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REG-Forecasting_Non_Clean

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train · 103k rows

type-name stringclasses 2 values	value stringlengths 1 5 ⌀	time stringdate 2020-01-01 00:00:00 2025-11-19 00:00:00	shortwave_radiation float64 0 1.01k	direct_radiation float64 0 902	diffuse_radiation float64 0 464	direct_normal_irradiance float64 0 960	cloudcover int64 0 100	cloudcover_low int64 0 100	cloudcover_mid int64 0 100	cloudcover_high int64 0 100	temperature_2m float64 -2.1 47	relativehumidity_2m int64 5 100	dewpoint_2m float64 -10.1 22.6	surface_pressure float64 980 1.02k	vapour_pressure_deficit float64 0 9.86	windspeed_10m float64 0 31.9	winddirection_10m int64 1 360	windspeed_100m float64 0 52.1	winddirection_100m int64 1 360	windgusts_10m float64 1.1 64.4	precipitation float64 0 16.2	rain float64 0 16.2	snowfall float64 0 2.38	day_of_year int32 1 366	season int64 1 4	solar_zenith_noon_deg float64 13.4 60.2	date timestamp[ns]date 2020-01-01 00:00:00 2025-11-19 00:00:00
Solar	1403	2020-01-01T00:00	0	0	0	0	89	0	0	89	5.4	84	2.9	1,003.9	0.14	2.6	56	3.6	217	8.3	0	0	0	1	1	59.774996	2020-01-01T00:00:00
Wind	225	2020-01-01T00:00	0	0	0	0	89	0	0	89	5.4	84	2.9	1,003.9	0.14	2.6	56	3.6	217	8.3	0	0	0	1	1	59.774996	2020-01-01T00:00:00
Solar	-35	2020-01-01T01:00	0	0	0	0	99	0	0	99	3.9	90	2.5	1,003.9	0.08	4	63	5.5	169	10.1	0	0	0	1	1	59.774996	2020-01-01T01:00:00
Wind	222	2020-01-01T01:00	0	0	0	0	99	0	0	99	3.9	90	2.5	1,003.9	0.08	4	63	5.5	169	10.1	0	0	0	1	1	59.774996	2020-01-01T01:00:00
Solar	-30	2020-01-01T02:00	0	0	0	0	71	0	0	71	4	88	2.2	1,003.5	0.1	4.8	48	5.1	129	12.6	0	0	0	1	1	59.774996	2020-01-01T02:00:00
Wind	263	2020-01-01T02:00	0	0	0	0	71	0	0	71	4	88	2.2	1,003.5	0.1	4.8	48	5.1	129	12.6	0	0	0	1	1	59.774996	2020-01-01T02:00:00
Solar	-30	2020-01-01T03:00	0	0	0	0	61	0	0	61	3.6	89	2	1,004.1	0.08	3.3	41	3.2	297	11.9	0	0	0	1	1	59.774996	2020-01-01T03:00:00
Wind	379	2020-01-01T03:00	0	0	0	0	61	0	0	61	3.6	89	2	1,004.1	0.08	3.3	41	3.2	297	11.9	0	0	0	1	1	59.774996	2020-01-01T03:00:00
Solar	-31	2020-01-01T04:00	0	0	0	0	82	0	0	44	3.4	92	2.1	1,003.8	0.07	3.8	49	2.2	90	11.9	0	0	0	1	1	59.774996	2020-01-01T04:00:00
Wind	345	2020-01-01T04:00	0	0	0	0	82	0	0	44	3.4	92	2.1	1,003.8	0.07	3.8	49	2.2	90	11.9	0	0	0	1	1	59.774996	2020-01-01T04:00:00
Solar	-31	2020-01-01T05:00	0	0	0	0	48	0	7	45	2.8	95	2.1	1,003.2	0.04	3.3	41	0.7	360	10.8	0	0	0	1	1	59.774996	2020-01-01T05:00:00
Wind	277	2020-01-01T05:00	0	0	0	0	48	0	7	45	2.8	95	2.1	1,003.2	0.04	3.3	41	0.7	360	10.8	0	0	0	1	1	59.774996	2020-01-01T05:00:00
Solar	-32	2020-01-01T06:00	0	0	0	0	55	0	0	55	2.4	97	1.9	1,002.4	0.03	3.6	45	0.8	63	11.5	0	0	0	1	1	59.774996	2020-01-01T06:00:00
Wind	248	2020-01-01T06:00	0	0	0	0	55	0	0	55	2.4	97	1.9	1,002.4	0.03	3.6	45	0.8	63	11.5	0	0	0	1	1	59.774996	2020-01-01T06:00:00
Solar	-32	2020-01-01T07:00	0	0	0	0	59	0	24	58	2.6	94	1.8	1,003	0.04	2.9	60	3.7	191	10.4	0	0	0	1	1	59.774996	2020-01-01T07:00:00
Wind	334	2020-01-01T07:00	0	0	0	0	59	0	24	58	2.6	94	1.8	1,003	0.04	2.9	60	3.7	191	10.4	0	0	0	1	1	59.774996	2020-01-01T07:00:00
Solar	-31	2020-01-01T08:00	26	10	16	97.8	70	0	0	70	5.1	82	2.3	1,003.9	0.16	1	45	3.8	221	10.4	0	0	0	1	1	59.774996	2020-01-01T08:00:00
Wind	286	2020-01-01T08:00	26	10	16	97.8	70	0	0	70	5.1	82	2.3	1,003.9	0.16	1	45	3.8	221	10.4	0	0	0	1	1	59.774996	2020-01-01T08:00:00
Solar	-31	2020-01-01T09:00	162	104	58	493.9	18	0	0	18	9.4	65	3.2	1,003.2	0.41	3.6	90	5.1	98	10.8	0	0	0	1	1	59.774996	2020-01-01T09:00:00
Wind	308	2020-01-01T09:00	162	104	58	493.9	18	0	0	18	9.4	65	3.2	1,003.2	0.41	3.6	90	5.1	98	10.8	0	0	0	1	1	59.774996	2020-01-01T09:00:00
Solar	-32	2020-01-01T10:00	316	248	68	714.9	3	0	3	0	11.5	57	3.3	1,003.4	0.58	3.8	221	4.6	219	13	0	0	0	1	1	59.774996	2020-01-01T10:00:00
Wind	609	2020-01-01T10:00	316	248	68	714.9	3	0	3	0	11.5	57	3.3	1,003.4	0.58	3.8	221	4.6	219	13	0	0	0	1	1	59.774996	2020-01-01T10:00:00
Solar	-34	2020-01-01T11:00	428	356	72	802.3	85	0	0	85	12.5	58	4.4	1,003.4	0.61	2.9	210	3.2	207	16.6	0	0	0	1	1	59.774996	2020-01-01T11:00:00
Wind	445	2020-01-01T11:00	428	356	72	802.3	85	0	0	85	12.5	58	4.4	1,003.4	0.61	2.9	210	3.2	207	16.6	0	0	0	1	1	59.774996	2020-01-01T11:00:00
Solar	-33	2020-01-01T12:00	408	218	190	441	93	0	3	92	13.3	56	4.7	1,003.3	0.67	3.4	212	4.2	211	14	0	0	0	1	1	59.774996	2020-01-01T12:00:00
Wind	671	2020-01-01T12:00	408	218	190	441	93	0	3	92	13.3	56	4.7	1,003.3	0.67	3.4	212	4.2	211	14	0	0	0	1	1	59.774996	2020-01-01T12:00:00
Solar	-33	2020-01-01T13:00	416	244	172	492.5	77	0	0	77	14	55	5	1,002.1	0.72	2.3	219	2.3	219	13.7	0	0	0	1	1	59.774996	2020-01-01T13:00:00
Wind	558	2020-01-01T13:00	416	244	172	492.5	77	0	0	77	14	55	5	1,002.1	0.72	2.3	219	2.3	219	13.7	0	0	0	1	1	59.774996	2020-01-01T13:00:00
Solar	-34	2020-01-01T14:00	406	294	112	658	77	0	2	77	14.6	53	5.2	1,001.6	0.77	3.3	257	4.1	255	14	0	0	0	1	1	59.774996	2020-01-01T14:00:00
Wind	775	2020-01-01T14:00	406	294	112	658	77	0	2	77	14.6	53	5.2	1,001.6	0.77	3.3	257	4.1	255	14	0	0	0	1	1	59.774996	2020-01-01T14:00:00
Solar	150	2020-01-01T15:00	290	188	102	534.3	54	2	3	53	14.4	55	5.5	1,001.5	0.74	4	280	5.4	278	12.6	0	0	0	1	1	59.774996	2020-01-01T15:00:00
Wind	406	2020-01-01T15:00	290	188	102	534.3	54	2	3	53	14.4	55	5.5	1,001.5	0.74	4	280	5.4	278	12.6	0	0	0	1	1	59.774996	2020-01-01T15:00:00
Solar	2703	2020-01-01T16:00	159	92	67	424	80	2	2	92	13	63	6.2	1,001	0.55	3.4	252	6.3	246	13.3	0	0	0	1	1	59.774996	2020-01-01T16:00:00
Wind	761	2020-01-01T16:00	159	92	67	424	80	2	2	92	13	63	6.2	1,001	0.55	3.4	252	6.3	246	13.3	0	0	0	1	1	59.774996	2020-01-01T16:00:00
Solar	5640	2020-01-01T17:00	29	9	20	85	75	0	0	75	10.3	78	6.6	1,000.8	0.28	6.1	267	5.2	258	8.3	0	0	0	1	1	59.774996	2020-01-01T17:00:00
Wind	951	2020-01-01T17:00	29	9	20	85	75	0	0	75	10.3	78	6.6	1,000.8	0.28	6.1	267	5.2	258	8.3	0	0	0	1	1	59.774996	2020-01-01T17:00:00
Solar	6699	2020-01-01T18:00	0	0	0	0	94	0	0	94	11.1	66	5	1,000.7	0.45	2.2	9	2.8	230	8.6	0	0	0	1	1	59.774996	2020-01-01T18:00:00
Wind	924	2020-01-01T18:00	0	0	0	0	94	0	0	94	11.1	66	5	1,000.7	0.45	2.2	9	2.8	230	8.6	0	0	0	1	1	59.774996	2020-01-01T18:00:00
Solar	6483	2020-01-01T19:00	0	0	0	0	78	0	0	78	9.6	75	5.4	1,001.1	0.3	3	14	4.6	315	5.8	0	0	0	1	1	59.774996	2020-01-01T19:00:00
Wind	1532	2020-01-01T19:00	0	0	0	0	78	0	0	78	9.6	75	5.4	1,001.1	0.3	3	14	4.6	315	5.8	0	0	0	1	1	59.774996	2020-01-01T19:00:00
Solar	6305	2020-01-01T20:00	0	0	0	0	89	0	0	89	8.7	78	5.1	1,000.7	0.25	1.8	53	1.4	90	6.5	0	0	0	1	1	59.774996	2020-01-01T20:00:00
Wind	1745	2020-01-01T20:00	0	0	0	0	89	0	0	89	8.7	78	5.1	1,000.7	0.25	1.8	53	1.4	90	6.5	0	0	0	1	1	59.774996	2020-01-01T20:00:00
Solar	5004	2020-01-01T21:00	0	0	0	0	9	0	0	9	8.2	78	4.7	1,000.5	0.24	0.8	63	4.9	216	4.7	0	0	0	1	1	59.774996	2020-01-01T21:00:00
Wind	2521	2020-01-01T21:00	0	0	0	0	9	0	0	9	8.2	78	4.7	1,000.5	0.24	0.8	63	4.9	216	4.7	0	0	0	1	1	59.774996	2020-01-01T21:00:00
Solar	6195	2020-01-01T22:00	0	0	0	0	0	0	0	0	7.7	79	4.3	1,000.8	0.22	1.6	63	3.6	233	3.6	0	0	0	1	1	59.774996	2020-01-01T22:00:00
Wind	2299	2020-01-01T22:00	0	0	0	0	0	0	0	0	7.7	79	4.3	1,000.8	0.22	1.6	63	3.6	233	3.6	0	0	0	1	1	59.774996	2020-01-01T22:00:00
Solar	4346	2020-01-01T23:00	0	0	0	0	0	0	0	0	6.8	82	3.9	1,000.5	0.18	4.3	90	5.2	196	5	0	0	0	1	1	59.774996	2020-01-01T23:00:00
Wind	2711	2020-01-01T23:00	0	0	0	0	0	0	0	0	6.8	82	3.9	1,000.5	0.18	4.3	90	5.2	196	5	0	0	0	1	1	59.774996	2020-01-01T23:00:00
Solar	1281	2020-01-02T00:00	0	0	0	0	0	0	0	0	7.6	76	3.7	1,001.1	0.25	4	95	5.7	215	5.4	0	0	0	2	1	59.692034	2020-01-02T00:00:00
Wind	2617	2020-01-02T00:00	0	0	0	0	0	0	0	0	7.6	76	3.7	1,001.1	0.25	4	95	5.7	215	5.4	0	0	0	2	1	59.692034	2020-01-02T00:00:00
Solar	41	2020-01-02T01:00	0	0	0	0	0	0	0	0	6.3	83	3.6	1,000.9	0.17	6.2	111	7.9	183	7.9	0	0	0	2	1	59.692034	2020-01-02T01:00:00
Wind	2402	2020-01-02T01:00	0	0	0	0	0	0	0	0	6.3	83	3.6	1,000.9	0.17	6.2	111	7.9	183	7.9	0	0	0	2	1	59.692034	2020-01-02T01:00:00
Solar	-32	2020-01-02T02:00	0	0	0	0	0	0	0	0	6	83	3.3	1,000.7	0.16	5.9	101	8.9	159	7.9	0	0	0	2	1	59.692034	2020-01-02T02:00:00
Wind	2338	2020-01-02T02:00	0	0	0	0	0	0	0	0	6	83	3.3	1,000.7	0.16	5.9	101	8.9	159	7.9	0	0	0	2	1	59.692034	2020-01-02T02:00:00
Solar	-30	2020-01-02T03:00	0	0	0	0	0	0	0	0	5.8	82	3	1,000.6	0.17	7.5	125	10.1	174	9	0	0	0	2	1	59.692034	2020-01-02T03:00:00
Wind	2775	2020-01-02T03:00	0	0	0	0	0	0	0	0	5.8	82	3	1,000.6	0.17	7.5	125	10.1	174	9	0	0	0	2	1	59.692034	2020-01-02T03:00:00
Solar	-30	2020-01-02T04:00	0	0	0	0	0	6	0	0	6.2	82	3.3	1,000.8	0.17	5.1	98	7.6	180	10.4	0	0	0	2	1	59.692034	2020-01-02T04:00:00
Wind	2416	2020-01-02T04:00	0	0	0	0	0	6	0	0	6.2	82	3.3	1,000.8	0.17	5.1	98	7.6	180	10.4	0	0	0	2	1	59.692034	2020-01-02T04:00:00
Solar	-30	2020-01-02T05:00	0	0	0	0	6	6	0	0	5.6	84	3.1	1,001.2	0.15	4.9	107	7.2	180	6.8	0	0	0	2	1	59.692034	2020-01-02T05:00:00
Wind	2501	2020-01-02T05:00	0	0	0	0	6	6	0	0	5.6	84	3.1	1,001.2	0.15	4.9	107	7.2	180	6.8	0	0	0	2	1	59.692034	2020-01-02T05:00:00
Solar	-31	2020-01-02T06:00	0	0	0	0	24	24	0	0	5.3	85	2.9	1,001.4	0.14	4.5	119	6.2	187	5.8	0	0	0	2	1	59.692034	2020-01-02T06:00:00
Wind	2920	2020-01-02T06:00	0	0	0	0	24	24	0	0	5.3	85	2.9	1,001.4	0.14	4.5	119	6.2	187	5.8	0	0	0	2	1	59.692034	2020-01-02T06:00:00
Solar	-31	2020-01-02T07:00	0	0	0	0	40	34	0	16	5.5	84	3.1	1,001.4	0.14	3.9	124	7.6	161	9.4	0	0	0	2	1	59.692034	2020-01-02T07:00:00
Wind	2906	2020-01-02T07:00	0	0	0	0	40	34	0	16	5.5	84	3.1	1,001.4	0.14	3.9	124	7.6	161	9.4	0	0	0	2	1	59.692034	2020-01-02T07:00:00
Solar	-31	2020-01-02T08:00	22	8	14	78.3	28	24	0	6	6	83	3.3	1,002.5	0.16	3.4	72	4	85	8.3	0	0	0	2	1	59.692034	2020-01-02T08:00:00
Wind	3121	2020-01-02T08:00	22	8	14	78.3	28	24	0	6	6	83	3.3	1,002.5	0.16	3.4	72	4	85	8.3	0	0	0	2	1	59.692034	2020-01-02T08:00:00
Solar	-31	2020-01-02T09:00	129	57	72	270.8	22	11	0	12	8.5	72	3.7	1,003.1	0.31	7.5	107	11.8	102	16.9	0	0	0	2	1	59.692034	2020-01-02T09:00:00
Wind	2967	2020-01-02T09:00	129	57	72	270.8	22	11	0	12	8.5	72	3.7	1,003.1	0.31	7.5	107	11.8	102	16.9	0	0	0	2	1	59.692034	2020-01-02T09:00:00
Solar	-31	2020-01-02T10:00	296	209	87	602	51	1	0	51	10.6	65	4.2	1,003.1	0.45	4.7	171	6.5	161	17.6	0	0	0	2	1	59.692034	2020-01-02T10:00:00
Wind	1981	2020-01-02T10:00	296	209	87	602	51	1	0	51	10.6	65	4.2	1,003.1	0.45	4.7	171	6.5	161	17.6	0	0	0	2	1	59.692034	2020-01-02T10:00:00
Solar	-32	2020-01-02T11:00	423	339	84	762.8	83	1	0	83	11.9	64	5.2	1,002.9	0.51	5.9	194	7.2	186	17.3	0	0	0	2	1	59.692034	2020-01-02T11:00:00
Wind	2151	2020-01-02T11:00	423	339	84	762.8	83	1	0	83	11.9	64	5.2	1,002.9	0.51	5.9	194	7.2	186	17.3	0	0	0	2	1	59.692034	2020-01-02T11:00:00
Solar	-33	2020-01-02T12:00	481	381	100	769	87	0	0	87	12.6	64	5.9	1,002.4	0.53	6.8	177	8.8	171	20.2	0	0	0	2	1	59.692034	2020-01-02T12:00:00
Wind	2185	2020-01-02T12:00	481	381	100	769	87	0	0	87	12.6	64	5.9	1,002.4	0.53	6.8	177	8.8	171	20.2	0	0	0	2	1	59.692034	2020-01-02T12:00:00
Solar	-33	2020-01-02T13:00	471	352	119	708.3	83	0	0	83	13.1	63	6.2	1,001.9	0.56	7.2	180	9.1	173	20.5	0	0	0	2	1	59.692034	2020-01-02T13:00:00
Wind	2279	2020-01-02T13:00	471	352	119	708.3	83	0	0	83	13.1	63	6.2	1,001.9	0.56	7.2	180	9.1	173	20.5	0	0	0	2	1	59.692034	2020-01-02T13:00:00
Solar	-34	2020-01-02T14:00	414	297	117	661.9	80	0	0	80	13.4	62	6.3	1,001.7	0.59	7.2	177	9.1	171	20.2	0	0	0	2	1	59.692034	2020-01-02T14:00:00
Wind	2674	2020-01-02T14:00	414	297	117	661.9	80	0	0	80	13.4	62	6.3	1,001.7	0.59	7.2	177	9.1	171	20.2	0	0	0	2	1	59.692034	2020-01-02T14:00:00
Solar	145	2020-01-02T15:00	304	200	104	564.9	74	0	0	74	13.4	63	6.5	1,001.4	0.57	7.3	189	9.4	184	19.1	0	0	0	2	1	59.692034	2020-01-02T15:00:00
Wind	2480	2020-01-02T15:00	304	200	104	564.9	74	0	0	74	13.4	63	6.5	1,001.4	0.57	7.3	189	9.4	184	19.1	0	0	0	2	1	59.692034	2020-01-02T15:00:00
Solar	3085	2020-01-02T16:00	171	108	63	492.3	75	11	0	86	11.7	72	6.8	1,002.6	0.39	6.6	202	8.4	200	17.6	0	0	0	2	1	59.692034	2020-01-02T16:00:00
Wind	1154	2020-01-02T16:00	171	108	63	492.3	75	11	0	86	11.7	72	6.8	1,002.6	0.39	6.6	202	8.4	200	17.6	0	0	0	2	1	59.692034	2020-01-02T16:00:00
Solar	5978	2020-01-02T17:00	33	13	20	121.4	82	4	0	81	9.6	81	6.6	1,002.4	0.22	4.4	189	9.6	200	15.5	0	0	0	2	1	59.692034	2020-01-02T17:00:00
Wind	679	2020-01-02T17:00	33	13	20	121.4	82	4	0	81	9.6	81	6.6	1,002.4	0.22	4.4	189	9.6	200	15.5	0	0	0	2	1	59.692034	2020-01-02T17:00:00
Solar	6318	2020-01-02T18:00	0	0	0	0	73	5	0	71	7.8	88	6	1,003.3	0.12	3.4	72	4	153	7.9	0	0	0	2	1	59.692034	2020-01-02T18:00:00
Wind	383	2020-01-02T18:00	0	0	0	0	73	5	0	71	7.8	88	6	1,003.3	0.12	3.4	72	4	153	7.9	0	0	0	2	1	59.692034	2020-01-02T18:00:00
Solar	6926	2020-01-02T19:00	0	0	0	0	91	3	0	91	7.2	88	5.4	1,004	0.12	8.1	58	10.1	86	15.8	0	0	0	2	1	59.692034	2020-01-02T19:00:00
Wind	538	2020-01-02T19:00	0	0	0	0	91	3	0	91	7.2	88	5.4	1,004	0.12	8.1	58	10.1	86	15.8	0	0	0	2	1	59.692034	2020-01-02T19:00:00
Solar	6573	2020-01-02T20:00	0	0	0	0	100	2	0	100	6.6	86	4.4	1,004	0.14	6.6	68	9.8	107	18	0	0	0	2	1	59.692034	2020-01-02T20:00:00
Wind	565	2020-01-02T20:00	0	0	0	0	100	2	0	100	6.6	86	4.4	1,004	0.14	6.6	68	9.8	107	18	0	0	0	2	1	59.692034	2020-01-02T20:00:00
Solar	6760	2020-01-02T21:00	0	0	0	0	100	1	0	100	6.7	83	3.9	1,004.3	0.17	6.3	66	9.2	121	19.1	0	0	0	2	1	59.692034	2020-01-02T21:00:00
Wind	414	2020-01-02T21:00	0	0	0	0	100	1	0	100	6.7	83	3.9	1,004.3	0.17	6.3	66	9.2	121	19.1	0	0	0	2	1	59.692034	2020-01-02T21:00:00
Solar	6586	2020-01-02T22:00	0	0	0	0	94	1	0	94	6.2	85	3.8	1,004.7	0.15	6.9	62	9	119	16.2	0	0	0	2	1	59.692034	2020-01-02T22:00:00
Wind	305	2020-01-02T22:00	0	0	0	0	94	1	0	94	6.2	85	3.8	1,004.7	0.15	6.9	62	9	119	16.2	0	0	0	2	1	59.692034	2020-01-02T22:00:00
Solar	4825	2020-01-02T23:00	0	0	0	0	96	0	0	96	6.2	85	3.8	1,005.1	0.15	4.3	66	7.2	153	14	0	0	0	2	1	59.692034	2020-01-02T23:00:00
Wind	196	2020-01-02T23:00	0	0	0	0	96	0	0	96	6.2	85	3.8	1,005.1	0.15	4.3	66	7.2	153	14	0	0	0	2	1	59.692034	2020-01-02T23:00:00
Solar	1416	2020-01-03T00:00	0	0	0	0	100	0	0	100	6.9	81	3.8	1,005.2	0.19	3.4	58	5	150	9.4	0	0	0	3	1	59.601641	2020-01-03T00:00:00
Wind	149	2020-01-03T00:00	0	0	0	0	100	0	0	100	6.9	81	3.8	1,005.2	0.19	3.4	58	5	150	9.4	0	0	0	3	1	59.601641	2020-01-03T00:00:00
Solar	51	2020-01-03T01:00	0	0	0	0	100	0	0	100	5.8	86	3.6	1,005.2	0.13	4	63	5.7	125	11.2	0	0	0	3	1	59.601641	2020-01-03T01:00:00
Wind	167	2020-01-03T01:00	0	0	0	0	100	0	0	100	5.8	86	3.6	1,005.2	0.13	4	63	5.7	125	11.2	0	0	0	3	1	59.601641	2020-01-03T01:00:00

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