	n/a	2047058	13210	1584	20699	0.0	0.0	6	2	1	2	137.335695	0	0	0	0.0	0.0	0	0
-1999.2626953125	n/a	2047246	13210	2024	21198	0.0	0.0	6	2	1	2	150.193682	0	0	0	0.0	0.0	0	0
-1999.4462890625	n/a	2047434	13210	1293	20368	0.0	0.0	6	3	1	3	125.790895	0	0	0	0.0	0.0	0	0
-1999.6298828125	n/a	2047622	13210	1403	20492	0.0	0.0	6	5	2	2	117.737915	0	0	0	0.0	0.0	0	0
-1999.8134765625	n/a	2047810	13120	6199	11132	0.0	0.0	3	2	1	2	164.002555	45	2	2	0.03569	269.757298	1	1
-1999.9970703125	n/a	2047998	13210	1486	20585	0.0	0.0	6	1	1	2	160.244223	0	0	0	0.0	0.0	0	0
-2000.1806640625	n/a	2048186	13210	2457	21660	0.0	0.0	6	2	1	2	84.317247	0	0	0	0.0	0.0	0	0
-2000.3642578125	n/a	2048374	13210	1447	20542	0.0	0.0	6	1	1	1	77.738414	0	0	0	0.0	0.0	0	0
-2000.548828125	n/a	2048563	13210	1064	20089	0.0	0.0	6	3	2	3	97.425065	0	0	0	0.0	0.0	0	0
-2000.732421875	n/a	2048751	13210	2334	21526	0.0	0.0	6	3	1	2	84.005803	0	0	0	0.0	0.0	0	0
-2000.916015625	n/a	2048939	13210	1122	20169	0.0	0.0	6	3	1	2	175.807659	0	0	0	0.0	0.0	0	0
-2001.099609375	n/a	2049127	13210	2384	21580	0.0	0.0	6	2	1	1	179.259114	0	0	0	0.0	0.0	0	0
-2001.283203125	n/a	2049315	13210	1118	20165	0.0	0.0	6	2	1	3	131.398978	0	0	0	0.0	0.0	0	0
-2001.466796875	n/a	2049503	13210	2228	21409	0.0	0.0	6	2	1	3	141.150389	0	0	0	0.0	0.0	0	0
-2001.650390625	n/a	2049691	13210	2295	21485	0.0	0.0	6	1	1	4	94.34241	0	0	0	0.0	0.0	0	0
-2001.833984375	n/a	2049879	13210	1601	20717	0.0	0.0	6	2	1	2	59.145318	0	0	0	0.0	0.0	0	0
-2002.017578125	n/a	2050067	13120	6286	11489	0.0	0.0	3	2	1	3	138.869166	45	2	2	0.191448	181.069048	1	1
-2002.201171875	n/a	2050255	13210	2097	21277	0.0	0.0	6	3	1	3	80.904282	0	0	0	0.0	0.0	0	0
-2002.384765625	n/a	2050443	13210	1159	20214	0.0	0.0	6	2	1	2	111.373453	0	0	0	0.0	0.0	0	0
-2002.5693359375	n/a	2050632	13110	6253	11391	0.0	0.0	3	1	1	2	164.842493	0	2	2	0.423164	35.846897	1	1
-2002.7529296875	n/a	2050820	13210	2488	21695	0.0	0.0	6	2	1	3	115.665374	0	0	0	0.0	0.0	0	0
-2002.9365234375	n/a	2051008	13210	2368	21564	0.0	0.0	6	2	1	4	70.497679	0	0	0	0.0	0.0	0	0
-2003.05078125	n/a	2051125	21231	6253	11391	0.0	0.4814453125	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.1201171875	n/a	2051196	13210	2169	21350	0.0	0.0	6	3	1	2	129.960721	0	0	0	0.0	0.0	0	0
-2003.294921875	n/a	2051375	21232	0	0	0.244140625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2003.3037109375	n/a	2051384	13210	1456	20553	0.0	0.0	6	1	1	1	143.982382	0	0	0	0.0	0.0	0	0
-2003.4873046875	n/a	2051572	13210	2142	21323	0.0	0.0	6	3	1	3	199.061722	0	0	0	0.0	0.0	0	0
-2003.6708984375	n/a	2051760	13210	1773	20905	0.0	0.0	6	1	1	2	118.377108	0	0	0	0.0	0.0	0	0
-2003.8544921875	n/a	2051948	13210	1328	20405	0.0	0.0	6	1	1	2	132.169881	0	0	0	0.0	0.0	0	0
-2004.0380859375	n/a	2052136	13210	1092	20130	0.0	0.0	6	3	1	1	150.401467	0	0	0	0.0	0.0	0	0
-2004.2216796875	n/a	2052324	13210	1272	20345	0.0	0.0	6	1	1	1	207.631871	0	0	0	0.0	0.0	0	0
-2004.4052734375	n/a	2052512	13210	2431	21630	0.0	0.0	6	1	1	1	56.434397	0	0	0	0.0	0.0	0	0
-2004.58984375	n/a	2052701	13210	2088	21266	0.0	0.0	6	1	1	2	140.262495	0	0	0	0.0	0.0	0	0
-2004.7734375	n/a	2052889	13210	1370	20456	0.0	0.0	6	3	2	3	81.614944	0	0	0	0.0	0.0	0	0
-2004.95703125	n/a	2053077	13110	6294	11507	0.0	0.0	3	1	1	2	160.408241	45	2	3	0.314668	198.002525	1	1
-2005.140625	n/a	2053265	13210	1098	20137	0.0	0.0	6	2	1	3	124.407896	0	0	0	0.0	0.0	0	0
-2005.32421875	n/a	2053453	13210	2176	21357	0.0	0.0	6	1	1	2	123.022295	0	0	0	0.0	0.0	0	0
-2005.5078125	n/a	2053641	13210	1743	20870	0.0	0.0	6	1	1	2	122.721355	0	0	0	0.0	0.0	0	0
-2005.69140625	n/a	2053829	13210	2333	21525	0.0	0.0	6	3	1	3	134.873122	0	0	0	0.0	0.0	0	0
-2005.7802734375	n/a	2053920	21231	6294	11507	0.0	0.8232421875	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2005.875	n/a	2054017	13210	2225	21406	0.0	0.0	6	3	1	2	126.320003	0	0	0	0.0	0.0	0	0
-2005.998046875	n/a	2054143	21232	0	0	0.2177734375	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2006.05859375	n/a	2054205	13210	1094	20132	0.0	0.0	6	3	2	2	80.352679	0	0	0	0.0	0.0	0	0
-2006.2421875	n/a	2054393	13210	1858	20997	0.0	0.0	6	3	1	2	161.776236	0	0	0	0.0	0.0	0	0
-2006.42578125	n/a	2054581	13210	2033	21208	0.0	0.0	6	3	1	3	117.197701	0	0	0	0.0	0.0	0	0
-2006.6103515625	n/a	2054770	13120	6101	10674	0.0	0.0	5	2	1	3	97.499515	45	2	2	0.244498	181.0	2	2
-2006.7939453125	n/a	2054958	13210	1697	20822	0.0	0.0	6	2	1	3	56.686083	0	0	0	0.0	0.0	0	0
-2006.9775390625	n/a	2055146	13210	2441	21642	0.0	0.0	6	3	1	2	133.236095	0	0	0	0.0	0.0	0	0
-2007.1611328125	n/a	2055334	13210	2202	21383	0.0	0.0	6	1	1	2	113.074316	0	0	0	0.0	0.0	0	0
-2007.3447265625	n/a	2055522	13210	2164	21345	0.0	0.0	6	1	1	1	184.527586	0	0	0	0.0	0.0	0	0
-2007.5283203125	n/a	2055710	13210	2396	21593	0.0	0.0	6	1	1	2	126.781754	0	0	0	0.0	0.0	0	0
-2007.7119140625	n/a	2055898	13210	1560	20674	0.0	0.0	6	2	1	2	103.665877	0	0	0	0.0	0.0	0	0
-2007.8955078125	n/a	2056086	13210	2136	21317	0.0	0.0	6	3	1	3	103.187831	0	0	0	0.0	0.0	0	0
-2008.0791015625	n/a	2056274	13210	2385	21581	0.0	0.0	6	1	1	1	176.803461	0	0	0	0.0	0.0	0	0
-2008.2626953125	n/a	2056462	13210	1416	20506	0.0	0.0	6	4	2	2	171.383996	0	0	0	0.0	0.0	0	0
-2008.4462890625	n/a	2056650	13210	1600	20716	0.0	0.0	6	3	1	3	73.933017	0	0	0	0.0	0.0	0	0
-2008.630859375	n/a	2056839	13210	1595	20711	0.0	0.0	6	2	1	2	75.604428	0	0	0	0.0	0.0	0	0
-2008.814453125	n/a	2057027	13210	1453	20550	0.0	0.0	6	2	1	2	147.358484	0	0	0	0.0	0.0	0	0
-2008.998046875	n/a	2057215	13210	2243	21424	0.0	0.0	6	1	1	2	138.713852	0	0	0	0.0	0.0	0	0
-2009.181640625	n/a	2057403	13210	2455	21658	0.0	0.0	6	2	1	1	138.877543	0	0	0	0.0	0.0	0	0
-2010.4169921875	n/a	2058668	13210	1700	20825	0.0	0.0	6	2	1	2	134.752598	0	0	0	0.0	0.0	0	0
-2010.6005859375	n/a	2058856	13210	2017	21191	0.0	0.0	6	1	1	1	103.409738	0	0	0	0.0	0.0	0	0
-2010.7841796875	n/a	2059044	13210	1720	20845	0.0	0.0	6	1	1	2	141.226828	0	0	0	0.0	0.0	0	0
-2010.9677734375	n/a	2059232	13210	2036	21211	0.0	0.0	6	2	1	2	133.590948	0	0	0	0.0	0.0	0	0
-2011.15234375	n/a	2059421	13210	2307	21497	0.0	0.0	6	2	1	1	117.023763	0	0	0	0.0	0.0	0	0
-2011.3359375	n/a	2059609	13210	2515	21723	0.0	0.0	6	4	1	2	133.194417	0	0	0	0.0	0.0	0	0
-2011.51953125	n/a	2059797	13210	1784	20919	0.0	0.0	6	1	1	2	57.597762	0	0	0	0.0	0.0	0	0
-2011.703125	n/a	2059985	13210	2110	21291	0.0	0.0	6	3	1	2	121.761537	0	0	0	0.0	0.0	0	0
-2011.88671875	n/a	2060173	13210	1250	20320	0.0	0.0	6	1	1	1	140.355961	0	0	0	0.0	0.0	0	0
-2012.0703125	n/a	2060361	13210	2550	21758	0.0	0.0	6	3	1	2	100.888346	0	0	0	0.0	0.0	0	0
-2012.25390625	n/a	2060549	13210	2013	21185	0.0	0.0	6	2	1	1	137.262301	0	0	0	0.0	0.0	0	0
-2012.4375	n/a	2060737	13210	1603	20719	0.0	0.0	6	2	1	2	77.886263	0	0	0	0.0	0.0	0	0
-2012.62109375	n/a	2060925	13210	1289	20364	0.0	0.0	6	1	1	2	117.360901	0	0	0	0.0	0.0	0	0
-2012.8046875	n/a	2061113	13210	1491	20592	0.0	0.0	6	3	2	3	86.786873	0	0	0	0.0	0.0	0	0
-2012.98828125	n/a	2061301	13210	2148	21329	0.0	0.0	6	3	1	2	109.379691	0	0	0	0.0	0.0	0	0
-2013.1728515625	n/a	2061490	13210	1968	21129	0.0	0.0	6	3	1	2	38.530947	0	0	0	0.0	0.0	0	0
-2013.3564453125	n/a	2061678	13110	6095	10656	0.0	0.0	5	2	1	2	112.060543	90	1	2	0.213908	107.670795	3	2
-2013.5400390625	n/a	2061866	13210	1703	20828	0.0	0.0	6	3	1	2	135.823938	0	0	0	0.0	0.0	0	0
-2013.7236328125	n/a	2062054	13210	1833	20971	0.0	0.0	6	2	1	2	99.528047	0	0	0	0.0	0.0	0	0
-2013.9072265625	n/a	2062242	13210	1770	20902	0.0	0.0	6	1	1	2	38.55008	0	0	0	0.0	0.0	0	0
-2014.0908203125	n/a	2062430	13210	1058	20079	0.0	0.0	6	2	1	1	142.315331	0	0	0	0.0	0.0	0	0
-2014.19921875	n/a	2062541	21231	6095	10656	0.0	0.8427734375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2014.2744140625	n/a	2062618	13210	1535	20647	0.0	0.0	6	3	1	2	65.732032	0	0	0	0.0	0.0	0	0
-2014.4423828125	n/a	2062790	21232	0	0	0.2431640625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-2014.4580078125	n/a	2062806	13210	2423	21622	0.0	0.0	6	3	1	2	115.392854	0	0	0	0.0	0.0	0	0
-2014.6416015625	n/a	2062994	13210	2461	21664	0.0	0.0	6	3	1	2	159.158712	0	0	0	0.0	0.0	0	0
-2014.8251953125	n/a	2063182	13210	1220	20288	0.0	0.0	6	4	2	3	166.890372	0	0	0	0.0	0.0	0	0
-2015.0087890625	n/a	2063370	13210	2232	21413	0.0	0.0	6	1	1	2	97.889335	0	0	0	0.0	0.0	0	0
-2015.193359375	n/a	2063559	13210	1179	20239	0.0	0.0	6	1	1	2	121.762501	0	0	0	0.0	0.0	0	0
-2015.376953125	n/a	2063747	13210	1876	21019	0.0	0.0	6	3	1	3	220.200457	0	0	0	0.0	0.0	0	0
-2015.560546875	n/a	2063935	13210	2105	21286	0.0	0.0	6	3	1	2	97.47521	0	0	0	0.0	0.0	0	0
-2015.744140625	n/a	2064123	13210	1732	20857	0.0	0.0	6	2	1	2	60.841287	0	0	0	0.0	0.0	0	0
-2015.927734375	n/a	2064311	13210	1422	20512	0.0	0.0	6	1	2	2	94.749635	0	0	0	0.0	0.0	0	0
-2016.111328125	n/a	2064499	13210	1767	20899	0.0	0.0	6	2	1	3	109.25108	0	0	0	0.0	0.0	0	0
-2016.294921875	n/a	2064687	13210	1203	20267	0.0	0.0	6	2	2	2	183.973207	0	0	0	0.0	0.0	0	0
-2016.478515625	n/a	2064875	13210	2387	21583	0.0	0.0	6	1	1	2	99.097229	0	0	0	0.0	0.0	0	0
-2016.662109375	n/a	2065063	13210	2103	21284	0.0	0.0	6	2	1	2	95.656921	0	0	0	0.0	0.0	0	0
-2016.845703125	n/a	2065251	13210	1780	20914	0.0	0.0	6	3	1	2	96.235165	0	0	0	0.0	0.0	0	0
-2017.029296875	n/a	2065439	13210	1294	20370	0.0	0.0	6	1	1	3	156.136929	0	0	0	0.0	0.0	0	0
-2017.2138671875	n/a	2065628	13210	2443	21644	0.0	0.0	6	1	1	1	141.128911	0	0	0	0.0	0.0	0	0
-2017.3974609375	n/a	2065816	13210	1127	20175	0.0	0.0	6	2	1	2	189.573271	0	0	0	0.0	0.0	0	0
-2017.5810546875	n/a	2066004	13210	1756	20885	0.0	0.0	6	5	2	2	173.962256	0	0	0	0.0	0.0	0	0
-2017.7646484375	n/a	2066192	13210	2024	21198	0.0	0.0	6	2	1	2	150.193682	0	0	0	0.0	0.0	0	0
-2017.9482421875	n/a	2066380	13210	1544	20656	0.0	0.0	6	2	1	2	53.925112	0	0	0	0.0	0.0	0	0
-2018.1318359375	n/a	2066568	13210	1841	20979	0.0	0.0	6	2	1	1	99.564586	0	0	0	0.0	0.0	0	0
-2018.3154296875	n/a	2066756	13210	1624	20741	0.0	0.0	6	1	1	2	188.889405	0	0	0	0.0	0.0	0	0
-2018.4990234375	n/a	2066944	13210	2206	21387	0.0	0.0	6	1	1	3	136.37168	0	0	0	0.0	0.0	0	0
-2018.6826171875	n/a	2067132	13210	1484	20583	0.0	0.0	6	3	1	2	67.382226	0	0	0	0.0	0.0	0	0
-2018.8662109375	n/a	2067320	13210	1122	20169	0.0	0.0	6	3	1	2	175.807659	0	0	0	0.0	0.0	0	0
-2019.05078125	n/a	2067509	13120	6257	11399	0.0	0.0	3	1	1	2	136.872975	45	1	3	0.261031	172.594901	1	1
-2019.234375	n/a	2067697	13210	2000	21168	0.0	0.0	6	2	1	2	54.072003	0	0	0	0.0	0.0	0	0
-2019.41796875	n/a	2067885	13210	2520	21728	0.0	0.0	6	2	1	2	145.508645	0	0	0	0.0	0.0	0	0
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-4513.5009765625	n/a	4621826	13210	1148	20200	0.0	0.0	6	1	2	2	160.9176	0	0	0	0.0	0.0	0	0
-4513.6845703125	n/a	4622014	13210	1113	20158	0.0	0.0	6	3	1	2	46.437785	0	0	0	0.0	0.0	0	0
-4513.8681640625	n/a	4622202	13210	1221	20289	0.0	0.0	6	5	2	3	210.674014	0	0	0	0.0	0.0	0	0
-4514.0517578125	n/a	4622390	13210	1255	20325	0.0	0.0	6	2	1	2	74.623559	0	0	0	0.0	0.0	0	0
-4514.2353515625	n/a	4622578	13210	2265	21450	0.0	0.0	6	1	1	1	73.264273	0	0	0	0.0	0.0	0	0
-4514.4189453125	n/a	4622766	13210	1981	21144	0.0	0.0	6	2	1	2	64.119512	0	0	0	0.0	0.0	0	0
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-4520.6640625	n/a	4629161	13210	1932	21091	0.0	0.0	6	5	2	3	158.426701	0	0	0	0.0	0.0	0	0
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-4521.0322265625	n/a	4629538	13210	1972	21134	0.0	0.0	6	1	1	2	178.724124	0	0	0	0.0	0.0	0	0
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-4522.451171875	n/a	4630991	13210	1571	20685	0.0	0.0	6	1	1	3	152.633077	0	0	0	0.0	0.0	0	0
-4522.634765625	n/a	4631179	13210	2159	21340	0.0	0.0	6	2	1	2	115.785332	0	0	0	0.0	0.0	0	0
-4522.818359375	n/a	4631367	13210	1836	20974	0.0	0.0	6	1	1	2	126.780461	0	0	0	0.0	0.0	0	0
-4523.001953125	n/a	4631555	13210	1506	20616	0.0	0.0	6	1	1	2	111.19455	0	0	0	0.0	0.0	0	0
-4523.185546875	n/a	4631743	13210	1065	20091	0.0	0.0	6	2	1	2	112.241039	0	0	0	0.0	0.0	0	0
-4523.369140625	n/a	4631931	13210	2309	21499	0.0	0.0	6	2	1	2	138.544758	0	0	0	0.0	0.0	0	0
-4523.5537109375	n/a	4632120	13210	1389	20478	0.0	0.0	6	1	2	1	160.852562	0	0	0	0.0	0.0	0	0
-4523.7373046875	n/a	4632308	13210	1779	20913	0.0	0.0	6	1	1	3	137.86233	0	0	0	0.0	0.0	0	0
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-4524.8388671875	n/a	4633436	13110	8065	10307	0.0	0.0	5	2	1	2	147.678161	90	3	2	0.062978	55.785303	1	1
-4525.0224609375	n/a	4633624	13210	1905	21056	0.0	0.0	6	3	2	3	105.119208	0	0	0	0.0	0.0	0	0
-4525.2060546875	n/a	4633812	13210	1433	20527	0.0	0.0	6	3	2	2	119.302129	0	0	0	0.0	0.0	0	0
-4525.26953125	n/a	4633877	21131	8187	10628	0.0	0.7978515625	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4525.3896484375	n/a	4634000	13210	2074	21252	0.0	0.0	6	3	1	3	94.907554	0	0	0	0.0	0.0	0	0
-4525.4609375	n/a	4634073	21132	0	0	0.19140625	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4525.57421875	n/a	4634189	13210	1170	20228	0.0	0.0	6	1	1	1	176.457847	0	0	0	0.0	0.0	0	0
-4525.7578125	n/a	4634377	13210	1939	21098	0.0	0.0	6	2	1	2	92.992699	0	0	0	0.0	0.0	0	0
-4525.7763671875	n/a	4634396	21131	8065	10307	0.0	0.9375	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4525.94140625	n/a	4634565	13210	2213	21394	0.0	0.0	6	3	1	3	107.978654	0	0	0	0.0	0.0	0	0
-4525.9521484375	n/a	4634576	21132	0	0	0.17578125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
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-4526.30859375	n/a	4634941	13210	1799	20934	0.0	0.0	6	2	1	3	112.835463	0	0	0	0.0	0.0	0	0
-4526.4921875	n/a	4635129	13210	2106	21287	0.0	0.0	6	2	1	3	96.788347	0	0	0	0.0	0.0	0	0
-4526.67578125	n/a	4635317	13210	2295	21485	0.0	0.0	6	1	1	4	94.34241	0	0	0	0.0	0.0	0	0
-4526.859375	n/a	4635505	13210	2207	21388	0.0	0.0	6	1	1	3	136.449521	0	0	0	0.0	0.0	0	0
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-4527.2265625	n/a	4635881	13210	2486	21693	0.0	0.0	6	1	1	2	126.034035	0	0	0	0.0	0.0	0	0
-4527.41015625	n/a	4636069	13120	8394	11192	0.0	0.0	5	1	1	1	161.417112	45	3	1	0.436523	144.013888	1	1
-4527.5947265625	n/a	4636258	13210	1070	20103	0.0	0.0	6	2	1	3	123.329559	0	0	0	0.0	0.0	0	0
-4527.7783203125	n/a	4636446	13210	1792	20927	0.0	0.0	6	2	1	3	106.454941	0	0	0	0.0	0.0	0	0
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-4528.1455078125	n/a	4636822	13210	2464	21667	0.0	0.0	6	3	1	3	73.995682	0	0	0	0.0	0.0	0	0
-4528.3291015625	n/a	4637010	13210	1162	20217	0.0	0.0	6	2	1	2	124.567489	0	0	0	0.0	0.0	0	0
-4528.5126953125	n/a	4637198	13210	2352	21546	0.0	0.0	6	3	1	2	67.202225	0	0	0	0.0	0.0	0	0
-4528.6962890625	n/a	4637386	13210	2400	21598	0.0	0.0	6	3	1	2	122.366516	0	0	0	0.0	0.0	0	0
-4528.8798828125	n/a	4637574	13210	1399	20488	0.0	0.0	6	2	1	1	155.999506	0	0	0	0.0	0.0	0	0
-4529.0634765625	n/a	4637762	13210	1134	20182	0.0	0.0	6	1	1	2	211.930217	0	0	0	0.0	0.0	0	0
-4529.2470703125	n/a	4637950	13210	1713	20838	0.0	0.0	6	1	1	1	192.617852	0	0	0	0.0	0.0	0	0
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-4529.615234375	n/a	4638327	13210	1001	20000	0.0	0.0	6	4	2	3	88.725966	0	0	0	0.0	218.044407	0	0
-4529.798828125	n/a	4638515	13210	2415	21614	0.0	0.0	6	1	1	2	129.757385	0	0	0	0.0	0.0	0	0
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-4529.982421875	n/a	4638703	13210	1316	20393	0.0	0.0	6	2	1	2	85.583006	0	0	0	0.0	0.0	0	0
-4530.0595703125	n/a	4638782	21132	0	0	0.1767578125	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4530.166015625	n/a	4638891	13210	1154	20207	0.0	0.0	6	3	1	2	68.911192	0	0	0	0.0	0.0	0	0
-4530.349609375	n/a	4639079	13210	2044	21221	0.0	0.0	6	2	1	3	94.813351	0	0	0	0.0	0.0	0	0
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-4530.900390625	n/a	4639643	13210	1429	20523	0.0	0.0	6	4	2	2	123.694602	0	0	0	0.0	0.0	0	0
-4531.083984375	n/a	4639831	13210	1059	20081	0.0	0.0	6	1	2	2	123.261278	0	0	0	0.0	0.0	0	0
-4531.267578125	n/a	4640019	13210	1023	20032	0.0	0.0	6	2	1	3	119.965066	0	0	0	0.0	218.044407	0	0
-4531.4521484375	n/a	4640208	13210	1609	20725	0.0	0.0	6	2	1	2	71.67236	0	0	0	0.0	0.0	0	0
-4531.6357421875	n/a	4640396	13210	1237	20306	0.0	0.0	6	5	2	2	189.073385	0	0	0	0.0	0.0	0	0
-4535.126953125	n/a	4643971	12502	0	0	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
-4535.126953125	n/a	4643971	11102	0	0	0.0	0.0	0	0	0	0	0.0	0	0	0	0.0	0.0	0	0
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.json b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.json
deleted file mode 100644
index 03acc57d..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.json
+++ /dev/null
@@ -1,8 +0,0 @@
-{
-  "ESS_dataRecordingUuid": {
-    "Description": "Unique universal ID used to reference the specific recording in ESS"
-  },
-  "ESS_inSessionRecordingNum": {
-    "Description": "Number of the recording associated with a particular subject in an ESS session"
-  }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.tsv b/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.tsv
deleted file mode 100644
index b69c5ba6..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/ses-01/sub-02_ses-01_scans.tsv
+++ /dev/null
@@ -1,2 +0,0 @@
-filename	ESS_dataRecordingUuid	ESS_inSessionRecordingNum
-eeg/sub-02_ses-01_task-RSVPRestBlink_run-1_eeg.set	b1bcd0a4-39c1-41d8-b265-b8b558e78c29	1
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.json b/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.json
deleted file mode 100644
index 3d29b4cc..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.json
+++ /dev/null
@@ -1,25 +0,0 @@
-{
-  "ESS_subjectLabID": {
-    "Description": "labID used to reference the subject in this study as provided in original lab notes"
-  },
-  "ESS_sessionNum": {
-    "Description": "Number of the ESS session in which this recording is found"
-  },
-  "ESS_sessionID": {
-    "Description": "labID used to reference the session in original lab notes"
-  },
-  "caffeine": {
-    "Description": "hours since last caffeine intake, if less than 12 hours",
-    "Units": "hours"
-  },
-  "alcohol": {
-    "Description": "whether the subject has consumed alcohol within 12 hours before the recording",
-    "Levels": {
-      "Yes": "Has consumed caffeine within last 12 hours",
-      "No": "Has not consumed caffeine within last 12 hours"
-    }
-  },
-  "legacy_recordingParameterSet": {
-    "Description": "ID used to reference the recordingParameterSet in ESS"
-  }
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.tsv b/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.tsv
deleted file mode 100644
index 62c75020..00000000
--- a/datasets/eeg_rsvp_base_hed/sub-02/sub-02_sessions.tsv
+++ /dev/null
@@ -1,2 +0,0 @@
-session_id	acq_time	ESS_subjectLabID	ESS_sessionNum	ESS_sessionID	caffeine	alcohol	legacy_recordingParameterSet
-ses-01	00131102T000000	3102	2	5	n/a	n/a	parameter_set_1
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_eeg.json b/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_eeg.json
deleted file mode 100644
index 8d5d55d7..00000000
--- a/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_eeg.json
+++ /dev/null
@@ -1,15 +0,0 @@
-{
-  "TaskName": "RSVPRestBlink",
-  "TaskDescription": "Subjects viewed a rapid serial visual presentation (RSVP) of images, presented on an LCD computer screen, and consisting of color photographs of indoor and outdoor scenes. Some of the images will contained target objects and, others did not. There were five classes of target objects that consisted  of the following common everyday objects: doors, posters, chairs, containers, and staircases. Subjects were instructed on the target objects and shown exemplars of each target class. The subjects were also instructed to press a button when they saw a target object in the RSVP stream. The RSVP Baseline task was divided into 6 blocks of 10 minutes each, with a one minute break between blocks. During breaks subjects were asked to complete one or more of the self-report fatigue and sleepiness questionnaires. Each block contained a single class of target objects in addition to the non-target distracters. The images were presented at a fixed rate (between 2 and 10 Hz, based on pilot testing). The target probability (or target frequency) randomly vary across blocks (between 0.01 and 0.20). The assigned target class for the RSVP Baseline task was different for each of the first five blocks, with the sixth block having the same target class as the first block.",
-  "EEGReference": "CMS",
-  "SamplingFrequency": 1024.0,
-  "PowerLineFrequency": 60,
-  "SoftwareFilters": "n/a",
-  "CapManufacturer": "BioSemi ActiveTwo biopotential measurement system",
-  "EEGChannelCount": 256,
-  "ECGChannelCount": 0,
-  "EMGChannelCount": 0,
-  "EOGChannelCount": 0,
-  "MiscChannelCount": 2,
-  "EEGPlacementScheme": "Custom"
-}
\ No newline at end of file
diff --git a/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_events.json b/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_events.json
deleted file mode 100644
index 6b965c7f..00000000
--- a/datasets/eeg_rsvp_base_hed/task-RSVPRestBlink_events.json
+++ /dev/null
@@ -1,202 +0,0 @@
-{
-    "value": {
-        "Description": "Description for value",
-        "HED": {
-            "11101": "Label/11101",
-            "11102": "Label/11102",
-            "12101": "Label/12101",
-            "12102": "Label/12102",
-            "12201": "Label/12201",
-            "12202": "Label/12202",
-            "12301": "Label/12301",
-            "12302": "Label/12302",
-            "12401": "Label/12401",
-            "12402": "Label/12402",
-            "12501": "Label/12501",
-            "12502": "Label/12502",
-            "13110": "Label/13110",
-            "13120": "Label/13120",
-            "13210": "Operate/Drive, Label/13210",
-            "13220": "Label/13220",
-            "21121": "Label/21121",
-            "21122": "Label/21122",
-            "21131": "Label/21131",
-            "21132": "Label/21132",
-            "21221": "Label/21221",
-            "21222": "Label/21222",
-            "21231": "Label/21231",
-            "21232": "Label/21232",
-            "31101": "Label/31101",
-            "31102": "Label/31102",
-            "32202": "Label/32202",
-            "32301": "Label/32301",
-            "32302": "Label/32302",
-            "32401": "Label/32401",
-            "32402": "Label/32402"
-        },
-        "Levels": {
-            "11101": "Description for 11101",
-            "11102": "Description for 11102",
-            "12101": "Description for 12101",
-            "12102": "Description for 12102",
-            "12201": "Description for 12201",
-            "12202": "Description for 12202",
-            "12301": "Description for 12301",
-            "12302": "Description for 12302",
-            "12401": "Description for 12401",
-            "12402": "Description for 12402",
-            "12501": "Description for 12501",
-            "12502": "Description for 12502",
-            "13110": "Description for 13110",
-            "13120": "Description for 13120",
-            "13210": "Operate/Drive, Description for 13210",
-            "13220": "Description for 13220",
-            "21121": "Description for 21121",
-            "21122": "Description for 21122",
-            "21131": "Description for 21131",
-            "21132": "Description for 21132",
-            "21221": "Description for 21221",
-            "21222": "Description for 21222",
-            "21231": "Description for 21231",
-            "21232": "Description for 21232",
-            "31101": "Description for 31101",
-            "31102": "Description for 31102",
-            "32202": "Description for 32202",
-            "32301": "Description for 32301",
-            "32302": "Description for 32302",
-            "32401": "Description for 32401",
-            "32402": "Description for 32402"
-        }
-    },
-    "imagecategory": {
-        "Description": "Description for imagecategory",
-        "HED": {
-            "0": "(Label/imagecategory, Label/0)",
-            "1": "(Label/imagecategory, Label/1)",
-            "2": "(Label/imagecategory, Label/2)",
-            "3": "(Label/imagecategory, Label/3)",
-            "4": "(Label/imagecategory, Label/4)",
-            "5": "(Label/imagecategory, Label/5)",
-            "6": "(Label/imagecategory, Label/6)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5",
-            "6": "Description for 6"
-        }
-    },
-    "cameradistance": {
-        "Description": "Description for cameradistance",
-        "HED": {
-            "0": "(Label/cameradistance, Label/0)",
-            "1": "(Label/cameradistance, Label/1)",
-            "2": "(Label/cameradistance, Label/2)",
-            "3": "(Label/cameradistance, Label/3)",
-            "4": "(Label/cameradistance, Label/4)",
-            "5": "(Label/cameradistance, Label/5)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5"
-        }
-    },
-    "imagelocation": {
-        "Description": "Description for imagelocation",
-        "HED": {
-            "0": "(Label/imagelocation, Label/0)",
-            "1": "(Label/imagelocation, Label/1)",
-            "2": "(Label/imagelocation, Label/2)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2"
-        }
-    },
-    "imageclutter": {
-        "Description": "Description for imageclutter",
-        "HED": {
-            "0": "(Label/imageclutter, Label/0)",
-            "1": "(Label/imageclutter, Label/1)",
-            "2": "(Label/imageclutter, Label/2)",
-            "3": "(Label/imageclutter, Label/3)",
-            "4": "(Label/imageclutter, Label/4)",
-            "5": "(Label/imageclutter, Label/5)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3",
-            "4": "Description for 4",
-            "5": "Description for 5"
-        }
-    },
-    "tgtocclusion": {
-        "Description": "Description for tgtocclusion",
-        "HED": "Label/#"
-    },
-    "tgtcontrast": {
-        "Description": "Description for tgtcontrast",
-        "HED": {
-            "0": "(Label/tgtcontrast, Label/0)",
-            "1": "(Label/tgtcontrast, Label/1)",
-            "2": "(Label/tgtcontrast, Label/2)",
-            "3": "(Label/tgtcontrast,Label/3)"
-        },
-        "Levels": {
-            "0": "Description for 0",
-            "1": "Description for 1",
-            "2": "Description for 2",
-            "3": "Description for 3"
-        }
-    },
-    "gid": {
-        "Description": "Description for gid",
-        "HED": "(Label/gid, Label/#)"
-    },
-    "imageid": {
-        "Description": "Description for imageid",
-        "HED": "(Label/imageid, Label/#)"
-    },
-    "buttonpressduration": {
-        "Description": "Description for buttonpressduration",
-        "HED": "(Label/buttonpressduration, Label/#)"
-    },
-    "reactiontime": {
-        "Description": "Description for reactiontime",
-        "HED": "(Label/reactiontime, Label/#)"
-    },
-    "luminance": {
-        "Description": "Description for luminance",
-        "HED": "(Label/xluminance, Label/#)"
-    },
-    "tgtorientation": {
-        "Description": "Description for tgtorientation",
-        "HED": "(Label/tgtorientation, Label/#)"
-    },
-    "tgtsize": {
-        "Description": "Description for tgtsize",
-        "HED": "(Label/tgtsize, Label/#)"
-    },
-    "tgtdistfromcenter": {
-        "Description": "Description for tgtdistfromcenter",
-        "HED": "(Label/tgtdistfromcenter, Label/#)"
-    },
-    "numberoftargets": {
-        "Description": "Description for numberoftargets",
-        "HED": "(Label/numberoftargets, Label/#)"
-    },
-    "numberofclasses": {
-        "Description": "Description for numberofclasses",
-        "HED": "(Label/numberofclasses, Label/#)"
-    }
-}
\ No newline at end of file
diff --git a/datasets/fmri_ds002790s_hed_aomic/dataset_description.json b/datasets/fmri_ds002790s_hed_aomic/dataset_description.json
index 53fd238d..b6538d84 100644
--- a/datasets/fmri_ds002790s_hed_aomic/dataset_description.json
+++ b/datasets/fmri_ds002790s_hed_aomic/dataset_description.json
@@ -1,7 +1,7 @@
 {
     "Name": "AOMIC-PIOP2",
-    "BIDSVersion": "1.7.0",
-	"HEDVersion": "8.0.0",
+    "BIDSVersion": "1.8.0",
+	"HEDVersion": "8.2.0",
     "License": "CC0",
     "Authors": [
         "Lukas Snoek",
diff --git a/datasets/fmri_ds002790s_hed_aomic/task-emomatching_acq-seq_events.json b/datasets/fmri_ds002790s_hed_aomic/task-emomatching_acq-seq_events.json
index 59b09555..ab77eb7e 100644
--- a/datasets/fmri_ds002790s_hed_aomic/task-emomatching_acq-seq_events.json
+++ b/datasets/fmri_ds002790s_hed_aomic/task-emomatching_acq-seq_events.json
@@ -1,4 +1,15 @@
 {
+  "onset": {
+    "Description": "Time in seconds relative to the start of the recording.",
+    "Units": "s"
+  },
+  "duration": {
+    "Description": "Nominal duration of the event.",
+    "Units": "s"    
+  },
+  "response_time": {
+    "Description": "Participant response time."
+  },
   "trial_type": {
     "LongName": "Condition of trial",
     "Description": "Whether the trial was to match emotion or orientation (=control)",
@@ -42,13 +53,11 @@
     "Description": "Which sex did the presented faces have?",
     "Levels": {
       "male": "male",
-      "female": "female",
-      "n/a": "none (it was a control trial)"
+      "female": "female"
     },
     "HED": {
       "male": "Label/MaleImage",
-      "female": "Label/FemaleImage",
-      "n/a": "Label/UnknownImage"
+      "female": "Label/FemaleImage"
     }
   },
   "emo_match": {
@@ -56,13 +65,11 @@
     "Description": "The emotion of the face to match (in case of emotion trials)?",
     "Levels": {
       "fear": "fear",
-      "anger": "anger",
-      "n/a": "none (it was a control trial)"
+      "anger": "anger"
     },
     "HED": {
       "fear": "Label/FearFace",
-      "anger": "Label/AngerFace",
-      "n/a": "Label/UnknownFaceEmotion"
+      "anger": "Label/AngerFace"
     }
   },
   "ori_match": {
@@ -70,13 +77,11 @@
     "Description": "Which orientation did the participants have to match?",
     "Levels": {
       "horizontal": "horizontal",
-      "vertical": "vertical",
-      "n/a": "none (it was an emotion trial)"
+      "vertical": "vertical"
     },
     "HED": {
       "horizontal": "Label/HorizontalImageOrientation",
-      "vertical": "Label/VerticalImageOrientation",
-      "n/a": "Label/NoImageOrientation"
+      "vertical": "Label/VerticalImageOrientation"
     }
   },
   "ethn_target": {
@@ -85,14 +90,12 @@
     "Levels": {
       "caucasian": "target face was caucasian",
       "black": "target face was black",
-      "asian": "target face was asian",
-      "n/a": "none (it was an orientation trial)"
+      "asian": "target face was asian"
     },
     "HED": {
       "caucasian": "Label/Caucasian-face-target",
       "black": "Label/Black-face-target",
-      "asian": "Label/Asian-face-target",
-      "n/a": "Label/No-racial-face-target"
+      "asian": "Label/Asian-face-target"
     }
   },
   "ethn_match": {
@@ -101,14 +104,12 @@
     "Levels": {
       "caucasian": "match face was caucasian",
       "black": "match face was black",
-      "asian": "match face was asian",
-      "n/a": "none (it was a control trial)"
+      "asian": "match face was asian"
     },
     "HED": {
       "caucasian": "Label/Caucasian-match-face",
       "black": "Label/Black-match-face",
-      "asian": "Label/Asian-match-face",
-      "n/a": "Label/No-racial-match"
+      "asian": "Label/Asian-match-face"
     }
   },
   "ethn_distractor": {
@@ -117,14 +118,13 @@
     "Levels": {
       "caucasian": "distractor face was caucasian",
       "black": "distractor face was black",
-      "asian": "distractor face asian",
-      "n/a": "none (it was a control trial)"
+      "asian": "distractor face asian"
     },
     "HED": {
       "caucasian": "Label/Causasian-distractor-face",
+      "white": "Label/Causasian-distractor-face",
       "black": "Label/Black-distractor-face",
-      "asian": "Label/Asian-distractor-face",
-      "n/a": "Label/No-racial-distractor"
+      "asian": "Label/Asian-distractor-face"
     }
   }
 }
diff --git a/datasets/fmri_ds002790s_hed_aomic/task-stopsignal_acq-seq_events.json b/datasets/fmri_ds002790s_hed_aomic/task-stopsignal_acq-seq_events.json
index 44a737db..87a3c919 100644
--- a/datasets/fmri_ds002790s_hed_aomic/task-stopsignal_acq-seq_events.json
+++ b/datasets/fmri_ds002790s_hed_aomic/task-stopsignal_acq-seq_events.json
@@ -1,4 +1,15 @@
-{
+{  
+  "onset": {
+    "Description": "Time in seconds relative to the start of the recording.",
+    "Units": "s"
+  },
+  "duration": {
+    "Description": "Nominal duration of the event.",
+    "Units": "s"    
+  },
+  "response_time": {
+    "Description": "Participant response time."
+  },
   "trial_type": {
     "LongName": "Type of trial",
     "Description": "Whether the ",
@@ -53,8 +64,7 @@
     },
     "HED": {
       "male": "Label/Male-image",
-      "female": "Label/Female-image",
-      "n/a": "Label/Unknown-image"
+      "female": "Label/Female-image"
     }
   }
 }
diff --git a/datasets/fmri_ds002790s_hed_aomic/task-workingmemory_acq-seq_events.json b/datasets/fmri_ds002790s_hed_aomic/task-workingmemory_acq-seq_events.json
index 9792b39d..3cfe0184 100644
--- a/datasets/fmri_ds002790s_hed_aomic/task-workingmemory_acq-seq_events.json
+++ b/datasets/fmri_ds002790s_hed_aomic/task-workingmemory_acq-seq_events.json
@@ -2,6 +2,10 @@
   "onset": {
     "Description": "Onset of the trial, i.e., the appearance of the grey screen (duration: 1 sec). Note, this is the onset of the trial. The onset of the different phases is as follows: encoding phase = onset + 1, retention phase = onset + 2, memory/retrieval phase = onset + 4"
   },
+  "duration": {
+    "Description": "Nominal duration of the event.",
+    "Units": "s"    
+  },
   "trial_type": {
     "LongName": "Condition of trial",
     "Description": "Whether the display was passive (no display), active which changed, or didn't change",
diff --git a/datasets/fmri_soccer21s_hed/dataset_description.json b/datasets/fmri_soccer21s_hed/dataset_description.json
index 345dfd7f..f0476649 100644
--- a/datasets/fmri_soccer21s_hed/dataset_description.json
+++ b/datasets/fmri_soccer21s_hed/dataset_description.json
@@ -7,8 +7,8 @@
             "CodeURL": "https://github.com/Donders-Institute/bidscoin"
         }
     ],
-    "BIDSVersion": "1.7.0",
-    "HEDVersion": "8.0.0",
+    "BIDSVersion": "1.8.0",
+    "HEDVersion": "8.2.0",
     "DatasetType": "raw",
     "License": "Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)",
     "Authors": [
diff --git a/datasets/fmri_soccer21s_hed/task-soc21gng_events.json b/datasets/fmri_soccer21s_hed/task-soc21gng_events.json
index 765d3519..b8e809e3 100644
--- a/datasets/fmri_soccer21s_hed/task-soc21gng_events.json
+++ b/datasets/fmri_soccer21s_hed/task-soc21gng_events.json
@@ -4,17 +4,17 @@
         "HED": {
             "5": "Agent-action, (((Human-agent, Experiment-controller)), (Press , Push-button))",
             "train_block_end": "Experiment-structure",
-            "DealingWithErrors_3": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Agent-emotional-state/Distracted, (Participant-response, (Experimental-trial, Item-interval, Some)))) ",
-            "DealingWithErrors_2": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Delay, (Participant-response, (Experimental-trial, Item-interval, Some)))) ",
-            "DealingWithErrors_1": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Delay, (Participant-response, (Experimental-trial, Item-interval/1))))",
+            "DealingWithErrors_3": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White),  (Query, Label/How-errors-affect-performance-next-trials-3)",
+            "DealingWithErrors_2": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query,  Label/How-errors-affect-performance-next-trials-2)",
+            "DealingWithErrors_1": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, Label/How-errors-affect-performance-next-trials-1)",
             "Frust_post": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Agent-emotional-state/Frustrated))",
             "Stress_post": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Agent-emotional-state/Stressed))",
-            "survey_block_start": "Experiment-structure, (Def/Survey_block, Onset)",
-            "DealingWithErrors_4": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, (Agent-emotional-state/Motivated, (Participant-response, (Experimental-trial, Item-interval, Some))))",
-            "rest_block_start": "Experiment-structure, (Def/Rest_block, Onset)",
-            "rest_block_end": "Experiment-structure, (Def/Rest_block, Offset)",
-            "experiment_block_start": "Experiment-structure, (Def/Exp_block, Onset)",
-            "experiment_block_end": "Experiment-structure, (Def/Exp_block, Offset)",
+            "survey_block_start": "(Def/Survey_block, Onset)",
+            "DealingWithErrors_4": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), (Query, Label/How-errors-affect-motivation-next-trials)",
+            "rest_block_start": "(Def/Rest_block, Onset)",
+            "rest_block_end": "(Def/Rest_block, Offset)",
+            "experiment_block_start": "(Def/Exp_block, Onset)",
+            "experiment_block_end": "(Def/Exp_block, Offset)",
             "70": "Sensory-event, (Visual-presentation, Computer-screen), (Textblock, Black, Foreground-view), (Background-view, White), Feedback",
             "3": "Agent-action, (((Human-agent, Experiment-participant), Index-finger), (Press , Push-button)), Task-activity, Parameter-label/Indicate-done, Label/Button-3",
             "2s": "Agent-action, (((Human-agent, Experiment-participant), Index-finger), (Press , Push-button)), Task-activity, ((Move, Input-device/Slider), Rightward), Label/Button-2",
@@ -63,15 +63,14 @@
         }
     },
     "trial_number": {
-        "Description": "Number of the trial the event belongs to",
-        "HED": "(Def/Exp_block, Time-block, Label/#)"
+        "Description": "Number of the trial the event belongs to"
     },
     "HED_definitions": {
         "Description":"Definitions for soccer21 data.",
         "HED":{
-            "def_rest":"(Definition/Rest_block, (Time-Block))",
-            "def_exp": "(Definition/Exp_block, (Time-Block))",
-            "def_survey": "(Definition/Survey_block, (Time-Block))"
+            "def_rest":"(Definition/Rest_block, (Time-Block, Experiment-structure))",
+            "def_exp": "(Definition/Exp_block, (Time-Block, Experiment-structure))",
+            "def_survey": "(Definition/Survey_block, (Time-Block, Experiment-structure))"
         }
     }
 }
\ No newline at end of file
diff --git a/docs/source/WhatsNew.md b/docs/source/WhatsNew.md
index b064b338..44fa246d 100644
--- a/docs/source/WhatsNew.md
+++ b/docs/source/WhatsNew.md
@@ -1,8 +1,13 @@
 (whats-new-anchor)=
 # What's new?
 
-<span style="color: red; font-weight: bold;">Upcoming... </span> **Nov. 10-17, 2023 sFN (Society for Neuroscience)** in Washington D.C.:  
-> **Visit SCCN booth (#3031)** for help and information (or just to visit) about **NEMAR/OpenNeuro**, **EEGLAB**, **HED**, **LSL**, and **MoBI**.  
+**Nov. 14, 2023 Dora Hermes elected to BIDS steering committee:**      
+>  HED working group member Dora Hermes from Mayo has been elected to the BIDS steering committee for a two-year term.
+>  **Congratulations** Dora!  
+
+**Nov. 10-17, 2023 sFN (Society for Neuroscience)** in Washington D.C.:  
+> **SCCN booth (#3031)** provided help and information about:  
+> **NEMAR/OpenNeuro**, **EEGLAB**, **HED**, **LSL**, and **MoBI**.  
 
 **October 27, 2023**: **HEDTools version 0.4.0 released** 
 > [**HEDTools**](https://pypi.org/project/hedtools/) version 0.4.0 has been released on PyPI.  
diff --git a/hedcode/jupyter_notebooks/bids/extract_json_template.ipynb b/hedcode/jupyter_notebooks/bids/extract_json_template.ipynb
index 6a8ba119..dc20469c 100644
--- a/hedcode/jupyter_notebooks/bids/extract_json_template.ipynb
+++ b/hedcode/jupyter_notebooks/bids/extract_json_template.ipynb
@@ -22,9 +22,9 @@
     "\n",
     "| Variable            | Purpose |\n",
     "|---------------------| ------- |\n",
-    "| `dataset_root_path` | Full path to root directory of dataset.|\n",
+    "| `dataset_root` | Full path to root directory of dataset.|\n",
     "| `exclude_dirs`      | List of directories to exclude when constructing the list of event files. |\n",
-    "| `skip_columns`      |  List of column names in the `events.tsv` files to skip. |\n",
+    "| `skip_columns`      | List of column names in the `events.tsv` files to skip. |\n",
     "| `value_columns`     | List of columns names in the `events.tsv` files to annotate as<br>as a whole rather than by individual column value. |  \n",
     "| `output_path` | Full path of output file. If None, then output is printed. |\n",
     "\n",
@@ -42,53 +42,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "{\n",
-      "    \"rep_status\": {\n",
-      "        \"Description\": \"Description for rep_status\",\n",
-      "        \"HED\": {\n",
-      "            \"delayed_repeat\": \"(Label/rep_status, Label/delayed_repeat)\",\n",
-      "            \"first_show\": \"(Label/rep_status, Label/first_show)\",\n",
-      "            \"immediate_repeat\": \"(Label/rep_status, Label/immediate_repeat)\",\n",
-      "            \"nan\": \"(Label/rep_status, Label/nan)\"\n",
-      "        },\n",
-      "        \"Levels\": {\n",
-      "            \"delayed_repeat\": \"Here describe column value delayed_repeat of column rep_status\",\n",
-      "            \"first_show\": \"Here describe column value first_show of column rep_status\",\n",
-      "            \"immediate_repeat\": \"Here describe column value immediate_repeat of column rep_status\",\n",
-      "            \"nan\": \"Here describe column value nan of column rep_status\"\n",
-      "        }\n",
-      "    },\n",
-      "    \"stim_file\": {\n",
-      "        \"Description\": \"Description for stim_file\",\n",
-      "        \"HED\": \"(Label/stim_file, Label/#)\"\n",
-      "    },\n",
-      "    \"rep_lag\": {\n",
-      "        \"Description\": \"Description for rep_lag\",\n",
-      "        \"HED\": \"(Label/rep_lag, Label/#)\"\n",
-      "    }\n",
-      "}\n"
-     ]
-    }
-   ],
+   "execution_count": null,
+   "outputs": [],
    "source": [
     "import json\n",
     "from hed.tools.analysis.tabular_summary import TabularSummary\n",
     "from hed.tools.util.io_util import get_file_list\n",
-    "\n",
-    "dataset_root_path = '../../../datasets/eeg_ds003645s_hed'\n",
-    "exclude_dirs = ['stimuli', 'code', 'derivatives', 'sourcedata']\n",
-    "skip_columns = [\"onset\", \"duration\", \"sample\", \"value\", \"face_type\", \"response_time\", \"trial\", \"event_type\"]\n",
-    "value_columns = [\"stim_file\", \"rep_lag\"]\n",
+    "dataset_root = 'T:/summaryTests/ds004105-download'\n",
+    "# dataset_root_path = '../../../datasets/eeg_ds003645s_hed'\n",
+    "exclude_dirs = ['stimuli', 'code', 'derivatives', 'sourcedata', 'phenotype']\n",
+    "skip_columns = [\"onset\", \"duration\", \"sample\"]\n",
+    "value_columns = []\n",
     "output_path = None\n",
     "\n",
     "# Construct the event file dictionary for the BIDS event files\n",
-    "event_files = get_file_list(dataset_root_path, extensions=[\".tsv\"], name_suffix=\"_events\", exclude_dirs=exclude_dirs)\n",
+    "event_files = get_file_list(dataset_root, extensions=[\".tsv\"], name_suffix=\"_events\", exclude_dirs=exclude_dirs)\n",
     "\n",
     "# Construct the event file value summary and generate a sidecar template representing dataset\n",
     "value_summary = TabularSummary(value_cols=value_columns, skip_cols=skip_columns, name=\"Wakeman-Hanson test data\")\n",
@@ -101,11 +69,7 @@
     "    print(json.dumps(sidecar_template, indent=4))"
    ],
    "metadata": {
-    "collapsed": false,
-    "ExecuteTime": {
-     "end_time": "2023-09-03T18:57:45.300359800Z",
-     "start_time": "2023-09-03T18:57:45.264364300Z"
-    }
+    "collapsed": false
    }
   }
  ],
diff --git a/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb b/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
index 1334b84e..ca7aafdf 100644
--- a/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
+++ b/hedcode/jupyter_notebooks/bids/validate_bids_dataset.ipynb
@@ -2,16 +2,10 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "metadata": {
-    "collapsed": true,
-    "pycharm": {
-     "name": "#%% md\n"
-    }
-   },
    "source": [
     "## Validate HED in a BIDS dataset.\n",
     "\n",
-    "Validating annotations HED as you develop them makes the annotation process much easier and faster to debug. This notebook validates HED in a BIDS dataset.\n",
+    "Validating HED annotations as you develop them makes the annotation process much easier and faster to debug. This notebook validates HED in a BIDS dataset.\n",
     "\n",
     "The tool creates a `BidsDataset` object, which represents the information from a BIDS dataset that is relevant to HED, including the `dataset_description.json`, all `events.tsv` files, and all `events.json` sidecar files.\n",
     "\n",
@@ -28,7 +22,10 @@
     "\n",
     "\n",
     "For validation of a single `events.json` file during annotation development, users often find the [**online sidecar tools**](https://hedtools.ucsd.edu/hed/sidecar) convenient, but the online tool does not provide complete dataset-level validation."
-   ]
+   ],
+   "metadata": {
+    "collapsed": false
+   }
   },
   {
    "cell_type": "code",
@@ -38,27 +35,24 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Using HEDTOOLS version: {'date': '2023-10-27T15:28:14-0500', 'dirty': False, 'error': None, 'full-revisionid': '2c4ac99767322bf8d32a779a6b687a96206a5859', 'version': '0.4.0'}\n",
-      "HED Examples version: {'version': '0.2.0+180.g93d9ace.dirty', 'full-revisionid': '93d9acef2ad8b2a0e7619bad23f2c34cef52a0e9', 'dirty': True, 'error': None, 'date': '2023-10-26T09:52:10-0500'}\n",
-      "HED validation errors: \n",
-      "\n",
-      "Errors in file 'sub-002_task-FacePerception_run-1_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
-      "\n",
-      "Errors in file 'sub-002_task-FacePerception_run-2_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
-      "\n",
-      "Errors in file 'sub-002_task-FacePerception_run-3_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
-      "\n",
-      "Errors in file 'sub-003_task-FacePerception_run-1_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
-      "\n",
-      "Errors in file 'sub-003_task-FacePerception_run-2_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n",
+      "Using HEDTOOLS version: {'date': '2023-11-11T14:14:45-0600', 'dirty': True, 'error': None, 'full-revisionid': '35e3f997c4a7de7fbd79bf9dc9906a6a1bb92ea4', 'version': '0.4.0+8.g35e3f99.dirty'}\n",
+      "HED Examples version: {'version': '0.2.0+185.ga8f1b07.dirty', 'full-revisionid': 'a8f1b075c2bb6d105a238140a0ca2da9314ae80d', 'dirty': True, 'error': None, 'date': '2023-10-27T17:09:42-0500'}\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "IOPub data rate exceeded.\n",
+      "The notebook server will temporarily stop sending output\n",
+      "to the client in order to avoid crashing it.\n",
+      "To change this limit, set the config variable\n",
+      "`--NotebookApp.iopub_data_rate_limit`.\n",
       "\n",
-      "Errors in file 'sub-003_task-FacePerception_run-3_events.tsv'\n",
-      "\tHED_UNKNOWN_COLUMN: (Warning) Column named 'sample' found in file, but not specified as a tag column or identified in sidecars.\n"
+      "Current values:\n",
+      "NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)\n",
+      "NotebookApp.rate_limit_window=3.0 (secs)\n",
+      "\n"
      ]
     }
    ],
@@ -73,7 +67,10 @@
     "\n",
     "## Set the dataset location and the check_for_warnings flag\n",
     "check_for_warnings = True\n",
-    "dataset_dir = '../../../datasets/eeg_ds003645s_hed_curly'\n",
+    "#dataset_dir = '../../../datasets/eeg_ds004105s_hed'\n",
+    "#dataset_dir = '../../../datasets/fmri_ds002790s_hed_aomic'\n",
+    "dataset_dir = '../../../datasets/fmri_soccer21s_hed'\n",
+    "dataset_dir = '../../../datasets/eeg_rsvp_base_hed'\n",
     "outfile = ''\n",
     "\n",
     "## Validate the dataset\n",
@@ -91,8 +88,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2023-10-27T22:04:18.425876300Z",
-     "start_time": "2023-10-27T22:04:11.227861600Z"
+     "end_time": "2023-11-13T19:05:12.985138800Z",
+     "start_time": "2023-11-13T19:03:27.372061600Z"
     }
    }
   }
diff --git a/hedcode/jupyter_notebooks/bids/validate_bids_datasets.ipynb b/hedcode/jupyter_notebooks/bids/validate_bids_datasets.ipynb
index 80910917..cfab292d 100644
--- a/hedcode/jupyter_notebooks/bids/validate_bids_datasets.ipynb
+++ b/hedcode/jupyter_notebooks/bids/validate_bids_datasets.ipynb
@@ -3,9 +3,9 @@
   {
    "cell_type": "markdown",
    "source": [
-    "## Validate HED in a BIDS dataset.\n",
+    "## Validate HED in a list of BIDS datasets\n",
     "\n",
-    "Validating annotations HED as you develop them makes the annotation process much easier and faster to debug. This notebook validates HED in a BIDS dataset.\n",
+    "Validating HED annotations as you develop them makes the annotation process much easier and faster to debug. This notebook validates HED in the BIDS datasets listed in the hed-examples repository.\n",
     "\n",
     "The tool creates a `BidsDataset` object, which represents the information from a BIDS dataset that is relevant to HED, including the `dataset_description.json`, all `events.tsv` files, and all `events.json` sidecar files.\n",
     "\n",
@@ -30,27 +30,55 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 3,
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Using HEDTOOLS version: {'date': '2023-10-12T10:29:43-0500', 'dirty': False, 'error': None, 'full-revisionid': 'e9e63e39f6a99487c5e69ae96e653c4580045ec0', 'version': '0.3.0+164.ge9e63e3'}\n",
-      "HED Examples version: {'version': '0.2.0+168.g92a829c.dirty', 'full-revisionid': '92a829cb0336bd952db10f1890f23dde80aecd36', 'dirty': True, 'error': None, 'date': '2023-10-10T13:35:06-0500'}\n",
+      "Using HEDTOOLS version: {'date': '2023-11-11T14:14:45-0600', 'dirty': True, 'error': None, 'full-revisionid': '35e3f997c4a7de7fbd79bf9dc9906a6a1bb92ea4', 'version': '0.4.0+8.g35e3f99.dirty'}\n",
+      "HED Examples version: {'version': '0.2.0+185.ga8f1b07.dirty', 'full-revisionid': 'a8f1b075c2bb6d105a238140a0ca2da9314ae80d', 'dirty': True, 'error': None, 'date': '2023-10-27T17:09:42-0500'}\n",
+      "\n",
+      "Validating eeg_ds002893s_hed_attention_shift\n",
+      "No HED validation errors\n",
+      "\n",
       "Validating eeg_ds003645s_hed\n",
       "No HED validation errors\n",
+      "\n",
       "Validating eeg_ds003645s_hed_column\n",
       "No HED validation errors\n",
+      "\n",
+      "Validating eeg_ds003645s_hed_curly\n",
+      "No HED validation errors\n",
+      "\n",
       "Validating eeg_ds003645s_hed_inheritance\n",
       "No HED validation errors\n",
+      "\n",
+      "Validating eeg_ds003645s_hed_library\n",
+      "No HED validation errors\n",
+      "\n",
       "Validating eeg_ds003645s_hed_longform\n",
       "No HED validation errors\n",
-      "Validating eeg_ds003645s_hed_library\n",
+      "\n",
+      "Validating eeg_ds003645s_hed_partnered\n",
       "No HED validation errors\n",
-      "Validating eeg_ds002893s_hed_attention_shift\n",
+      "\n",
+      "Validating eeg_ds003645s_hed_remodel\n",
+      "No HED validation errors\n",
+      "\n",
+      "Validating eeg_ds004105s_hed\n",
+      "No HED validation errors\n",
+      "\n",
+      "Validating eeg_ds004106s_hed\n",
       "No HED validation errors\n",
+      "\n",
       "Validating eeg_ds004117s_hed_sternberg\n",
+      "No HED validation errors\n",
+      "\n",
+      "Validating fmri_ds002790s_hed_aomic\n",
+      "No HED validation errors\n",
+      "\n",
+      "Validating fmri_soccer21s_hed\n",
       "No HED validation errors\n"
      ]
     }
@@ -68,15 +96,25 @@
     "\n",
     "## Set the dataset locations and the check_for_warnings flag\n",
     "check_for_warnings = False\n",
-    "bids_datasets = ['eeg_ds003645s_hed', 'eeg_ds003645s_hed_column',\n",
-    "                 'eeg_ds003645s_hed_inheritance', 'eeg_ds003645s_hed_longform',\n",
-    "                 'eeg_ds003645s_hed_library', 'eeg_ds002893s_hed_attention_shift',\n",
-    "                 'eeg_ds004117s_hed_sternberg'\n",
+    "bids_datasets = ['eeg_ds002893s_hed_attention_shift',\n",
+    "                 'eeg_ds003645s_hed', \n",
+    "                 'eeg_ds003645s_hed_column',\n",
+    "                 'eeg_ds003645s_hed_curly',\n",
+    "                 'eeg_ds003645s_hed_inheritance', \n",
+    "                 'eeg_ds003645s_hed_library', \n",
+    "                 'eeg_ds003645s_hed_longform',\n",
+    "                 'eeg_ds003645s_hed_partnered',\n",
+    "                 'eeg_ds003645s_hed_remodel',\n",
+    "                 'eeg_ds004105s_hed',\n",
+    "                 'eeg_ds004106s_hed',\n",
+    "                 'eeg_ds004117s_hed_sternberg',\n",
+    "                 'fmri_ds002790s_hed_aomic',\n",
+    "                 'fmri_soccer21s_hed'\n",
     "              ]\n",
     "\n",
     "for bids_dataset in bids_datasets:\n",
     "    dataset_path = os.path.realpath(os.path.join(datasets_dir, bids_dataset))\n",
-    "    print(f\"Validating {bids_dataset}\")\n",
+    "    print(f\"\\nValidating {bids_dataset}\")\n",
     "\n",
     "    ## Validate the dataset\n",
     "    bids = BidsDataset(dataset_path)\n",
@@ -93,8 +131,8 @@
      "name": "#%%\n"
     },
     "ExecuteTime": {
-     "end_time": "2023-10-17T12:11:03.224728400Z",
-     "start_time": "2023-10-17T12:10:21.630499700Z"
+     "end_time": "2023-11-15T17:26:58.450442100Z",
+     "start_time": "2023-11-15T17:26:04.407045600Z"
     }
    }
   }
diff --git a/hedcode/matlab_scripts/data_cleaning/getEventTable.m b/hedcode/matlab_scripts/data_cleaning/getEventTable.m
index c1ab17a0..c307e95a 100644
--- a/hedcode/matlab_scripts/data_cleaning/getEventTable.m
+++ b/hedcode/matlab_scripts/data_cleaning/getEventTable.m
@@ -1,14 +1,12 @@
-function eventTable = getEventTable(eventsFile, columnTypes, renameColumns)
+function eventTable = getEventTable(eventsFile, typeMap, renameMap)
 % Read the table of events from the events file
 %
 % Parameters:
 %     eventsFile - the path of a BIDS tabular events file.
-%     columnTypes - a cell array of two-element values: 
-%                    column-name, column-type
-%     renameColumns - a cell array of two-element values:
-%                    old-name, new-name
+%     typeMap - map of non-string column types: (column-name, column-type)
+%     renameMap - map of columns to be renamed: (old-name, new-name)
 %                      
-   typeMap = containers.Map(columnTypes(:, 1), columnTypes(:, 2));       
+  
    optsDect = detectImportOptions(eventsFile, 'FileType', 'delimitedtext');
   
    % Set the types and fill values of the columns as specified.
@@ -32,9 +30,10 @@
    
    % Rename the columns that are requested.
    variableNames = eventTable.Properties.VariableNames;
-   for m = 1:length(renameColumns)
-      variableNames{strcmpi(variableNames, renameColumns{m, 1})} = ...
-          renameColumns{m, 2};
+   for m = 1:length(variableNames)
+       if isKey(renameMap, variableNames{m})
+           variableNames{m} = renameMap(variableNames{m});
+       end
    end
    eventTable.Properties.VariableNames = variableNames;
  
\ No newline at end of file
diff --git a/hedcode/matlab_scripts/data_cleaning/runEeglabImportEvents.m b/hedcode/matlab_scripts/data_cleaning/runEeglabImportEvents.m
index abd29d43..78c75935 100644
--- a/hedcode/matlab_scripts/data_cleaning/runEeglabImportEvents.m
+++ b/hedcode/matlab_scripts/data_cleaning/runEeglabImportEvents.m
@@ -1,48 +1,47 @@
-%% This imports the _events.tsv into the corresponding EEG.set file
+%% Import the _events.tsv into the corresponding EEG.event structure
 
 %% Set up the specifics for your dataset
-filename = 'T:/SummaryTests/ds004105-download/sub-01/ses-01/eeg/sub-01_ses-01_task-DriveRandomSound_run-1_events.tsv';
+rootPath = 'T:/summaryTests/ds004105-download';
+excludeDirs = {'sourcedata', 'code', 'stimuli', 'derivatives', 'phenotype'};
+namePrefix = '';
+nameSuffix = '_eeg';
+extensions = {'.set'};
+setname = 'BCIT Auditory Cueing';
 
-% excludeDirs = {'sourcedata', 'code', 'stimuli', 'derivatives'};
-% namePrefix = '';
-% nameSuffix = '_eeg';
-% extensions = {'.set'};
-% 
-% % Designate the columns that are numeric (rest are char)
-% columnTypes = {'onset', 'double'; 'duration', 'double'; 'sample', 'int32'};
-% 
-% convertLatency = true; 
-% 
-% %% Open the log
-% fid = fopen([rootPath filesep 'code/curation_logs', filesep log_name], 'w');
-% fprintf(fid, 'Log of runEeglabEventsImport.m on %s\n', datetime('now'));
-% 
-% %% Generate json file.
-% fileList = getFileList(rootPath, namePrefix, nameSuffix, ...
-%                            extensions, excludeDirs);
-% for k = 1:length(fileList)
-%    EEG = pop_loadset(fileList{k});
-%    [pathName, basename, ext] = fileparts(fileList{k});
-%    fprintf(fid, '%s:\n', basename);
-%    eventsFile = [pathName filesep basename(1:(end-3)) 'events.tsv'];
-%    eventTable = getEventTable(eventsFile, columnTypes, renameColumns);
-%    fprintf(fid, '\tCreate a table from the events file\n');
-%    if convertLatency
-%        eventTable.('latency') = eventTable.('latency')*EEG.srate + 1;
-%        fprintf(fid, '\tConvert the latency column to samples\n');
-%    end
-%    fprintf('%s: EEG.event has %d events and BIDS event file has %d events\n', ...
-%            basename, length(EEG.event), size(eventTable,1));
-%    EEG.urevent = table2struct(eventTable)';
-%    fprintf(fid, '\tSet the EEG.urevent\n');
-%    eventTable.('urevent') = transpose(1:size(eventTable));
-%    EEG.event = table2struct(eventTable)';
-%    fprintf(fid, '\tSet the EEG.event\n');
-%    if ~isempty(setname)    
-%       EEG.setname = [setname basename];
-%       fprintf(fid, '\tSet the EEG.setname\n');
-%    end
-%    fprintf(fid, '\tResave the EEG.set file\n');
-%    EEG = pop_saveset(EEG, 'savemode', 'resave', 'version', '7.3');
-% end
-% fclose(fid);
\ No newline at end of file
+% Designate the columns that are numeric (rest are char)
+columnTypes = containers.Map({'onset', 'duration', 'sample'}, ...
+                             {'double', 'double', 'int32'});
+% Designate the columns that should be renamed
+renameColumns = containers.Map({'onset'}, {'latency'});
+convertLatency = true; 
+
+%% Generate json file.
+fileList = getFileList(rootPath, namePrefix, nameSuffix, ...
+                           extensions, excludeDirs);
+for k = 1:length(fileList)
+   EEG = pop_loadset(fileList{k});
+   [pathName, basename, ext] = fileparts(fileList{k});
+   fprintf('%s:\n', basename);
+   eventsFile = [pathName filesep basename(1:(end-3)) 'events.tsv'];
+   eventTable = getEventTable(eventsFile, columnTypes, renameColumns);
+   fprintf('\tCreate a table from the events file\n');
+   if convertLatency
+       eventTable.('latency') = eventTable.('latency')*EEG.srate + 1;
+       fprintf('\tConvert the latency column to samples\n');
+   end
+   fprintf('%s: EEG.event has %d events and BIDS event file has %d events\n', ...
+           basename, length(EEG.event), size(eventTable,1));
+   fprintf('\tReset the EEG.event.urevent\n');
+   eventTable.('urevent') = transpose(1:size(eventTable));
+   fprintf('\tSet the EEG.event\n');
+   EEG.event = table2struct(eventTable)';
+   fprintf('\tSet the EEG.urevent\n');
+   EEG.urevent = EEG.event;
+   if ~isempty(setname)    
+      EEG.setname = [setname basename];
+      fprintf('\tSet the EEG.setname\n');
+   end
+  
+   fprintf('\tResave the EEG.set file\n');
+   EEG = pop_saveset(EEG, 'savemode', 'resave', 'version', '7.3');
+end
\ No newline at end of file
diff --git a/hedcode/python_scripts/needs_refactoring/run_bids_dataset_validation.py b/hedcode/python_scripts/needs_refactoring/run_bids_dataset_validation.py
deleted file mode 100644
index 6476d5cd..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_bids_dataset_validation.py
+++ /dev/null
@@ -1,26 +0,0 @@
-import os
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.tools.bids.bids_dataset import BidsDataset
-
-
-if __name__ == '__main__':
-    path = os.path.join(os.path.dirname(os.path.abspath(__file__)),
-                        '../../../datasets/eeg_ds003645s_hed_library')
-    bids = BidsDataset(path)
-    # Validate and include warnings
-    print("Validating and include warnings...")
-    issue_list1 = bids.validate(check_for_warnings=True)
-    if issue_list1:
-        issue_str = get_printable_issue_string(issue_list1, "HED_library issues with warnings")
-        print(f"Issues (including warnings):\n{issue_str}")
-    else:
-        print("...No issues even when warnings included")
-
-    # Validate and don't include warnings
-    print("Validating and don't include warnings...")
-    issue_list2 = bids.validate(check_for_warnings=False)
-    if issue_list2:
-        issue_str = get_printable_issue_string(issue_list2, "HED_library issues with no warnings")
-        print(f"Issues (including warnings):\n{issue_str}")
-    else:
-        print("...No issues when warnings not included")
diff --git a/hedcode/python_scripts/needs_refactoring/run_bids_style_file_validate.py b/hedcode/python_scripts/needs_refactoring/run_bids_style_file_validate.py
deleted file mode 100644
index 6969cf50..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_bids_style_file_validate.py
+++ /dev/null
@@ -1,34 +0,0 @@
-import os
-
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.models.sidecar import Sidecar
-from hed.models.events_input import EventsInput
-from hed.validator.hed_validator import HedValidator
-from hed.schema.hed_schema_io import load_schema
-from hed.schema.hed_schema_group import HedSchemaGroup
-
-
-if __name__ == '__main__':
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED8.0.0.xml'
-    hed_library_url1 = \
-        'https://raw.githubusercontent.com/hed-standard/hed-schemas/main/hedxml/HED_score_1.0.0.xml'
-    hed_library_url2 = \
-        'https://raw.githubusercontent.com/hed-standard/hed-schemas/main/hedxml/HED_test_1.0.2.xml'
-    hed_schema = load_schema(hed_xml_url)
-    hed_schema_lib1 = load_schema(hed_library_url1)
-    hed_schema_lib1.set_library_prefix("sc")
-    hed_schema_lib2 = load_schema(hed_library_url2)
-    hed_schema_lib2.set_library_prefix("test")
-    events_file = os.path.join(
-        '../../../datasets/eeg_ds003645s_hed_library/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv')
-    json_file = os.path.join('../../../datasets/eeg_ds003645s_hed_library/task-FacePerception_events.json')
-
-    schema_group = HedSchemaGroup([hed_schema, hed_schema_lib1, hed_schema_lib2])
-    validator = HedValidator(hed_schema=schema_group)
-
-    sidecar = Sidecar(json_file)
-    input_file = EventsInput(events_file, sidecars=sidecar)
-    issues = input_file.validate_file_sidecars(validator, check_for_warnings=False)
-    issues += input_file.validate_file(validator, check_for_warnings=False)
-
-    print(get_printable_issue_string(issues, "Validating a Bids event file with its JSON sidecar"))
diff --git a/hedcode/python_scripts/needs_refactoring/run_hed_conversion_examples.py b/hedcode/python_scripts/needs_refactoring/run_hed_conversion_examples.py
deleted file mode 100644
index c5cf5e99..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_hed_conversion_examples.py
+++ /dev/null
@@ -1,70 +0,0 @@
-"""
-Examples of opening a HED dataset spreadsheet, processing it, then saving it back out as a spreadsheet.
-This example is specifically converting tags between short and long form.
-
-Classes Demonstrated:
-HedInput - Used to open/modify/save a spreadsheet
-HedSchema - Used to convert hed strings between short and long forms
-"""
-import os
-from hed.models.hed_input import HedInput
-from hed.models.hed_string import HedString
-from hed.schema.hed_schema_io import load_schema
-
-local_hed = '../data/schema_data/HED8.0.0.xml'
-
-
-def long_to_short_file(input_file, output_filename, hed_schema, error_handler=None):
-    error_list = input_file.convert_to_short(hed_schema, error_handler)
-    input_file.to_excel(output_filename, )
-    return input_file, error_list
-
-
-def short_to_long_file(input_file, output_filename, hed_schema, error_handler=None):
-    error_list = input_file.convert_to_long(hed_schema, error_handler)
-    input_file.to_excel(output_filename)
-    return input_file, error_list
-
-
-def long_to_short_string(input_string, hed_schema):
-    hed_string_obj = HedString(input_string)
-    return hed_string_obj.convert_to_short(hed_schema)
-
-
-def short_to_long_string(input_string, hed_schema):
-    hed_string_obj = HedString(input_string)
-    return hed_string_obj.convert_to_long(hed_schema)
-
-
-if __name__ == '__main__':
-    # Convert a spreadsheet to
-    data_path = '../../data/spreadsheet_data'
-    base_name = 'ExcelOneSheet'
-    single_sheet = os.path.join(data_path, base_name + '.xlsx')
-
-    loaded_schema = load_schema(local_hed)
-    prefixed_needed_tag_columns = {2: 'Property/Informational-property/Label/',
-                                   3: 'Property/Informational-property/Description/'}
-    loaded_file = HedInput(single_sheet, tag_columns=[4],
-                           column_prefix_dictionary=prefixed_needed_tag_columns,
-                           worksheet_name='LKT 8HED3')
-    filename = os.path.join(data_path, base_name + '_short_form.xlsx')
-    long_to_short_file(loaded_file, filename, loaded_schema)
-
-    filename = os.path.join(data_path, base_name + '_long_form.xlsx')
-    loaded_file = HedInput(single_sheet, tag_columns=[4],
-                           column_prefix_dictionary=prefixed_needed_tag_columns,
-                           worksheet_name='LKT 8HED3')
-    short_to_long_file(loaded_file, filename, loaded_schema)
-
-    inputs = 'Attribute/Sensory/Visual/Color/CSS-color/White-color/White'
-    tag, error = long_to_short_string(inputs, loaded_schema)
-    print(f"Converting to short: tag= {tag}, errors=[{error}]")
-
-    inputs = 'Property/Sensory-property/Sensory-attribute/Visual-attribute/Color/CSS-color/White-color/White'
-    tag, error = long_to_short_string(inputs, loaded_schema)
-    print(f"Converting to short: tag= {tag}, errors=[{error}]")
-
-    inputs = 'White'
-    tag, error = short_to_long_string(inputs, loaded_schema)
-    print(f"Converting to long: tag= {tag}, errors=[{error}]")
diff --git a/hedcode/python_scripts/needs_refactoring/run_hed_files_examples.py b/hedcode/python_scripts/needs_refactoring/run_hed_files_examples.py
deleted file mode 100644
index 32207bdc..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_hed_files_examples.py
+++ /dev/null
@@ -1,135 +0,0 @@
-"""
-TODO: These examples need to be updated.
-
-Examples of creating a HedValidator and validating various spreadsheet_data using it.
-Also contains examples of catching HedFileErrors for invalid input.
-
-Classes Demonstrated:
-HedInput - Used to open/modify/save a spreadsheet
-HedValidator - Validates a given input string or file
-HedFileError - Exception thrown when a file cannot be opened.(parsing error, file not found error, etc)
-"""
-
-import os
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.errors.exceptions import HedFileError
-from hed.models.hed_input import HedInput
-from hed.validator.hed_validator import HedValidator
-from hed.schema.hed_schema_io import load_schema, load_schema_version
-
-
-if __name__ == '__main__':
-    # Set up the file names for the tests
-    local_hed_file = '../../data/schema_data/HED7.2.0.xml'  # path HED v7.1.1 stored locally
-    example_data_path = '../../data/spreadsheet_data'  # path to example data
-    valid_tsv_file = os.path.join(example_data_path, 'ValidTwoColumnHED7_1_1.tsv')
-    valid_tsv_file_no_header = os.path.join(example_data_path, 'ValidTwoColumnHED7_1_1NoHeader.tsv')
-    valid_tsv_file_separate_cols = os.path.join(example_data_path, 'LKTEventCodesHED2.tsv')
-    unsupported_csv_format = os.path.join(example_data_path, 'UnsupportedFormatCSV.csv')
-    multiple_sheet_xlsx_file = os.path.join(example_data_path, 'ExcelMultipleSheets.xlsx')
-
-    hed_schema_cached = load_schema_version(xml_version_number='7.1.1')
-    hed_validator_old = HedValidator(hed_schema=hed_schema_cached)
-    hed_schema_local = load_schema(local_hed_file)
-    hed_validator_local = HedValidator(hed_schema=hed_schema_local)
-    hed_validator_local_warnings = HedValidator(hed_schema=hed_schema_local)
-
-    # Example 1a: Valid TSV file with default version of HED
-    print(valid_tsv_file)
-    input_file = HedInput(valid_tsv_file, tag_columns=[2])
-    validation_issues = input_file.validate_file(hed_validator_old, check_for_warnings=True)
-    the_title = '[Example 1a] ValidTwoColumnHED7_1_1 is probably okay with default version of HED'
-    print(get_printable_issue_string(validation_issues, title=the_title))
-
-    # Example 1b: Valid TSV file with specified local version of HED
-    print(valid_tsv_file)
-    input_file = HedInput(valid_tsv_file, tag_columns=[2])
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 1b] ValidTwoColumnHED7_1_1 should have no issues with local ' +
-                                           'version 7.1.1'))
-
-    # Example 1c: Valid TSV file with specified local version of HED and no column headers
-    print(valid_tsv_file_no_header)
-    input_file = HedInput(valid_tsv_file_no_header, has_column_names=False, tag_columns=[2, 3])
-    validation_issues = input_file.validate_file(hed_validator_local)
-    the_title = '[Example 1c] ValidTwoColumnHED7_1_1NoHeaders should have no issues with version 7.1.1'
-    print(get_printable_issue_string(validation_issues, title=the_title))
-
-    # Example 1d: Valid TSV with separate columns for required fields
-    print(valid_tsv_file_separate_cols)
-    prefixed_needed_tag_columns = {4: 'Event/Description/', 2: 'Event/Label/', 3: 'Event/Long name/'}
-    input_file = HedInput(valid_tsv_file_separate_cols, tag_columns=[5],
-                          column_prefix_dictionary=prefixed_needed_tag_columns)
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 1d] Valid TSV with required tags in separate columns'))
-
-    # Example 2a: CSV files are not supported (Use excel to convert)
-    print(unsupported_csv_format)
-    prefixed_needed_tag_columns = {3: 'Event/Description/', 4: 'Event/Label/', 5: 'Event/Category/'}
-    try:
-        input_file = HedInput(unsupported_csv_format, tag_columns=[6],
-                              column_prefix_dictionary=prefixed_needed_tag_columns)
-    except HedFileError as e:
-        print('[Example 2a] csv is unsupported format, but this call treats file name as HED string')
-        print(e.format_error_message(return_string_only=True))
-
-    # Example 2b: CSV files are not supported (Use excel to convert) - explicit file specification
-    print(unsupported_csv_format)
-    prefixed_needed_tag_columns = {3: 'Event/Description/', 4: 'Event/Label/', 5: 'Event/Category/'}
-    try:
-        input_file = HedInput(unsupported_csv_format, tag_columns=[6],
-                              column_prefix_dictionary=prefixed_needed_tag_columns)
-    except HedFileError as e:
-        print("['Example 2b] csv is unsupported format, now have right error message")
-        print(e.format_error_message(return_string_only=True))
-
-    prefixed_needed_tag_columns = {2: 'Event/Label/', 3: 'Event/Description/'}
-    # Example 3a: XLSX file with multiple sheets - first sheet has no issues with 7.1.1
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4],
-                          column_prefix_dictionary=prefixed_needed_tag_columns,
-                          worksheet_name='LKT Events')
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3a] Multiple sheet xlsx has LKT Events sheet with no issues'))
-
-    # Example 3b: Valid XLSX file with multiple sheets - first sheet probably has no issues with default schema
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4],
-                          column_prefix_dictionary=prefixed_needed_tag_columns,
-                          worksheet_name='LKT Events')
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3b] LKT Events sheet probably has with no issues with ' +
-                                           'the default schema'))
-
-    # Example 3c: XLSX file with multiple sheets - assumes first sheet by default
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4],
-                          column_prefix_dictionary=prefixed_needed_tag_columns)
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3c] Multiple sheet xlsx has first sheet with no issues'))
-
-    # Example 3d: XLSX file with multiple sheets - PVT sheet has several issues with 7.1.1
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4],
-                          column_prefix_dictionary=prefixed_needed_tag_columns,
-                          worksheet_name='PVT Events')
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3d] Some PVT worksheet issues that are due to removal ' +
-                                           'of extensionAllowed in places in 7.1.1'))
-
-    # Example 3e: Invalid XLSX sheet with 7.1.1
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4], worksheet_name='DAS Events')
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3e] DAS Events worksheet has multiple issues with 7.1.1'))
-
-    # Example 3f: Invalid XLSX sheet with 7.1.1 - also can't duplicate Label and Description in 7.1.1
-    input_file = HedInput(multiple_sheet_xlsx_file, tag_columns=[4],
-                          column_prefix_dictionary=prefixed_needed_tag_columns,
-                          worksheet_name='DAS Events')
-    validation_issues = input_file.validate_file(hed_validator_local)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3f] DAS worse now because of duplicate Label and ' +
-                                           'Description specifications'))
diff --git a/hedcode/python_scripts/needs_refactoring/run_hed_string_examples.py b/hedcode/python_scripts/needs_refactoring/run_hed_string_examples.py
deleted file mode 100644
index 7b0d146c..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_hed_string_examples.py
+++ /dev/null
@@ -1,66 +0,0 @@
-""" Examples of creating a HedValidator and validating various Hed Strings with it.
-
-Classes Demonstrated:
-HedValidator - Validates a given input string or file
-"""
-
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.models.hed_string import HedString
-from hed.schema.hed_schema_io import load_schema
-from hed.validator.hed_validator import HedValidator
-
-
-if __name__ == '__main__':
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED8.0.0.xml'
-    hed_schema = load_schema(hed_xml_url)
-
-    hed_validator = HedValidator(hed_schema)
-    hed_validator_no_semantic = HedValidator(run_semantic_validation=False)
-
-    hed_string_1 = \
-        "Sensory-event,Visual-presentation,Experimental-stimulus,Green,Non-target," + \
-        "(Letter/D, (Center-of, Computer-screen))"
-    string_obj_1 = HedString(hed_string_1)
-    validation_issues = string_obj_1.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 1] hed_string_1 should have no issues with HEDv8.0.0'))
-
-    string_1_long, issues = string_obj_1.convert_to_short(hed_schema)
-    print(get_printable_issue_string(issues, title='[Example 2] hed_string_1 should convert to long without errors'))
-    string_1_long_obj = HedString(string_1_long)
-    validation_issues = string_1_long_obj.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 3] hed_string_1 should validate after conversion to long'))
-
-    hed_string_2 = "Sensory-event,Visual-presentation,BlankBlank,Experimental-stimulus,Blech"
-    string_obj_2 = HedString(hed_string_2)
-    validation_issues = string_obj_2.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 4] hed_string_2 has 2 invalid tags HEDv8.0.0'))
-
-    hed_string_3 = "Sensory-event,Visual-presentation,Experimental-stimulus,Red/Dog"
-    string_obj_3 = HedString(hed_string_3)
-    validation_issues = string_obj_3.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 5] hed_string_3 extended tag gives a warning'))
-
-    validation_issues = string_obj_3.validate(hed_validator, check_for_warnings=True)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 6] hed_string_3 extended tag flags error with warnings'))
-
-    hed_string_4 = 'Event/Label/ButtonPushDeny, Event/Description/Button push to deny access to the ID holder,' \
-                   'Event/Category/Participant response, ' \
-                   '(Participant ~ Action/Button press/Keyboard ~ Participant/Effect/Body part/Arm/Hand/Finger)'
-    string_obj_4 = HedString(hed_string_4)
-    validation_issues = string_obj_4.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 7] hed_string_4 has issues with the latest HED version'))
-
-    hed_string_5 = 'Event,dskfjkf/dskjdfkj/sdkjdsfkjdf/sdlfdjdsjklj'
-    string_obj_5 = HedString(hed_string_5)
-    validation_issues = string_obj_5.validate(hed_validator)
-    print(get_printable_issue_string(validation_issues,
-                                     title='[Example 8] hed_string_5 does not validate with current HED schema'))
-
-    validation_issues = string_obj_5.validate(hed_validator_no_semantic=True)
-    print(get_printable_issue_string(validation_issues, title='[Example 8] hed_string_5 is syntactically correct'))
diff --git a/hedcode/python_scripts/needs_refactoring/run_json_validation_and_conversion.py b/hedcode/python_scripts/needs_refactoring/run_json_validation_and_conversion.py
deleted file mode 100644
index 18f3a4a9..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_json_validation_and_conversion.py
+++ /dev/null
@@ -1,48 +0,0 @@
-"""
-
-Examples using the sidecars:
-
-Example 1: Create a Sidecar from a json sidecar file and validate it
-
-Example 2: Open a json Sidecar, modify it, then save it back out.
-
-
-Classes Demonstrated:
-HedSchema - Opens a hed xml schema.  Used by other tools to check tag attributes in the schema.
-Sidecar - Contains the data from a single json sidecar, can be validated using a HedSchema.
-HedString - Main class for handling a hed string during processing and analysis
-"""
-
-from tempfile import TemporaryFile
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.models.hed_string import HedString
-from hed.models.sidecar import Sidecar
-from hed.schema.hed_schema_io import load_schema
-from hed.validator.hed_validator import HedValidator
-
-if __name__ == '__main__':
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED8.0.0.xml'
-    hed_schema = load_schema(hed_xml_url)
-    json_filename = "../../../datasets/eeg_ds003645s_hed/task-FacePerception_events.json"
-
-    # Example 1
-    print("\nExample 1 demonstrating Sidecar validation....")
-    sidecar = Sidecar(json_filename)
-    validator = HedValidator(hed_schema)
-    issues = sidecar.validate_entries(validator, check_for_warnings=True)
-    if issues:
-        print(get_printable_issue_string(issues), "JSON dictionary from eeg_ds003645s_hed has validation errors")
-    else:
-        print("JSON dictionary from eeg_ds003645s_hed has no validation errors")
-
-    # Example 2: Convert JSON to long and output it.
-    print("\n\nExample 2 converting a Sidecar to long in place ...")
-    tag_form = 'long_tag'
-    validator = HedValidator(hed_schema)
-    for hed_string_obj, position_info, issue_items in sidecar.hed_string_iter(validators=validator,
-                                                                              expand_defs=False,
-                                                                              allow_placeholder=True):
-        converted_string = hed_string_obj.get_as_form(tag_form)
-        issues = issues + issue_items
-        sidecar.set_hed_string(converted_string, position_info)
-    print(f"Outputting the converted results:\n{sidecar.get_as_json_string()}")
diff --git a/hedcode/python_scripts/needs_refactoring/run_validate_schema.py b/hedcode/python_scripts/needs_refactoring/run_validate_schema.py
deleted file mode 100644
index 79b6c8e9..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_validate_schema.py
+++ /dev/null
@@ -1,24 +0,0 @@
-"""
-Example of how to validate a given hed schema file.
-
-Functions Demonstrated:
-hed_schema.check_compliance - Checks if a HedSchema object is hed3 compatible.
-"""
-
-from hed.errors.error_reporter import get_printable_issue_string
-from hed.schema.hed_schema_io import load_schema
-
-if __name__ == '__main__':
-    # this should produce fairly minimal issues.
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED8.0.0.xml'
-    hed_schema = load_schema(hed_xml_url)
-    print("\nValidating HED8.0.0 will produce 3 errors and a warning that do not prevent conversion...")
-    issues = hed_schema.check_compliance()
-    print(get_printable_issue_string(issues))
-
-    # This old schema should produce many issues, including many duplicate terms
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED7.2.0.xml'
-    hed_schema = load_schema(hed_xml_url)
-    print("\nValidating HED7.2.0 should produce many issues....")
-    issues = hed_schema.check_compliance()
-    print(get_printable_issue_string(issues))
diff --git a/hedcode/python_scripts/needs_refactoring/run_wiki2xml.py b/hedcode/python_scripts/needs_refactoring/run_wiki2xml.py
deleted file mode 100644
index 81da102c..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_wiki2xml.py
+++ /dev/null
@@ -1,18 +0,0 @@
-""" Example of converting a hed schema from .mediawiki format to .xml format. """
-
-from hed.util.file_util import \
-    write_strings_to_file
-from hed.schema.hed_schema_io import load_schema
-
-
-if __name__ == '__main__':
-
-    # Convert mediawiki to XML and write to a temporary file
-    hed_wiki_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master' + \
-                   '/hedwiki/HED8.0.0.mediawiki'
-    print("Converting HED8.0.0.mediawiki to XML:")
-    hed_schema = load_schema(hed_wiki_url)
-    xml_file_string = hed_schema.get_as_xml_string()
-    if xml_file_string:
-        xml_location = write_strings_to_file(xml_file_string)
-        print(f"XML temporary file:  {xml_location}")
diff --git a/hedcode/python_scripts/needs_refactoring/run_xml2wiki.py b/hedcode/python_scripts/needs_refactoring/run_xml2wiki.py
deleted file mode 100644
index 136e92ca..00000000
--- a/hedcode/python_scripts/needs_refactoring/run_xml2wiki.py
+++ /dev/null
@@ -1,16 +0,0 @@
-""" Example of converting a hed schema from .xml format to .mediawiki format. """
-
-from hed.util.file_util import write_strings_to_file
-from hed.schema.hed_schema_io import load_schema
-
-
-if __name__ == '__main__':
-
-    # Convert mediawiki to XML and write to a temporary file
-    hed_xml_url = 'https://raw.githubusercontent.com/hed-standard/hed-specification/master/hedxml/HED8.0.0.xml'
-    print("Converting HED8.0.0.xml to mediawiki:")
-    hed_schema = load_schema(hed_xml_url)
-    mediawiki_file_string = hed_schema.get_as_mediawiki_string()
-    if mediawiki_file_string:
-        mediawiki_location = write_strings_to_file(mediawiki_file_string)
-        print(f"Mediawiki temporary file:  {mediawiki_location}")