Datasets:

Jainam03
/

RESCAST-100k-REFIT

Time timestamp[ns]date 2013-09-17 22:00:00 2015-07-10 11:45:00	Total Load float64 0 8.52
2013-10-09T13:00:00	0.232799
2013-10-09T13:15:00	0.430202
2013-10-09T13:30:00	0.198194
2013-10-09T13:45:00	0.103267
2013-10-09T14:00:00	0.328953
2013-10-09T14:15:00	0.143182
2013-10-09T14:30:00	0.064112
2013-10-09T14:45:00	0.114466
2013-10-09T15:00:00	0.165603
2013-10-09T15:15:00	0.043738
2013-10-09T15:30:00	0.174852
2013-10-09T15:45:00	0.216701
2013-10-09T16:00:00	0.090712
2013-10-09T16:15:00	0.066903
2013-10-09T16:30:00	0.064387
2013-10-09T16:45:00	0.067953
2013-10-09T17:00:00	0.078936
2013-10-09T17:15:00	0.07113
2013-10-09T17:30:00	0.074853
2013-10-09T17:45:00	0.080766
2013-10-09T18:00:00	0.083583
2013-10-09T18:15:00	0.090892
2013-10-09T18:30:00	0.114663
2013-10-09T18:45:00	0.091917
2013-10-09T19:00:00	0.087287
2013-10-09T19:15:00	0.084959
2013-10-09T19:30:00	0.084959
2013-10-09T19:45:00	0.084959
2013-10-09T20:00:00	0.084959
2013-10-09T20:15:00	0.08263
2013-10-09T20:30:00	0.085639
2013-10-09T20:45:00	0.090682
2013-10-09T21:00:00	0.097073
2013-10-09T21:15:00	0.328388
2013-10-09T21:30:00	0.164658
2013-10-09T21:45:00	0.159158
2013-10-09T22:00:00	0.133177
2013-10-09T22:15:00	0.12258
2013-10-09T22:30:00	0.122596
2013-10-09T22:45:00	0.084957
2013-10-09T23:00:00	0.048691
2013-10-09T23:15:00	0.045951
2013-10-09T23:30:00	0.049788
2013-10-09T23:45:00	0.047695
2013-10-10T00:00:00	0.050897
2013-10-10T00:15:00	0.066238
2013-10-10T00:30:00	0.058833
2013-10-10T00:45:00	0.047708
2013-10-10T01:00:00	0.045193
2013-10-10T01:15:00	0.045721
2013-10-10T01:30:00	0.052932
2013-10-10T01:45:00	0.049828
2013-10-10T02:00:00	0.050115
2013-10-10T02:15:00	0.048587
2013-10-10T02:30:00	0.056806
2013-10-10T02:45:00	0.045677
2013-10-10T03:00:00	0.046769
2013-10-10T03:15:00	0.051643
2013-10-10T03:30:00	0.056227
2013-10-10T03:45:00	0.04504
2013-10-10T04:00:00	0.045028
2013-10-10T04:15:00	0.04707
2013-10-10T04:30:00	0.052314
2013-10-10T04:45:00	0.053667
2013-10-10T05:00:00	0.075257
2013-10-10T05:15:00	0.062825
2013-10-10T05:30:00	0.050442
2013-10-10T05:45:00	0.045316
2013-10-10T06:00:00	0.054014
2013-10-10T06:15:00	0.204027
2013-10-10T06:30:00	0.153106
2013-10-10T06:45:00	0.203005
2013-10-10T07:00:00	0.095711
2013-10-10T07:15:00	0.103627
2013-10-10T07:30:00	0.055791
2013-10-10T07:45:00	0.504127
2013-10-10T08:00:00	0.084609
2013-10-10T08:15:00	0.090645
2013-10-10T08:30:00	0.237171
2013-10-10T08:45:00	0.289804
2013-10-10T09:00:00	0.14304
2013-10-10T09:15:00	0.265588
2013-10-10T09:30:00	0.296717
2013-10-10T09:45:00	0.340406
2013-10-10T10:00:00	0.377817
2013-10-10T10:15:00	0.312387
2013-10-10T10:30:00	0.409585
2013-10-10T10:45:00	0.244102
2013-10-10T11:00:00	0.326458
2013-10-10T11:15:00	0.32327
2013-10-10T11:30:00	0.07507
2013-10-10T11:45:00	0.18412
2013-10-10T12:00:00	0.316878
2013-10-10T12:15:00	0.305045
2013-10-10T12:30:00	0.417319
2013-10-10T12:45:00	0.422577
2013-10-10T13:00:00	0.126674
2013-10-10T13:15:00	0.215698
2013-10-10T13:30:00	0.113436
2013-10-10T13:45:00	0.038344

End of preview. Expand in Data Studio

REFIT

Processed real residential time-series subset used with RESCAST-100k.

Download

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

License

This processed release is distributed under CC BY 4.0. The original dataset/article is distributed under CC BY 4.0.

Files

timeseries_data/*.parquet
refit_processed_metadata.csv
house_features_refit.parquet
refit_processing_notes.txt

Time-Series Schema

Schema observed from timeseries_data/refit_home_1.parquet.

Column	Type	Description
`Time`	datetime64[ns]	Timestamp.
`Total Load`	float64	Total electricity load, kWh.

Original Dataset Citation

Murray, D.; Stankovic, L.; Stankovic, V. (2017). An electrical load measurements dataset of United Kingdom households from a two-year longitudinal study. Scientific Data, 4, 160122. https://doi.org/10.1038/sdata.2016.122

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