Datasets:

naabiil
/

power_consumption

DateTime stringlengths 13 16	Temperature float64 3.25 39.8	Humidity float64 11.3 94.8	Wind Speed float64 0.05 6.48	general diffuse flows float64 0 1.16k	diffuse flows float64 0.01 936	Zone 1 Power Consumption float64 13.9k 52.2k	Zone 2 Power Consumption float64 8.56k 37.4k	Zone 3 Power Consumption float64 5.94k 47.6k	Temperature_Category stringclasses 4 values
7/6/2017 17:40	30.17	52.03	4.926	432.1	110.4	35,567.84053	22,993.67089	25,299.41423	Hot
9/8/2017 6:20	19.37	90.6	0.307	0.073	0.13	24,352.56637	15,200.8316	10,937.52809	Mild
7/9/2017 19:50	29.97	33.98	4.916	70.7	72.5	41,857.27575	28,765.82278	38,801.67364	Warm
3/9/2017 3:00	12.34	85.3	0.076	0.055	0.163	23,272.85106	13,547.56098	14,533.54839	Mild
1/14/2017 17:30	18.1	62.42	0.089	73.8	83.3	35,775.18987	21,793.31307	22,108.91566	Mild
9/17/2017 0:00	17.37	61.39	4.923	0.055	0.1	32,227.9646	17,479.83368	16,138.5904	Mild
4/11/2017 8:50	15.43	78.5	0.072	124.7	116.5	29,240.21529	17,545.41752	15,133.09091	Mild
2/11/2017 6:00	11.94	77.1	4.919	0.033	0.148	24,077.28814	14,731.91489	14,495.51759	Mild
5/4/2017 17:50	21.98	46.88	0.083	356	383.4	35,063.60656	21,061.30031	17,717.24696	Warm
12/27/2017 15:20	16.27	52.1	0.081	168.8	170	32,486.69202	27,582.69408	10,596.87875	Mild
10/3/2017 4:00	19.64	60.55	4.929	0.11	0.078	26,159.47484	15,423.23651	11,572.5228	Mild
2/27/2017 11:40	15.97	59.58	0.083	618.8	80	33,821.69492	21,169.60486	16,018.01005	Mild
10/28/2017 13:40	20.84	64.54	4.921	593.1	62.34	31,472.03501	26,634.0249	12,214.46809	Warm
6/21/2017 20:00	26.65	36.99	4.919	63.29	70.9	45,113.64238	27,250.72765	28,752.73846	Warm
5/16/2017 19:50	20.22	64.75	4.919	22.89	20.94	46,205.90164	27,934.36533	26,438.8664	Warm
6/22/2017 5:20	18.16	63.41	4.916	0.044	0.115	24,044.50331	15,215.80042	13,168.24615	Mild
3/31/2017 1:20	17.02	81.2	0.079	0.051	0.145	24,755.74468	14,571.95122	15,096.77419	Mild
9/29/2017 10:00	19.89	82.7	4.915	485.1	74.7	35,713.27434	24,271.93347	9,496.057201	Mild
2/15/2017 18:40	14.29	74.2	0.082	9.01	9.12	42,010.16949	27,279.02736	24,689.84925	Mild
5/27/2017 10:50	20.86	78.4	4.925	731	378	31,500.59016	20,073.06502	14,942.18623	Warm
2/6/2017 19:50	9.95	49.95	0.089	0.055	0.078	41,442.71186	24,733.1307	24,915.61809	Cold
7/1/2017 0:20	21.03	70.5	4.918	0.091	0.096	34,751.36213	23,016.4557	27,372.05021	Warm
3/17/2017 11:30	13.61	74	0.075	247.3	236.7	35,564.93617	22,536.58537	16,455.48387	Mild
3/24/2017 13:40	15.79	60.03	0.084	827	216.4	31,998.6383	21,676.82927	15,909.67742	Mild
6/27/2017 1:30	20.88	89.3	4.916	0.069	0.126	28,971.65563	17,973.80457	22,201.10769	Warm
10/14/2017 15:40	22.63	70	0.094	350.7	91.8	34,465.47046	21,775.51867	13,019.81763	Warm
11/19/2017 22:50	15.31	68.05	0.082	0.04	0.085	30,824.61538	25,170.24793	13,966.26506	Mild
9/13/2017 2:20	21.17	61.82	0.273	0.08	0.096	27,901.59292	16,854.88565	13,761.63432	Warm
4/11/2017 8:10	15.29	78.5	0.071	124.2	110.9	26,140.10764	16,548.26884	13,399.27273	Mild
8/8/2017 1:40	26.08	86.6	4.909	0.11	0.141	33,549.92231	23,983.52693	25,140.56426	Warm
12/25/2017 15:40	18.16	47.24	0.078	310.4	63.51	31,738.40304	26,603.25253	9,795.918367	Mild
4/10/2017 9:10	15.04	84.4	0.076	132.6	125.4	30,362.45425	18,230.95723	15,284.36364	Mild
5/3/2017 22:30	20.92	66.75	0.077	0.055	0.178	37,292.06557	23,052.63158	22,870.93117	Warm
1/8/2017 7:20	13.66	69.15	0.086	0.037	0.156	19,692.1519	11,981.76292	11,895.90361	Mild
1/14/2017 18:40	16.59	64.85	0.076	0.534	0.63	42,215.6962	25,779.93921	25,734.93976	Mild
8/11/2017 16:40	35.4	19.74	4.903	502.1	149	37,890.69922	27,241.39388	26,717.49216	Hot
4/12/2017 12:30	16.83	82.5	0.079	306.9	278.4	35,533.4338	20,316.90428	19,130.18182	Mild
6/20/2017 20:20	23.47	71.8	0.071	13.59	11.58	47,758.4106	27,089.81289	29,189.90769	Warm
3/18/2017 16:20	11.53	88.3	0.083	62.15	57.49	31,581.95745	18,782.92683	16,229.03226	Mild
6/7/2017 2:40	19.92	89.1	0.068	0.037	0.185	38,756.02649	23,766.73597	23,288.12308	Mild
2/23/2017 17:40	15.55	71.2	4.913	66.48	66.64	34,627.11864	21,377.5076	17,048.44221	Mild
9/12/2017 19:00	23.51	50.15	0.271	46.78	49.95	46,819.11504	28,444.49064	21,527.92646	Warm
2/14/2017 20:30	15.39	63.49	0.081	0.04	0.126	38,355.25424	29,354.40729	25,720.28141	Mild
5/1/2017 12:10	25	41.37	0.074	871	54.92	32,633.70492	19,292.87926	18,311.90283	Warm
7/2/2017 1:00	22.14	70.8	4.919	0.121	0.059	32,416.74419	20,874.68354	26,154.97908	Warm
5/5/2017 13:30	25.84	33.53	4.922	890	51.68	34,748.85246	23,093.49845	17,169.23077	Warm
6/5/2017 12:40	23.64	67.56	0.07	825	376.9	36,034.96689	20,357.58836	17,539.93846	Warm
1/28/2017 9:30	12.06	52.72	0.085	175.9	30.44	28,684.55696	17,620.66869	13,648.19277	Mild
11/14/2017 3:10	18.75	73.6	0.07	0.066	0.089	21,950.76923	17,010.7438	11,439.03614	Mild
1/7/2017 12:40	14.86	66.21	0.083	345.1	96.7	33,946.32911	21,738.60182	17,349.39759	Mild
4/7/2017 4:40	13.7	84.2	4.926	0.062	0.122	24,937.26588	13,787.78004	16,448	Mild
12/29/2017 8:10	11.1	52.64	0.078	0.908	0.901	23,105.70342	19,345.8116	7,197.118848	Mild
4/24/2017 11:40	19.89	59.07	0.089	580.4	317.7	36,116.25404	21,233.40122	18,030.54545	Mild
8/22/2017 2:20	23.57	53.98	4.922	0.091	0.1	29,305.03885	19,189.86272	20,265.32915	Warm
11/17/2017 20:10	15.77	82.8	0.073	0.037	0.13	37,323.07692	31,169.00826	21,866.0241	Mild
8/18/2017 2:40	21.85	71.2	0.072	0.073	0.163	30,308.72364	20,448.15206	21,270.47022	Warm
4/24/2017 22:40	17.09	74.4	0.082	0.022	0.145	35,502.43272	20,393.89002	23,621.81818	Mild
8/15/2017 12:00	28.36	42.11	4.903	801	33.68	42,135.58269	28,168.95459	26,621.19122	Warm
10/11/2017 22:50	19.56	75.8	0.072	0.08	0.1	35,347.74617	21,151.86722	15,424.19453	Mild
3/30/2017 10:40	21	56.36	4.915	640.1	38.43	34,216.85106	20,268.29268	16,844.51613	Warm
11/4/2017 4:40	14.11	88	0.081	0.051	0.133	22,313.84615	18,092.97521	10,727.71084	Mild
8/24/2017 9:50	23.42	60.52	4.912	554	36.58	36,548.1909	23,694.61457	21,222.31975	Warm
8/4/2017 19:30	26.36	77.9	4.902	59.86	45.76	46,987.79134	33,437.80359	37,587.46082	Warm
9/10/2017 22:20	21.73	86.8	0.294	0.058	0.119	40,320	26,595.842	16,597.50766	Warm
4/15/2017 8:00	16.43	71.1	0.088	94.1	83.5	25,185.27449	15,320.16293	13,102.54545	Mild
2/16/2017 8:30	14.32	60.48	0.083	68.05	68.38	27,225.76271	16,858.35866	12,168.36181	Mild
12/11/2017 15:40	16.4	67.58	0.077	273.5	115.1	31,659.31559	25,774.77754	11,432.41297	Mild
6/8/2017 16:20	24.73	56.51	0.071	453.2	168.5	35,272.05298	22,015.38462	18,626.95385	Warm
9/15/2017 7:40	20.02	59.12	0.292	102.3	95.1	27,869.73451	17,835.34304	10,602.16547	Warm
12/18/2017 23:00	13.28	84.9	0.083	0.048	0.13	31,263.87833	26,842.58975	12,849.93998	Mild
9/17/2017 9:10	16.78	68.03	4.918	370.4	37.4	28,277.52212	15,111.01871	12,920.28601	Mild
12/9/2017 5:20	6.747	86.2	0.082	0.066	0.163	21,335.36122	17,184.4124	9,778.631453	Cold
9/23/2017 12:50	25.18	56.69	4.925	726	99	37,369.9115	21,555.09356	15,038.36568	Warm
2/23/2017 18:50	14.68	72.3	4.916	10.76	10.88	44,469.15254	26,906.99088	25,546.61307	Mild
9/9/2017 8:30	21.7	84.2	0.271	110.6	83.2	28,118.23009	17,101.8711	12,514.32074	Warm
12/16/2017 19:10	15.35	75.5	0.08	0.055	0.111	38,454.75285	31,625.65204	15,587.03481	Mild
8/15/2017 21:20	23.49	60.19	4.911	0.077	0.111	48,899.26748	33,300.95037	37,551.34796	Warm
12/6/2017 20:10	11.84	61.78	0.087	0.04	0.13	38,941.44487	33,437.25069	16,693.39736	Mild
9/8/2017 14:40	26.22	65.42	0.257	711	79.6	36,229.38053	22,569.23077	16,226.84372	Warm
2/23/2017 12:10	17.53	54.44	0.081	693.6	743	38,105.08475	19,389.66565	16,417.44724	Mild
9/9/2017 13:30	25.84	66.26	0.262	759	69.13	36,745.48673	22,281.08108	16,050.33708	Warm
9/6/2017 18:10	24.5	77.8	0.311	139.9	88	33,884.60177	20,918.91892	17,262.34934	Warm
12/12/2017 19:30	19.27	30.07	0.086	0.062	0.145	39,355.13308	33,304.69469	15,771.42857	Mild
4/3/2017 18:00	15.58	83.2	0.075	54.42	48.92	33,047.14747	18,179.6334	19,060.36364	Mild
5/24/2017 21:00	18.25	76.8	4.92	0.037	0.104	46,671.7377	28,246.43963	26,427.20648	Mild
5/21/2017 8:40	19.15	73.8	0.07	176	155.4	27,131.80328	12,928.79257	14,009.39271	Mild
6/21/2017 20:10	26.25	37.73	4.917	38.5	41.12	46,029.13907	27,808.31601	29,272.61538	Warm
11/6/2017 1:50	18.94	77.8	0.068	0.051	0.089	23,027.69231	16,940.08264	10,519.51807	Mild
1/24/2017 13:10	14.74	33.39	0.089	559.4	617.6	32,749.36709	20,327.05167	18,789.39759	Mild
10/8/2017 6:50	13.71	75.4	4.917	0.059	0.104	22,302.66958	11,718.6722	8,660.425532	Mild
12/21/2017 2:00	16.35	70.2	0.071	0.04	0.104	22,278.327	17,887.69561	9,865.066026	Mild
8/8/2017 15:50	28.65	76.2	4.903	639.2	272.6	38,619.48946	29,655.33263	29,359.74922	Warm
7/30/2017 10:50	28.28	53.86	4.907	712	168.3	36,154.68439	24,262.02532	26,715.31381	Warm
4/19/2017 13:10	19.35	59.34	0.072	874	52.48	36,283.65985	21,347.04684	19,415.27273	Mild
1/11/2017 13:30	18.5	47.35	0.084	414.6	162.1	33,764.05063	19,940.42553	17,060.24096	Mild
1/22/2017 8:40	11.92	67.81	0.082	9.6	9.77	23,125.06329	10,759.87842	11,809.15663	Mild
7/18/2017 9:20	28.06	40.02	4.922	536	60.73	35,338.20598	24,964.55696	25,775.39749	Warm
12/14/2017 6:00	11.48	68.59	0.084	0.059	0.07	22,673.76426	18,708.80638	9,208.163265	Mild
11/21/2017 1:10	14	56.57	0.086	0.033	0.078	23,864.61538	19,015.28926	10,617.83133	Mild
1/29/2017 2:30	11.61	73	4.913	0.095	0.115	22,298.73418	13,272.94833	15,313.73494	Mild

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Power Consumption of Tetouan City

Donated on: 8/13/2023

This dataset is related to power consumption of three different distribution networks of Tetouan city, which is located in north Morocco.

Dataset Characteristics

Type: Multivariate, Time-Series
Subject Area: Social Science
Associated Tasks: Regression
Feature Type: Real, Integer
# Instances: 52417
# Features: 6

Dataset Information

Has Missing Values? No

Downloads last month: 79

Size of downloaded dataset files:

4.46 MB

Size of the auto-converted Parquet files:

3.03 MB

Number of rows:

52,416