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energy-forecasting-files

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train · 133k rows

date stringdate 2011-01-09 00:00:00 2018-08-03 00:00:00	consumption_MW int64 72.4k 238k	temperature_c float64 -25.65 39.5	hour_sin float64 -1 1	hour_cos float64 -1 1	month_sin float64 -1 1	month_cos float64 -1 1	weekday_sin float64 -0.97 0.97	weekday_cos float64 -0.9 1	rolling_mean_6h float64 73.9k 235k	consumption_last_hour float64 72.4k 238k	consumption_yesterday float64 72.4k 238k	consumption_last_week float64 72.4k 238k
2011-01-09 00:00:00	120,110	-6.75	0	1	0.5	0.866025	-0.781831	0.62349	128,378.333333	126,070	127,240	117,780
2011-01-09 01:00:00	114,690	-7.25	0.258819	0.965926	0.5	0.866025	-0.781831	0.62349	125,473.333333	120,110	120,440	111,990
2011-01-09 02:00:00	109,360	-7.85	0.5	0.866025	0.5	0.866025	-0.781831	0.62349	121,706.666667	114,690	114,940	106,820
2011-01-09 03:00:00	106,340	-8.08	0.707107	0.707107	0.5	0.866025	-0.781831	0.62349	117,590	109,360	112,180	103,760
2011-01-09 04:00:00	105,310	-8.95	0.866025	0.5	0.5	0.866025	-0.781831	0.62349	113,646.666667	106,340	110,350	102,470
2011-01-09 05:00:00	104,780	-9.45	0.965926	0.258819	0.5	0.866025	-0.781831	0.62349	110,098.333333	105,310	109,890	101,610
2011-01-09 06:00:00	104,990	-9.45	1	0	0.5	0.866025	-0.781831	0.62349	107,578.333333	104,780	110,250	102,200
2011-01-09 07:00:00	106,700	-10.05	0.965926	-0.258819	0.5	0.866025	-0.781831	0.62349	106,246.666667	104,990	113,260	103,460
2011-01-09 08:00:00	109,550	-10.65	0.866025	-0.5	0.5	0.866025	-0.781831	0.62349	106,278.333333	106,700	117,570	106,510
2011-01-09 09:00:00	110,530	-10.63	0.707107	-0.707107	0.5	0.866025	-0.781831	0.62349	106,976.666667	109,550	119,910	107,100
2011-01-09 10:00:00	111,130	-10.65	0.5	-0.866025	0.5	0.866025	-0.781831	0.62349	107,946.666667	110,530	121,640	108,340
2011-01-09 11:00:00	111,790	-11.75	0.258819	-0.965926	0.5	0.866025	-0.781831	0.62349	109,115	111,130	123,150	109,450
2011-01-09 12:00:00	111,540	-11.75	0	-1	0.5	0.866025	-0.781831	0.62349	110,206.666667	111,790	123,760	110,780
2011-01-09 13:00:00	111,160	-11.15	-0.258819	-0.965926	0.5	0.866025	-0.781831	0.62349	110,950	111,540	123,080	111,270
2011-01-09 14:00:00	110,280	-8.35	-0.5	-0.866025	0.5	0.866025	-0.781831	0.62349	111,071.666667	111,160	121,510	111,410
2011-01-09 15:00:00	109,590	-7.78	-0.707107	-0.707107	0.5	0.866025	-0.781831	0.62349	110,915	110,280	119,190	110,570
2011-01-09 16:00:00	108,800	-3.95	-0.866025	-0.5	0.5	0.866025	-0.781831	0.62349	110,526.666667	109,590	117,170	109,730
2011-01-09 17:00:00	111,050	-2.25	-0.965926	-0.258819	0.5	0.866025	-0.781831	0.62349	110,403.333333	108,800	117,500	110,740
2011-01-09 18:00:00	117,720	-1.75	-1	-0	0.5	0.866025	-0.781831	0.62349	111,433.333333	111,050	123,160	119,290
2011-01-09 19:00:00	126,710	-1.75	-0.965926	0.258819	0.5	0.866025	-0.781831	0.62349	114,025	117,720	132,120	128,410
2011-01-09 20:00:00	127,160	-1.15	-0.866025	0.5	0.5	0.866025	-0.781831	0.62349	116,838.333333	126,710	131,960	129,560
2011-01-09 21:00:00	126,190	-1.43	-0.707107	0.707107	0.5	0.866025	-0.781831	0.62349	119,605	127,160	131,040	128,490
2011-01-09 22:00:00	123,680	-2.85	-0.5	0.866025	0.5	0.866025	-0.781831	0.62349	122,085	126,190	128,970	126,890
2011-01-09 23:00:00	119,750	-3.35	-0.258819	0.965926	0.5	0.866025	-0.781831	0.62349	123,535	123,680	126,070	122,740
2011-01-10 00:00:00	113,820	-3.35	0	1	0.5	0.866025	0	1	122,885	119,750	120,110	116,620
2011-01-10 01:00:00	108,170	-3.95	0.258819	0.965926	0.5	0.866025	0	1	119,795	113,820	114,690	108,970
2011-01-10 02:00:00	104,620	-4.45	0.5	0.866025	0.5	0.866025	0	1	116,038.333333	108,170	109,360	104,940
2011-01-10 03:00:00	102,740	-4.43	0.707107	0.707107	0.5	0.866025	0	1	112,130	104,620	106,340	102,790
2011-01-10 04:00:00	102,020	-5.05	0.866025	0.5	0.5	0.866025	0	1	108,520	102,740	105,310	101,650
2011-01-10 05:00:00	102,850	-5.05	0.965926	0.258819	0.5	0.866025	0	1	105,703.333333	102,020	104,780	101,990
2011-01-10 06:00:00	106,060	-4.45	1	0	0.5	0.866025	0	1	104,410	102,850	104,990	104,400
2011-01-10 07:00:00	113,690	-4.45	0.965926	-0.258819	0.5	0.866025	0	1	105,330	106,060	106,700	110,960
2011-01-10 08:00:00	125,740	-5.05	0.866025	-0.5	0.5	0.866025	0	1	108,850	113,690	109,550	121,250
2011-01-10 09:00:00	133,210	-5.58	0.707107	-0.707107	0.5	0.866025	0	1	113,928.333333	125,740	110,530	126,870
2011-01-10 10:00:00	132,080	-6.15	0.5	-0.866025	0.5	0.866025	0	1	118,938.333333	133,210	111,130	126,820
2011-01-10 11:00:00	131,590	-5.65	0.258819	-0.965926	0.5	0.866025	0	1	123,728.333333	132,080	111,790	127,070
2011-01-10 12:00:00	130,890	-6.15	0	-1	0.5	0.866025	0	1	127,866.666667	131,590	111,540	126,620
2011-01-10 13:00:00	130,360	-5.65	-0.258819	-0.965926	0.5	0.866025	0	1	130,645	130,890	111,160	125,730
2011-01-10 14:00:00	129,090	-3.95	-0.5	-0.866025	0.5	0.866025	0	1	131,203.333333	130,360	110,280	125,140
2011-01-10 15:00:00	129,010	-3.08	-0.707107	-0.707107	0.5	0.866025	0	1	130,503.333333	129,090	109,590	124,630
2011-01-10 16:00:00	128,710	-1.15	-0.866025	-0.5	0.5	0.866025	0	1	129,941.666667	129,010	108,800	125,000
2011-01-10 17:00:00	130,110	0.05	-0.965926	-0.258819	0.5	0.866025	0	1	129,695	128,710	111,050	125,940
2011-01-10 18:00:00	136,200	0.05	-1	-0	0.5	0.866025	0	1	130,580	130,110	117,720	132,060
2011-01-10 19:00:00	141,970	0.05	-0.965926	0.258819	0.5	0.866025	0	1	132,515	136,200	126,710	138,730
2011-01-10 20:00:00	140,180	-1.15	-0.866025	0.5	0.5	0.866025	0	1	134,363.333333	141,970	127,160	137,120
2011-01-10 21:00:00	138,180	-1.43	-0.707107	0.707107	0.5	0.866025	0	1	135,891.666667	140,180	126,190	135,050
2011-01-10 22:00:00	134,820	-1.75	-0.5	0.866025	0.5	0.866025	0	1	136,910	138,180	123,680	131,750
2011-01-10 23:00:00	129,490	-1.75	-0.258819	0.965926	0.5	0.866025	0	1	136,806.666667	134,820	119,750	126,130
2011-01-11 00:00:00	120,730	-2.25	0	1	0.5	0.866025	0.781831	0.62349	134,228.333333	129,490	113,820	117,630
2011-01-11 01:00:00	112,630	-2.25	0.258819	0.965926	0.5	0.866025	0.781831	0.62349	129,338.333333	120,730	108,170	109,410
2011-01-11 02:00:00	107,470	-2.25	0.5	0.866025	0.5	0.866025	0.781831	0.62349	123,886.666667	112,630	104,620	104,260
2011-01-11 03:00:00	104,570	-2.53	0.707107	0.707107	0.5	0.866025	0.781831	0.62349	118,285	107,470	102,740	101,710
2011-01-11 04:00:00	103,200	-2.85	0.866025	0.5	0.5	0.866025	0.781831	0.62349	113,015	104,570	102,020	100,440
2011-01-11 05:00:00	103,390	-2.85	0.965926	0.258819	0.5	0.866025	0.781831	0.62349	108,665	103,200	102,850	100,650
2011-01-11 06:00:00	106,300	-3.35	1	0	0.5	0.866025	0.781831	0.62349	106,260	103,390	106,060	103,700
2011-01-11 07:00:00	113,590	-3.35	0.965926	-0.258819	0.5	0.866025	0.781831	0.62349	106,420	106,300	113,690	110,630
2011-01-11 08:00:00	125,370	-3.35	0.866025	-0.5	0.5	0.866025	0.781831	0.62349	109,403.333333	113,590	125,740	123,410
2011-01-11 09:00:00	132,010	-3.33	0.707107	-0.707107	0.5	0.866025	0.781831	0.62349	113,976.666667	125,370	133,210	130,400
2011-01-11 10:00:00	132,790	-4.18	0.5	-0.866025	0.5	0.866025	0.781831	0.62349	118,908.333333	132,010	132,080	131,140
2011-01-11 11:00:00	133,800	-5.05	0.258819	-0.965926	0.5	0.866025	0.781831	0.62349	123,976.666667	132,790	131,590	131,940
2011-01-11 12:00:00	134,680	-4.52	0	-1	0.5	0.866025	0.781831	0.62349	128,706.666667	133,800	130,890	132,570
2011-01-11 13:00:00	133,690	-4.18	-0.258819	-0.965926	0.5	0.866025	0.781831	0.62349	132,056.666667	134,680	130,360	132,230
2011-01-11 14:00:00	133,170	-4.02	-0.5	-0.866025	0.5	0.866025	0.781831	0.62349	133,356.666667	133,690	129,090	131,730
2011-01-11 15:00:00	132,950	-3.99	-0.707107	-0.707107	0.5	0.866025	0.781831	0.62349	133,513.333333	133,170	129,010	131,440
2011-01-11 16:00:00	132,260	-4.03	-0.866025	-0.5	0.5	0.866025	0.781831	0.62349	133,425	132,950	128,710	130,490
2011-01-11 17:00:00	132,560	-4.02	-0.965926	-0.258819	0.5	0.866025	0.781831	0.62349	133,218.333333	132,260	130,110	130,700
2011-01-11 18:00:00	136,990	-3.35	-1	-0	0.5	0.866025	0.781831	0.62349	133,603.333333	132,560	136,200	137,050
2011-01-11 19:00:00	144,020	-3.15	-0.965926	0.258819	0.5	0.866025	0.781831	0.62349	135,325	136,990	141,970	145,270
2011-01-11 20:00:00	142,780	-2.95	-0.866025	0.5	0.5	0.866025	0.781831	0.62349	136,926.666667	144,020	140,180	144,660
2011-01-11 21:00:00	140,430	-2.9	-0.707107	0.707107	0.5	0.866025	0.781831	0.62349	138,173.333333	142,780	138,180	143,120
2011-01-11 22:00:00	137,390	-3.11	-0.5	0.866025	0.5	0.866025	0.781831	0.62349	139,028.333333	140,430	134,820	140,380
2011-01-11 23:00:00	131,410	-3.11	-0.258819	0.965926	0.5	0.866025	0.781831	0.62349	138,836.666667	137,390	129,490	134,980
2011-01-12 00:00:00	122,750	-3.35	0	1	0.5	0.866025	0.974928	-0.222521	136,463.333333	131,410	120,730	126,000
2011-01-12 01:00:00	115,100	-3.95	0.258819	0.965926	0.5	0.866025	0.974928	-0.222521	131,643.333333	122,750	112,630	118,290
2011-01-12 02:00:00	110,430	-3.95	0.5	0.866025	0.5	0.866025	0.974928	-0.222521	126,251.666667	115,100	107,470	113,240
2011-01-12 03:00:00	107,360	-3.99	0.707107	0.707107	0.5	0.866025	0.974928	-0.222521	120,740	110,430	104,570	110,620
2011-01-12 04:00:00	105,930	-4.45	0.866025	0.5	0.5	0.866025	0.974928	-0.222521	115,496.666667	107,360	103,200	109,080
2011-01-12 05:00:00	105,890	-3.95	0.965926	0.258819	0.5	0.866025	0.974928	-0.222521	111,243.333333	105,930	103,390	109,300
2011-01-12 06:00:00	108,530	-4.45	1	0	0.5	0.866025	0.974928	-0.222521	108,873.333333	105,890	106,300	111,940
2011-01-12 07:00:00	115,510	-4.45	0.965926	-0.258819	0.5	0.866025	0.974928	-0.222521	108,941.666667	108,530	113,590	118,680
2011-01-12 08:00:00	127,260	-5.05	0.866025	-0.5	0.5	0.866025	0.974928	-0.222521	111,746.666667	115,510	125,370	130,120
2011-01-12 09:00:00	133,110	-5.03	0.707107	-0.707107	0.5	0.866025	0.974928	-0.222521	116,038.333333	127,260	132,010	135,800
2011-01-12 10:00:00	133,640	-5.65	0.5	-0.866025	0.5	0.866025	0.974928	-0.222521	120,656.666667	133,110	132,790	135,790
2011-01-12 11:00:00	133,180	-5.65	0.258819	-0.965926	0.5	0.866025	0.974928	-0.222521	125,205	133,640	133,800	135,610
2011-01-12 12:00:00	132,930	-5.05	0	-1	0.5	0.866025	0.974928	-0.222521	129,271.666667	133,180	134,680	135,840
2011-01-12 13:00:00	131,350	-5.05	-0.258819	-0.965926	0.5	0.866025	0.974928	-0.222521	131,911.666667	132,930	133,690	135,300
2011-01-12 14:00:00	130,830	-4.45	-0.5	-0.866025	0.5	0.866025	0.974928	-0.222521	132,506.666667	131,350	133,170	134,420
2011-01-12 15:00:00	131,320	-4.18	-0.707107	-0.707107	0.5	0.866025	0.974928	-0.222521	132,208.333333	130,830	132,950	133,740
2011-01-12 16:00:00	131,540	-2.85	-0.866025	-0.5	0.5	0.866025	0.974928	-0.222521	131,858.333333	131,320	132,260	132,440
2011-01-12 17:00:00	131,890	-2.25	-0.965926	-0.258819	0.5	0.866025	0.974928	-0.222521	131,643.333333	131,540	132,560	132,650
2011-01-12 18:00:00	136,150	-2.15	-1	-0	0.5	0.866025	0.974928	-0.222521	132,180	131,890	136,990	138,260
2011-01-12 19:00:00	142,720	-2.25	-0.965926	0.258819	0.5	0.866025	0.974928	-0.222521	134,075	136,150	144,020	143,350
2011-01-12 20:00:00	141,290	-2.25	-0.866025	0.5	0.5	0.866025	0.974928	-0.222521	135,818.333333	142,720	142,780	141,220
2011-01-12 21:00:00	139,210	-2.17	-0.707107	0.707107	0.5	0.866025	0.974928	-0.222521	137,133.333333	141,290	140,430	138,610
2011-01-12 22:00:00	136,060	-2.85	-0.5	0.866025	0.5	0.866025	0.974928	-0.222521	137,886.666667	139,210	137,390	135,260
2011-01-12 23:00:00	130,480	-2.95	-0.258819	0.965926	0.5	0.866025	0.974928	-0.222521	137,651.666667	136,060	131,410	129,680
2011-01-13 00:00:00	121,490	-2.95	0	1	0.5	0.866025	0.433884	-0.900969	135,208.333333	130,480	122,750	120,620
2011-01-13 01:00:00	113,480	-3.35	0.258819	0.965926	0.5	0.866025	0.433884	-0.900969	130,335	121,490	115,100	112,680
2011-01-13 02:00:00	108,480	-3.35	0.5	0.866025	0.5	0.866025	0.433884	-0.900969	124,866.666667	113,480	110,430	107,360
2011-01-13 03:00:00	105,740	-3.33	0.707107	0.707107	0.5	0.866025	0.433884	-0.900969	119,288.333333	108,480	107,360	104,180

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