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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'period_hour'}) and 6 missing columns ({'scottish_transfer', 'Unnamed: 0', 'nsl_flow', 'eleclink_flow', 'viking_flow', 'greenlink_flow'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022/historic_demand_2009_2024_noNaN.csv (at revision 435e5796bbca4f8cc6c49c793c74ed1fd072f514), [/tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024_noNaN.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024_noNaN.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2009.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2009.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2010.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2010.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2011.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2011.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2012.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2012.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2013.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2013.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2014.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2014.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2015.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2015.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2016.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2016.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2017.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2017.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2018.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2018.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2019.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2019.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2020.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2020.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2021.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2021.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2022.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2022.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2023.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2023.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2024.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2024.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
settlement_date: string
settlement_period: int64
period_hour: string
nd: int64
tsd: int64
england_wales_demand: int64
embedded_wind_generation: int64
embedded_wind_capacity: int64
embedded_solar_generation: int64
embedded_solar_capacity: int64
non_bm_stor: int64
pump_storage_pumping: int64
ifa_flow: int64
ifa2_flow: int64
britned_flow: int64
moyle_flow: int64
east_west_flow: int64
nemo_flow: int64
is_holiday: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2642
to
{'Unnamed: 0': Value('int64'), 'settlement_date': Value('string'), 'settlement_period': Value('int64'), 'nd': Value('int64'), 'tsd': Value('int64'), 'england_wales_demand': Value('int64'), 'embedded_wind_generation': Value('int64'), 'embedded_wind_capacity': Value('int64'), 'embedded_solar_generation': Value('int64'), 'embedded_solar_capacity': Value('int64'), 'non_bm_stor': Value('int64'), 'pump_storage_pumping': Value('int64'), 'ifa_flow': Value('int64'), 'ifa2_flow': Value('int64'), 'britned_flow': Value('int64'), 'moyle_flow': Value('int64'), 'east_west_flow': Value('int64'), 'nemo_flow': Value('int64'), 'nsl_flow': Value('float64'), 'eleclink_flow': Value('float64'), 'scottish_transfer': Value('float64'), 'viking_flow': Value('float64'), 'greenlink_flow': Value('float64'), 'is_holiday': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'period_hour'}) and 6 missing columns ({'scottish_transfer', 'Unnamed: 0', 'nsl_flow', 'eleclink_flow', 'viking_flow', 'greenlink_flow'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022/historic_demand_2009_2024_noNaN.csv (at revision 435e5796bbca4f8cc6c49c793c74ed1fd072f514), [/tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024_noNaN.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_2009_2024_noNaN.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2009.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2009.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2010.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2010.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2011.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2011.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2012.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2012.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2013.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2013.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2014.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2014.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2015.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2015.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2016.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2016.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2017.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2017.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2018.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2018.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2019.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2019.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2020.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2020.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2021.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2021.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2022.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2022.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2023.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2023.csv), /tmp/hf-datasets-cache/medium/datasets/96881821097528-config-parquet-and-info-jason1966-albertovidalrod-8bc83caf/hub/datasets--jason1966--albertovidalrod_electricity-consumption-uk-20092022/snapshots/435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2024.csv (origin=hf://datasets/jason1966/albertovidalrod_electricity-consumption-uk-20092022@435e5796bbca4f8cc6c49c793c74ed1fd072f514/historic_demand_year_2024.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Unnamed: 0 int64 | settlement_date string | settlement_period int64 | nd int64 | tsd int64 | england_wales_demand int64 | embedded_wind_generation int64 | embedded_wind_capacity int64 | embedded_solar_generation int64 | embedded_solar_capacity int64 | non_bm_stor int64 | pump_storage_pumping int64 | ifa_flow int64 | ifa2_flow int64 | britned_flow int64 | moyle_flow int64 | east_west_flow int64 | nemo_flow int64 | nsl_flow null | eleclink_flow null | scottish_transfer null | viking_flow null | greenlink_flow null | is_holiday int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2009-01-01 | 1 | 37,910 | 38,704 | 33,939 | 54 | 1,403 | 0 | 0 | 0 | 33 | 2,002 | 0 | 0 | -161 | 0 | 0 | null | null | null | null | null | 1 |
1 | 2009-01-01 | 2 | 38,047 | 38,964 | 34,072 | 53 | 1,403 | 0 | 0 | 0 | 157 | 2,002 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
2 | 2009-01-01 | 3 | 37,380 | 38,651 | 33,615 | 53 | 1,403 | 0 | 0 | 0 | 511 | 2,002 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
3 | 2009-01-01 | 4 | 36,426 | 37,775 | 32,526 | 50 | 1,403 | 0 | 0 | 0 | 589 | 1,772 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
4 | 2009-01-01 | 5 | 35,687 | 37,298 | 31,877 | 50 | 1,403 | 0 | 0 | 0 | 851 | 1,753 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
5 | 2009-01-01 | 6 | 35,408 | 37,135 | 31,604 | 43 | 1,403 | 0 | 0 | 0 | 967 | 1,754 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
6 | 2009-01-01 | 7 | 34,322 | 36,844 | 30,486 | 43 | 1,403 | 0 | 0 | 0 | 1,762 | 1,754 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
7 | 2009-01-01 | 8 | 33,076 | 35,678 | 29,390 | 56 | 1,403 | 0 | 0 | 0 | 1,842 | 1,755 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
8 | 2009-01-01 | 9 | 31,970 | 34,635 | 28,452 | 56 | 1,403 | 0 | 0 | 0 | 1,905 | 1,755 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
9 | 2009-01-01 | 10 | 31,270 | 33,934 | 27,842 | 56 | 1,403 | 0 | 0 | 0 | 1,904 | 1,754 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
10 | 2009-01-01 | 11 | 30,726 | 33,378 | 27,395 | 56 | 1,403 | 0 | 0 | 0 | 1,892 | 1,754 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 1 |
11 | 2009-01-01 | 12 | 30,320 | 32,915 | 27,021 | 57 | 1,403 | 0 | 0 | 0 | 1,867 | 1,754 | 0 | 0 | -128 | 0 | 0 | null | null | null | null | null | 1 |
12 | 2009-01-01 | 13 | 30,429 | 32,875 | 27,128 | 57 | 1,403 | 0 | 0 | 0 | 1,846 | 1,754 | 0 | 0 | 38 | 0 | 0 | null | null | null | null | null | 1 |
13 | 2009-01-01 | 14 | 30,287 | 32,720 | 27,005 | 73 | 1,403 | 0 | 0 | 0 | 1,833 | 1,753 | 0 | 0 | 18 | 0 | 0 | null | null | null | null | null | 1 |
14 | 2009-01-01 | 15 | 29,650 | 31,900 | 26,478 | 73 | 1,403 | 0 | 0 | 0 | 1,650 | 1,690 | 0 | 0 | 16 | 0 | 0 | null | null | null | null | null | 1 |
15 | 2009-01-01 | 16 | 28,841 | 31,055 | 25,834 | 75 | 1,403 | 0 | 0 | 0 | 1,614 | 1,689 | 0 | 0 | 16 | 0 | 0 | null | null | null | null | null | 1 |
16 | 2009-01-01 | 17 | 29,007 | 31,094 | 26,030 | 75 | 1,403 | 0 | 0 | 0 | 1,487 | 1,689 | 0 | 0 | 15 | 0 | 0 | null | null | null | null | null | 1 |
17 | 2009-01-01 | 18 | 29,787 | 31,440 | 26,861 | 63 | 1,403 | 0 | 0 | 0 | 1,037 | 1,690 | 0 | 0 | -16 | 0 | 0 | null | null | null | null | null | 1 |
18 | 2009-01-01 | 19 | 31,362 | 32,079 | 28,330 | 63 | 1,403 | 0 | 0 | 0 | 56 | 1,689 | 0 | 0 | -61 | 0 | 0 | null | null | null | null | null | 1 |
19 | 2009-01-01 | 20 | 33,257 | 33,926 | 30,081 | 66 | 1,403 | 0 | 0 | 0 | 4 | 1,689 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
20 | 2009-01-01 | 21 | 34,932 | 35,602 | 31,552 | 66 | 1,403 | 0 | 0 | 0 | 5 | 1,689 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
21 | 2009-01-01 | 22 | 36,579 | 37,312 | 33,009 | 63 | 1,403 | 0 | 0 | 0 | 4 | 1,690 | 0 | 0 | -129 | 0 | 0 | null | null | null | null | null | 1 |
22 | 2009-01-01 | 23 | 37,967 | 38,751 | 34,275 | 63 | 1,403 | 0 | 0 | 0 | 4 | 1,691 | 0 | 0 | -180 | 0 | 0 | null | null | null | null | null | 1 |
23 | 2009-01-01 | 24 | 39,235 | 40,013 | 35,376 | 61 | 1,403 | 0 | 0 | 0 | 8 | 1,691 | 0 | 0 | -170 | 0 | 0 | null | null | null | null | null | 1 |
24 | 2009-01-01 | 25 | 40,204 | 41,058 | 36,211 | 61 | 1,403 | 0 | 0 | 0 | 8 | 1,691 | 0 | 0 | -246 | 0 | 0 | null | null | null | null | null | 1 |
25 | 2009-01-01 | 26 | 40,672 | 41,457 | 36,617 | 59 | 1,403 | 0 | 0 | 0 | 8 | 1,691 | 0 | 0 | -177 | 0 | 0 | null | null | null | null | null | 1 |
26 | 2009-01-01 | 27 | 40,806 | 41,479 | 36,743 | 59 | 1,403 | 0 | 0 | 0 | 8 | 1,691 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
27 | 2009-01-01 | 28 | 40,781 | 41,450 | 36,689 | 39 | 1,403 | 0 | 0 | 0 | 4 | 1,690 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
28 | 2009-01-01 | 29 | 40,758 | 41,427 | 36,823 | 39 | 1,403 | 0 | 0 | 0 | 4 | 1,691 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
29 | 2009-01-01 | 30 | 40,524 | 41,189 | 36,628 | 35 | 1,403 | 0 | 0 | 0 | 3 | 1,691 | 0 | 0 | -62 | 0 | 0 | null | null | null | null | null | 1 |
30 | 2009-01-01 | 31 | 40,796 | 41,417 | 36,821 | 35 | 1,403 | 0 | 0 | 0 | 1 | 1,753 | 0 | 0 | -20 | 0 | 0 | null | null | null | null | null | 1 |
31 | 2009-01-01 | 32 | 41,703 | 42,332 | 37,662 | 49 | 1,403 | 0 | 0 | 0 | 4 | 1,753 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 1 |
32 | 2009-01-01 | 33 | 43,527 | 44,133 | 39,276 | 49 | 1,403 | 0 | 0 | 0 | 6 | 1,754 | 0 | 0 | 15 | 0 | 0 | null | null | null | null | null | 1 |
33 | 2009-01-01 | 34 | 45,488 | 46,096 | 41,089 | 72 | 1,403 | 0 | 0 | 0 | 8 | 1,754 | 0 | 0 | 16 | 0 | 0 | null | null | null | null | null | 1 |
34 | 2009-01-01 | 35 | 46,028 | 46,634 | 41,651 | 72 | 1,403 | 0 | 0 | 0 | 6 | 1,754 | 0 | 0 | 15 | 0 | 0 | null | null | null | null | null | 1 |
35 | 2009-01-01 | 36 | 45,876 | 46,515 | 41,574 | 77 | 1,403 | 0 | 0 | 0 | 8 | 1,754 | 0 | 0 | -31 | 0 | 0 | null | null | null | null | null | 1 |
36 | 2009-01-01 | 37 | 45,195 | 45,865 | 41,004 | 77 | 1,403 | 0 | 0 | 0 | 9 | 1,754 | 0 | 0 | -61 | 0 | 0 | null | null | null | null | null | 1 |
37 | 2009-01-01 | 38 | 44,289 | 44,965 | 40,175 | 93 | 1,403 | 0 | 0 | 0 | 11 | 1,754 | 0 | 0 | -65 | 0 | 0 | null | null | null | null | null | 1 |
38 | 2009-01-01 | 39 | 43,784 | 44,579 | 39,744 | 93 | 1,403 | 0 | 0 | 0 | 6 | 1,751 | 0 | 0 | -189 | 0 | 0 | null | null | null | null | null | 1 |
39 | 2009-01-01 | 40 | 42,583 | 43,425 | 38,602 | 100 | 1,403 | 0 | 0 | 0 | 8 | 1,752 | 0 | 0 | -234 | 0 | 0 | null | null | null | null | null | 1 |
40 | 2009-01-01 | 41 | 42,181 | 43,000 | 38,089 | 100 | 1,403 | 0 | 0 | 0 | 7 | 1,752 | 0 | 0 | -212 | 0 | 0 | null | null | null | null | null | 1 |
41 | 2009-01-01 | 42 | 40,746 | 41,596 | 36,856 | 107 | 1,403 | 0 | 0 | 0 | 11 | 1,752 | 0 | 0 | -239 | 0 | 0 | null | null | null | null | null | 1 |
42 | 2009-01-01 | 43 | 39,961 | 40,813 | 36,029 | 107 | 1,403 | 0 | 0 | 0 | 11 | 1,751 | 0 | 0 | -241 | 0 | 0 | null | null | null | null | null | 1 |
43 | 2009-01-01 | 44 | 38,333 | 39,182 | 34,546 | 89 | 1,403 | 0 | 0 | 0 | 8 | 1,752 | 0 | 0 | -241 | 0 | 0 | null | null | null | null | null | 1 |
44 | 2009-01-01 | 45 | 36,951 | 37,797 | 33,218 | 89 | 1,403 | 0 | 0 | 0 | 5 | 1,751 | 0 | 0 | -241 | 0 | 0 | null | null | null | null | null | 1 |
45 | 2009-01-01 | 46 | 35,987 | 36,781 | 32,163 | 82 | 1,403 | 0 | 0 | 0 | 13 | 1,345 | 0 | 0 | -181 | 0 | 0 | null | null | null | null | null | 1 |
46 | 2009-01-01 | 47 | 34,769 | 36,116 | 31,016 | 82 | 1,403 | 0 | 0 | 0 | 693 | 806 | 0 | 0 | -54 | 0 | 0 | null | null | null | null | null | 1 |
47 | 2009-01-01 | 48 | 33,504 | 35,379 | 29,927 | 62 | 1,403 | 0 | 0 | 0 | 1,235 | 916 | 0 | 0 | -40 | 0 | 0 | null | null | null | null | null | 1 |
48 | 2009-01-02 | 1 | 34,221 | 35,837 | 30,659 | 62 | 1,403 | 0 | 0 | 0 | 976 | 916 | 0 | 0 | -40 | 0 | 0 | null | null | null | null | null | 0 |
49 | 2009-01-02 | 2 | 34,029 | 36,024 | 30,506 | 82 | 1,403 | 0 | 0 | 0 | 1,226 | 904 | 0 | 0 | -169 | 0 | 0 | null | null | null | null | null | 0 |
50 | 2009-01-02 | 3 | 33,705 | 35,718 | 30,171 | 82 | 1,403 | 0 | 0 | 0 | 1,214 | 920 | 0 | 0 | -199 | 0 | 0 | null | null | null | null | null | 0 |
51 | 2009-01-02 | 4 | 32,904 | 34,798 | 29,443 | 157 | 1,403 | 0 | 0 | 0 | 1,208 | 921 | 0 | 0 | -86 | 0 | 0 | null | null | null | null | null | 0 |
52 | 2009-01-02 | 5 | 32,715 | 34,528 | 29,273 | 157 | 1,403 | 0 | 0 | 0 | 1,213 | 919 | 0 | 0 | 41 | 0 | 0 | null | null | null | null | null | 0 |
53 | 2009-01-02 | 6 | 32,867 | 34,673 | 29,363 | 163 | 1,403 | 0 | 0 | 0 | 1,206 | 921 | 0 | 0 | 41 | 0 | 0 | null | null | null | null | null | 0 |
54 | 2009-01-02 | 7 | 32,262 | 34,161 | 28,748 | 163 | 1,403 | 0 | 0 | 0 | 1,172 | 919 | 0 | 0 | -127 | 0 | 0 | null | null | null | null | null | 0 |
55 | 2009-01-02 | 8 | 31,464 | 33,540 | 27,992 | 199 | 1,403 | 0 | 0 | 0 | 1,314 | 920 | 0 | 0 | -162 | 0 | 0 | null | null | null | null | null | 0 |
56 | 2009-01-02 | 9 | 30,776 | 32,965 | 27,419 | 199 | 1,403 | 0 | 0 | 0 | 1,429 | 920 | 0 | 0 | -160 | 0 | 0 | null | null | null | null | null | 0 |
57 | 2009-01-02 | 10 | 30,347 | 32,513 | 27,071 | 213 | 1,403 | 0 | 0 | 0 | 1,412 | 920 | 0 | 0 | -154 | 0 | 0 | null | null | null | null | null | 0 |
58 | 2009-01-02 | 11 | 30,291 | 32,319 | 27,076 | 213 | 1,403 | 0 | 0 | 0 | 1,330 | 944 | 0 | 0 | -98 | 0 | 0 | null | null | null | null | null | 0 |
59 | 2009-01-02 | 12 | 30,595 | 32,473 | 27,392 | 312 | 1,403 | 0 | 0 | 0 | 1,190 | 945 | 0 | 0 | -88 | 0 | 0 | null | null | null | null | null | 0 |
60 | 2009-01-02 | 13 | 31,900 | 33,437 | 28,650 | 312 | 1,403 | 0 | 0 | 0 | 920 | 905 | 0 | 0 | -17 | 0 | 0 | null | null | null | null | null | 0 |
61 | 2009-01-02 | 14 | 33,131 | 34,146 | 29,848 | 352 | 1,403 | 0 | 0 | 0 | 398 | 527 | 0 | 0 | -17 | 0 | 0 | null | null | null | null | null | 0 |
62 | 2009-01-02 | 15 | 33,977 | 34,964 | 30,727 | 352 | 1,403 | 0 | 0 | 0 | 9 | -353 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
63 | 2009-01-02 | 16 | 34,708 | 35,648 | 31,555 | 314 | 1,403 | 0 | 0 | 0 | 8 | -307 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
64 | 2009-01-02 | 17 | 36,067 | 37,007 | 32,852 | 314 | 1,403 | 0 | 0 | 0 | 8 | -307 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
65 | 2009-01-02 | 18 | 37,976 | 38,914 | 34,720 | 421 | 1,403 | 0 | 0 | 0 | 6 | -307 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
66 | 2009-01-02 | 19 | 39,972 | 40,912 | 36,581 | 421 | 1,403 | 0 | 0 | 0 | 9 | -306 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
67 | 2009-01-02 | 20 | 41,339 | 42,279 | 37,723 | 436 | 1,403 | 0 | 0 | 0 | 9 | -306 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
68 | 2009-01-02 | 21 | 42,408 | 43,347 | 38,585 | 436 | 1,403 | 0 | 0 | 0 | 8 | -306 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
69 | 2009-01-02 | 22 | 42,972 | 43,955 | 39,001 | 407 | 1,403 | 0 | 0 | 1 | 4 | -306 | 0 | 0 | -74 | 0 | 0 | null | null | null | null | null | 0 |
70 | 2009-01-02 | 23 | 43,418 | 44,044 | 39,263 | 407 | 1,403 | 0 | 0 | 52 | 8 | -12 | 0 | 0 | -58 | 0 | 0 | null | null | null | null | null | 0 |
71 | 2009-01-02 | 24 | 43,652 | 44,266 | 39,458 | 373 | 1,403 | 0 | 0 | 57 | 10 | 202 | 0 | 0 | -61 | 0 | 0 | null | null | null | null | null | 0 |
72 | 2009-01-02 | 25 | 43,988 | 44,628 | 39,690 | 373 | 1,403 | 0 | 0 | 57 | 9 | 202 | 0 | 0 | -88 | 0 | 0 | null | null | null | null | null | 0 |
73 | 2009-01-02 | 26 | 43,882 | 44,584 | 39,603 | 338 | 1,403 | 0 | 0 | 42 | 7 | 202 | 0 | 0 | -137 | 0 | 0 | null | null | null | null | null | 0 |
74 | 2009-01-02 | 27 | 43,957 | 44,715 | 39,720 | 338 | 1,403 | 0 | 0 | 0 | 8 | 202 | 0 | 0 | -150 | 0 | 0 | null | null | null | null | null | 0 |
75 | 2009-01-02 | 28 | 43,673 | 44,393 | 39,459 | 314 | 1,403 | 0 | 0 | 0 | 1 | 202 | 0 | 0 | -119 | 0 | 0 | null | null | null | null | null | 0 |
76 | 2009-01-02 | 29 | 43,795 | 44,471 | 39,632 | 314 | 1,403 | 0 | 0 | 0 | 0 | 202 | 0 | 0 | -76 | 0 | 0 | null | null | null | null | null | 0 |
77 | 2009-01-02 | 30 | 43,613 | 44,259 | 39,490 | 318 | 1,403 | 0 | 0 | 0 | 0 | 202 | 0 | 0 | -46 | 0 | 0 | null | null | null | null | null | 0 |
78 | 2009-01-02 | 31 | 43,936 | 44,561 | 39,745 | 318 | 1,403 | 0 | 0 | 0 | 0 | 723 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
79 | 2009-01-02 | 32 | 44,767 | 45,396 | 40,534 | 334 | 1,403 | 0 | 0 | 0 | 4 | 726 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
80 | 2009-01-02 | 33 | 46,900 | 47,533 | 42,377 | 334 | 1,403 | 0 | 0 | 0 | 8 | 855 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
81 | 2009-01-02 | 34 | 49,706 | 50,343 | 44,942 | 310 | 1,403 | 0 | 0 | 0 | 12 | 1,210 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
82 | 2009-01-02 | 35 | 51,181 | 51,797 | 46,271 | 310 | 1,403 | 0 | 0 | 18 | 9 | 1,211 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
83 | 2009-01-02 | 36 | 51,268 | 51,876 | 46,392 | 286 | 1,403 | 0 | 0 | 25 | 8 | 1,196 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
84 | 2009-01-02 | 37 | 50,448 | 51,081 | 45,705 | 286 | 1,403 | 0 | 0 | 5 | 13 | 1,017 | 0 | 0 | -25 | 0 | 0 | null | null | null | null | null | 0 |
85 | 2009-01-02 | 38 | 49,419 | 50,056 | 44,754 | 257 | 1,403 | 0 | 0 | 0 | 10 | 1,015 | 0 | 0 | -27 | 0 | 0 | null | null | null | null | null | 0 |
86 | 2009-01-02 | 39 | 48,356 | 49,107 | 43,801 | 257 | 1,403 | 0 | 0 | 0 | 7 | 531 | 0 | 0 | -144 | 0 | 0 | null | null | null | null | null | 0 |
87 | 2009-01-02 | 40 | 46,897 | 47,675 | 42,422 | 230 | 1,403 | 0 | 0 | 0 | 8 | 542 | 0 | 0 | -170 | 0 | 0 | null | null | null | null | null | 0 |
88 | 2009-01-02 | 41 | 45,766 | 46,470 | 41,264 | 230 | 1,403 | 0 | 0 | 0 | 7 | 542 | 0 | 0 | -97 | 0 | 0 | null | null | null | null | null | 0 |
89 | 2009-01-02 | 42 | 44,489 | 45,208 | 40,138 | 400 | 1,403 | 0 | 0 | 0 | 11 | 543 | 0 | 0 | -108 | 0 | 0 | null | null | null | null | null | 0 |
90 | 2009-01-02 | 43 | 43,103 | 43,898 | 38,837 | 400 | 1,403 | 0 | 0 | 0 | 9 | 62 | 0 | 0 | -186 | 0 | 0 | null | null | null | null | null | 0 |
91 | 2009-01-02 | 44 | 41,338 | 42,147 | 37,157 | 353 | 1,403 | 0 | 0 | 0 | 8 | 66 | 0 | 0 | -201 | 0 | 0 | null | null | null | null | null | 0 |
92 | 2009-01-02 | 45 | 40,133 | 40,943 | 35,888 | 353 | 1,403 | 0 | 0 | 0 | 9 | 69 | 0 | 0 | -201 | 0 | 0 | null | null | null | null | null | 0 |
93 | 2009-01-02 | 46 | 38,940 | 39,713 | 34,706 | 303 | 1,403 | 0 | 0 | 0 | 26 | 58 | 0 | 0 | -147 | 0 | 0 | null | null | null | null | null | 0 |
94 | 2009-01-02 | 47 | 37,310 | 38,817 | 33,268 | 303 | 1,403 | 0 | 0 | 0 | 890 | 354 | 0 | 0 | -17 | 0 | 0 | null | null | null | null | null | 0 |
95 | 2009-01-02 | 48 | 36,160 | 38,267 | 32,309 | 229 | 1,403 | 0 | 0 | 0 | 1,441 | 352 | 0 | 0 | -66 | 0 | 0 | null | null | null | null | null | 0 |
96 | 2009-01-03 | 1 | 36,626 | 38,278 | 32,841 | 229 | 1,403 | 0 | 0 | 0 | 974 | 363 | 0 | 0 | -78 | 0 | 0 | null | null | null | null | null | 0 |
97 | 2009-01-03 | 2 | 36,153 | 37,804 | 32,389 | 214 | 1,403 | 0 | 0 | 0 | 1,000 | 364 | 0 | 0 | -51 | 0 | 0 | null | null | null | null | null | 0 |
98 | 2009-01-03 | 3 | 35,558 | 37,437 | 31,846 | 214 | 1,403 | 0 | 0 | 0 | 1,212 | 366 | 0 | 0 | -67 | 0 | 0 | null | null | null | null | null | 0 |
99 | 2009-01-03 | 4 | 34,533 | 36,414 | 30,974 | 187 | 1,403 | 0 | 0 | 0 | 1,264 | 366 | 0 | 0 | -17 | 0 | 0 | null | null | null | null | null | 0 |
End of preview.
Electricity consumption UK 2009-2024
Historic electricity consumption in the UK (National Grid) between 2009 and 2024
Dataset Info
- Source: Kaggle
- Original Size: 20.60 MB
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