Scientific Reports

Table 2 Comparison table before and after outlier processing.

From: Research on time series characteristics of the gas drainage evaluation index based on lasso regression

Date	X₁	X₂	X₃	X₄	X₅	X₆	X₇	X₈	X₉	X₁₀
2020/9/5 11:15	14.5	0.19	36.72	1300	0.56	1.84	23.7	2649.6	0.05	0.44
2020/9/5 11:37	14.8	0.3	44.56	1165	0.45	2.67	3000	3844.8	0.06	0.16
2020/9/5 12:00	14.8	0.39	31.83	1177	0.51	2.23	24.9	3211.2	0.07	0.2
2020/9/5 12:22	14.7	0.2	25.26	1250	0.34	2.02	24.7	2908.8	0.08	0.27
2020/9/5 12:45	14.6	0.15	43.66	1231	0.62	3.06	23.2	4406.4	0.07	0.13

Date	X₁	X₂	X₃	X₄	X₅	X₆	X₇	X₈	X₉	X₁₀
2020/9/5 11:15	14.5	0.19	36.72	1300	0.56	1.84	23.7	2649.6	0.05	0.44
2020/9/5 11:37	14.8	0.3	44.56	1165	0.45	2.67	24.3	3844.8	0.06	0.16
2020/9/5 12:00	14.8	0.39	31.83	1177	0.51	2.23	24.9	3211.2	0.07	0.2
2020/9/5 12:22	14.7	0.2	25.26	1250	0.34	2.02	24.7	2908.8	0.08	0.27
2020/9/5 12:45	14.6	0.15	43.66	1231	0.62	3.06	23.2	4406.4	0.07	0.13

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