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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 5 new columns ({'temperature_2m', 'wind_speed_10m', 'relative_humidity_2m', 'shortwave_radiation', 'precipitation'}) and 5 missing columns ({'precipitation_sum', 'shortwave_radiation_sum', 'temperature_2m_max', 'wind_speed_10m_max', 'temperature_2m_min'}).
This happened while the csv dataset builder was generating data using
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/tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2021.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2021.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2022.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2022.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2023.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2023.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2024.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2024.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2025.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2025.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2026.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2026.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 1837, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
time: string
temperature_2m: double
relative_humidity_2m: double
precipitation: double
wind_speed_10m: double
shortwave_radiation: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1035
to
{'time': Value('string'), 'temperature_2m_max': Value('float64'), 'temperature_2m_min': Value('float64'), 'precipitation_sum': Value('float64'), 'wind_speed_10m_max': Value('float64'), 'shortwave_radiation_sum': 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 1348, 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 890, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 5 new columns ({'temperature_2m', 'wind_speed_10m', 'relative_humidity_2m', 'shortwave_radiation', 'precipitation'}) and 5 missing columns ({'precipitation_sum', 'shortwave_radiation_sum', 'temperature_2m_max', 'wind_speed_10m_max', 'temperature_2m_min'}).
This happened while the csv dataset builder was generating data using
hf://datasets/Shads229/benin-weather-data/Abomey-Calavi/Abomey-Calavi_Hourly_1940.csv (at revision 6fc719935ec6cc2fd19fc54bc8015de66d6cf712), [/tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1940.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1940.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1941.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1941.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1942.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1942.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1943.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1943.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1944.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1944.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1945.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1945.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1946.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1946.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1947.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1947.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1948.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1948.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1949.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1949.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1950.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1950.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1951.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1951.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1952.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1952.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1953.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1953.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1954.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1954.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1955.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1955.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1956.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1956.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1957.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1957.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1958.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1958.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1959.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1959.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1960.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1960.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1961.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1961.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1962.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1962.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1963.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1963.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1964.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1964.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1965.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Abomey-Calavi/Abomey-Calavi_Daily_1965.csv), 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/tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2011.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2011.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2012.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2012.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2013.csv 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/tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2021.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2021.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2022.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2022.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2023.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2023.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2024.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2024.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2025.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2025.csv), /tmp/hf-datasets-cache/medium/datasets/78523040779666-config-parquet-and-info-Shads229-benin-weather-da-6c9ebef7/hub/datasets--Shads229--benin-weather-data/snapshots/6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2026.csv (origin=hf://datasets/Shads229/benin-weather-data@6fc719935ec6cc2fd19fc54bc8015de66d6cf712/Pobe/Pobe_Hourly_2026.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.
time string | temperature_2m_max float64 | temperature_2m_min float64 | precipitation_sum float64 | wind_speed_10m_max float64 | shortwave_radiation_sum float64 |
|---|---|---|---|---|---|
1940-01-01 | 29.1 | 24.8 | null | 13.5 | null |
1940-01-02 | 29.1 | 24.7 | 1.3 | 14.8 | 16.21 |
1940-01-03 | 29.6 | 24.7 | 0.5 | 14 | 17.59 |
1940-01-04 | 30.4 | 24.2 | 0.7 | 16.1 | 19 |
1940-01-05 | 29.7 | 24.6 | 2 | 15.1 | 17.96 |
1940-01-06 | 27.6 | 24.3 | 5.6 | 14.3 | 16.51 |
1940-01-07 | 28.6 | 24.3 | 3.2 | 13.2 | 15.72 |
1940-01-08 | 28.6 | 24.6 | 1.5 | 16.1 | 15.9 |
1940-01-09 | 28.3 | 24.6 | 1.1 | 15 | 15.69 |
1940-01-10 | 28.7 | 24.6 | 1 | 15.3 | 16.13 |
1940-01-11 | 27.7 | 23.9 | 4.5 | 13.9 | 16.59 |
1940-01-12 | 29.2 | 23.2 | 0.8 | 14.4 | 18.78 |
1940-01-13 | 30.3 | 23.5 | 0 | 13.7 | 18.62 |
1940-01-14 | 30.7 | 24.1 | 0 | 17 | 20.77 |
1940-01-15 | 29.6 | 24.7 | 1.5 | 13.9 | 17.66 |
1940-01-16 | 30 | 24.6 | 0.4 | 15.2 | 18 |
1940-01-17 | 30.2 | 24.6 | 1.4 | 14.4 | 18.94 |
1940-01-18 | 29.7 | 24.7 | 0.4 | 14.8 | 17.43 |
1940-01-19 | 29.5 | 24.7 | 6.3 | 15.7 | 17.25 |
1940-01-20 | 29.6 | 24.4 | 0.7 | 14.6 | 15.91 |
1940-01-21 | 29.7 | 24.5 | 0.7 | 14.6 | 17.04 |
1940-01-22 | 28.9 | 24.8 | 4.2 | 16.1 | 16.11 |
1940-01-23 | 29.5 | 24.3 | 6.9 | 16.2 | 17.22 |
1940-01-24 | 27.3 | 24.2 | 13.3 | 15.8 | 11.01 |
1940-01-25 | 30 | 24.3 | 0.2 | 18 | 16.77 |
1940-01-26 | 29.1 | 24.8 | 3.3 | 13.4 | 17.12 |
1940-01-27 | 29.2 | 24.8 | 1.5 | 15.7 | 17.52 |
1940-01-28 | 29.2 | 24.8 | 1.1 | 15.2 | 15.89 |
1940-01-29 | 28.4 | 24.1 | 1.5 | 13.2 | 16.95 |
1940-01-30 | 29.5 | 24.5 | 2.9 | 13.3 | 18.98 |
1940-01-31 | 28.9 | 24.9 | 2.7 | 12.9 | 17.62 |
1940-02-01 | 28.6 | 23.4 | 5.9 | 12.6 | 14.99 |
1940-02-02 | 29.1 | 23.9 | 3.7 | 10.8 | 17.46 |
1940-02-03 | 29.5 | 24.7 | 0.1 | 11.3 | 16.42 |
1940-02-04 | 30.4 | 24.2 | 2.7 | 13.3 | 20.44 |
1940-02-05 | 29.3 | 24.8 | 4.8 | 17.8 | 17.38 |
1940-02-06 | 28.8 | 24.8 | 4 | 13.8 | 17.05 |
1940-02-07 | 28.9 | 24.7 | 7 | 15.6 | 15.47 |
1940-02-08 | 30.7 | 24.6 | 0.4 | 17.4 | 20.2 |
1940-02-09 | 28 | 25 | 1.5 | 16.4 | 15.3 |
1940-02-10 | 29.8 | 24.7 | 4 | 14.8 | 19.43 |
1940-02-11 | 28.5 | 25.2 | 0.1 | 13.5 | 10.54 |
1940-02-12 | 29.3 | 24.5 | 2.1 | 13.8 | 17.55 |
1940-02-13 | 30.2 | 24.7 | 3 | 14.4 | 19.18 |
1940-02-14 | 30.5 | 25.1 | 0.8 | 14.1 | 19.02 |
1940-02-15 | 30 | 25.3 | 1 | 14.8 | 18.67 |
1940-02-16 | 30.6 | 25.7 | 1.6 | 14.7 | 19.03 |
1940-02-17 | 30.2 | 25.6 | 1.8 | 15.9 | 19.95 |
1940-02-18 | 30 | 25.6 | 1.6 | 18.4 | 17.07 |
1940-02-19 | 30.1 | 25.7 | 1 | 14 | 18.22 |
1940-02-20 | 30.9 | 26 | 1 | 15.3 | 20.53 |
1940-02-21 | 31 | 26 | 1.6 | 13 | 18.1 |
1940-02-22 | 30.4 | 25.7 | 3.1 | 15.5 | 19.82 |
1940-02-23 | 30.7 | 25.5 | 2.8 | 16 | 19.71 |
1940-02-24 | 30.6 | 25.4 | 8.5 | 18 | 19.47 |
1940-02-25 | 29.3 | 25.4 | 3.1 | 14.7 | 14.55 |
1940-02-26 | 30.5 | 25.1 | 3.6 | 13.7 | 18.94 |
1940-02-27 | 31 | 25.6 | 2.6 | 14.2 | 20.62 |
1940-02-28 | 29.3 | 25.4 | 4.8 | 16.4 | 18.67 |
1940-02-29 | 30.7 | 25.5 | 2.7 | 12.4 | 20.26 |
1940-03-01 | 30.9 | 25.6 | 1.7 | 13.1 | 19.8 |
1940-03-02 | 30.9 | 25 | 2.6 | 13.4 | 20.8 |
1940-03-03 | 30.6 | 25.8 | 0.9 | 14.5 | 21.33 |
1940-03-04 | 31.6 | 25.7 | 0.4 | 14.3 | 22.45 |
1940-03-05 | 30.8 | 26.2 | 1.8 | 14.4 | 21.47 |
1940-03-06 | 31.1 | 25.8 | 1.2 | 14.8 | 21.43 |
1940-03-07 | 29.8 | 25.4 | 1.4 | 16.9 | 19.42 |
1940-03-08 | 29.6 | 25.2 | 5.1 | 18.4 | 18.9 |
1940-03-09 | 27.9 | 24.6 | 5.9 | 16.1 | 14.03 |
1940-03-10 | 31.1 | 24.2 | 3.7 | 13.5 | 21.27 |
1940-03-11 | 29.4 | 24.1 | 2.8 | 13.6 | 16 |
1940-03-12 | 30.1 | 25.2 | 2.1 | 12.4 | 17.46 |
1940-03-13 | 30.3 | 25.3 | 4.3 | 13.8 | 20 |
1940-03-14 | 30.2 | 25.5 | 5.9 | 16.1 | 18.95 |
1940-03-15 | 29.1 | 25.2 | 5.4 | 17.6 | 19.37 |
1940-03-16 | 30.3 | 24.9 | 8.5 | 16 | 18.7 |
1940-03-17 | 29.5 | 24.8 | 6.5 | 15.7 | 19.8 |
1940-03-18 | 29.4 | 25.5 | 10.7 | 15.6 | 19.5 |
1940-03-19 | 30.3 | 24.3 | 4.7 | 16.1 | 20.51 |
1940-03-20 | 30.3 | 24.9 | 4.4 | 17.3 | 19.91 |
1940-03-21 | 29.3 | 24.8 | 4.7 | 18.6 | 21.46 |
1940-03-22 | 29.7 | 24.6 | 0.9 | 13.1 | 20.01 |
1940-03-23 | 30.8 | 24.7 | 0.1 | 14.5 | 21.67 |
1940-03-24 | 31.3 | 24.9 | 0.1 | 15.4 | 22.75 |
1940-03-25 | 30.4 | 25.7 | 2.1 | 15.9 | 19.63 |
1940-03-26 | 30.8 | 25.2 | 5 | 13.9 | 19.89 |
1940-03-27 | 30.9 | 25.5 | 0.4 | 13.6 | 20.53 |
1940-03-28 | 29.1 | 25.8 | 5.7 | 16.2 | 19.18 |
1940-03-29 | 31.3 | 25.2 | 2.9 | 20 | 21.24 |
1940-03-30 | 29.9 | 25.1 | 6.5 | 17.4 | 16.02 |
1940-03-31 | 30.7 | 25.7 | 2.5 | 15.1 | 18.21 |
1940-04-01 | 28.4 | 25.6 | 7.4 | 17.6 | 13.24 |
1940-04-02 | 29 | 25 | 2.8 | 14.9 | 17.39 |
1940-04-03 | 27.9 | 24.8 | 12.5 | 13.2 | 10.95 |
1940-04-04 | 29.6 | 25.1 | 8.5 | 12.6 | 17.21 |
1940-04-05 | 28.9 | 25.2 | 3.1 | 15.3 | 17.94 |
1940-04-06 | 28.5 | 25.5 | 5.6 | 16.3 | 12.86 |
1940-04-07 | 30.5 | 24.1 | 2 | 10.4 | 18.68 |
1940-04-08 | 30.3 | 25.2 | 7.7 | 12.9 | 19.66 |
1940-04-09 | 29.1 | 25.1 | 11 | 14.5 | 17.45 |
End of preview.
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