diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_lock.json b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_lock.json
new file mode 100644
index 0000000..3a58d2c
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_lock.json
@@ -0,0 +1,8 @@
+{
+    "sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv": "2024-09-26 06:21:25.255253",
+    "sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv": "2024-09-26 06:21:25.255253",
+    "sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv": "2024-09-26 06:21:25.255253",
+    "sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv": "2024-09-26 06:21:25.255253",
+    "sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv": "2024-09-26 06:21:25.255253",
+    "sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv": "2024-09-26 06:21:25.255253"
+}
\ No newline at end of file
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
new file mode 100644
index 0000000..24b41a3
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-1_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+24.2098181818	n/a	6052.4545	show_face_initial	unfamiliar_face	first_show	1	n/a	13	u032.bmp
+25.0352727273	n/a	6258.8182	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+25.158	n/a	6289.5	left_press	n/a	n/a	1	n/a	256	n/a
+26.7352727273	n/a	6683.8182	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+27.2498181818	n/a	6812.4545	show_face	unfamiliar_face	immediate_repeat	2	1	14	u032.bmp
+27.8970909091	n/a	6974.2727	left_press	n/a	n/a	2	n/a	256	n/a
+28.0998181818	n/a	7024.9545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+29.7998181818	n/a	7449.9545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+30.3570909091	n/a	7589.2727	show_face	unfamiliar_face	first_show	3	n/a	13	u088.bmp
+31.188	n/a	7797.0	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+32.888	n/a	8222.0	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+33.3643636364	n/a	8341.0909	show_face	unfamiliar_face	first_show	4	n/a	13	u084.bmp
+34.368	n/a	8592.0	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.068	n/a	9017.0	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+36.5561818182	n/a	9139.0455	show_face	famous_face	first_show	5	n/a	5	f123.bmp
+37.3161818182	n/a	9329.0455	right_press	n/a	n/a	5	n/a	4096	n/a
+37.3825454545	n/a	9345.6364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+39.0825454545	n/a	9770.6364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+39.5789090909	n/a	9894.7273	show_face	unfamiliar_face	first_show	6	n/a	13	u022.bmp
+40.581636363600005	n/a	10145.4091	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+42.2816363636	n/a	10570.4091	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+42.8025454545	n/a	10700.6364	show_face	famous_face	first_show	7	n/a	5	f094.bmp
+43.5489090909	n/a	10887.2273	right_press	n/a	n/a	7	n/a	4096	n/a
+43.7198181818	n/a	10929.9545	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+45.4198181818	n/a	11354.9545	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+46.043454545500005	n/a	11510.8636	show_face	scrambled_face	first_show	8	n/a	17	s150.bmp
+46.95072727270001	n/a	11737.6818	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+48.6507272727	n/a	12162.6818	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+49.1343636364	n/a	12283.5909	show_face	unfamiliar_face	delayed_repeat	9	6	15	u088.bmp
+50.1352727273	n/a	12533.8182	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+51.8352727273	n/a	12958.8182	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+52.3916363636	n/a	13097.9091	show_face	famous_face	first_show	10	n/a	5	f063.bmp
+53.100727272700006	n/a	13275.1818	right_press	n/a	n/a	10	n/a	4096	n/a
+53.2616363636	n/a	13315.4091	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+54.96163636359999	n/a	13740.4091	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+55.5489090909	n/a	13887.2273	show_face	unfamiliar_face	delayed_repeat	11	7	15	u084.bmp
+56.5589090909	n/a	14139.7273	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+58.258909090900005	n/a	14564.7273	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+58.8061818182	n/a	14701.5455	show_face	unfamiliar_face	first_show	12	n/a	13	u004.bmp
+59.5407272727	n/a	14885.1818	left_press	n/a	n/a	12	n/a	256	n/a
+59.7270909091	n/a	14931.7727	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+61.4270909091	n/a	15356.7727	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+61.9134545455	n/a	15478.3636	show_face	unfamiliar_face	immediate_repeat	13	1	14	u004.bmp
+62.850727272700006	n/a	15712.6818	left_press	n/a	n/a	13	n/a	256	n/a
+62.8934545455	n/a	15723.3636	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+64.5934545455	n/a	16148.3636	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+65.10436363640001	n/a	16276.0909	show_face	famous_face	delayed_repeat	14	9	7	f123.bmp
+65.7989090909	n/a	16449.7273	right_press	n/a	n/a	14	n/a	4096	n/a
+66.10436363640001	n/a	16526.0909	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+67.8043636364	n/a	16951.0909	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+68.4289090909	n/a	17107.2273	show_face	famous_face	first_show	15	n/a	5	f006.bmp
+69.3470909091	n/a	17336.7727	right_press	n/a	n/a	15	n/a	4096	n/a
+69.3625454545	n/a	17340.6364	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.0625454545	n/a	17765.6364	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+71.6025454545	n/a	17900.6364	show_face	unfamiliar_face	delayed_repeat	16	10	15	u022.bmp
+72.32981818180001	n/a	18082.4545	right_press	n/a	n/a	16	n/a	4096	n/a
+72.5616363636	n/a	18140.4091	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+74.26163636359999	n/a	18565.4091	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+74.7598181818	n/a	18689.9545	show_face	scrambled_face	first_show	17	n/a	17	s043.bmp
+75.6989090909	n/a	18924.7273	left_press	n/a	n/a	17	n/a	256	n/a
+75.7334545455	n/a	18933.3636	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+77.4334545455	n/a	19358.3636	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.0670909091	n/a	19516.7727	show_face	scrambled_face	immediate_repeat	18	1	18	s043.bmp
+78.8107272727	n/a	19702.6818	left_press	n/a	n/a	18	n/a	256	n/a
+78.9434545455	n/a	19735.8636	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+80.6434545455	n/a	20160.8636	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+81.1916363636	n/a	20297.9091	show_face	famous_face	delayed_repeat	19	12	7	f094.bmp
+81.8416363636	n/a	20460.4091	right_press	n/a	n/a	19	n/a	4096	n/a
+82.1370909091	n/a	20534.2727	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+83.8370909091	n/a	20959.2727	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+84.4989090909	n/a	21124.7273	show_face	scrambled_face	first_show	20	n/a	17	s083.bmp
+85.43072727270001	n/a	21357.6818	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+85.6189090909	n/a	21404.7273	left_press	n/a	n/a	20	n/a	256	n/a
+87.1307272727	n/a	21782.6818	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+87.75618181819999	n/a	21939.0455	show_face	scrambled_face	immediate_repeat	21	1	18	s083.bmp
+88.6252727273	n/a	22156.3182	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+90.3252727273	n/a	22581.3182	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+90.8970909091	n/a	22724.2727	show_face	scrambled_face	delayed_repeat	22	14	19	s150.bmp
+91.7243636364	n/a	22931.0909	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+93.4243636364	n/a	23356.0909	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+93.8870909091	n/a	23471.7727	show_face	famous_face	first_show	23	n/a	5	f093.bmp
+94.7770909091	n/a	23694.2727	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+94.8107272727	n/a	23702.6818	left_press	n/a	n/a	23	n/a	256	n/a
+96.4770909091	n/a	24119.2727	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+97.078	n/a	24269.5	show_face	famous_face	delayed_repeat	24	14	7	f063.bmp
+97.668	n/a	24417.0	right_press	n/a	n/a	24	n/a	4096	n/a
+97.9389090909	n/a	24484.7273	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+99.6389090909	n/a	24909.7273	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+100.218	n/a	25054.5	show_face	famous_face	first_show	25	n/a	5	f143.bmp
+100.9407272727	n/a	25235.1818	right_press	n/a	n/a	25	n/a	4096	n/a
+101.2198181818	n/a	25304.9545	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+102.9198181818	n/a	25729.9545	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+103.4589090909	n/a	25864.7273	show_face	famous_face	immediate_repeat	26	1	6	f143.bmp
+104.0743636364	n/a	26018.5909	right_press	n/a	n/a	26	n/a	4096	n/a
+104.3925454545	n/a	26098.1364	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.0925454545	n/a	26523.1364	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+106.5661818182	n/a	26641.5455	show_face	scrambled_face	first_show	27	n/a	17	s142.bmp
+107.408	n/a	26852.0	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+107.4134545455	n/a	26853.3636	left_press	n/a	n/a	27	n/a	256	n/a
+109.108	n/a	27277.0	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+109.7407272727	n/a	27435.1818	show_face	famous_face	delayed_repeat	28	13	7	f006.bmp
+110.5252727273	n/a	27631.3182	left_press	n/a	n/a	28	n/a	256	n/a
+110.7089090909	n/a	27677.2273	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+112.4089090909	n/a	28102.2273	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+112.998	n/a	28249.5	show_face	unfamiliar_face	first_show	29	n/a	13	u131.bmp
+113.7443636364	n/a	28436.0909	left_press	n/a	n/a	29	n/a	256	n/a
+113.9298181818	n/a	28482.4545	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+115.6298181818	n/a	28907.4545	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+116.138	n/a	29034.5	show_face	unfamiliar_face	first_show	30	n/a	13	u020.bmp
+117.1143636364	n/a	29278.5909	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+118.8143636364	n/a	29703.5909	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+119.2789090909	n/a	29819.7273	show_face	unfamiliar_face	immediate_repeat	31	1	14	u020.bmp
+119.8943636364	n/a	29973.5909	left_press	n/a	n/a	31	n/a	256	n/a
+120.1043636364	n/a	30026.0909	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+121.8043636364	n/a	30451.0909	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+122.3025454545	n/a	30575.6364	show_face	scrambled_face	first_show	32	n/a	17	s088.bmp
+123.1370909091	n/a	30784.2727	left_press	n/a	n/a	32	n/a	256	n/a
+123.2089090909	n/a	30802.2273	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+124.9089090909	n/a	31227.2273	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+125.4098181818	n/a	31352.4545	show_face	famous_face	delayed_repeat	33	10	7	f093.bmp
+126.0852727273	n/a	31521.3182	right_press	n/a	n/a	33	n/a	4096	n/a
+126.3307272727	n/a	31582.6818	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+128.0307272727	n/a	32007.6818	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+128.5834545455	n/a	32145.8636	show_face	scrambled_face	first_show	34	n/a	17	s081.bmp
+129.5343636364	n/a	32383.5909	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+129.778	n/a	32444.5	right_press	n/a	n/a	34	n/a	4096	n/a
+131.2343636364	n/a	32808.5909	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+131.758	n/a	32939.5	show_face	scrambled_face	immediate_repeat	35	1	18	s081.bmp
+132.7398181818	n/a	33184.9545	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+132.7798181818	n/a	33194.9545	left_press	n/a	n/a	35	n/a	256	n/a
+134.4398181818	n/a	33609.9545	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+135.0816363636	n/a	33770.4091	show_face	unfamiliar_face	first_show	36	n/a	13	u077.bmp
+135.9107272727	n/a	33977.6818	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+135.9407272727	n/a	33985.1818	right_press	n/a	n/a	36	n/a	4096	n/a
+137.61072727270002	n/a	34402.6818	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+138.2061818182	n/a	34551.5455	show_face	unfamiliar_face	immediate_repeat	37	1	14	u077.bmp
+139.1061818182	n/a	34776.5455	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+139.12345454549998	n/a	34780.8636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.8061818182	n/a	35201.5455	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+141.4307272727	n/a	35357.6818	show_face	scrambled_face	delayed_repeat	38	11	19	s142.bmp
+142.2698181818	n/a	35567.4545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+142.32254545450002	n/a	35580.6364	left_press	n/a	n/a	38	n/a	256	n/a
+143.9698181818	n/a	35992.4545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+144.6207272727	n/a	36155.1818	show_face	scrambled_face	first_show	39	n/a	17	s034.bmp
+145.4498181818	n/a	36362.4545	right_press	n/a	n/a	39	n/a	4096	n/a
+145.478	n/a	36369.5	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+147.178	n/a	36794.5	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+147.74436363639998	n/a	36936.0909	show_face	scrambled_face	immediate_repeat	40	1	18	s034.bmp
+148.7343636364	n/a	37183.5909	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+148.7452727273	n/a	37186.3182	right_press	n/a	n/a	40	n/a	4096	n/a
+150.4343636364	n/a	37608.5909	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+150.9016363636	n/a	37725.4091	show_face	unfamiliar_face	delayed_repeat	41	12	15	u131.bmp
+151.868	n/a	37967.0	right_press	n/a	n/a	41	n/a	4096	n/a
+151.9189090909	n/a	37979.7273	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+151.9752727273	n/a	37993.8182	double_press	n/a	n/a	41	n/a	4352	n/a
+153.6189090909	n/a	38404.7273	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+154.2598181818	n/a	38564.9545	show_face	unfamiliar_face	first_show	42	n/a	13	u100.bmp
+155.0989090909	n/a	38774.7273	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+155.1689090909	n/a	38792.2273	left_press	n/a	n/a	42	n/a	256	n/a
+156.7989090909	n/a	39199.7273	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+157.43345454549998	n/a	39358.3636	show_face	unfamiliar_face	immediate_repeat	43	1	14	u100.bmp
+157.9898181818	n/a	39497.4545	left_press	n/a	n/a	43	n/a	256	n/a
+158.3389090909	n/a	39584.7273	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+160.0389090909	n/a	40009.7273	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+160.5070909091	n/a	40126.7727	show_face	scrambled_face	first_show	44	n/a	17	s087.bmp
+161.3289090909	n/a	40332.2273	left_press	n/a	n/a	44	n/a	256	n/a
+161.4152727273	n/a	40353.8182	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+163.1152727273	n/a	40778.8182	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+163.748	n/a	40937.0	show_face	scrambled_face	immediate_repeat	45	1	18	s087.bmp
+164.4807272727	n/a	41120.1818	right_press	n/a	n/a	45	n/a	4096	n/a
+164.7252727273	n/a	41181.3182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+166.42527272729998	n/a	41606.3182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+166.97254545450002	n/a	41743.1364	show_face	scrambled_face	delayed_repeat	46	14	19	s088.bmp
+167.9352727273	n/a	41983.8182	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+168.1816363636	n/a	42045.4091	left_press	n/a	n/a	46	n/a	256	n/a
+169.6352727273	n/a	42408.8182	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+170.2298181818	n/a	42557.4545	show_face	scrambled_face	first_show	47	n/a	17	s074.bmp
+171.0552727273	n/a	42763.8182	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+171.398	n/a	42849.5	right_press	n/a	n/a	47	n/a	4096	n/a
+172.7552727273	n/a	43188.8182	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+173.2534545455	n/a	43313.3636	show_face	unfamiliar_face	first_show	48	n/a	13	u058.bmp
+174.1370909091	n/a	43534.2727	right_press	n/a	n/a	48	n/a	4096	n/a
+174.1789090909	n/a	43544.7273	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+175.8789090909	n/a	43969.7273	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+176.49436363639998	n/a	44123.5909	show_face	unfamiliar_face	immediate_repeat	49	1	14	u058.bmp
+177.33436363639998	n/a	44333.5909	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+177.4043636364	n/a	44351.0909	right_press	n/a	n/a	49	n/a	4096	n/a
+179.0343636364	n/a	44758.5909	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+179.6343636364	n/a	44908.5909	show_face	famous_face	first_show	50	n/a	5	f038.bmp
+180.4970909091	n/a	45124.2727	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+180.6652727273	n/a	45166.3182	left_press	n/a	n/a	50	n/a	256	n/a
+182.1970909091	n/a	45549.2727	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+182.6752727273	n/a	45668.8182	show_face	scrambled_face	first_show	51	n/a	17	s090.bmp
+183.4961818182	n/a	45874.0455	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+183.4961818182	n/a	45874.0455	right_press	n/a	n/a	51	n/a	4096	n/a
+185.1961818182	n/a	46299.0455	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+185.6652727273	n/a	46416.3182	show_face	famous_face	first_show	52	n/a	5	f020.bmp
+186.3670909091	n/a	46591.7727	right_press	n/a	n/a	52	n/a	4096	n/a
+186.6225454545	n/a	46655.6364	show_circle	n/a	n/a	52	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
new file mode 100644
index 0000000..23478a2
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-2_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.696181818200003	n/a	6424.0455	show_face_initial	scrambled_face	first_show	1	n/a	17	s096.bmp
+26.5616363636	n/a	6640.4091	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+28.2616363636	n/a	7065.4091	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.8870909091	n/a	7221.7727	show_face	famous_face	first_show	2	n/a	5	f148.bmp
+29.771636363600003	n/a	7442.9091	right_press	n/a	n/a	2	n/a	4096	n/a
+29.9052727273	n/a	7476.3182	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+31.6052727273	n/a	7901.3182	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+32.1943636364	n/a	8048.5909	show_face	famous_face	immediate_repeat	3	1	6	f148.bmp
+32.7898181818	n/a	8197.4545	right_press	n/a	n/a	3	n/a	4096	n/a
+33.0316363636	n/a	8257.9091	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.7316363636	n/a	8682.9091	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+35.1843636364	n/a	8796.0909	show_face	scrambled_face	first_show	4	n/a	17	s071.bmp
+36.0289090909	n/a	9007.2273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.1089090909	n/a	9027.2273	right_press	n/a	n/a	4	n/a	4096	n/a
+37.7289090909	n/a	9432.2273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+38.3589090909	n/a	9589.7273	show_face	scrambled_face	immediate_repeat	5	1	18	s071.bmp
+38.8270909091	n/a	9706.7727	right_press	n/a	n/a	5	n/a	4096	n/a
+39.3707272727	n/a	9842.6818	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+41.0707272727	n/a	10267.6818	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+41.6498181818	n/a	10412.4545	show_face	unfamiliar_face	first_show	6	n/a	13	u005.bmp
+42.5307272727	n/a	10632.6818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+44.2307272727	n/a	11057.6818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.723454545500005	n/a	11180.8636	show_face	famous_face	first_show	7	n/a	5	f119.bmp
+45.4770909091	n/a	11369.2727	right_press	n/a	n/a	7	n/a	4096	n/a
+45.608	n/a	11402.0	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+47.308	n/a	11827.0	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.7970909091	n/a	11949.2727	show_face	famous_face	first_show	8	n/a	5	f145.bmp
+48.390727272700005	n/a	12097.6818	right_press	n/a	n/a	8	n/a	4096	n/a
+48.778	n/a	12194.5	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+50.478	n/a	12619.5	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.9707272727	n/a	12742.6818	show_face	scrambled_face	delayed_repeat	9	8	19	s096.bmp
+51.9816363636	n/a	12995.4091	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+53.6816363636	n/a	13420.4091	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+54.2789090909	n/a	13569.7273	show_face	unfamiliar_face	first_show	10	n/a	13	u117.bmp
+55.0334545455	n/a	13758.3636	right_press	n/a	n/a	10	n/a	4096	n/a
+55.1334545455	n/a	13783.3636	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.8334545455	n/a	14208.3636	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+57.4025454545	n/a	14350.6364	show_face	unfamiliar_face	immediate_repeat	11	1	14	u117.bmp
+58.11981818180001	n/a	14529.9545	right_press	n/a	n/a	11	n/a	4096	n/a
+58.2443636364	n/a	14561.0909	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.944363636400006	n/a	14986.0909	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+60.5598181818	n/a	15139.9545	show_face	famous_face	first_show	12	n/a	5	f098.bmp
+61.478	n/a	15369.5	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+63.178	n/a	15794.5	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.7843636364	n/a	15946.0909	show_face	scrambled_face	first_show	13	n/a	17	s008.bmp
+64.4870909091	n/a	16121.7727	right_press	n/a	n/a	13	n/a	4096	n/a
+64.7952727273	n/a	16198.8182	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+66.49527272729999	n/a	16623.8182	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+67.04163636359999	n/a	16760.4091	show_face	scrambled_face	immediate_repeat	14	1	18	s008.bmp
+67.68072727270001	n/a	16920.1818	right_press	n/a	n/a	14	n/a	4096	n/a
+67.9061818182	n/a	16976.5455	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+69.6061818182	n/a	17401.5455	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+70.2489090909	n/a	17562.2273	show_face	unfamiliar_face	delayed_repeat	15	9	15	u005.bmp
+71.18163636359999	n/a	17795.4091	right_press	n/a	n/a	15	n/a	4096	n/a
+71.1889090909	n/a	17797.2273	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+72.8889090909	n/a	18222.2273	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+73.4398181818	n/a	18359.9545	show_face	famous_face	first_show	16	n/a	5	f139.bmp
+74.26163636359999	n/a	18565.4091	right_press	n/a	n/a	16	n/a	4096	n/a
+74.31890909090001	n/a	18579.7273	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+76.0189090909	n/a	19004.7273	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+76.6470909091	n/a	19161.7727	show_face	famous_face	immediate_repeat	17	1	6	f139.bmp
+77.30254545449999	n/a	19325.6364	right_press	n/a	n/a	17	n/a	4096	n/a
+77.5889090909	n/a	19397.2273	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+79.2889090909	n/a	19822.2273	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+79.87072727270001	n/a	19967.6818	show_face	famous_face	delayed_repeat	18	11	7	f119.bmp
+80.4789090909	n/a	20119.7273	right_press	n/a	n/a	18	n/a	4096	n/a
+80.72618181819999	n/a	20181.5455	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+82.42618181819999	n/a	20606.5455	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.9116363636	n/a	20727.9091	show_face	scrambled_face	first_show	19	n/a	17	s001.bmp
+83.4970909091	n/a	20874.2727	right_press	n/a	n/a	19	n/a	4096	n/a
+83.7943636364	n/a	20948.5909	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+85.49436363640001	n/a	21373.5909	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+86.0852727273	n/a	21521.3182	show_face	scrambled_face	immediate_repeat	20	1	18	s001.bmp
+86.9752727273	n/a	21743.8182	right_press	n/a	n/a	20	n/a	4096	n/a
+87.1025454545	n/a	21775.6364	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+88.8025454545	n/a	22200.6364	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+89.3098181818	n/a	22327.4545	show_face	famous_face	delayed_repeat	21	13	7	f145.bmp
+89.988	n/a	22497.0	right_press	n/a	n/a	21	n/a	4096	n/a
+90.2452727273	n/a	22561.3182	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.9452727273	n/a	22986.3182	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+92.4161818182	n/a	23104.0455	show_face	famous_face	first_show	22	n/a	5	f028.bmp
+93.0407272727	n/a	23260.1818	right_press	n/a	n/a	22	n/a	4096	n/a
+93.2761818182	n/a	23319.0455	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.9761818182	n/a	23744.0455	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+95.5234545455	n/a	23880.8636	show_face	unfamiliar_face	first_show	23	n/a	13	u095.bmp
+96.1661818182	n/a	24041.5455	right_press	n/a	n/a	23	n/a	4096	n/a
+96.5407272727	n/a	24135.1818	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+98.2407272727	n/a	24560.1818	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.698	n/a	24674.5	show_face	famous_face	delayed_repeat	24	12	7	f098.bmp
+99.5389090909	n/a	24884.7273	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+101.2389090909	n/a	25309.7273	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.7216363636	n/a	25430.4091	show_face	scrambled_face	first_show	25	n/a	17	s037.bmp
+102.6689090909	n/a	25667.2273	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+104.3689090909	n/a	26092.2273	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.9789090909	n/a	26244.7273	show_face	scrambled_face	immediate_repeat	26	1	18	s037.bmp
+105.9925454545	n/a	26498.1364	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+107.6925454545	n/a	26923.1364	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+108.3198181818	n/a	27079.9545	show_face	famous_face	first_show	27	n/a	5	f089.bmp
+109.1943636364	n/a	27298.5909	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.8943636364	n/a	27723.5909	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+111.4107272727	n/a	27852.6818	show_face	famous_face	immediate_repeat	28	1	6	f089.bmp
+112.4234545455	n/a	28105.8636	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+114.1234545455	n/a	28530.8636	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+114.668	n/a	28667.0	show_face	famous_face	first_show	29	n/a	5	f111.bmp
+115.5052727273	n/a	28876.3182	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+117.2052727273	n/a	29301.3182	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.6752727273	n/a	29418.8182	show_face	unfamiliar_face	first_show	30	n/a	13	u070.bmp
+118.5689090909	n/a	29642.2273	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+120.2689090909	n/a	30067.2273	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.8489090909	n/a	30212.2273	show_face	famous_face	delayed_repeat	31	9	7	f028.bmp
+121.488	n/a	30372.0	right_press	n/a	n/a	31	n/a	4096	n/a
+121.7470909091	n/a	30436.7727	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+123.4470909091	n/a	30861.7727	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.9898181818	n/a	30997.4545	show_face	famous_face	first_show	32	n/a	5	f124.bmp
+124.928	n/a	31232.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+126.628	n/a	31657.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+127.2634545455	n/a	31815.8636	show_face	unfamiliar_face	delayed_repeat	33	10	15	u095.bmp
+127.9789090909	n/a	31994.7273	right_press	n/a	n/a	33	n/a	4096	n/a
+128.2070909091	n/a	32051.7727	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+129.9070909091	n/a	32476.7727	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+130.55436363639998	n/a	32638.5909	show_face	unfamiliar_face	first_show	34	n/a	13	u048.bmp
+131.4325454545	n/a	32858.1364	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+131.43345454549998	n/a	32858.3636	right_press	n/a	n/a	34	n/a	4096	n/a
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+133.66254545450002	n/a	33415.6364	show_face	famous_face	first_show	35	n/a	5	f074.bmp
+134.5861818182	n/a	33646.5455	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+136.2861818182	n/a	34071.5455	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.9189090909	n/a	34229.7273	show_face	unfamiliar_face	first_show	36	n/a	13	u021.bmp
+137.7934545455	n/a	34448.3636	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+139.4934545455	n/a	34873.3636	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+140.1261818182	n/a	35031.5455	show_face	famous_face	delayed_repeat	37	8	7	f111.bmp
+141.0770909091	n/a	35269.2727	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+142.7770909091	n/a	35694.2727	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+143.4170909091	n/a	35854.2727	show_face	unfamiliar_face	first_show	38	n/a	13	u019.bmp
+144.2998181818	n/a	36074.9545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.9998181818	n/a	36499.9545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+146.54163636360002	n/a	36635.4091	show_face	unfamiliar_face	immediate_repeat	39	1	14	u019.bmp
+147.5252727273	n/a	36881.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+149.2252727273	n/a	37306.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.8489090909	n/a	37462.2273	show_face	unfamiliar_face	delayed_repeat	40	10	15	u070.bmp
+150.5007272727	n/a	37625.1818	right_press	n/a	n/a	40	n/a	4096	n/a
+150.7134545455	n/a	37678.3636	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+152.4134545455	n/a	38103.3636	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.8889090909	n/a	38222.2273	show_face	scrambled_face	first_show	41	n/a	17	s026.bmp
+153.8552727273	n/a	38463.8182	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+155.5552727273	n/a	38888.8182	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+156.17981818180002	n/a	39044.9545	show_face	scrambled_face	immediate_repeat	42	1	18	s026.bmp
+157.03345454549998	n/a	39258.3636	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+158.7334545455	n/a	39683.3636	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+159.2543636364	n/a	39813.5909	show_face	famous_face	delayed_repeat	43	11	7	f124.bmp
+160.11072727270002	n/a	40027.6818	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.8107272727	n/a	40452.6818	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+162.4616363636	n/a	40615.4091	show_face	scrambled_face	first_show	44	n/a	17	s086.bmp
+163.1352727273	n/a	40783.8182	right_press	n/a	n/a	44	n/a	4096	n/a
+163.428	n/a	40857.0	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+165.128	n/a	41282.0	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.6189090909	n/a	41404.7273	show_face	scrambled_face	immediate_repeat	45	1	18	s086.bmp
+166.3507272727	n/a	41587.6818	right_press	n/a	n/a	45	n/a	4096	n/a
+166.45527272729998	n/a	41613.8182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+168.1552727273	n/a	42038.8182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.6589090909	n/a	42164.7273	show_face	unfamiliar_face	delayed_repeat	46	12	15	u048.bmp
+169.6407272727	n/a	42410.1818	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.3407272727	n/a	42835.1818	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.9661818182	n/a	42991.5455	show_face	famous_face	first_show	47	n/a	5	f132.bmp
+172.91254545450002	n/a	43228.1364	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.6125454545	n/a	43653.1364	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+175.0734545455	n/a	43768.3636	show_face	famous_face	immediate_repeat	48	1	6	f132.bmp
+176.0470909091	n/a	44011.7727	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.7470909091	n/a	44436.7727	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+178.2307272727	n/a	44557.6818	show_face	famous_face	delayed_repeat	49	14	7	f074.bmp
+179.058	n/a	44764.5	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.758	n/a	45189.5	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.4216363636	n/a	45355.4091	show_face	famous_face	first_show	50	n/a	5	f010.bmp
+182.0661818182	n/a	45516.5455	right_press	n/a	n/a	50	n/a	4096	n/a
+182.378	n/a	45594.5	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+184.078	n/a	46019.5	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+184.7125454545	n/a	46178.1364	show_face	unfamiliar_face	delayed_repeat	51	15	15	u021.bmp
+185.7234545455	n/a	46430.8636	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+187.4234545455	n/a	46855.8636	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+188.0370909091	n/a	47009.2727	show_face	scrambled_face	first_show	52	n/a	17	s056.bmp
+188.8434545455	n/a	47210.8636	right_press	n/a	n/a	52	n/a	4096	n/a
+189.0534545455	n/a	47263.3636	show_circle	n/a	n/a	52	n/a	0	circle.bmp
+190.7534545455	n/a	47688.3636	show_cross	n/a	n/a	53	n/a	1	cross.bmp
+191.378	n/a	47844.5	show_face	scrambled_face	immediate_repeat	53	1	18	s056.bmp
+192.1116363636	n/a	48027.9091	right_press	n/a	n/a	53	n/a	4096	n/a
+192.278	n/a	48069.5	show_circle	n/a	n/a	53	n/a	0	circle.bmp
+193.978	n/a	48494.5	show_cross	n/a	n/a	54	n/a	1	cross.bmp
+194.6025454545	n/a	48650.6364	show_face	famous_face	first_show	54	n/a	5	f104.bmp
+195.2843636364	n/a	48821.0909	right_press	n/a	n/a	54	n/a	4096	n/a
+195.6134545455	n/a	48903.3636	show_circle	n/a	n/a	54	n/a	0	circle.bmp
+197.3134545455	n/a	49328.3636	show_cross	n/a	n/a	55	n/a	1	cross.bmp
+197.7761818182	n/a	49444.0455	show_face	scrambled_face	first_show	55	n/a	17	s068.bmp
+198.7707272727	n/a	49692.6818	show_circle	n/a	n/a	55	n/a	0	circle.bmp
+200.4707272727	n/a	50117.6818	show_cross	n/a	n/a	56	n/a	1	cross.bmp
+200.9998181818	n/a	50249.9545	show_face	famous_face	first_show	56	n/a	5	f036.bmp
+201.9352727273	n/a	50483.8182	show_circle	n/a	n/a	56	n/a	0	circle.bmp
+203.6352727273	n/a	50908.8182	show_cross	n/a	n/a	57	n/a	1	cross.bmp
+204.1743636364	n/a	51043.5909	show_face	famous_face	immediate_repeat	57	1	6	f036.bmp
+205.0898181818	n/a	51272.4545	show_circle	n/a	n/a	57	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
new file mode 100644
index 0000000..4a44d02
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-002/eeg/sub-002_task-FacePerception_run-3_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+24.5989090909	n/a	6149.7273	show_face_initial	unfamiliar_face	first_show	1	n/a	13	u097.bmp
+25.3198181818	n/a	6329.9545	right_press	n/a	n/a	1	n/a	4096	n/a
+25.4325454545	n/a	6358.1364	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+27.1325454545	n/a	6783.1364	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+27.6225454545	n/a	6905.6364	show_face	unfamiliar_face	immediate_repeat	2	1	14	u097.bmp
+28.1198181818	n/a	7029.9545	right_press	n/a	n/a	2	n/a	4096	n/a
+28.5952727273	n/a	7148.8182	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+30.2952727273	n/a	7573.8182	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+30.8798181818	n/a	7719.9545	show_face	famous_face	first_show	3	n/a	5	f103.bmp
+31.5625454545	n/a	7890.6364	right_press	n/a	n/a	3	n/a	4096	n/a
+31.8161818182	n/a	7954.0455	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+33.5161818182	n/a	8379.0455	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.0543636364	n/a	8513.5909	show_face	famous_face	immediate_repeat	4	1	6	f103.bmp
+34.6689090909	n/a	8667.2273	right_press	n/a	n/a	4	n/a	4096	n/a
+34.9870909091	n/a	8746.7727	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+36.6870909091	n/a	9171.7727	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.3116363636	n/a	9327.9091	show_face	unfamiliar_face	first_show	5	n/a	13	u112.bmp
+38.2052727273	n/a	9551.3182	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+39.9052727273	n/a	9976.3182	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.3689090909	n/a	10092.2273	show_face	famous_face	first_show	6	n/a	5	f130.bmp
+40.9825454545	n/a	10245.6364	right_press	n/a	n/a	6	n/a	4096	n/a
+41.3807272727	n/a	10345.1818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.0807272727	n/a	10770.1818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+43.5589090909	n/a	10889.7273	show_face	famous_face	first_show	7	n/a	5	f004.bmp
+44.558	n/a	11139.5	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.258	n/a	11564.5	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+46.8670909091	n/a	11716.7727	show_face	famous_face	immediate_repeat	8	1	6	f004.bmp
+47.780727272700005	n/a	11945.1818	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.4807272727	n/a	12370.1818	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+49.9570909091	n/a	12489.2727	show_face	unfamiliar_face	first_show	9	n/a	13	u111.bmp
+50.5534545455	n/a	12638.3636	right_press	n/a	n/a	9	n/a	4096	n/a
+50.9643636364	n/a	12741.0909	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+52.664363636400005	n/a	13166.0909	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.2652727273	n/a	13316.3182	show_face	unfamiliar_face	immediate_repeat	10	1	14	u111.bmp
+53.8561818182	n/a	13464.0455	right_press	n/a	n/a	10	n/a	4096	n/a
+54.2161818182	n/a	13554.0455	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+55.9161818182	n/a	13979.0455	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.5225454545	n/a	14130.6364	show_face	famous_face	first_show	11	n/a	5	f025.bmp
+57.48527272729999	n/a	14371.3182	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.1852727273	n/a	14796.3182	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.8298181818	n/a	14957.4545	show_face	scrambled_face	first_show	12	n/a	17	s111.bmp
+60.71163636359999	n/a	15177.9091	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.4116363636	n/a	15602.9091	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.0043636364	n/a	15751.0909	show_face	scrambled_face	immediate_repeat	13	1	18	s111.bmp
+63.9534545455	n/a	15988.3636	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.6534545455	n/a	16413.3636	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.2116363636	n/a	16552.9091	show_face	unfamiliar_face	delayed_repeat	14	9	15	u112.bmp
+67.1134545455	n/a	16778.3636	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+68.81345454550001	n/a	17203.3636	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.2852727273	n/a	17321.3182	show_face	scrambled_face	first_show	15	n/a	17	s112.bmp
+70.2516363636	n/a	17562.9091	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.9516363636	n/a	17987.9091	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.5425454545	n/a	18135.6364	show_face	famous_face	delayed_repeat	16	10	7	f130.bmp
+73.0834545455	n/a	18270.8636	right_press	n/a	n/a	16	n/a	4096	n/a
+73.45345454550001	n/a	18363.3636	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+75.1534545455	n/a	18788.3636	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+75.74981818180001	n/a	18937.4545	show_face	scrambled_face	first_show	17	n/a	17	s115.bmp
+76.7543636364	n/a	19188.5909	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+76.8561818182	n/a	19214.0455	right_press	n/a	n/a	17	n/a	4096	n/a
+78.4543636364	n/a	19613.5909	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.9407272727	n/a	19735.1818	show_face	unfamiliar_face	first_show	18	n/a	13	u123.bmp
+79.82527272729999	n/a	19956.3182	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.52527272729999	n/a	20381.3182	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.0316363636	n/a	20507.9091	show_face	scrambled_face	first_show	19	n/a	17	s005.bmp
+82.708	n/a	20677.0	right_press	n/a	n/a	19	n/a	4096	n/a
+82.9961818182	n/a	20749.0455	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+84.6961818182	n/a	21174.0455	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.1716363636	n/a	21292.9091	show_face	scrambled_face	immediate_repeat	20	1	18	s005.bmp
+85.7807272727	n/a	21445.1818	right_press	n/a	n/a	20	n/a	4096	n/a
+86.09890909090001	n/a	21524.7273	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+87.7989090909	n/a	21949.7273	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+88.2952727273	n/a	22073.8182	show_face	famous_face	delayed_repeat	21	10	7	f025.bmp
+89.1589090909	n/a	22289.7273	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+90.8589090909	n/a	22714.7273	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+91.5034545455	n/a	22875.8636	show_face	unfamiliar_face	first_show	22	n/a	13	u045.bmp
+92.3852727273	n/a	23096.3182	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.0852727273	n/a	23521.3182	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+94.6270909091	n/a	23656.7727	show_face	unfamiliar_face	immediate_repeat	23	1	14	u045.bmp
+95.5707272727	n/a	23892.6818	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.2707272727	n/a	24317.6818	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+97.818	n/a	24454.5	show_face	famous_face	first_show	24	n/a	5	f059.bmp
+98.5089090909	n/a	24627.2273	right_press	n/a	n/a	24	n/a	4096	n/a
+98.7143636364	n/a	24678.5909	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.4143636364	n/a	25103.5909	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+100.9416363636	n/a	25235.4091	show_face	famous_face	immediate_repeat	25	1	6	f059.bmp
+101.5970909091	n/a	25399.2727	right_press	n/a	n/a	25	n/a	4096	n/a
+101.9198181818	n/a	25479.9545	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+103.6198181818	n/a	25904.9545	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.2325454545	n/a	26058.1364	show_face	scrambled_face	delayed_repeat	26	11	19	s112.bmp
+104.8325454545	n/a	26208.1364	right_press	n/a	n/a	26	n/a	4096	n/a
+105.168	n/a	26292.0	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.868	n/a	26717.0	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.4734545455	n/a	26868.3636	show_face	famous_face	first_show	27	n/a	5	f041.bmp
+108.1889090909	n/a	27047.2273	right_press	n/a	n/a	27	n/a	4096	n/a
+108.4498181818	n/a	27112.4545	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.1498181818	n/a	27537.4545	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+110.5970909091	n/a	27649.2727	show_face	scrambled_face	delayed_repeat	28	11	19	s115.bmp
+111.2870909091	n/a	27821.7727	right_press	n/a	n/a	28	n/a	4096	n/a
+111.4352727273	n/a	27858.8182	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.1352727273	n/a	28283.8182	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+113.738	n/a	28434.5	show_face	scrambled_face	first_show	29	n/a	17	s139.bmp
+114.4461818182	n/a	28611.5455	right_press	n/a	n/a	29	n/a	4096	n/a
+114.7461818182	n/a	28686.5455	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+116.4461818182	n/a	29111.5455	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.0952727273	n/a	29273.8182	show_face	scrambled_face	immediate_repeat	30	1	18	s139.bmp
+118.0598181818	n/a	29514.9545	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+119.7598181818	n/a	29939.9545	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.2698181818	n/a	30067.4545	show_face	unfamiliar_face	delayed_repeat	31	13	15	u123.bmp
+121.1243636364	n/a	30281.0909	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+122.8243636364	n/a	30706.0909	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.3761818182	n/a	30844.0455	show_face	scrambled_face	first_show	32	n/a	17	s076.bmp
+124.1452727273	n/a	31036.3182	right_press	n/a	n/a	32	n/a	4096	n/a
+124.258	n/a	31064.5	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+125.958	n/a	31489.5	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+126.5334545455	n/a	31633.3636	show_face	famous_face	first_show	33	n/a	5	f081.bmp
+127.4098181818	n/a	31852.4545	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+127.4189090909	n/a	31854.7273	right_press	n/a	n/a	33	n/a	4096	n/a
+129.1098181818	n/a	32277.4545	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+129.6907272727	n/a	32422.6818	show_face	famous_face	immediate_repeat	34	1	6	f081.bmp
+130.18345454549998	n/a	32545.8636	right_press	n/a	n/a	34	n/a	4096	n/a
+130.55436363639998	n/a	32638.5909	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.2543636364	n/a	33063.5909	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+132.73163636360002	n/a	33182.9091	show_face	famous_face	first_show	35	n/a	5	f141.bmp
+133.48163636360002	n/a	33370.4091	right_press	n/a	n/a	35	n/a	4096	n/a
+133.6643636364	n/a	33416.0909	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+135.3643636364	n/a	33841.0909	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.0052727273	n/a	34001.3182	show_face	scrambled_face	first_show	36	n/a	17	s137.bmp
+136.91254545450002	n/a	34228.1364	right_press	n/a	n/a	36	n/a	4096	n/a
+136.9370909091	n/a	34234.2727	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+138.6370909091	n/a	34659.2727	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.1125454545	n/a	34778.1364	show_face	famous_face	delayed_repeat	37	10	7	f041.bmp
+139.8934545455	n/a	34973.3636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.0870909091	n/a	35021.7727	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+141.7870909091	n/a	35446.7727	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+142.4534545455	n/a	35613.3636	show_face	unfamiliar_face	first_show	38	n/a	13	u120.bmp
+143.4307272727	n/a	35857.6818	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.1307272727	n/a	36282.6818	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+145.74436363639998	n/a	36436.0909	show_face	unfamiliar_face	first_show	39	n/a	13	u002.bmp
+146.7252727273	n/a	36681.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.42527272729998	n/a	37106.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.0352727273	n/a	37258.8182	show_face	scrambled_face	delayed_repeat	40	8	19	s076.bmp
+149.8570909091	n/a	37464.2727	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+151.5570909091	n/a	37889.2727	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.1261818182	n/a	38031.5455	show_face	famous_face	first_show	41	n/a	5	f121.bmp
+153.0743636364	n/a	38268.5909	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+154.77436363639998	n/a	38693.5909	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.4007272727	n/a	38850.1818	show_face	famous_face	immediate_repeat	42	1	6	f121.bmp
+156.3989090909	n/a	39099.7273	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+158.0989090909	n/a	39524.7273	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.7416363636	n/a	39685.4091	show_face	unfamiliar_face	first_show	43	n/a	13	u018.bmp
+159.648	n/a	39912.0	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+159.7498181818	n/a	39937.4545	right_press	n/a	n/a	43	n/a	4096	n/a
+161.348	n/a	40337.0	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+161.9661818182	n/a	40491.5455	show_face	famous_face	delayed_repeat	44	9	7	f141.bmp
+162.8325454545	n/a	40708.1364	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+162.8370909091	n/a	40709.2727	right_press	n/a	n/a	44	n/a	4096	n/a
+164.5325454545	n/a	41133.1364	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.1725454545	n/a	41293.1364	show_face	unfamiliar_face	first_show	45	n/a	13	u014.bmp
+166.1261818182	n/a	41531.5455	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+167.82618181819998	n/a	41956.5455	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.448	n/a	42112.0	show_face	unfamiliar_face	immediate_repeat	46	1	14	u014.bmp
+169.3125454545	n/a	42328.1364	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.0125454545	n/a	42753.1364	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.5216363636	n/a	42880.4091	show_face	scrambled_face	delayed_repeat	47	11	19	s137.bmp
+172.218	n/a	43054.5	right_press	n/a	n/a	47	n/a	4096	n/a
+172.5052727273	n/a	43126.3182	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.20527272729998	n/a	43551.3182	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+174.728	n/a	43682.0	show_face	unfamiliar_face	first_show	48	n/a	13	u023.bmp
+175.5625454545	n/a	43890.6364	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.2625454545	n/a	44315.6364	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+177.8016363636	n/a	44450.4091	show_face	unfamiliar_face	delayed_repeat	49	11	15	u120.bmp
+178.7734545455	n/a	44693.3636	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.4734545455	n/a	45118.3636	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.0761818182	n/a	45269.0455	show_face	unfamiliar_face	first_show	50	n/a	13	u041.bmp
+181.7389090909	n/a	45434.7273	right_press	n/a	n/a	50	n/a	4096	n/a
+182.0270909091	n/a	45506.7727	show_circle	n/a	n/a	50	n/a	0	circle.bmp
+183.7270909091	n/a	45931.7727	show_cross	n/a	n/a	51	n/a	1	cross.bmp
+184.1834545455	n/a	46045.8636	show_face	unfamiliar_face	delayed_repeat	51	12	15	u002.bmp
+185.1525454545	n/a	46288.1364	show_circle	n/a	n/a	51	n/a	0	circle.bmp
+186.8525454545	n/a	46713.1364	show_cross	n/a	n/a	52	n/a	1	cross.bmp
+187.458	n/a	46864.5	show_face	scrambled_face	first_show	52	n/a	17	s125.bmp
+188.3852727273	n/a	47096.3182	show_circle	n/a	n/a	52	n/a	0	circle.bmp
+190.0852727273	n/a	47521.3182	show_cross	n/a	n/a	53	n/a	1	cross.bmp
+190.6652727273	n/a	47666.3182	show_face	scrambled_face	immediate_repeat	53	1	18	s125.bmp
+191.6407272727	n/a	47910.1818	show_circle	n/a	n/a	53	n/a	0	circle.bmp
+193.3407272727	n/a	48335.1818	show_cross	n/a	n/a	54	n/a	1	cross.bmp
+193.9225454545	n/a	48480.6364	show_face	famous_face	first_show	54	n/a	5	f146.bmp
+194.8325454545	n/a	48708.1364	show_circle	n/a	n/a	54	n/a	0	circle.bmp
+196.5325454545	n/a	49133.1364	show_cross	n/a	n/a	55	n/a	1	cross.bmp
+197.0125454545	n/a	49253.1364	show_face	unfamiliar_face	delayed_repeat	55	12	15	u018.bmp
+197.958	n/a	49489.5	show_circle	n/a	n/a	55	n/a	0	circle.bmp
+199.658	n/a	49914.5	show_cross	n/a	n/a	56	n/a	1	cross.bmp
+200.3034545455	n/a	50075.8636	show_face	famous_face	first_show	56	n/a	5	f058.bmp
+201.1316363636	n/a	50282.9091	right_press	n/a	n/a	56	n/a	4096	n/a
+201.1870909091	n/a	50296.7727	show_circle	n/a	n/a	56	n/a	0	circle.bmp
+202.8870909091	n/a	50721.7727	show_cross	n/a	n/a	57	n/a	1	cross.bmp
+203.4607272727	n/a	50865.1818	show_face	famous_face	immediate_repeat	57	1	6	f058.bmp
+204.1461818182	n/a	51036.5455	right_press	n/a	n/a	57	n/a	4096	n/a
+204.4789090909	n/a	51119.7273	show_circle	n/a	n/a	57	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
new file mode 100644
index 0000000..8ed95eb
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-1_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.1161818182	n/a	6279.0455	show_face_initial	famous_face	first_show	1	n/a	5	f074.bmp
+25.9789090909	n/a	6494.7273	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+26.0261818182	n/a	6506.5455	left_press	n/a	n/a	1	n/a	256	n/a
+27.678909090900003	n/a	6919.7273	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.1734545455	n/a	7043.3636	show_face	unfamiliar_face	first_show	2	n/a	13	u011.bmp
+29.0598181818	n/a	7264.9545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+29.1116363636	n/a	7277.9091	left_press	n/a	n/a	2	n/a	256	n/a
+30.7598181818	n/a	7689.9545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+31.3307272727	n/a	7832.6818	show_face	scrambled_face	first_show	3	n/a	17	s036.bmp
+32.2798181818	n/a	8069.9545	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+32.2952727273	n/a	8073.8182	left_press	n/a	n/a	3	n/a	256	n/a
+33.9798181818	n/a	8494.9545	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.438	n/a	8609.5	show_face	famous_face	first_show	4	n/a	5	f112.bmp
+35.0207272727	n/a	8755.1818	right_press	n/a	n/a	4	n/a	4096	n/a
+35.4343636364	n/a	8858.5909	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+37.1343636364	n/a	9283.5909	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.7789090909	n/a	9444.7273	show_face	famous_face	immediate_repeat	5	1	6	f112.bmp
+38.3270909091	n/a	9581.7727	right_press	n/a	n/a	5	n/a	4096	n/a
+38.6825454545	n/a	9670.6364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+40.3825454545	n/a	10095.6364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.9698181818	n/a	10242.4545	show_face	unfamiliar_face	first_show	6	n/a	13	u066.bmp
+41.5543636364	n/a	10388.5909	left_press	n/a	n/a	6	n/a	256	n/a
+41.9298181818	n/a	10482.4545	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.629818181800005	n/a	10907.4545	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.2770909091	n/a	11069.2727	show_face	unfamiliar_face	immediate_repeat	7	1	14	u066.bmp
+44.7452727273	n/a	11186.3182	left_press	n/a	n/a	7	n/a	256	n/a
+45.1461818182	n/a	11286.5455	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.8461818182	n/a	11711.5455	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.350727272700006	n/a	11837.6818	show_face	unfamiliar_face	first_show	8	n/a	13	u113.bmp
+47.9570909091	n/a	11989.2727	right_press	n/a	n/a	8	n/a	4096	n/a
+48.2598181818	n/a	12064.9545	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.9598181818	n/a	12489.9545	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.508	n/a	12627.0	show_face	unfamiliar_face	immediate_repeat	9	1	14	u113.bmp
+51.2570909091	n/a	12814.2727	right_press	n/a	n/a	9	n/a	4096	n/a
+51.409818181800006	n/a	12852.4545	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+53.1098181818	n/a	13277.4545	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.5825454545	n/a	13395.6364	show_face	famous_face	delayed_repeat	10	9	7	f074.bmp
+54.269818181800005	n/a	13567.4545	left_press	n/a	n/a	10	n/a	256	n/a
+54.484363636400005	n/a	13621.0909	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.1843636364	n/a	14046.0909	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.6561818182	n/a	14164.0455	show_face	scrambled_face	first_show	11	n/a	17	s100.bmp
+57.5234545455	n/a	14380.8636	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+57.6107272727	n/a	14402.6818	right_press	n/a	n/a	11	n/a	4096	n/a
+59.223454545500005	n/a	14805.8636	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.7798181818	n/a	14944.9545	show_face	scrambled_face	immediate_repeat	12	1	18	s100.bmp
+60.3152727273	n/a	15078.8182	right_press	n/a	n/a	12	n/a	4096	n/a
+60.6907272727	n/a	15172.6818	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.390727272700005	n/a	15597.6818	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+62.9370909091	n/a	15734.2727	show_face	unfamiliar_face	delayed_repeat	13	11	15	u011.bmp
+63.6552727273	n/a	15913.8182	left_press	n/a	n/a	13	n/a	256	n/a
+63.8470909091	n/a	15961.7727	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.54709090909999	n/a	16386.7727	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.1607272727	n/a	16540.1818	show_face	unfamiliar_face	first_show	14	n/a	13	u069.bmp
+67.07436363640001	n/a	16768.5909	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+67.228	n/a	16807.0	right_press	n/a	n/a	14	n/a	4096	n/a
+68.7743636364	n/a	17193.5909	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.3689090909	n/a	17342.2273	show_face	unfamiliar_face	immediate_repeat	15	1	14	u069.bmp
+69.9052727273	n/a	17476.3182	right_press	n/a	n/a	15	n/a	4096	n/a
+70.1970909091	n/a	17549.2727	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+71.8970909091	n/a	17974.2727	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.3925454545	n/a	18098.1364	show_face	scrambled_face	delayed_repeat	16	13	19	s036.bmp
+73.2898181818	n/a	18322.4545	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+73.46436363640001	n/a	18366.0909	right_press	n/a	n/a	16	n/a	4096	n/a
+74.9898181818	n/a	18747.4545	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+75.6325454545	n/a	18908.1364	show_face	famous_face	first_show	17	n/a	5	f039.bmp
+76.368	n/a	19092.0	right_press	n/a	n/a	17	n/a	4096	n/a
+76.63436363640001	n/a	19158.5909	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+78.3343636364	n/a	19583.5909	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+78.9570909091	n/a	19739.2727	show_face	famous_face	first_show	18	n/a	5	f020.bmp
+79.6643636364	n/a	19916.0909	right_press	n/a	n/a	18	n/a	4096	n/a
+79.8807272727	n/a	19970.1818	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.5807272727	n/a	20395.1818	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.1643636364	n/a	20541.0909	show_face	famous_face	first_show	19	n/a	5	f101.bmp
+82.7389090909	n/a	20684.7273	right_press	n/a	n/a	19	n/a	4096	n/a
+83.07527272729999	n/a	20768.8182	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+84.77527272729999	n/a	21193.8182	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.3725454545	n/a	21343.1364	show_face	scrambled_face	first_show	20	n/a	17	s058.bmp
+86.0489090909	n/a	21512.2273	left_press	n/a	n/a	20	n/a	256	n/a
+86.2352727273	n/a	21558.8182	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+87.93527272729999	n/a	21983.8182	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+88.4625454545	n/a	22115.6364	show_face	scrambled_face	immediate_repeat	21	1	18	s058.bmp
+89.01254545450001	n/a	22253.1364	left_press	n/a	n/a	21	n/a	256	n/a
+89.478	n/a	22369.5	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.178	n/a	22794.5	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+91.8370909091	n/a	22959.2727	show_face	unfamiliar_face	first_show	22	n/a	13	u061.bmp
+92.4243636364	n/a	23106.0909	right_press	n/a	n/a	22	n/a	4096	n/a
+92.7425454545	n/a	23185.6364	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.4425454545	n/a	23610.6364	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+94.9270909091	n/a	23731.7727	show_face	unfamiliar_face	immediate_repeat	23	1	14	u061.bmp
+95.5016363636	n/a	23875.4091	right_press	n/a	n/a	23	n/a	4096	n/a
+95.8570909091	n/a	23964.2727	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.5570909091	n/a	24389.2727	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.118	n/a	24529.5	show_face	famous_face	first_show	24	n/a	5	f105.bmp
+98.668	n/a	24667.0	right_press	n/a	n/a	24	n/a	4096	n/a
+99.0398181818	n/a	24759.9545	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.7398181818	n/a	25184.9545	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.3589090909	n/a	25339.7273	show_face	famous_face	delayed_repeat	25	8	7	f039.bmp
+102.0052727273	n/a	25501.3182	right_press	n/a	n/a	25	n/a	4096	n/a
+102.2907272727	n/a	25572.6818	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+103.9907272727	n/a	25997.6818	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.4661818182	n/a	26116.5455	show_face	famous_face	first_show	26	n/a	5	f138.bmp
+105.178	n/a	26294.5	right_press	n/a	n/a	26	n/a	4096	n/a
+105.2889090909	n/a	26322.2273	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+106.9889090909	n/a	26747.2273	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.5070909091	n/a	26876.7727	show_face	famous_face	delayed_repeat	27	9	7	f020.bmp
+108.3252727273	n/a	27081.3182	right_press	n/a	n/a	27	n/a	4096	n/a
+108.4352727273	n/a	27108.8182	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.1352727273	n/a	27533.8182	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+110.7970909091	n/a	27699.2727	show_face	famous_face	first_show	28	n/a	5	f064.bmp
+111.4734545455	n/a	27868.3636	right_press	n/a	n/a	28	n/a	4096	n/a
+111.6761818182	n/a	27919.0455	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.3761818182	n/a	28344.0455	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+113.8543636364	n/a	28463.5909	show_face	famous_face	immediate_repeat	29	1	6	f064.bmp
+114.4052727273	n/a	28601.3182	right_press	n/a	n/a	29	n/a	4096	n/a
+114.6734545455	n/a	28668.3636	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+116.3734545455	n/a	29093.3636	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+116.9289090909	n/a	29232.2273	show_face	famous_face	delayed_repeat	30	11	7	f101.bmp
+117.5816363636	n/a	29395.4091	right_press	n/a	n/a	30	n/a	4096	n/a
+117.8807272727	n/a	29470.1818	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+119.5807272727	n/a	29895.1818	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.1025454545	n/a	30025.6364	show_face	unfamiliar_face	first_show	31	n/a	13	u127.bmp
+120.6807272727	n/a	30170.1818	left_press	n/a	n/a	31	n/a	256	n/a
+120.9898181818	n/a	30247.4545	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+122.6898181818	n/a	30672.4545	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.2425454545	n/a	30810.6364	show_face	scrambled_face	first_show	32	n/a	17	s103.bmp
+124.128	n/a	31032.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+124.2616363636	n/a	31065.4091	left_press	n/a	n/a	32	n/a	256	n/a
+125.828	n/a	31457.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+126.3661818182	n/a	31591.5455	show_face	unfamiliar_face	first_show	33	n/a	13	u143.bmp
+126.9743636364	n/a	31743.5909	left_press	n/a	n/a	33	n/a	256	n/a
+127.2743636364	n/a	31818.5909	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+128.9743636364	n/a	32243.5909	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+129.5407272727	n/a	32385.1818	show_face	famous_face	delayed_repeat	34	10	7	f105.bmp
+130.1416363636	n/a	32535.4091	right_press	n/a	n/a	34	n/a	4096	n/a
+130.4925454545	n/a	32623.1364	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.19254545450002	n/a	33048.1364	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+132.7643636364	n/a	33191.0909	show_face	famous_face	first_show	35	n/a	5	f119.bmp
+133.3534545455	n/a	33338.3636	left_press	n/a	n/a	35	n/a	256	n/a
+133.608	n/a	33402.0	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+135.308	n/a	33827.0	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+135.9052727273	n/a	33976.3182	show_face	famous_face	immediate_repeat	36	1	6	f119.bmp
+136.4534545455	n/a	34113.3636	left_press	n/a	n/a	36	n/a	256	n/a
+136.92163636360002	n/a	34230.4091	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+138.6216363636	n/a	34655.4091	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.2461818182	n/a	34811.5455	show_face	famous_face	delayed_repeat	37	11	7	f138.bmp
+139.83072727270002	n/a	34957.6818	right_press	n/a	n/a	37	n/a	4096	n/a
+140.20981818180002	n/a	35052.4545	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+141.9098181818	n/a	35477.4545	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+142.55436363639998	n/a	35638.5909	show_face	unfamiliar_face	first_show	38	n/a	13	u074.bmp
+143.0743636364	n/a	35768.5909	left_press	n/a	n/a	38	n/a	256	n/a
+143.448	n/a	35862.0	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.148	n/a	36287.0	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+145.74436363639998	n/a	36436.0909	show_face	unfamiliar_face	immediate_repeat	39	1	14	u074.bmp
+146.23163636360002	n/a	36557.9091	left_press	n/a	n/a	39	n/a	256	n/a
+146.7252727273	n/a	36681.3182	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.42527272729998	n/a	37106.3182	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.0689090909	n/a	37267.2273	show_face	unfamiliar_face	first_show	40	n/a	13	u134.bmp
+149.7352727273	n/a	37433.8182	left_press	n/a	n/a	40	n/a	256	n/a
+149.9625454545	n/a	37490.6364	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+151.66254545450002	n/a	37915.6364	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.1261818182	n/a	38031.5455	show_face	unfamiliar_face	delayed_repeat	41	10	15	u127.bmp
+152.6370909091	n/a	38159.2727	right_press	n/a	n/a	41	n/a	4096	n/a
+153.0498181818	n/a	38262.4545	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+154.7498181818	n/a	38687.4545	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.3834545455	n/a	38845.8636	show_face	scrambled_face	first_show	42	n/a	17	s150.bmp
+156.3143636364	n/a	39078.5909	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+156.5061818182	n/a	39126.5455	right_press	n/a	n/a	42	n/a	4096	n/a
+158.0143636364	n/a	39503.5909	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.5752727273	n/a	39643.8182	show_face	scrambled_face	delayed_repeat	43	11	19	s103.bmp
+159.4952727273	n/a	39873.8182	right_press	n/a	n/a	43	n/a	4096	n/a
+159.4961818182	n/a	39874.0455	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.1961818182	n/a	40299.0455	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+161.8152727273	n/a	40453.8182	show_face	unfamiliar_face	first_show	44	n/a	13	u077.bmp
+162.388	n/a	40597.0	left_press	n/a	n/a	44	n/a	256	n/a
+162.6416363636	n/a	40660.4091	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+164.3416363636	n/a	41085.4091	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+164.8552727273	n/a	41213.8182	show_face	unfamiliar_face	immediate_repeat	45	1	14	u077.bmp
+165.4570909091	n/a	41364.2727	left_press	n/a	n/a	45	n/a	256	n/a
+165.8652727273	n/a	41466.3182	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+167.5652727273	n/a	41891.3182	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.1298181818	n/a	42032.4545	show_face	unfamiliar_face	delayed_repeat	46	13	15	u143.bmp
+168.7543636364	n/a	42188.5909	left_press	n/a	n/a	46	n/a	256	n/a
+168.9934545455	n/a	42248.3636	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+170.6934545455	n/a	42673.3636	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.3370909091	n/a	42834.2727	show_face	scrambled_face	first_show	47	n/a	17	s026.bmp
+172.1070909091	n/a	43026.7727	right_press	n/a	n/a	47	n/a	4096	n/a
+172.3189090909	n/a	43079.7273	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.0189090909	n/a	43504.7273	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+174.528	n/a	43632.0	show_face	scrambled_face	immediate_repeat	48	1	18	s026.bmp
+175.1616363636	n/a	43790.4091	right_press	n/a	n/a	48	n/a	4096	n/a
+175.3970909091	n/a	43849.2727	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.0970909091	n/a	44274.2727	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+177.6016363636	n/a	44400.4091	show_face	famous_face	first_show	49	n/a	5	f036.bmp
+178.2043636364	n/a	44551.0909	left_press	n/a	n/a	49	n/a	256	n/a
+178.54163636360002	n/a	44635.4091	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.2416363636	n/a	45060.4091	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+180.7089090909	n/a	45177.2273	show_face	famous_face	immediate_repeat	50	1	6	f036.bmp
+181.2907272727	n/a	45322.6818	left_press	n/a	n/a	50	n/a	256	n/a
+181.7089090909	n/a	45427.2273	show_circle	n/a	n/a	50	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
new file mode 100644
index 0000000..6979cec
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-2_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+25.0143636364	n/a	6253.5909	show_face_initial	famous_face	first_show	1	n/a	5	f108.bmp
+25.8598181818	n/a	6464.9545	right_press	n/a	n/a	1	n/a	4096	n/a
+25.9516363636	n/a	6487.9091	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+27.6516363636	n/a	6912.9091	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+28.2552727273	n/a	7063.8182	show_face	scrambled_face	first_show	2	n/a	17	s141.bmp
+28.9170909091	n/a	7229.2727	left_press	n/a	n/a	2	n/a	256	n/a
+29.2725454545	n/a	7318.1364	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+30.9725454545	n/a	7743.1364	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+31.4452727273	n/a	7861.3182	show_face	scrambled_face	immediate_repeat	3	1	18	s141.bmp
+32.1234545455	n/a	8030.8636	left_press	n/a	n/a	3	n/a	256	n/a
+32.3816363636	n/a	8095.4091	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.081636363600005	n/a	8520.4091	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+34.569818181799995	n/a	8642.4545	show_face	unfamiliar_face	first_show	4	n/a	13	u132.bmp
+35.3943636364	n/a	8848.5909	right_press	n/a	n/a	4	n/a	4096	n/a
+35.4189090909	n/a	8854.7273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+37.1189090909	n/a	9279.7273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+37.7434545455	n/a	9435.8636	show_face	unfamiliar_face	immediate_repeat	5	1	14	u132.bmp
+38.1970909091	n/a	9549.2727	right_press	n/a	n/a	5	n/a	4096	n/a
+38.5725454545	n/a	9643.1364	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+40.2725454545	n/a	10068.1364	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+40.7834545455	n/a	10195.8636	show_face	scrambled_face	first_show	6	n/a	17	s033.bmp
+41.6189090909	n/a	10404.7273	right_press	n/a	n/a	6	n/a	4096	n/a
+41.758909090900005	n/a	10439.7273	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+43.4589090909	n/a	10864.7273	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+44.0743636364	n/a	11018.5909	show_face	scrambled_face	immediate_repeat	7	1	18	s033.bmp
+44.5670909091	n/a	11141.7727	right_press	n/a	n/a	7	n/a	4096	n/a
+45.0161818182	n/a	11254.0455	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+46.7161818182	n/a	11679.0455	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+47.2489090909	n/a	11812.2273	show_face	scrambled_face	first_show	8	n/a	17	s062.bmp
+47.8234545455	n/a	11955.8636	left_press	n/a	n/a	8	n/a	256	n/a
+48.2470909091	n/a	12061.7727	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+49.9470909091	n/a	12486.7727	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+50.438909090900005	n/a	12609.7273	show_face	famous_face	first_show	9	n/a	5	f102.bmp
+51.1325454545	n/a	12783.1364	right_press	n/a	n/a	9	n/a	4096	n/a
+51.2798181818	n/a	12819.9545	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+52.979818181800006	n/a	13244.9545	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+53.5298181818	n/a	13382.4545	show_face	famous_face	immediate_repeat	10	1	6	f102.bmp
+54.0234545455	n/a	13505.8636	right_press	n/a	n/a	10	n/a	4096	n/a
+54.3998181818	n/a	13599.9545	show_circle	n/a	n/a	10	n/a	0	circle.bmp
+56.0998181818	n/a	14024.9545	show_cross	n/a	n/a	11	n/a	1	cross.bmp
+56.6034545455	n/a	14150.8636	show_face	famous_face	delayed_repeat	11	10	7	f108.bmp
+57.2434545455	n/a	14310.8636	right_press	n/a	n/a	11	n/a	4096	n/a
+57.444363636400006	n/a	14361.0909	show_circle	n/a	n/a	11	n/a	0	circle.bmp
+59.1443636364	n/a	14786.0909	show_cross	n/a	n/a	12	n/a	1	cross.bmp
+59.7789090909	n/a	14944.7273	show_face	unfamiliar_face	first_show	12	n/a	13	u106.bmp
+60.4034545455	n/a	15100.8636	right_press	n/a	n/a	12	n/a	4096	n/a
+60.7607272727	n/a	15190.1818	show_circle	n/a	n/a	12	n/a	0	circle.bmp
+62.460727272700005	n/a	15615.1818	show_cross	n/a	n/a	13	n/a	1	cross.bmp
+63.1189090909	n/a	15779.7273	show_face	scrambled_face	first_show	13	n/a	17	s017.bmp
+63.9698181818	n/a	15992.4545	left_press	n/a	n/a	13	n/a	256	n/a
+64.0725454545	n/a	16018.1364	show_circle	n/a	n/a	13	n/a	0	circle.bmp
+65.7725454545	n/a	16443.1364	show_cross	n/a	n/a	14	n/a	1	cross.bmp
+66.3589090909	n/a	16589.7273	show_face	unfamiliar_face	first_show	14	n/a	13	u024.bmp
+67.218	n/a	16804.5	left_press	n/a	n/a	14	n/a	256	n/a
+67.22618181819999	n/a	16806.5455	show_circle	n/a	n/a	14	n/a	0	circle.bmp
+68.92618181819999	n/a	17231.5455	show_cross	n/a	n/a	15	n/a	1	cross.bmp
+69.5670909091	n/a	17391.7727	show_face	famous_face	first_show	15	n/a	5	f051.bmp
+70.1725454545	n/a	17543.1364	right_press	n/a	n/a	15	n/a	4096	n/a
+70.5616363636	n/a	17640.4091	show_circle	n/a	n/a	15	n/a	0	circle.bmp
+72.26163636359999	n/a	18065.4091	show_cross	n/a	n/a	16	n/a	1	cross.bmp
+72.908	n/a	18227.0	show_face	scrambled_face	delayed_repeat	16	8	19	s062.bmp
+73.7225454545	n/a	18430.6364	left_press	n/a	n/a	16	n/a	256	n/a
+73.82163636359999	n/a	18455.4091	show_circle	n/a	n/a	16	n/a	0	circle.bmp
+75.5216363636	n/a	18880.4091	show_cross	n/a	n/a	17	n/a	1	cross.bmp
+76.0652727273	n/a	19016.3182	show_face	scrambled_face	first_show	17	n/a	17	s025.bmp
+76.8516363636	n/a	19212.9091	left_press	n/a	n/a	17	n/a	256	n/a
+77.038	n/a	19259.5	show_circle	n/a	n/a	17	n/a	0	circle.bmp
+78.738	n/a	19684.5	show_cross	n/a	n/a	18	n/a	1	cross.bmp
+79.25618181819999	n/a	19814.0455	show_face	unfamiliar_face	first_show	18	n/a	13	u097.bmp
+79.8752727273	n/a	19968.8182	right_press	n/a	n/a	18	n/a	4096	n/a
+80.168	n/a	20042.0	show_circle	n/a	n/a	18	n/a	0	circle.bmp
+81.868	n/a	20467.0	show_cross	n/a	n/a	19	n/a	1	cross.bmp
+82.5134545455	n/a	20628.3636	show_face	unfamiliar_face	delayed_repeat	19	7	15	u106.bmp
+83.2434545455	n/a	20810.8636	right_press	n/a	n/a	19	n/a	4096	n/a
+83.4852727273	n/a	20871.3182	show_circle	n/a	n/a	19	n/a	0	circle.bmp
+85.18527272729999	n/a	21296.3182	show_cross	n/a	n/a	20	n/a	1	cross.bmp
+85.7870909091	n/a	21446.7727	show_face	famous_face	first_show	20	n/a	5	f147.bmp
+86.5116363636	n/a	21627.9091	right_press	n/a	n/a	20	n/a	4096	n/a
+86.74527272729999	n/a	21686.3182	show_circle	n/a	n/a	20	n/a	0	circle.bmp
+88.4452727273	n/a	22111.3182	show_cross	n/a	n/a	21	n/a	1	cross.bmp
+89.0452727273	n/a	22261.3182	show_face	scrambled_face	delayed_repeat	21	8	19	s017.bmp
+89.62436363639999	n/a	22406.0909	left_press	n/a	n/a	21	n/a	256	n/a
+89.9643636364	n/a	22491.0909	show_circle	n/a	n/a	21	n/a	0	circle.bmp
+91.6643636364	n/a	22916.0909	show_cross	n/a	n/a	22	n/a	1	cross.bmp
+92.1852727273	n/a	23046.3182	show_face	scrambled_face	first_show	22	n/a	17	s080.bmp
+92.9625454545	n/a	23240.6364	left_press	n/a	n/a	22	n/a	256	n/a
+93.1170909091	n/a	23279.2727	show_circle	n/a	n/a	22	n/a	0	circle.bmp
+94.8170909091	n/a	23704.2727	show_cross	n/a	n/a	23	n/a	1	cross.bmp
+95.3261818182	n/a	23831.5455	show_face	scrambled_face	immediate_repeat	23	1	18	s080.bmp
+95.9489090909	n/a	23987.2273	left_press	n/a	n/a	23	n/a	256	n/a
+96.2061818182	n/a	24051.5455	show_circle	n/a	n/a	23	n/a	0	circle.bmp
+97.9061818182	n/a	24476.5455	show_cross	n/a	n/a	24	n/a	1	cross.bmp
+98.4161818182	n/a	24604.0455	show_face	unfamiliar_face	delayed_repeat	24	10	15	u024.bmp
+99.1952727273	n/a	24798.8182	left_press	n/a	n/a	24	n/a	256	n/a
+99.2743636364	n/a	24818.5909	show_circle	n/a	n/a	24	n/a	0	circle.bmp
+100.9743636364	n/a	25243.5909	show_cross	n/a	n/a	25	n/a	1	cross.bmp
+101.5570909091	n/a	25389.2727	show_face	unfamiliar_face	first_show	25	n/a	13	u098.bmp
+102.1661818182	n/a	25541.5455	right_press	n/a	n/a	25	n/a	4096	n/a
+102.5016363636	n/a	25625.4091	show_circle	n/a	n/a	25	n/a	0	circle.bmp
+104.2016363636	n/a	26050.4091	show_cross	n/a	n/a	26	n/a	1	cross.bmp
+104.8316363636	n/a	26207.9091	show_face	unfamiliar_face	immediate_repeat	26	1	14	u098.bmp
+105.398	n/a	26349.5	right_press	n/a	n/a	26	n/a	4096	n/a
+105.808	n/a	26452.0	show_circle	n/a	n/a	26	n/a	0	circle.bmp
+107.508	n/a	26877.0	show_cross	n/a	n/a	27	n/a	1	cross.bmp
+107.9889090909	n/a	26997.2273	show_face	famous_face	delayed_repeat	27	12	7	f051.bmp
+108.6689090909	n/a	27167.2273	right_press	n/a	n/a	27	n/a	4096	n/a
+108.9852727273	n/a	27246.3182	show_circle	n/a	n/a	27	n/a	0	circle.bmp
+110.6852727273	n/a	27671.3182	show_cross	n/a	n/a	28	n/a	1	cross.bmp
+111.3298181818	n/a	27832.4545	show_face	unfamiliar_face	first_show	28	n/a	13	u100.bmp
+111.9307272727	n/a	27982.6818	left_press	n/a	n/a	28	n/a	256	n/a
+112.2098181818	n/a	28052.4545	show_circle	n/a	n/a	28	n/a	0	circle.bmp
+113.9098181818	n/a	28477.4545	show_cross	n/a	n/a	29	n/a	1	cross.bmp
+114.4870909091	n/a	28621.7727	show_face	scrambled_face	delayed_repeat	29	12	19	s025.bmp
+115.1225454545	n/a	28780.6364	left_press	n/a	n/a	29	n/a	256	n/a
+115.3643636364	n/a	28841.0909	show_circle	n/a	n/a	29	n/a	0	circle.bmp
+117.0643636364	n/a	29266.0909	show_cross	n/a	n/a	30	n/a	1	cross.bmp
+117.6107272727	n/a	29402.6818	show_face	famous_face	first_show	30	n/a	5	f099.bmp
+118.3225454545	n/a	29580.6364	right_press	n/a	n/a	30	n/a	4096	n/a
+118.4961818182	n/a	29624.0455	show_circle	n/a	n/a	30	n/a	0	circle.bmp
+120.1961818182	n/a	30049.0455	show_cross	n/a	n/a	31	n/a	1	cross.bmp
+120.7016363636	n/a	30175.4091	show_face	famous_face	immediate_repeat	31	1	6	f099.bmp
+121.2916363636	n/a	30322.9091	right_press	n/a	n/a	31	n/a	4096	n/a
+121.5316363636	n/a	30382.9091	show_circle	n/a	n/a	31	n/a	0	circle.bmp
+123.2316363636	n/a	30807.9091	show_cross	n/a	n/a	32	n/a	1	cross.bmp
+123.708	n/a	30927.0	show_face	unfamiliar_face	delayed_repeat	32	14	15	u097.bmp
+124.3725454545	n/a	31093.1364	right_press	n/a	n/a	32	n/a	4096	n/a
+124.708	n/a	31177.0	show_circle	n/a	n/a	32	n/a	0	circle.bmp
+126.408	n/a	31602.0	show_cross	n/a	n/a	33	n/a	1	cross.bmp
+127.0161818182	n/a	31754.0455	show_face	scrambled_face	first_show	33	n/a	17	s071.bmp
+127.7516363636	n/a	31937.9091	right_press	n/a	n/a	33	n/a	4096	n/a
+127.8416363636	n/a	31960.4091	show_circle	n/a	n/a	33	n/a	0	circle.bmp
+129.54163636360002	n/a	32385.4091	show_cross	n/a	n/a	34	n/a	1	cross.bmp
+130.1734545455	n/a	32543.3636	show_face	scrambled_face	immediate_repeat	34	1	18	s071.bmp
+131.0525454545	n/a	32763.1364	right_press	n/a	n/a	34	n/a	4096	n/a
+131.1007272727	n/a	32775.1818	show_circle	n/a	n/a	34	n/a	0	circle.bmp
+132.80072727270002	n/a	33200.1818	show_cross	n/a	n/a	35	n/a	1	cross.bmp
+133.4307272727	n/a	33357.6818	show_face	famous_face	delayed_repeat	35	15	7	f147.bmp
+134.0570909091	n/a	33514.2727	right_press	n/a	n/a	35	n/a	4096	n/a
+134.3970909091	n/a	33599.2727	show_circle	n/a	n/a	35	n/a	0	circle.bmp
+136.0970909091	n/a	34024.2727	show_cross	n/a	n/a	36	n/a	1	cross.bmp
+136.7216363636	n/a	34180.4091	show_face	unfamiliar_face	first_show	36	n/a	13	u091.bmp
+137.4443636364	n/a	34361.0909	right_press	n/a	n/a	36	n/a	4096	n/a
+137.6298181818	n/a	34407.4545	show_circle	n/a	n/a	36	n/a	0	circle.bmp
+139.3298181818	n/a	34832.4545	show_cross	n/a	n/a	37	n/a	1	cross.bmp
+139.8452727273	n/a	34961.3182	show_face	unfamiliar_face	immediate_repeat	37	1	14	u091.bmp
+140.3534545455	n/a	35088.3636	right_press	n/a	n/a	37	n/a	4096	n/a
+140.7798181818	n/a	35194.9545	show_circle	n/a	n/a	37	n/a	0	circle.bmp
+142.4798181818	n/a	35619.9545	show_cross	n/a	n/a	38	n/a	1	cross.bmp
+143.0861818182	n/a	35771.5455	show_face	scrambled_face	first_show	38	n/a	17	s106.bmp
+143.7398181818	n/a	35934.9545	left_press	n/a	n/a	38	n/a	256	n/a
+144.0098181818	n/a	36002.4545	show_circle	n/a	n/a	38	n/a	0	circle.bmp
+145.70981818180002	n/a	36427.4545	show_cross	n/a	n/a	39	n/a	1	cross.bmp
+146.3107272727	n/a	36577.6818	show_face	scrambled_face	immediate_repeat	39	1	18	s106.bmp
+146.8798181818	n/a	36719.9545	left_press	n/a	n/a	39	n/a	256	n/a
+147.2116363636	n/a	36802.9091	show_circle	n/a	n/a	39	n/a	0	circle.bmp
+148.9116363636	n/a	37227.9091	show_cross	n/a	n/a	40	n/a	1	cross.bmp
+149.4170909091	n/a	37354.2727	show_face	famous_face	first_show	40	n/a	5	f034.bmp
+150.0307272727	n/a	37507.6818	right_press	n/a	n/a	40	n/a	4096	n/a
+150.338	n/a	37584.5	show_circle	n/a	n/a	40	n/a	0	circle.bmp
+152.038	n/a	38009.5	show_cross	n/a	n/a	41	n/a	1	cross.bmp
+152.6416363636	n/a	38160.4091	show_face	unfamiliar_face	delayed_repeat	41	13	15	u100.bmp
+153.3152727273	n/a	38328.8182	left_press	n/a	n/a	41	n/a	256	n/a
+153.6043636364	n/a	38401.0909	show_circle	n/a	n/a	41	n/a	0	circle.bmp
+155.30436363639998	n/a	38826.0909	show_cross	n/a	n/a	42	n/a	1	cross.bmp
+155.8152727273	n/a	38953.8182	show_face	scrambled_face	first_show	42	n/a	17	s006.bmp
+156.6525454545	n/a	39163.1364	show_circle	n/a	n/a	42	n/a	0	circle.bmp
+156.8070909091	n/a	39201.7727	right_press	n/a	n/a	42	n/a	4096	n/a
+158.35254545450002	n/a	39588.1364	show_cross	n/a	n/a	43	n/a	1	cross.bmp
+158.9561818182	n/a	39739.0455	show_face	scrambled_face	immediate_repeat	43	1	18	s006.bmp
+159.7261818182	n/a	39931.5455	right_press	n/a	n/a	43	n/a	4096	n/a
+159.7970909091	n/a	39949.2727	show_circle	n/a	n/a	43	n/a	0	circle.bmp
+161.4970909091	n/a	40374.2727	show_cross	n/a	n/a	44	n/a	1	cross.bmp
+162.1298181818	n/a	40532.4545	show_face	unfamiliar_face	first_show	44	n/a	13	u083.bmp
+162.7570909091	n/a	40689.2727	right_press	n/a	n/a	44	n/a	4096	n/a
+163.1070909091	n/a	40776.7727	show_circle	n/a	n/a	44	n/a	0	circle.bmp
+164.8070909091	n/a	41201.7727	show_cross	n/a	n/a	45	n/a	1	cross.bmp
+165.338	n/a	41334.5	show_face	scrambled_face	first_show	45	n/a	17	s015.bmp
+165.9843636364	n/a	41496.0909	left_press	n/a	n/a	45	n/a	256	n/a
+166.3016363636	n/a	41575.4091	show_circle	n/a	n/a	45	n/a	0	circle.bmp
+168.0016363636	n/a	42000.4091	show_cross	n/a	n/a	46	n/a	1	cross.bmp
+168.6289090909	n/a	42157.2273	show_face	scrambled_face	first_show	46	n/a	17	s142.bmp
+169.3461818182	n/a	42336.5455	right_press	n/a	n/a	46	n/a	4096	n/a
+169.5016363636	n/a	42375.4091	show_circle	n/a	n/a	46	n/a	0	circle.bmp
+171.20163636360002	n/a	42800.4091	show_cross	n/a	n/a	47	n/a	1	cross.bmp
+171.85254545450002	n/a	42963.1364	show_face	scrambled_face	immediate_repeat	47	1	18	s142.bmp
+172.3698181818	n/a	43092.4545	right_press	n/a	n/a	47	n/a	4096	n/a
+172.8543636364	n/a	43213.5909	show_circle	n/a	n/a	47	n/a	0	circle.bmp
+174.55436363639998	n/a	43638.5909	show_cross	n/a	n/a	48	n/a	1	cross.bmp
+175.1270909091	n/a	43781.7727	show_face	famous_face	first_show	48	n/a	5	f075.bmp
+175.7525454545	n/a	43938.1364	right_press	n/a	n/a	48	n/a	4096	n/a
+176.0925454545	n/a	44023.1364	show_circle	n/a	n/a	48	n/a	0	circle.bmp
+177.79254545450002	n/a	44448.1364	show_cross	n/a	n/a	49	n/a	1	cross.bmp
+178.2670909091	n/a	44566.7727	show_face	famous_face	delayed_repeat	49	9	7	f034.bmp
+179.0834545455	n/a	44770.8636	right_press	n/a	n/a	49	n/a	4096	n/a
+179.1725454545	n/a	44793.1364	show_circle	n/a	n/a	49	n/a	0	circle.bmp
+180.8725454545	n/a	45218.1364	show_cross	n/a	n/a	50	n/a	1	cross.bmp
+181.4916363636	n/a	45372.9091	show_face	unfamiliar_face	first_show	50	n/a	13	u103.bmp
+182.2689090909	n/a	45567.2273	right_press	n/a	n/a	50	n/a	4096	n/a
+182.358	n/a	45589.5	show_circle	n/a	n/a	50	n/a	0	circle.bmp
diff --git a/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
new file mode 100644
index 0000000..82ddc4d
--- /dev/null
+++ b/datasets/eeg_ds003645s_hed_remodel/derivatives/remodel/backups/test_backup/backup_root/sub-003/eeg/sub-003_task-FacePerception_run-3_events.tsv
@@ -0,0 +1,201 @@
+onset	duration	sample	event_type	face_type	rep_status	trial	rep_lag	value	stim_file
+0.004	n/a	1.0	setup_right_sym	n/a	n/a	n/a	n/a	3	n/a
+27.5589090909	n/a	6889.7273	show_face_initial	scrambled_face	first_show	1	n/a	17	s044.bmp
+28.2207272727	n/a	7055.1818	left_press	n/a	n/a	1	n/a	256	n/a
+28.4352727273	n/a	7108.8182	show_circle	n/a	n/a	1	n/a	0	circle.bmp
+30.1352727273	n/a	7533.8182	show_cross	n/a	n/a	2	n/a	1	cross.bmp
+30.7489090909	n/a	7687.2273	show_face	scrambled_face	immediate_repeat	2	1	18	s044.bmp
+31.3243636364	n/a	7831.0909	left_press	n/a	n/a	2	n/a	256	n/a
+31.6498181818	n/a	7912.4545	show_circle	n/a	n/a	2	n/a	0	circle.bmp
+33.3498181818	n/a	8337.4545	show_cross	n/a	n/a	3	n/a	1	cross.bmp
+33.8398181818	n/a	8459.9545	show_face	unfamiliar_face	first_show	3	n/a	13	u055.bmp
+34.6625454545	n/a	8665.6364	show_circle	n/a	n/a	3	n/a	0	circle.bmp
+34.8761818182	n/a	8719.0455	right_press	n/a	n/a	3	n/a	4096	n/a
+36.3625454545	n/a	9090.6364	show_cross	n/a	n/a	4	n/a	1	cross.bmp
+36.9298181818	n/a	9232.4545	show_face	unfamiliar_face	first_show	4	n/a	13	u079.bmp
+37.6543636364	n/a	9413.5909	left_press	n/a	n/a	4	n/a	256	n/a
+37.938909090900005	n/a	9484.7273	show_circle	n/a	n/a	4	n/a	0	circle.bmp
+39.6389090909	n/a	9909.7273	show_cross	n/a	n/a	5	n/a	1	cross.bmp
+40.2207272727	n/a	10055.1818	show_face	unfamiliar_face	immediate_repeat	5	1	14	u079.bmp
+40.698	n/a	10174.5	left_press	n/a	n/a	5	n/a	256	n/a
+41.1752727273	n/a	10293.8182	show_circle	n/a	n/a	5	n/a	0	circle.bmp
+42.8752727273	n/a	10718.8182	show_cross	n/a	n/a	6	n/a	1	cross.bmp
+43.4289090909	n/a	10857.2273	show_face	famous_face	first_show	6	n/a	5	f121.bmp
+44.0425454545	n/a	11010.6364	right_press	n/a	n/a	6	n/a	4096	n/a
+44.27072727270001	n/a	11067.6818	show_circle	n/a	n/a	6	n/a	0	circle.bmp
+45.9707272727	n/a	11492.6818	show_cross	n/a	n/a	7	n/a	1	cross.bmp
+46.4689090909	n/a	11617.2273	show_face	famous_face	first_show	7	n/a	5	f033.bmp
+47.2470909091	n/a	11811.7727	left_press	n/a	n/a	7	n/a	256	n/a
+47.46163636359999	n/a	11865.4091	show_circle	n/a	n/a	7	n/a	0	circle.bmp
+49.1616363636	n/a	12290.4091	show_cross	n/a	n/a	8	n/a	1	cross.bmp
+49.7598181818	n/a	12439.9545	show_face	famous_face	immediate_repeat	8	1	6	f033.bmp
+50.2089090909	n/a	12552.2273	left_press	n/a	n/a	8	n/a	256	n/a
+50.7361818182	n/a	12684.0455	show_circle	n/a	n/a	8	n/a	0	circle.bmp
+52.4361818182	n/a	13109.0455	show_cross	n/a	n/a	9	n/a	1	cross.bmp
+53.0670909091	n/a	13266.7727	show_face	scrambled_face	first_show	9	n/a	17	s028.bmp
+53.8870909091	n/a	13471.7727	right_press	n/a	n/a	9	n/a	4096	n/a
+53.8916363636	n/a	13472.9091	show_circle	n/a	n/a	9	n/a	0	circle.bmp
+55.5916363636	n/a	13897.9091	show_cross	n/a	n/a	10	n/a	1	cross.bmp
+56.208	n/a	14052.0	show_face	scrambled_face	first_show	10	n/a	17	s135.bmp
+56.8361818182	n/a	14209.0455	left_press	n/a	n/a	10	n/a	256	n/a
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diff --git a/src/jupyter_notebooks/bids/find_event_combinations.ipynb b/src/jupyter_notebooks/bids/find_event_combinations.ipynb
index 3943cbc..ed06596 100644
--- a/src/jupyter_notebooks/bids/find_event_combinations.ipynb
+++ b/src/jupyter_notebooks/bids/find_event_combinations.ipynb
@@ -61,8 +61,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:02:17.144301Z",
-     "start_time": "2024-06-15T16:02:14.364188Z"
+     "end_time": "2024-09-26T11:19:17.585166Z",
+     "start_time": "2024-09-26T11:19:15.001655Z"
     }
    },
    "outputs": [
@@ -96,7 +96,7 @@
      ]
     }
    ],
-   "execution_count": 3
+   "execution_count": 2
   }
  ],
  "metadata": {
diff --git a/src/jupyter_notebooks/bids/merge_spreadsheet_into_sidecar.ipynb b/src/jupyter_notebooks/bids/merge_spreadsheet_into_sidecar.ipynb
index 887e0f7..7aac525 100644
--- a/src/jupyter_notebooks/bids/merge_spreadsheet_into_sidecar.ipynb
+++ b/src/jupyter_notebooks/bids/merge_spreadsheet_into_sidecar.ipynb
@@ -57,8 +57,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:03:32.787320Z",
-     "start_time": "2024-06-15T16:03:32.760819Z"
+     "end_time": "2024-09-26T11:19:31.106197Z",
+     "start_time": "2024-09-26T11:19:29.608508Z"
     }
    },
    "outputs": [
@@ -137,7 +137,7 @@
      ]
     }
    ],
-   "execution_count": 2
+   "execution_count": 1
   }
  ],
  "metadata": {
diff --git a/src/jupyter_notebooks/bids/sidecar_to_spreadsheet.ipynb b/src/jupyter_notebooks/bids/sidecar_to_spreadsheet.ipynb
index 017e857..5b5e7e3 100644
--- a/src/jupyter_notebooks/bids/sidecar_to_spreadsheet.ipynb
+++ b/src/jupyter_notebooks/bids/sidecar_to_spreadsheet.ipynb
@@ -48,8 +48,8 @@
      "name": "#%% Create a spreadsheet corresponding to a JSON sidecar and save it.\n"
     },
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:11:28.865510Z",
-     "start_time": "2024-06-15T16:11:28.848888Z"
+     "end_time": "2024-09-26T11:19:51.584884Z",
+     "start_time": "2024-09-26T11:19:50.106320Z"
     }
    },
    "outputs": [
@@ -96,7 +96,7 @@
      ]
     }
    ],
-   "execution_count": 3
+   "execution_count": 1
   }
  ],
  "metadata": {
diff --git a/src/jupyter_notebooks/bids/summarize_events.ipynb b/src/jupyter_notebooks/bids/summarize_events.ipynb
index 30c73c7..93de82c 100644
--- a/src/jupyter_notebooks/bids/summarize_events.ipynb
+++ b/src/jupyter_notebooks/bids/summarize_events.ipynb
@@ -35,8 +35,8 @@
   {
    "metadata": {
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:14:21.640014Z",
-     "start_time": "2024-06-15T16:14:20.294996Z"
+     "end_time": "2024-09-26T11:20:04.561801Z",
+     "start_time": "2024-09-26T11:20:03.168288Z"
     }
    },
    "cell_type": "code",
diff --git a/src/jupyter_notebooks/bids/validate_bids_dataset.ipynb b/src/jupyter_notebooks/bids/validate_bids_dataset.ipynb
index c9ced62..fc5ecf9 100644
--- a/src/jupyter_notebooks/bids/validate_bids_dataset.ipynb
+++ b/src/jupyter_notebooks/bids/validate_bids_dataset.ipynb
@@ -60,8 +60,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:15:15.994199Z",
-     "start_time": "2024-06-15T16:15:10.086834Z"
+     "end_time": "2024-09-26T11:20:25.926126Z",
+     "start_time": "2024-09-26T11:20:20.711150Z"
     }
    },
    "outputs": [
@@ -69,7 +69,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Using HEDTOOLS version: {'date': '2024-06-14T17:02:33-0500', 'dirty': False, 'error': None, 'full-revisionid': '940e75ddcedd5a14910098b60277413edc3c024e', 'version': '0.5.0'}\n",
+      "Using HEDTOOLS version: {'date': '2024-09-22T07:25:45-0500', 'dirty': False, 'error': None, 'full-revisionid': '5b99266536c785274c5d0d263914fe01160717ae', 'version': '0.5.0+109.g5b992665'}\n",
       "Number of issues: 0\n",
       "No HED validation errors\n"
      ]
diff --git a/src/jupyter_notebooks/remodeling/run_remodel.ipynb b/src/jupyter_notebooks/remodeling/run_remodel.ipynb
index 2de204c..6c6ffb9 100644
--- a/src/jupyter_notebooks/remodeling/run_remodel.ipynb
+++ b/src/jupyter_notebooks/remodeling/run_remodel.ipynb
@@ -48,8 +48,8 @@
      "name": "#%%  This removes all summaries from eeg_ds003645s_hed_remodel and then reruns.\n"
     },
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:20:24.831395Z",
-     "start_time": "2024-06-15T16:20:22.979092Z"
+     "end_time": "2024-09-26T11:20:51.226004Z",
+     "start_time": "2024-09-26T11:20:49.689854Z"
     }
    },
    "outputs": [
@@ -69,8 +69,8 @@
    "metadata": {
     "collapsed": false,
     "ExecuteTime": {
-     "end_time": "2024-06-15T16:20:24.847180Z",
-     "start_time": "2024-06-15T16:20:24.837479Z"
+     "end_time": "2024-09-26T11:20:51.241800Z",
+     "start_time": "2024-09-26T11:20:51.229904Z"
     }
    },
    "outputs": [],
diff --git a/src/jupyter_notebooks/remodeling/run_remodel_backup.ipynb b/src/jupyter_notebooks/remodeling/run_remodel_backup.ipynb
index caf3e23..ec18ff5 100644
--- a/src/jupyter_notebooks/remodeling/run_remodel_backup.ipynb
+++ b/src/jupyter_notebooks/remodeling/run_remodel_backup.ipynb
@@ -1,82 +1,82 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "source": [
-    "# Backup the event files in a dataset\n",
-    "\n",
-    "This notebook calls `run_remodel_backup(arglist)` with a list of parameters from the following table\n",
-    "to back up the events in a dataset.\n",
-    "\n",
-    "| parameter          | default                                  | dest        | other | meaning |\n",
-    "|--------------------|------------------------------------------|-------------| ----- | ------- |\n",
-    "| data_dir           |                                          | data_dir    |   |  Full path of dataset root directory. |\n",
-    "| -bd, --backup_dir  | `[data_root]/derivatives/remodel/backups` | backup_dir  |  | Name of the default backup for remodeling. |\n",
-    "| -bn, --backup_name | `default_back`                             | backup_name |  | Name of the default backup for remodeling. |\n",
-    "| -e, --extensions   | ['.tsv']                                 | extensions  | nargs=* |File extensions to allow in locating files. <br/> A * indicates all files allowed. |\n",
-    "| -f, --file-suffix  | ['events']                               | file_suffix |  nargs=* | Filename suffix of files to be backed up. <br/>A * indicates all files allowed. |\n",
-    "| -t, --task-names | []   |task_names | nargs=* | The name of the task. |\n",
-    "| -v, --verbose |   | verbose |action=store_true | If present, output informative messages as computation progresses. |  \n",
-    "| -x, --exclude-dirs | [] | exclude_dirs | nargs=* | Directories names to exclude from search for files. <br/>If omitted, no directories except the backup directory will be excluded. <br/>Note data_dir/remodel/backup will always be excluded. |"
-   ],
-   "metadata": {
-    "collapsed": false
-   }
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Results will be found in derivatives/remodel/backups/test_backup relative to data_root\n"
-     ]
-    }
-   ],
-   "source": [
-    "import os\n",
-    "import hed.tools.remodeling.cli.run_remodel_backup as cli_backup\n",
-    "\n",
-    "data_root = os.path.realpath('../../../datasets/eeg_ds003645s_hed_remodel')\n",
-    "backup_name = 'test_backup'\n",
-    "arg_list = [data_root, '-bn', backup_name, '-x', 'derivatives', 'stimuli', 'code', 'sourcedata'\n",
-    "                '-f', 'events', '-e', '.tsv']\n",
-    "cli_backup.main(arg_list)\n",
-    "print(\"Results will be found in derivatives/remodel/backups/test_backup relative to data_root\")"
-   ],
-   "metadata": {
-    "collapsed": false,
-    "pycharm": {
-     "name": "#%%\n"
-    },
-    "ExecuteTime": {
-     "end_time": "2024-01-10T13:08:07.582640300Z",
-     "start_time": "2024-01-10T13:08:07.530641100Z"
-    }
-   }
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 2
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython2",
-   "version": "2.7.6"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 0
-}
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "source": [
+    "# Backup the event files in a dataset\n",
+    "\n",
+    "This notebook calls `run_remodel_backup(arglist)` with a list of parameters from the following table\n",
+    "to back up the events in a dataset.\n",
+    "\n",
+    "| parameter          | default                                  | dest        | other | meaning |\n",
+    "|--------------------|------------------------------------------|-------------| ----- | ------- |\n",
+    "| data_dir           |                                          | data_dir    |   |  Full path of dataset root directory. |\n",
+    "| -bd, --backup_dir  | `[data_root]/derivatives/remodel/backups` | backup_dir  |  | Name of the default backup for remodeling. |\n",
+    "| -bn, --backup_name | `default_back`                             | backup_name |  | Name of the default backup for remodeling. |\n",
+    "| -e, --extensions   | ['.tsv']                                 | extensions  | nargs=* |File extensions to allow in locating files. <br/> A * indicates all files allowed. |\n",
+    "| -f, --file-suffix  | ['events']                               | file_suffix |  nargs=* | Filename suffix of files to be backed up. <br/>A * indicates all files allowed. |\n",
+    "| -t, --task-names | []   |task_names | nargs=* | The name of the task. |\n",
+    "| -v, --verbose |   | verbose |action=store_true | If present, output informative messages as computation progresses. |  \n",
+    "| -x, --exclude-dirs | [] | exclude_dirs | nargs=* | Directories names to exclude from search for files. <br/>If omitted, no directories except the backup directory will be excluded. <br/>Note data_dir/remodel/backup will always be excluded. |"
+   ],
+   "metadata": {
+    "collapsed": false
+   }
+  },
+  {
+   "cell_type": "code",
+   "source": [
+    "import os\n",
+    "import hed.tools.remodeling.cli.run_remodel_backup as cli_backup\n",
+    "\n",
+    "data_root = os.path.realpath('../../../datasets/eeg_ds003645s_hed_remodel')\n",
+    "backup_name = 'test_backup'\n",
+    "arg_list = [data_root, '-bn', backup_name, '-x', 'derivatives', 'stimuli', 'code', 'sourcedata'\n",
+    "                '-f', 'events', '-e', '.tsv']\n",
+    "cli_backup.main(arg_list)\n",
+    "print(\"Results will be found in derivatives/remodel/backups/test_backup relative to data_root\")"
+   ],
+   "metadata": {
+    "collapsed": false,
+    "pycharm": {
+     "name": "#%%\n"
+    },
+    "ExecuteTime": {
+     "end_time": "2024-09-26T11:21:25.301612Z",
+     "start_time": "2024-09-26T11:21:23.866565Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Results will be found in derivatives/remodel/backups/test_backup relative to data_root\n"
+     ]
+    }
+   ],
+   "execution_count": 1
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 2
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython2",
+   "version": "2.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}