Datasets:

Jainam03
/

RESCAST-100k

Time timestamp[ns]date 2007-01-01 00:15:00 2008-01-01 00:00:00	Fuel Use: Electricity: Total float64 0 17.5	End Use: Electricity: Heating float64 0 12.4 ⌀	End Use: Electricity: Cooling float64 0 3.29 ⌀	Temperature: Conditioned Space float64 -44.99 171	Temperature: Heating Setpoint float64 43 80	Temperature: Cooling Setpoint float64 55 89 ⌀	Weather: Drybulb Temperature float64 -50.8 133	Weather: Wetbulb Temperature float64 -50.82 98.1	Weather: Relative Humidity float64 0 100	Weather: Wind Speed float64 0 175	Weather: Diffuse Solar Radiation float64 0 226	Weather: Direct Solar Radiation float64 0 347	building_id int64 1 5.63k	building_id_str stringlengths 1 4
2007-01-01T00:15:00	1.33	1.238	0.012	67	67	72	29.75	29.482	97.25	13.31	0	0	1	1
2007-01-01T00:30:00	1.376	1.283	0.012	67	67	72	29.48	28.947	94.5	12.751	0	0	1	1
2007-01-01T00:45:00	1.4	1.306	0.012	67	67	72	29.21	28.414	91.75	12.191	0	0	1	1
2007-01-01T01:00:00	1.41	1.316	0.012	67	67	72	28.94	27.883	89	11.632	0	0	1	1
2007-01-01T01:15:00	1.409	1.315	0.012	67	67	72	28.445	27.475	89.75	10.458	0	0	1	1
2007-01-01T01:30:00	1.407	1.313	0.012	67	67	72	27.95	27.064	90.5	9.283	0	0	1	1
2007-01-01T01:45:00	1.405	1.311	0.012	67	67	72	27.455	26.651	91.25	8.109	0	0	1	1
2007-01-01T02:00:00	1.407	1.313	0.012	67	67	72	26.96	26.237	92	6.935	0	0	1	1
2007-01-01T02:15:00	1.41	1.316	0.012	67	67	72	26.735	26.107	93	6.655	0	0	1	1
2007-01-01T02:30:00	1.415	1.321	0.012	67	67	72	26.51	25.975	94	6.375	0	0	1	1
2007-01-01T02:45:00	1.419	1.325	0.012	67	67	72	26.285	25.843	95	6.096	0	0	1	1
2007-01-01T03:00:00	1.424	1.33	0.012	67	67	72	26.06	25.709	96	5.816	0	0	1	1
2007-01-01T03:15:00	1.433	1.339	0.012	67	67	72	25.79	25.442	96	6.096	0	0	1	1
2007-01-01T03:30:00	1.444	1.35	0.012	67	67	72	25.52	25.175	96	6.375	0	0	1	1
2007-01-01T03:45:00	1.456	1.361	0.012	67	67	72	25.25	24.907	96	6.655	0	0	1	1
2007-01-01T04:00:00	1.468	1.373	0.012	67	67	72	24.98	24.64	96	6.935	0	0	1	1
2007-01-01T04:15:00	1.472	1.378	0.012	67	67	72	24.98	24.725	97	6.935	0	0	1	1
2007-01-01T04:30:00	1.474	1.379	0.012	67	67	72	24.98	24.81	98	6.935	0	0	1	1
2007-01-01T04:45:00	1.475	1.38	0.012	67	67	72	24.98	24.895	99	6.935	0	0	1	1
2007-01-01T05:00:00	1.582	1.313	0.012	67	67	72	24.98	24.98	100	6.935	0	0	1	1
2007-01-01T05:15:00	1.563	1.263	0.012	67	67	72	24.98	24.895	99	6.655	0	0	1	1
2007-01-01T05:30:00	1.534	1.235	0.012	67	67	72	24.98	24.81	98	6.375	0	0	1	1
2007-01-01T05:45:00	1.419	1.281	0.012	67	67	72	24.98	24.725	97	6.096	0	0	1	1
2007-01-01T06:00:00	1.419	1.32	0.012	67	67	72	24.98	24.64	96	5.816	0	0	1	1
2007-01-01T06:15:00	2.005	1.874	0.012	69.43	70	72	25.25	24.908	96	6.096	0	0	1	1
2007-01-01T06:30:00	2.104	1.97	0.012	69.895	70	72	25.52	25.175	96	6.375	0	0	1	1
2007-01-01T06:45:00	2.132	1.997	0.012	69.98	70	72	25.79	25.442	96	6.655	0	0	1	1
2007-01-01T07:00:00	2.073	1.94	0.012	69.996	70	72	26.06	25.709	96	6.935	0	0	1	1
2007-01-01T07:15:00	1.97	1.835	0.012	69.999	70	72	26.285	26.021	97	8.109	0	0	1	1
2007-01-01T07:30:00	1.917	1.783	0.012	70	70	72	26.51	26.333	98	9.283	0	0	1	1
2007-01-01T07:45:00	1.894	1.761	0.012	70	70	72	26.735	26.646	99	10.458	0	0	1	1
2007-01-01T08:00:00	1.888	1.755	0.012	70	70	72	26.96	26.96	100	11.632	0	0	1	1
2007-01-01T08:15:00	1.87	1.75	0.012	70	70	72	26.96	26.96	100	11.017	8.083	5.706	1	1
2007-01-01T08:30:00	1.853	1.734	0.012	70	70	72	26.96	26.96	100	10.402	10.778	7.608	1	1
2007-01-01T08:45:00	1.833	1.714	0.012	70	70	72	26.96	26.96	100	9.787	13.552	6.815	1	1
2007-01-01T09:00:00	1.813	1.695	0.012	70	70	72	26.96	26.96	100	9.171	16.325	6.023	1	1
2007-01-01T09:15:00	1.795	1.678	0.012	70	70	72	27.23	27.23	100	9.171	19.099	5.23	1	1
2007-01-01T09:30:00	1.78	1.663	0.012	70	70	72	27.5	27.5	100	9.171	21.873	4.438	1	1
2007-01-01T09:45:00	1.769	1.652	0.012	70	70	72	27.77	27.77	100	9.171	28.054	13.314	1	1
2007-01-01T10:00:00	1.752	1.635	0.012	70	70	72	28.04	28.04	100	9.171	34.236	22.19	1	1
2007-01-01T10:15:00	1.732	1.617	0.012	70	70	72	28.04	28.04	100	8.892	40.417	31.066	1	1
2007-01-01T10:30:00	1.705	1.59	0.012	70	70	72	28.04	28.04	100	8.612	46.599	39.942	1	1
2007-01-01T10:45:00	1.693	1.578	0.012	70	70	72	28.04	28.04	100	8.333	49.531	35.187	1	1
2007-01-01T11:00:00	1.677	1.563	0.012	70	70	72	28.04	28.04	100	8.053	52.463	30.432	1	1
2007-01-01T11:15:00	1.661	1.547	0.012	70	70	72	28.265	28.172	99	7.773	55.395	25.677	1	1
2007-01-01T11:30:00	1.652	1.539	0.012	70	70	72	28.49	28.302	98	7.494	58.328	20.922	1	1
2007-01-01T11:45:00	1.635	1.522	0.012	70	70	72	28.715	28.432	97	7.214	54.761	18.544	1	1
2007-01-01T12:00:00	1.628	1.515	0.012	70	70	72	28.94	28.559	96	6.935	51.195	16.167	1	1
2007-01-01T12:15:00	1.617	1.503	0.012	70	70	72	29.21	28.826	96	7.214	47.629	13.789	1	1
2007-01-01T12:30:00	1.61	1.496	0.012	70	70	72	29.48	29.094	96	7.494	44.063	11.412	1	1
2007-01-01T12:45:00	1.61	1.496	0.012	70	70	72	29.75	29.361	96	7.773	48.104	8.717	1	1
2007-01-01T13:00:00	1.615	1.502	0.012	70	70	72	30.02	29.628	96	8.053	52.146	6.023	1	1
2007-01-01T13:15:00	1.617	1.518	0.012	70	70	72	30.02	29.628	96	8.333	56.188	3.328	1	1
2007-01-01T13:30:00	1.633	1.534	0.012	70	70	72	30.02	29.628	96	8.612	60.23	0.634	1	1
2007-01-01T13:45:00	1.634	1.535	0.012	70	70	72	30.02	29.628	96	8.892	61.418	1.347	1	1
2007-01-01T14:00:00	1.627	1.528	0.012	70	70	72	30.02	29.628	96	9.171	62.607	2.06	1	1
2007-01-01T14:15:00	1.625	1.526	0.012	70	70	72	30.245	29.85	96	9.451	63.796	2.774	1	1
2007-01-01T14:30:00	1.614	1.515	0.012	70	70	72	30.47	30.073	96	9.731	64.985	3.487	1	1
2007-01-01T14:45:00	1.613	1.515	0.012	70	70	72	30.695	30.295	96	10.01	57.694	3.249	1	1
2007-01-01T15:00:00	1.606	1.508	0.012	70	70	72	30.92	30.518	96	10.29	50.403	3.011	1	1
2007-01-01T15:15:00	1.617	1.503	0.012	70	70	72	30.92	30.417	95	10.625	43.112	2.774	1	1
2007-01-01T15:30:00	1.613	1.499	0.012	70	70	72	30.92	30.316	94	10.961	35.821	2.536	1	1
2007-01-01T15:45:00	1.603	1.474	0.012	70	70	72	30.92	30.214	93	11.297	31.383	2.14	1	1
2007-01-01T16:00:00	1.601	1.472	0.012	70	70	72	30.92	30.112	92	11.632	26.945	1.743	1	1
2007-01-01T16:15:00	1.853	1.535	0.012	70	70	72	30.695	29.994	93	10.737	22.507	1.347	1	1
2007-01-01T16:30:00	1.883	1.52	0.012	70	70	72	30.47	29.873	94	9.843	18.069	0.951	1	1
2007-01-01T16:45:00	1.858	1.496	0.012	70	70	72	30.245	29.751	95	8.948	14.423	0.713	1	1
2007-01-01T17:00:00	1.739	1.538	0.012	70	70	72	30.02	29.628	96	8.053	10.778	0.475	1	1
2007-01-01T17:15:00	1.578	1.414	0.012	70	70	72	30.02	29.726	97	8.053	7.132	0.238	1	1
2007-01-01T17:30:00	1.532	1.369	0.012	70	70	72	30.02	29.824	98	8.053	0	0	1	1
2007-01-01T17:45:00	1.514	1.352	0.012	70	70	72	30.02	29.922	99	8.053	0	0	1	1
2007-01-01T18:00:00	1.509	1.347	0.012	70	70	72	30.02	30.02	100	8.053	0	0	1	1
2007-01-01T18:15:00	1.525	1.353	0.012	70	70	72	30.02	30.02	100	9.227	0	0	1	1
2007-01-01T18:30:00	1.539	1.366	0.012	70	70	72	30.02	30.02	100	10.402	0	0	1	1
2007-01-01T18:45:00	1.558	1.384	0.012	70	70	72	30.02	30.02	100	11.576	0	0	1	1
2007-01-01T19:00:00	1.594	1.42	0.012	70	70	72	30.02	30.02	100	12.751	0	0	1	1
2007-01-01T19:15:00	1.604	1.428	0.012	70	70	72	30.02	30.02	100	12.751	0	0	1	1
2007-01-01T19:30:00	1.598	1.422	0.012	70	70	72	30.02	30.02	100	12.751	0	0	1	1
2007-01-01T19:45:00	1.606	1.43	0.012	70	70	72	30.02	30.02	100	12.751	0	0	1	1
2007-01-01T20:00:00	1.623	1.447	0.012	70	70	72	30.02	30.02	100	12.751	0	0	1	1
2007-01-01T20:15:00	1.592	1.422	0.012	70	70	72	30.245	30.245	100	12.471	0	0	1	1
2007-01-01T20:30:00	1.57	1.4	0.012	70	70	72	30.47	30.47	100	12.191	0	0	1	1
2007-01-01T20:45:00	1.551	1.381	0.012	70	70	72	30.695	30.695	100	11.912	0	0	1	1
2007-01-01T21:00:00	1.534	1.365	0.012	70	70	72	30.92	30.92	100	11.632	0	0	1	1
2007-01-01T21:15:00	1.03	0.882	0.012	67.288	67	72	30.695	30.695	100	12.471	0	0	1	1
2007-01-01T21:30:00	1.096	0.947	0.012	67.034	67	72	30.47	30.47	100	13.31	0	0	1	1
2007-01-01T21:45:00	1.066	0.937	0.012	67.004	67	72	30.245	30.245	100	14.149	0	0	1	1
2007-01-01T22:00:00	1.131	1.001	0.012	67	67	72	30.02	30.02	100	14.987	0	0	1	1
2007-01-01T22:15:00	1.196	1.073	0.012	67	67	72	30.02	30.02	100	14.987	0	0	1	1
2007-01-01T22:30:00	1.227	1.103	0.012	67	67	72	30.02	30.02	100	14.987	0	0	1	1
2007-01-01T22:45:00	1.231	1.123	0.012	67	67	72	30.02	30.02	100	14.987	0	0	1	1
2007-01-01T23:00:00	1.267	1.159	0.012	67	67	72	30.02	30.02	100	14.987	0	0	1	1
2007-01-01T23:15:00	1.261	1.161	0.012	67	67	72	30.02	30.02	100	14.708	0	0	1	1
2007-01-01T23:30:00	1.263	1.163	0.012	67	67	72	30.02	30.02	100	14.428	0	0	1	1
2007-01-01T23:45:00	1.259	1.168	0.012	67	67	72	30.02	30.02	100	14.149	0	0	1	1
2007-01-02T00:00:00	1.261	1.17	0.012	67	67	72	30.02	30.02	100	13.869	0	0	1	1
2007-01-02T00:15:00	1.257	1.166	0.012	67	67	72	30.245	30.245	100	13.589	0	0	1	1
2007-01-02T00:30:00	1.25	1.16	0.012	67	67	72	30.47	30.47	100	13.31	0	0	1	1
2007-01-02T00:45:00	1.249	1.159	0.012	67	67	72	30.695	30.695	100	13.03	0	0	1	1
2007-01-02T01:00:00	1.237	1.147	0.012	67	67	72	30.92	30.92	100	12.751	0	0	1	1

End of preview. Expand in Data Studio

RESCAST-100k-sharded

Processed sharded RESCAST-100k residential building time-series dataset.

Download

hf download Jainam03/RESCAST-100k --repo-type dataset --local-dir RESCAST-100k-sharded

License

This processed release is distributed under CC BY 4.0.

Files

timeseries/*.parquet
manifest.parquet
house_features_rescast-100k.parquet
results-Baseline-100k.csv
resstock_data_metadata.txt

Time-Series Schema

Schema observed from timeseries/shard-00000.parquet.

Column	Type	Description
`Time`	timestamp	15-minute timestamp.
`Fuel Use: Electricity: Total`	float64	Total electricity load.
`Temperature: Conditioned Space`	float64	Indoor conditioned-space temperature.
`Temperature: Heating Setpoint`	float64	Heating setpoint.
`Temperature: Cooling Setpoint`	float64	Cooling setpoint.
`Weather: Drybulb Temperature`	float64	Outdoor dry-bulb temperature.
`Weather: Wetbulb Temperature`	float64	Outdoor wet-bulb temperature.
`Weather: Relative Humidity`	float64	Outdoor relative humidity.
`Weather: Wind Speed`	float64	Outdoor wind speed.
`Weather: Diffuse Solar Radiation`	float64	Diffuse solar radiation.
`Weather: Direct Solar Radiation`	float64	Direct solar radiation.
`building_id`	int64	Numeric sharded building identifier.
`building_id_str`	string	String sharded building identifier.

Manifest Schema

Schema observed from manifest.parquet.

Column	Description
`building_id`	Numeric sharded building identifier.
`building_id_str`	String sharded building identifier.
`shard_file`	Parquet shard containing the building.
`shard_id`	Numeric shard identifier.
`row_group_index`	Row group containing the building time series.
`row_count`	Number of rows for the building.

Other RESCAST-100k Datasets

ECOBEE: https://huggingface.co/datasets/Jainam03/RESCAST-100k-ECOBEE

hf download Jainam03/RESCAST-100k-ECOBEE --repo-type dataset --local-dir ECOBEE

HEAPO: https://huggingface.co/datasets/Jainam03/RESCAST-100k-HEAPO

hf download Jainam03/RESCAST-100k-HEAPO --repo-type dataset --local-dir HEAPO

IDEAL: https://huggingface.co/datasets/Jainam03/RESCAST-100k-IDEAL

hf download Jainam03/RESCAST-100k-IDEAL --repo-type dataset --local-dir IDEAL

NEST: https://huggingface.co/datasets/Jainam03/RESCAST-100k-NEST

hf download Jainam03/RESCAST-100k-NEST --repo-type dataset --local-dir NEST

REFIT: https://huggingface.co/datasets/Jainam03/RESCAST-100k-REFIT

hf download Jainam03/RESCAST-100k-REFIT --repo-type dataset --local-dir REFIT

Original Dataset Citation

TBD

Downloads last month: 31