UHI Modelling Project
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Datasets, models and relevant files for the UHI project. • 2 items • Updated • 1
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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 8 new columns ({'SAVI', 'MNDWI', 'month', 'LST_day', 'Albedo', 'NDVI', 'LST_night', 'NDBI'}) and 8 missing columns ({'humidity', 'precipitation', 'air_temperature', 'Elevation', 'LandCover', 'cloud_cover_low', 'wind_speed', 'date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Peplin/uhi-data-2025/CAN_viirs_features.csv (at revision 707445a0440e9f63abb8bfedc0f0c6219eb2d7ae), [/tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_viirs_features.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
Albedo: double
LST_day: double
LST_night: double
MNDWI: double
NDBI: double
NDVI: double
SAVI: double
latitude: double
longitude: double
month: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1390
to
{'date': Value('string'), 'humidity': Value('float64'), 'precipitation': Value('float64'), 'wind_speed': Value('float64'), 'cloud_cover_low': Value('float64'), 'air_temperature': Value('float64'), 'latitude': Value('float64'), 'longitude': Value('float64'), 'LandCover': Value('float64'), 'Elevation': Value('float64')}
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 8 new columns ({'SAVI', 'MNDWI', 'month', 'LST_day', 'Albedo', 'NDVI', 'LST_night', 'NDBI'}) and 8 missing columns ({'humidity', 'precipitation', 'air_temperature', 'Elevation', 'LandCover', 'cloud_cover_low', 'wind_speed', 'date'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Peplin/uhi-data-2025/CAN_viirs_features.csv (at revision 707445a0440e9f63abb8bfedc0f0c6219eb2d7ae), [/tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/CAN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/FIN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/IRN_viirs_features.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_Full_UHI_Data.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_Full_UHI_Data.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_sample_points.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_sample_points.csv), /tmp/hf-datasets-cache/medium/datasets/48544402065598-config-parquet-and-info-Peplin-uhi-data-2025-98c1917a/hub/datasets--Peplin--uhi-data-2025/snapshots/707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_viirs_features.csv (origin=hf://datasets/Peplin/uhi-data-2025@707445a0440e9f63abb8bfedc0f0c6219eb2d7ae/NGA_viirs_features.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.
date string | humidity float64 | precipitation float64 | wind_speed float64 | cloud_cover_low float64 | air_temperature float64 | latitude float64 | longitude float64 | LandCover float64 | Elevation float64 |
|---|---|---|---|---|---|---|---|---|---|
2025-01-01 01:00:00+00:00 | 96.11895 | 0.4 | 16.802786 | 100 | 1.2 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-01-01 13:00:00+00:00 | 88.6808 | 0.1 | 24.20381 | 65 | 0.35 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-02-01 01:00:00+00:00 | 86.77566 | 0 | 16.774803 | 0 | -2.55 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-02-01 13:00:00+00:00 | 80.08138 | 0 | 11.935778 | 1 | -15.65 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-03-01 01:00:00+00:00 | 74.14202 | 0.3 | 22.040997 | 1 | 2.8 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-03-01 13:00:00+00:00 | 79.70832 | 0.1 | 29.364285 | 100 | -9.6 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-04-01 01:00:00+00:00 | 77.712975 | 0 | 21.087675 | 100 | -1 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-04-01 13:00:00+00:00 | 67.52205 | 0 | 13.804956 | 0 | -1.1 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-05-01 01:00:00+00:00 | 73.38311 | 0 | 8.78872 | 0 | 10.2 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-05-01 13:00:00+00:00 | 64.00481 | 0.5 | 9.114471 | 7 | 8.05 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-06-01 01:00:00+00:00 | 62.961628 | 0 | 16.344357 | 0 | 9.4 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-06-01 13:00:00+00:00 | 60.19803 | 0 | 16.985935 | 0 | 10.6 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-07-01 01:00:00+00:00 | 93.50276 | 0 | 7.946547 | 19 | 22.35 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-07-01 13:00:00+00:00 | 91.52072 | 0 | 7.758814 | 10 | 22.45 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-08-01 01:00:00+00:00 | 64.08177 | 0 | 5.081614 | 0 | 18.15 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-08-01 13:00:00+00:00 | 70.730385 | 0 | 6.76618 | 0 | 16.9 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-09-01 01:00:00+00:00 | 45.98301 | 0 | 8.39078 | 0 | 18 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-09-01 13:00:00+00:00 | 59.571087 | 0 | 4.445672 | 0 | 15.7 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-10-01 01:00:00+00:00 | 73.64334 | 0 | 8.131936 | 0 | 15.85 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-10-01 13:00:00+00:00 | 57.99065 | 0 | 10.055864 | 0 | 10.15 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-11-01 01:00:00+00:00 | 72.91502 | 0 | 21.332088 | 8 | 4.85 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-11-01 13:00:00+00:00 | 84.04411 | 0 | 7.23591 | 100 | 3.9 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-12-01 01:00:00+00:00 | 89.59581 | 0.1 | 23.040703 | 99 | -0.45 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-12-01 13:00:00+00:00 | 79.60664 | 0 | 5.315336 | 100 | -10.25 | 43.431842 | -80.482495 | 50 | 325.461426 |
2025-01-01 01:00:00+00:00 | 97.919266 | 0.3 | 19.787722 | 100 | 4.3265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-01-01 13:00:00+00:00 | 90.46357 | 0.3 | 22.060833 | 43 | 2.2765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-02-01 01:00:00+00:00 | 90.01096 | 0.5 | 14.713829 | 38 | 0.6265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-02-01 13:00:00+00:00 | 77.026474 | 0 | 11.701385 | 19 | -12.2735 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-03-01 01:00:00+00:00 | 72.08532 | 0.5 | 33.66048 | 5 | 4.6265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-03-01 13:00:00+00:00 | 66.01256 | 0 | 30.11169 | 100 | -6.5735 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-04-01 01:00:00+00:00 | 69.66125 | 0 | 17.23964 | 100 | 1.6265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-04-01 13:00:00+00:00 | 60.139698 | 0 | 12.371645 | 69 | 1.5265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-05-01 01:00:00+00:00 | 63.496826 | 0 | 8.171683 | 0 | 9.7765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-05-01 13:00:00+00:00 | 83.74426 | 0 | 10.97262 | 6 | 6.3765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-06-01 01:00:00+00:00 | 62.656944 | 0 | 15.646544 | 18 | 11.8765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-06-01 13:00:00+00:00 | 66.69448 | 0 | 14.154915 | 0 | 11.8765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-07-01 01:00:00+00:00 | 97.025314 | 0.2 | 7.521329 | 6 | 23.5265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-07-01 13:00:00+00:00 | 88.64168 | 0.1 | 15.287288 | 22 | 24.5265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-08-01 01:00:00+00:00 | 71.140854 | 0 | 4.73506 | 0 | 19.0765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-08-01 13:00:00+00:00 | 71.50274 | 0 | 11.897714 | 5 | 18.5265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-09-01 01:00:00+00:00 | 67.826065 | 0 | 2.930188 | 0 | 17.2765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-09-01 13:00:00+00:00 | 77.12405 | 0 | 6.746999 | 0 | 17.4265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-10-01 01:00:00+00:00 | 69.18557 | 0 | 8.936778 | 0 | 17.2765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-10-01 13:00:00+00:00 | 71.51239 | 0 | 16.502182 | 9 | 14.7765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-11-01 01:00:00+00:00 | 67.07219 | 0 | 20.896288 | 0 | 7.0765 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-11-01 13:00:00+00:00 | 80.783936 | 0 | 8.596766 | 1 | 5.9265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-12-01 01:00:00+00:00 | 82.00676 | 0 | 24.676416 | 19 | 2.0265 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-12-01 13:00:00+00:00 | 68.09859 | 0 | 8.320986 | 1 | -4.4235 | 43.252674 | -79.833253 | 50 | 86.67067 |
2025-01-01 01:00:00+00:00 | 94.79115 | 1 | 12.410866 | 100 | 2.4 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-01-01 13:00:00+00:00 | 89.12084 | 0.2 | 20.110117 | 36 | 1.7 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-02-01 01:00:00+00:00 | 84.38436 | 0 | 16.902758 | 10 | -1 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-02-01 13:00:00+00:00 | 74.13423 | 0 | 9.793058 | 67 | -15.85 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-03-01 01:00:00+00:00 | 72.27988 | 0.1 | 18.335276 | 1 | 2.9 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-03-01 13:00:00+00:00 | 73.98565 | 0 | 24.552025 | 45 | -8.7 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-04-01 01:00:00+00:00 | 71.553474 | 0 | 15.914484 | 100 | 0.55 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-04-01 13:00:00+00:00 | 53.052746 | 0 | 14.182355 | 0 | -0.55 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-05-01 01:00:00+00:00 | 62.4219 | 0 | 4.514377 | 0 | 9 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-05-01 13:00:00+00:00 | 58.080948 | 0 | 5.810404 | 72 | 8.05 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-06-01 01:00:00+00:00 | 55.834293 | 0 | 12.535549 | 12 | 11.2 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-06-01 13:00:00+00:00 | 54.48175 | 0 | 15.281989 | 0 | 12 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-07-01 01:00:00+00:00 | 92.37041 | 0.1 | 7.758814 | 19 | 22.5 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-07-01 13:00:00+00:00 | 80.701035 | 0 | 8.297589 | 5 | 25.05 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-08-01 01:00:00+00:00 | 69.60214 | 0 | 2.305125 | 0 | 19.4 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-08-01 13:00:00+00:00 | 62.824146 | 0 | 9.36692 | 0 | 17.25 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-09-01 01:00:00+00:00 | 61.8283 | 0 | 0.917824 | 0 | 17.45 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-09-01 13:00:00+00:00 | 78.82773 | 0 | 4.143911 | 0 | 15.15 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-10-01 01:00:00+00:00 | 78.96607 | 0 | 2.448265 | 0 | 16.1 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-10-01 13:00:00+00:00 | 67.21434 | 0 | 8.507737 | 0 | 9.95 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-11-01 01:00:00+00:00 | 71.61225 | 0 | 19.73854 | 18 | 6.2 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-11-01 13:00:00+00:00 | 77.852844 | 0 | 7.38 | 59 | 5.2 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-12-01 01:00:00+00:00 | 80.13807 | 0 | 19.862083 | 38 | 1.4 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-12-01 13:00:00+00:00 | 65.24173 | 0 | 7.922044 | 34 | -5.4 | 43.588787 | -79.636835 | 50 | 154.608521 |
2025-01-01 01:00:00+00:00 | 94.546 | 0.9 | 13.321216 | 100 | 4.55 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-01-01 13:00:00+00:00 | 99.28478 | 0.7 | 19.42833 | 100 | 1.3 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-02-01 01:00:00+00:00 | 98.1949 | 1 | 13.262714 | 89 | -0.45 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-02-01 13:00:00+00:00 | 78.43056 | 0 | 13.644427 | 32 | -11.55 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-03-01 01:00:00+00:00 | 62.01015 | 1.4 | 34.154495 | 12 | 5.4 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-03-01 13:00:00+00:00 | 64.55654 | 0 | 26.368616 | 100 | -6.1 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-04-01 01:00:00+00:00 | 69.36504 | 0 | 18.723461 | 87 | 1.45 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-04-01 13:00:00+00:00 | 52.710545 | 0 | 13.948548 | 7 | 1.15 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-05-01 01:00:00+00:00 | 69.8647 | 0 | 3.476377 | 0 | 8.8 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-05-01 13:00:00+00:00 | 66.00022 | 0 | 5.76 | 0 | 11.85 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-06-01 01:00:00+00:00 | 60.838943 | 0 | 11.246759 | 5 | 10.6 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-06-01 13:00:00+00:00 | 60.830307 | 0 | 12.616703 | 0 | 11.45 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-07-01 01:00:00+00:00 | 91.88469 | 0.2 | 7.256032 | 6 | 23.85 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-07-01 13:00:00+00:00 | 86.41853 | 0 | 18.626305 | 43 | 23.55 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-08-01 01:00:00+00:00 | 71.68001 | 0 | 5.474486 | 0 | 16.95 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-08-01 13:00:00+00:00 | 71.77727 | 0 | 6.948093 | 4 | 18.75 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-09-01 01:00:00+00:00 | 70.002396 | 0 | 4.143911 | 0 | 15.55 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-09-01 13:00:00+00:00 | 68.57371 | 0 | 4.942631 | 0 | 16.5 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-10-01 01:00:00+00:00 | 62.094147 | 0 | 8.197414 | 0 | 15.9 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-10-01 13:00:00+00:00 | 70.46263 | 0 | 8.936778 | 0 | 13.05 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-11-01 01:00:00+00:00 | 65.51378 | 0 | 20.38773 | 15 | 6.5 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-11-01 13:00:00+00:00 | 75.72135 | 0 | 9.403169 | 38 | 5.6 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-12-01 01:00:00+00:00 | 70.32625 | 0 | 26.944744 | 100 | 1.05 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-12-01 13:00:00+00:00 | 71.26611 | 0 | 7.208994 | 12 | -4.95 | 43.08692 | -79.139422 | 50 | 190.356598 |
2025-01-01 01:00:00+00:00 | 97.20362 | 0.4 | 19.878391 | 100 | 2.95 | 43.258046 | -79.861921 | 50 | 92.351097 |
2025-01-01 13:00:00+00:00 | 90.7302 | 0.2 | 21.697279 | 59 | 1.45 | 43.258046 | -79.861921 | 50 | 92.351097 |
2025-02-01 01:00:00+00:00 | 87.34042 | 0.1 | 14.154915 | 14 | -0.15 | 43.258046 | -79.861921 | 50 | 92.351097 |
2025-02-01 13:00:00+00:00 | 76.22636 | 0 | 7.056827 | 7 | -14.95 | 43.258046 | -79.861921 | 50 | 92.351097 |
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