Table 6 The summary for the datasets of hydraulic support guard plate that from scenario 1 to scenario 108.

From: An open dataset for intelligent recognition and classification of abnormal condition in longwall mining

Collection statistics	Characteristics							Training set						Validation set
	Years							2020 to 2023						2020 to 2023
	Data size (MB)							1434.19						360.14
		Scenario	label type	Scenario	label type	Scenario	label type	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count
Dataset label	Hydraulic support guard plate	1	ABCDEF	37	ACDEF	73	ACD	1	47	37	43	73	19	1	19	37	6	73	3
		2	ABCDEF	38	ABCDEF	74	BCDEFI	2	130	38	63	74	38	2	51	38	12	74	9
		3	CDE	39	BCDEF	75	CDEF	3	27	39	27	75	31	3	5	39	13	75	8
		4	CDEF	40	ABCDEF	76	BCDEF	4	13	40	63	76	25	4	4	40	23	76	5
		5	ABCDE	41	BCDEF	77	CDEF	5	21	41	39	77	26	5	6	41	5	77	8
		6	AH	42	ABCDE	78	CDI	6	18	42	47	78	7	6	4	42	16	78	1
		7	BCDE	43	ABCDEF	79	ABCDEF	7	44	43	54	79	28	7	18	43	9	79	7
		8	ABCDEF	44	ABCDEF	80	BCDEF	8	115	44	53	80	23	8	16	44	9	80	4
		9	ABCDEF	45	ABCDEF	81	ABCDEF	9	74	45	71	81	84	9	14	45	22	81	34
		10	ABCDEFG	46	ABCDEF	82	F	10	89	46	52	82	6	10	31	46	9	82	4
		11	ABCDE	47	BCDE	83	CDE	11	27	47	39	83	55	11	12	47	14	83	7
		12	ABCDE	48	ACEH	84	ABCDEF	12	36	48	182	84	55	12	11	48	42	84	7
		13	ABCDEF	49	AEH	85	ABCDE	13	58	49	149	85	7	13	16	49	51	85	3
		14	BCDEF	50	ABCDEFGH	86	ABCDE	14	26	50	818	86	14	14	11	50	197	86	6
		15	ABCDEF	51	ABCDEFI	87	BCD	15	88	51	709	87	20	15	33	51	173	87	11
		16	ABCDE	52	ABCDEFHI	88	DEF	16	24	52	472	88	241	16	5	52	106	88	69
		17	BCDEF	53	ABCFH	89	DEF	17	41	53	256	89	383	17	4	53	43	89	85
		18	ABCDEF	54	F	90	DEF	18	29	54	51	90	151	18	9	54	13	90	57
		19	ABCDEF	55	AC	91	CF	19	84	55	23	91	33	19	17	55	6	91	5
		20	ABCDEF	56	ABEFH	92	BDEHI	20	14	56	147	92	429	20	2	56	29	92	105
		21	ABCDE	57	BH	93	BCDH	21	23	57	304	93	311	21	7	57	73	93	60
		22	ABCDEF	58	CDI	94	BCDEHI	22	97	58	57	94	419	22	23	58	23	94	98
		23	ABCDEF	59	ABCDEFH	95	CDEI	23	60	59	108	95	258	23	8	59	21	95	71
		24	ABCDEF	60	CDFH	96	BCDEHI	24	76	60	108	96	517	24	14	60	32	96	131
		25	BCDEF	61	ABCDEFHI	97	D	25	36	61	461	97	5	25	8	61	116	97	0
		26	BDEFGH	62	ABCDEH	98	DEF	26	72	62	53	98	52	26	17	62	23	98	5
		27	ABCDEF	63	ACDE	99	DEF	27	28	63	99	99	103	27	6	63	25	99	20
		28	EF	64	ABCDEH	100	E	28	11	64	106	100	14	28	1	64	29	100	4
		29	ABCDEF	65	ABCDF	101	DE	29	44	65	77	101	131	29	15	65	17	101	28
		30	BCDE	66	BCDE	102	DEF	30	32	66	95	102	68	30	8	66	29	102	14
		31	CDEF	67	BCDFI	103	DE	31	11	67	21	103	48	31	2	67	9	103	13
		32	EF	68	CDFI	104	ABCDEFH	32	7	68	27	104	330	32	1	68	3	104	84
		33	ABCDEF	69	EF	105	F	33	25	69	38	105	40	33	3	69	6	105	17
		34	ABCDE	70	ABCDEF	106	ABCEF	34	13	70	46	106	53	34	4	70	9	106	11
		35	ABCDEF	71	BDEF	107	ABCD	35	173	71	144	107	198	35	48	71	35	107	40
		36	BCDEF	72	DEF	108	DEF	36	40	72	4	108	222	36	8	72	2	108	64
								Total	11303	Total	2809

Note that in order to facilitate statistics, the different label annotations are marked for the different closing states of the guard plate. Among which, A represents hydraulic_support_guard_plate_00, B represents hydraulic_support_guard_plate_00_30, C represents hydraulic_support_guard_ plate_30_60, D hydraulic_support_guard_plate_60_90, E represents hydraulic_support_guard_plate_90, F represents hydraulic_support_guard_ plate_90_120, G represents hydraulic_support_guard_plate_abnormal, H represents Shearer and I represents hydraulic_support_ guard_plate_90_abnormal.

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Table 6 The summary for the datasets of hydraulic support guard plate that from scenario 1 to scenario 108.

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