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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 ({'time_of_day'})
This happened while the csv dataset builder was generating data using
hf://datasets/rafavdz/accessibility-indicators-2023/records/employment_accommodation_9/access_employment_accommodation_9_pt.csv (at revision a55e586c1d58464cd686f3694aeb67dbaf33bd99), ['hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/inventory.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/variable_descriptor.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/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/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/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
geo_code: string
mode: string
time_of_day: string
access_employment_accommodation_9_15: int64
access_employment_accommodation_9_30: int64
access_employment_accommodation_9_45: int64
access_employment_accommodation_9_60: int64
access_employment_accommodation_9_75: int64
access_employment_accommodation_9_90: int64
access_employment_accommodation_9_105: int64
access_employment_accommodation_9_120: int64
access_employment_accommodation_9_15_pct: double
access_employment_accommodation_9_30_pct: double
access_employment_accommodation_9_45_pct: double
access_employment_accommodation_9_60_pct: double
access_employment_accommodation_9_75_pct: double
access_employment_accommodation_9_90_pct: double
access_employment_accommodation_9_105_pct: double
access_employment_accommodation_9_120_pct: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3435
to
{'geo_code': Value('string'), 'mode': Value('string'), 'access_employment_accommodation_9_15': Value('int64'), 'access_employment_accommodation_9_30': Value('int64'), 'access_employment_accommodation_9_45': Value('int64'), 'access_employment_accommodation_9_60': Value('int64'), 'access_employment_accommodation_9_75': Value('int64'), 'access_employment_accommodation_9_90': Value('int64'), 'access_employment_accommodation_9_105': Value('int64'), 'access_employment_accommodation_9_120': Value('int64'), 'access_employment_accommodation_9_15_pct': Value('float64'), 'access_employment_accommodation_9_30_pct': Value('float64'), 'access_employment_accommodation_9_45_pct': Value('float64'), 'access_employment_accommodation_9_60_pct': Value('float64'), 'access_employment_accommodation_9_75_pct': Value('float64'), 'access_employment_accommodation_9_90_pct': Value('float64'), 'access_employment_accommodation_9_105_pct': Value('float64'), 'access_employment_accommodation_9_120_pct': 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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 ({'time_of_day'})
This happened while the csv dataset builder was generating data using
hf://datasets/rafavdz/accessibility-indicators-2023/records/employment_accommodation_9/access_employment_accommodation_9_pt.csv (at revision a55e586c1d58464cd686f3694aeb67dbaf33bd99), ['hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_accommodation_9/access_employment_accommodation_9_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_agriculture_1/access_employment_agriculture_1_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_all/access_employment_all_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_arts_18/access_employment_arts_18_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_business_14/access_employment_business_14_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_construction_4/access_employment_construction_4_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_education_16/access_employment_education_16_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_financial_11/access_employment_financial_11_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_health_17/access_employment_health_17_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_information_10/access_employment_information_10_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_manufacturing_3/access_employment_manufacturing_3_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_mining_2/access_employment_mining_2_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_motor_5/access_employment_motor_5_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_professional_13/access_employment_professional_13_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_property_12/access_employment_property_12_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_public_15/access_employment_public_15_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_retail_7/access_employment_retail_7_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_transport_8/access_employment_transport_8_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/employment_wholesale_6/access_employment_wholesale_6_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/gp_practices/access_gp_practices_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/hospitals/access_hospitals_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/inventory.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/main_bua/access_main_bua_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/parks/access_parks_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/pharmacies/access_pharmacies_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/primary_schools/access_primary_schools_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/secondary_schools/access_secondary_schools_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/sub_bua/access_sub_bua_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_bicycle.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_pt.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/supermarkets/access_supermarkets_walk.csv', 'hf://datasets/rafavdz/accessibility-indicators-2023@a55e586c1d58464cd686f3694aeb67dbaf33bd99/records/variable_descriptor.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.
geo_code string | mode string | access_employment_accommodation_9_15 int64 | access_employment_accommodation_9_30 int64 | access_employment_accommodation_9_45 int64 | access_employment_accommodation_9_60 int64 | access_employment_accommodation_9_75 int64 | access_employment_accommodation_9_90 int64 | access_employment_accommodation_9_105 int64 | access_employment_accommodation_9_120 int64 | access_employment_accommodation_9_15_pct float64 | access_employment_accommodation_9_30_pct float64 | access_employment_accommodation_9_45_pct float64 | access_employment_accommodation_9_60_pct float64 | access_employment_accommodation_9_75_pct float64 | access_employment_accommodation_9_90_pct float64 | access_employment_accommodation_9_105_pct float64 | access_employment_accommodation_9_120_pct float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
E01000001 | bicycle | 24,400 | 120,845 | 189,220 | 237,940 | 276,035 | 303,345 | 332,245 | 362,025 | 1.0453 | 5.177 | 8.1061 | 10.1933 | 11.8253 | 12.9952 | 14.2333 | 15.5091 |
E01000002 | bicycle | 22,080 | 90,800 | 184,230 | 233,740 | 274,240 | 300,390 | 330,095 | 359,975 | 0.9459 | 3.8899 | 7.8924 | 10.0134 | 11.7484 | 12.8686 | 14.1412 | 15.4212 |
E01000003 | bicycle | 15,185 | 100,850 | 189,250 | 236,470 | 276,610 | 302,410 | 331,025 | 361,105 | 0.6505 | 4.3204 | 8.1074 | 10.1303 | 11.8499 | 12.9552 | 14.181 | 15.4697 |
E01000005 | bicycle | 17,970 | 77,970 | 173,565 | 231,525 | 270,030 | 297,285 | 328,305 | 355,365 | 0.7698 | 3.3402 | 7.4355 | 9.9185 | 11.568 | 12.7356 | 14.0645 | 15.2238 |
E01000006 | bicycle | 890 | 5,415 | 14,180 | 30,395 | 61,385 | 126,805 | 225,185 | 274,545 | 0.0381 | 0.232 | 0.6075 | 1.3021 | 2.6297 | 5.4323 | 9.6469 | 11.7614 |
E01000007 | bicycle | 1,040 | 6,700 | 17,320 | 32,325 | 65,995 | 134,990 | 232,615 | 280,620 | 0.0446 | 0.287 | 0.742 | 1.3848 | 2.8272 | 5.7829 | 9.9652 | 12.0217 |
E01000008 | bicycle | 1,325 | 6,970 | 17,495 | 34,150 | 83,365 | 165,480 | 242,830 | 285,850 | 0.0568 | 0.2986 | 0.7495 | 1.463 | 3.5713 | 7.0891 | 10.4028 | 12.2457 |
E01000009 | bicycle | 995 | 5,565 | 16,745 | 32,040 | 63,150 | 131,045 | 228,110 | 278,395 | 0.0426 | 0.2384 | 0.7174 | 1.3726 | 2.7053 | 5.6139 | 9.7722 | 11.9264 |
E01000010 | bicycle | 855 | 6,560 | 17,545 | 32,635 | 67,690 | 145,655 | 237,395 | 283,430 | 0.0366 | 0.281 | 0.7516 | 1.3981 | 2.8998 | 6.2398 | 10.1699 | 12.1421 |
E01000011 | bicycle | 1,045 | 5,195 | 14,470 | 29,250 | 55,015 | 124,705 | 215,645 | 272,955 | 0.0448 | 0.2226 | 0.6199 | 1.2531 | 2.3568 | 5.3423 | 9.2382 | 11.6933 |
E01000012 | bicycle | 1,160 | 5,780 | 16,735 | 30,885 | 62,695 | 127,940 | 226,940 | 274,685 | 0.0497 | 0.2476 | 0.7169 | 1.3231 | 2.6858 | 5.4809 | 9.7221 | 11.7674 |
E01000013 | bicycle | 330 | 2,090 | 8,610 | 18,090 | 34,400 | 63,830 | 129,630 | 229,510 | 0.0141 | 0.0895 | 0.3689 | 0.775 | 1.4737 | 2.7345 | 5.5533 | 9.8322 |
E01000014 | bicycle | 185 | 2,085 | 8,735 | 17,760 | 34,835 | 63,980 | 130,465 | 230,630 | 0.0079 | 0.0893 | 0.3742 | 0.7608 | 1.4923 | 2.7409 | 5.5891 | 9.8801 |
E01000015 | bicycle | 300 | 1,675 | 7,610 | 14,580 | 24,675 | 45,425 | 105,855 | 206,045 | 0.0129 | 0.0718 | 0.326 | 0.6246 | 1.0571 | 1.946 | 4.5348 | 8.8269 |
E01000016 | bicycle | 345 | 1,725 | 7,730 | 14,650 | 24,795 | 45,435 | 106,385 | 206,335 | 0.0148 | 0.0739 | 0.3312 | 0.6276 | 1.0622 | 1.9464 | 4.5575 | 8.8393 |
E01000017 | bicycle | 260 | 1,950 | 8,865 | 16,930 | 31,815 | 57,000 | 121,390 | 217,105 | 0.0111 | 0.0835 | 0.3798 | 0.7253 | 1.3629 | 2.4419 | 5.2003 | 9.3007 |
E01000018 | bicycle | 365 | 1,790 | 8,345 | 15,905 | 27,450 | 47,865 | 110,600 | 208,290 | 0.0156 | 0.0767 | 0.3575 | 0.6814 | 1.176 | 2.0505 | 4.7381 | 8.9231 |
E01000019 | bicycle | 270 | 3,940 | 9,760 | 19,370 | 33,770 | 54,070 | 116,625 | 215,385 | 0.0116 | 0.1688 | 0.4181 | 0.8298 | 1.4467 | 2.3163 | 4.9962 | 9.227 |
E01000020 | bicycle | 360 | 3,155 | 8,705 | 18,375 | 33,125 | 51,295 | 113,860 | 212,675 | 0.0154 | 0.1352 | 0.3729 | 0.7872 | 1.4191 | 2.1975 | 4.8777 | 9.1109 |
E01000021 | bicycle | 300 | 4,220 | 9,405 | 20,460 | 35,085 | 62,385 | 126,035 | 221,115 | 0.0129 | 0.1808 | 0.4029 | 0.8765 | 1.503 | 2.6726 | 5.3993 | 9.4725 |
E01000022 | bicycle | 335 | 3,915 | 9,245 | 19,560 | 34,530 | 61,950 | 124,715 | 220,935 | 0.0144 | 0.1677 | 0.3961 | 0.8379 | 1.4793 | 2.6539 | 5.3428 | 9.4648 |
E01000023 | bicycle | 335 | 4,110 | 9,025 | 20,915 | 36,710 | 67,870 | 132,175 | 232,875 | 0.0144 | 0.1761 | 0.3866 | 0.896 | 1.5726 | 2.9075 | 5.6623 | 9.9763 |
E01000024 | bicycle | 230 | 3,635 | 9,460 | 19,540 | 36,710 | 66,045 | 140,025 | 233,850 | 0.0099 | 0.1557 | 0.4053 | 0.8371 | 1.5726 | 2.8294 | 5.9986 | 10.0181 |
E01000025 | bicycle | 200 | 3,575 | 9,715 | 21,930 | 37,675 | 68,580 | 142,935 | 241,215 | 0.0086 | 0.1532 | 0.4162 | 0.9395 | 1.614 | 2.938 | 6.1233 | 10.3336 |
E01000027 | bicycle | 475 | 2,790 | 6,455 | 12,660 | 21,600 | 32,345 | 64,470 | 131,030 | 0.0203 | 0.1195 | 0.2765 | 0.5424 | 0.9253 | 1.3857 | 2.7619 | 5.6133 |
E01000028 | bicycle | 495 | 2,640 | 6,630 | 13,235 | 22,115 | 33,910 | 69,140 | 134,735 | 0.0212 | 0.1131 | 0.284 | 0.567 | 0.9474 | 1.4527 | 2.9619 | 5.772 |
E01000029 | bicycle | 700 | 3,900 | 7,760 | 15,815 | 25,870 | 39,190 | 91,970 | 171,700 | 0.03 | 0.1671 | 0.3324 | 0.6775 | 1.1083 | 1.6789 | 3.94 | 7.3556 |
E01000030 | bicycle | 545 | 3,535 | 6,905 | 13,870 | 22,755 | 35,585 | 70,820 | 152,765 | 0.0233 | 0.1514 | 0.2958 | 0.5942 | 0.9748 | 1.5245 | 3.0339 | 6.5444 |
E01000031 | bicycle | 395 | 3,700 | 7,205 | 14,050 | 22,660 | 34,780 | 70,820 | 140,920 | 0.0169 | 0.1585 | 0.3087 | 0.6019 | 0.9707 | 1.49 | 3.0339 | 6.037 |
E01000032 | bicycle | 760 | 3,945 | 7,830 | 16,760 | 27,660 | 41,720 | 95,365 | 178,595 | 0.0326 | 0.169 | 0.3354 | 0.718 | 1.1849 | 1.7873 | 4.0854 | 7.651 |
E01000033 | bicycle | 50 | 2,325 | 6,340 | 11,505 | 18,680 | 33,510 | 58,440 | 122,600 | 0.0021 | 0.0996 | 0.2716 | 0.4929 | 0.8002 | 1.4356 | 2.5036 | 5.2522 |
E01000034 | bicycle | 100 | 3,400 | 6,750 | 11,895 | 18,940 | 33,610 | 58,960 | 125,275 | 0.0043 | 0.1457 | 0.2892 | 0.5096 | 0.8114 | 1.4398 | 2.5258 | 5.3668 |
E01000035 | bicycle | 185 | 1,465 | 6,005 | 11,980 | 22,295 | 37,055 | 69,450 | 145,800 | 0.0079 | 0.0628 | 0.2573 | 0.5132 | 0.9551 | 1.5874 | 2.9752 | 6.246 |
E01000036 | bicycle | 275 | 1,440 | 6,225 | 11,940 | 22,775 | 38,775 | 84,490 | 168,575 | 0.0118 | 0.0617 | 0.2667 | 0.5115 | 0.9757 | 1.6611 | 3.6195 | 7.2217 |
E01000037 | bicycle | 85 | 3,395 | 6,805 | 10,690 | 14,355 | 25,975 | 42,515 | 95,975 | 0.0036 | 0.1454 | 0.2915 | 0.458 | 0.615 | 1.1128 | 1.8213 | 4.1115 |
E01000038 | bicycle | 125 | 3,065 | 6,500 | 11,360 | 18,050 | 27,865 | 45,755 | 110,110 | 0.0054 | 0.1313 | 0.2785 | 0.4867 | 0.7733 | 1.1937 | 1.9601 | 4.7171 |
E01000039 | bicycle | 60 | 2,025 | 5,845 | 10,310 | 14,705 | 25,715 | 44,405 | 103,700 | 0.0026 | 0.0868 | 0.2504 | 0.4417 | 0.63 | 1.1016 | 1.9023 | 4.4425 |
E01000040 | bicycle | 545 | 4,220 | 13,020 | 30,930 | 62,720 | 136,810 | 227,575 | 279,510 | 0.0233 | 0.1808 | 0.5578 | 1.325 | 2.6869 | 5.8609 | 9.7493 | 11.9741 |
E01000041 | bicycle | 245 | 3,610 | 10,635 | 28,390 | 49,240 | 114,250 | 210,725 | 269,320 | 0.0105 | 0.1547 | 0.4556 | 1.2162 | 2.1094 | 4.8944 | 9.0274 | 11.5376 |
E01000042 | bicycle | 325 | 4,005 | 12,440 | 27,910 | 56,255 | 123,535 | 221,195 | 271,820 | 0.0139 | 0.1716 | 0.5329 | 1.1957 | 2.41 | 5.2922 | 9.4759 | 11.6447 |
E01000043 | bicycle | 855 | 5,030 | 15,845 | 32,610 | 67,165 | 143,025 | 237,655 | 282,835 | 0.0366 | 0.2155 | 0.6788 | 1.397 | 2.8773 | 6.1272 | 10.1811 | 12.1166 |
E01000044 | bicycle | 870 | 5,325 | 14,180 | 31,585 | 64,220 | 138,985 | 233,930 | 281,615 | 0.0373 | 0.2281 | 0.6075 | 1.3531 | 2.7512 | 5.9541 | 10.0215 | 12.0643 |
E01000045 | bicycle | 290 | 4,025 | 12,910 | 30,775 | 61,975 | 126,865 | 227,500 | 277,570 | 0.0124 | 0.1724 | 0.5531 | 1.3184 | 2.655 | 5.4349 | 9.746 | 11.891 |
E01000046 | bicycle | 225 | 3,710 | 12,065 | 28,840 | 56,020 | 122,260 | 222,675 | 271,400 | 0.0096 | 0.1589 | 0.5169 | 1.2355 | 2.3999 | 5.2376 | 9.5393 | 11.6267 |
E01000048 | bicycle | 780 | 4,950 | 15,815 | 33,145 | 85,160 | 166,815 | 242,600 | 286,145 | 0.0334 | 0.2121 | 0.6775 | 1.4199 | 3.6482 | 7.1463 | 10.3929 | 12.2584 |
E01000049 | bicycle | 630 | 4,705 | 15,990 | 33,820 | 87,530 | 170,950 | 247,480 | 290,835 | 0.027 | 0.2016 | 0.685 | 1.4488 | 3.7498 | 7.3235 | 10.602 | 12.4593 |
E01000050 | bicycle | 830 | 5,005 | 13,720 | 31,220 | 63,150 | 137,550 | 230,555 | 280,870 | 0.0356 | 0.2144 | 0.5878 | 1.3375 | 2.7053 | 5.8926 | 9.8769 | 12.0324 |
E01000051 | bicycle | 780 | 5,115 | 16,445 | 32,920 | 79,775 | 161,025 | 241,750 | 284,575 | 0.0334 | 0.2191 | 0.7045 | 1.4103 | 3.4175 | 6.8983 | 10.3565 | 12.1911 |
E01000052 | bicycle | 1,020 | 5,090 | 16,195 | 33,150 | 85,895 | 168,105 | 244,830 | 287,075 | 0.0437 | 0.2181 | 0.6938 | 1.4201 | 3.6797 | 7.2016 | 10.4885 | 12.2982 |
E01000053 | bicycle | 595 | 2,145 | 7,435 | 20,555 | 37,810 | 89,445 | 174,385 | 250,965 | 0.0255 | 0.0919 | 0.3185 | 0.8806 | 1.6198 | 3.8318 | 7.4706 | 10.7513 |
E01000054 | bicycle | 330 | 2,560 | 9,695 | 21,575 | 42,690 | 102,830 | 203,750 | 258,700 | 0.0141 | 0.1097 | 0.4153 | 0.9243 | 1.8288 | 4.4052 | 8.7286 | 11.0826 |
E01000055 | bicycle | 210 | 3,310 | 10,170 | 27,840 | 47,890 | 111,720 | 209,315 | 267,810 | 0.009 | 0.1418 | 0.4357 | 1.1927 | 2.0516 | 4.7861 | 8.967 | 11.4729 |
E01000056 | bicycle | 530 | 2,495 | 9,185 | 20,810 | 40,275 | 97,850 | 181,225 | 255,650 | 0.0227 | 0.1069 | 0.3935 | 0.8915 | 1.7254 | 4.1919 | 7.7636 | 10.952 |
E01000057 | bicycle | 185 | 3,645 | 10,365 | 27,345 | 46,790 | 108,500 | 207,595 | 265,285 | 0.0079 | 0.1562 | 0.444 | 1.1715 | 2.0045 | 4.6481 | 8.8933 | 11.3647 |
E01000058 | bicycle | 260 | 2,385 | 7,115 | 20,170 | 37,430 | 86,970 | 169,750 | 245,610 | 0.0111 | 0.1022 | 0.3048 | 0.8641 | 1.6035 | 3.7258 | 7.272 | 10.5219 |
E01000059 | bicycle | 300 | 1,705 | 6,285 | 17,265 | 34,450 | 66,565 | 142,500 | 238,875 | 0.0129 | 0.073 | 0.2692 | 0.7396 | 1.4758 | 2.8516 | 6.1047 | 10.2333 |
E01000060 | bicycle | 245 | 2,900 | 8,560 | 13,540 | 24,830 | 41,025 | 91,840 | 174,410 | 0.0105 | 0.1242 | 0.3667 | 0.5801 | 1.0637 | 1.7575 | 3.9344 | 7.4717 |
E01000061 | bicycle | 405 | 2,760 | 8,795 | 13,645 | 24,660 | 40,080 | 86,250 | 159,425 | 0.0174 | 0.1182 | 0.3768 | 0.5845 | 1.0564 | 1.717 | 3.6949 | 6.8297 |
E01000062 | bicycle | 290 | 2,065 | 8,335 | 13,575 | 24,865 | 41,535 | 95,695 | 178,300 | 0.0124 | 0.0885 | 0.3571 | 0.5815 | 1.0652 | 1.7793 | 4.0996 | 7.6383 |
E01000063 | bicycle | 500 | 1,970 | 8,205 | 16,425 | 27,025 | 43,715 | 103,980 | 192,415 | 0.0214 | 0.0844 | 0.3515 | 0.7036 | 1.1577 | 1.8727 | 4.4545 | 8.243 |
E01000064 | bicycle | 125 | 1,760 | 7,285 | 12,675 | 23,770 | 39,615 | 83,880 | 169,115 | 0.0054 | 0.0754 | 0.3121 | 0.543 | 1.0183 | 1.6971 | 3.5934 | 7.2448 |
E01000065 | bicycle | 370 | 2,275 | 8,750 | 16,855 | 31,595 | 48,770 | 112,600 | 211,820 | 0.0159 | 0.0975 | 0.3748 | 0.7221 | 1.3535 | 2.0893 | 4.8238 | 9.0743 |
E01000066 | bicycle | 405 | 4,530 | 12,860 | 24,700 | 42,440 | 103,345 | 186,660 | 260,540 | 0.0174 | 0.1941 | 0.5509 | 1.0581 | 1.8181 | 4.4273 | 7.9965 | 11.1615 |
E01000067 | bicycle | 435 | 4,780 | 13,035 | 25,155 | 44,945 | 107,380 | 204,475 | 262,890 | 0.0186 | 0.2048 | 0.5584 | 1.0776 | 1.9254 | 4.6001 | 8.7597 | 11.2621 |
E01000068 | bicycle | 915 | 5,435 | 13,740 | 29,965 | 56,925 | 125,895 | 222,790 | 272,470 | 0.0392 | 0.2328 | 0.5886 | 1.2837 | 2.4387 | 5.3933 | 9.5443 | 11.6725 |
E01000069 | bicycle | 610 | 5,155 | 13,260 | 25,260 | 47,180 | 108,645 | 205,585 | 265,650 | 0.0261 | 0.2208 | 0.5681 | 1.0821 | 2.0212 | 4.6543 | 8.8072 | 11.3804 |
E01000070 | bicycle | 925 | 5,375 | 13,860 | 29,260 | 53,405 | 117,495 | 212,115 | 270,785 | 0.0396 | 0.2303 | 0.5938 | 1.2535 | 2.2879 | 5.0335 | 9.087 | 11.6004 |
E01000071 | bicycle | 570 | 5,100 | 12,485 | 28,120 | 47,160 | 109,320 | 207,230 | 266,400 | 0.0244 | 0.2185 | 0.5349 | 1.2047 | 2.0203 | 4.6832 | 8.8777 | 11.4125 |
E01000072 | bicycle | 245 | 3,430 | 10,275 | 22,965 | 41,000 | 96,830 | 174,910 | 255,800 | 0.0105 | 0.1469 | 0.4402 | 0.9838 | 1.7564 | 4.1482 | 7.4931 | 10.9584 |
E01000073 | bicycle | 235 | 4,085 | 10,165 | 22,830 | 39,305 | 90,305 | 169,640 | 247,610 | 0.0101 | 0.175 | 0.4355 | 0.978 | 1.6838 | 3.8686 | 7.2673 | 10.6076 |
E01000074 | bicycle | 270 | 3,725 | 10,265 | 22,900 | 39,415 | 90,425 | 169,595 | 247,530 | 0.0116 | 0.1596 | 0.4398 | 0.981 | 1.6885 | 3.8738 | 7.2654 | 10.6041 |
E01000075 | bicycle | 305 | 3,320 | 10,070 | 22,460 | 41,790 | 98,610 | 181,700 | 256,460 | 0.0131 | 0.1422 | 0.4314 | 0.9622 | 1.7903 | 4.2244 | 7.784 | 10.9867 |
E01000076 | bicycle | 270 | 3,420 | 10,055 | 22,135 | 41,470 | 100,090 | 181,715 | 257,265 | 0.0116 | 0.1465 | 0.4308 | 0.9483 | 1.7766 | 4.2878 | 7.7846 | 11.0212 |
E01000077 | bicycle | 190 | 3,340 | 9,185 | 19,180 | 36,600 | 65,160 | 135,040 | 232,990 | 0.0081 | 0.1431 | 0.3935 | 0.8217 | 1.5679 | 2.7914 | 5.7851 | 9.9812 |
E01000078 | bicycle | 310 | 2,410 | 9,195 | 17,830 | 33,955 | 61,095 | 127,565 | 227,950 | 0.0133 | 0.1032 | 0.3939 | 0.7638 | 1.4546 | 2.6173 | 5.4649 | 9.7653 |
E01000079 | bicycle | 250 | 2,105 | 9,450 | 17,820 | 35,365 | 64,495 | 133,550 | 231,810 | 0.0107 | 0.0902 | 0.4048 | 0.7634 | 1.515 | 2.763 | 5.7213 | 9.9307 |
E01000080 | bicycle | 270 | 2,920 | 9,440 | 21,635 | 37,815 | 69,590 | 146,825 | 244,650 | 0.0116 | 0.1251 | 0.4044 | 0.9268 | 1.62 | 2.9812 | 6.2899 | 10.4807 |
E01000081 | bicycle | 265 | 2,170 | 8,665 | 17,295 | 33,205 | 58,140 | 125,620 | 225,680 | 0.0114 | 0.093 | 0.3712 | 0.7409 | 1.4225 | 2.4907 | 5.3815 | 9.6681 |
E01000082 | bicycle | 290 | 2,270 | 9,135 | 17,135 | 32,180 | 48,925 | 112,970 | 212,575 | 0.0124 | 0.0972 | 0.3913 | 0.7341 | 1.3786 | 2.0959 | 4.8396 | 9.1067 |
E01000083 | bicycle | 315 | 2,785 | 9,325 | 18,475 | 34,125 | 58,150 | 122,945 | 219,035 | 0.0135 | 0.1193 | 0.3995 | 0.7915 | 1.4619 | 2.4911 | 5.2669 | 9.3834 |
E01000084 | bicycle | 330 | 1,590 | 6,110 | 17,080 | 34,055 | 65,230 | 140,725 | 236,585 | 0.0141 | 0.0681 | 0.2618 | 0.7317 | 1.4589 | 2.7944 | 6.0286 | 10.1352 |
E01000085 | bicycle | 555 | 1,595 | 6,790 | 16,935 | 33,780 | 64,240 | 140,270 | 233,230 | 0.0238 | 0.0683 | 0.2909 | 0.7255 | 1.4471 | 2.752 | 6.0091 | 9.9915 |
E01000086 | bicycle | 520 | 1,730 | 6,210 | 19,775 | 35,285 | 68,940 | 147,390 | 242,735 | 0.0223 | 0.0741 | 0.266 | 0.8472 | 1.5116 | 2.9534 | 6.3142 | 10.3987 |
E01000087 | bicycle | 535 | 1,685 | 6,010 | 19,730 | 34,710 | 70,440 | 147,600 | 243,015 | 0.0229 | 0.0722 | 0.2575 | 0.8452 | 1.487 | 3.0176 | 6.3231 | 10.4107 |
E01000088 | bicycle | 530 | 1,730 | 5,905 | 17,275 | 34,470 | 68,240 | 142,680 | 239,455 | 0.0227 | 0.0741 | 0.253 | 0.7401 | 1.4767 | 2.9234 | 6.1124 | 10.2582 |
E01000089 | bicycle | 485 | 1,430 | 5,815 | 16,005 | 31,770 | 62,660 | 128,330 | 227,225 | 0.0208 | 0.0613 | 0.2491 | 0.6857 | 1.361 | 2.6843 | 5.4976 | 9.7343 |
E01000090 | bicycle | 670 | 1,570 | 6,020 | 16,990 | 32,605 | 65,005 | 129,500 | 229,375 | 0.0287 | 0.0673 | 0.2579 | 0.7278 | 1.3968 | 2.7848 | 5.5477 | 9.8264 |
E01000091 | bicycle | 215 | 2,975 | 10,830 | 25,990 | 57,045 | 124,125 | 221,735 | 271,755 | 0.0092 | 0.1274 | 0.464 | 1.1134 | 2.4438 | 5.3175 | 9.4991 | 11.6419 |
E01000092 | bicycle | 225 | 2,855 | 11,645 | 29,020 | 62,550 | 136,925 | 230,780 | 280,360 | 0.0096 | 0.1223 | 0.4989 | 1.2432 | 2.6796 | 5.8658 | 9.8866 | 12.0106 |
E01000093 | bicycle | 295 | 3,325 | 12,005 | 29,410 | 63,105 | 137,240 | 229,690 | 280,205 | 0.0126 | 0.1424 | 0.5143 | 1.2599 | 2.7034 | 5.8793 | 9.8399 | 12.0039 |
E01000094 | bicycle | 230 | 2,420 | 9,175 | 24,400 | 45,490 | 110,565 | 207,255 | 266,470 | 0.0099 | 0.1037 | 0.3931 | 1.0453 | 1.9488 | 4.7366 | 8.8788 | 11.4155 |
E01000095 | bicycle | 230 | 2,880 | 9,895 | 26,345 | 45,750 | 108,795 | 208,880 | 265,800 | 0.0099 | 0.1234 | 0.4239 | 1.1286 | 1.9599 | 4.6608 | 8.9484 | 11.3868 |
E01000096 | bicycle | 265 | 4,155 | 12,880 | 31,160 | 61,990 | 128,925 | 227,605 | 278,230 | 0.0114 | 0.178 | 0.5518 | 1.3349 | 2.6556 | 5.5231 | 9.7505 | 11.9193 |
E01000097 | bicycle | 445 | 2,690 | 8,770 | 16,860 | 28,740 | 44,600 | 97,735 | 181,580 | 0.0191 | 0.1152 | 0.3757 | 0.7223 | 1.2312 | 1.9107 | 4.1869 | 7.7788 |
E01000098 | bicycle | 340 | 3,335 | 8,955 | 16,735 | 28,850 | 45,705 | 103,140 | 186,695 | 0.0146 | 0.1429 | 0.3836 | 0.7169 | 1.2359 | 1.958 | 4.4185 | 7.998 |
E01000099 | bicycle | 440 | 2,085 | 7,730 | 15,480 | 27,645 | 42,005 | 95,500 | 179,370 | 0.0188 | 0.0893 | 0.3312 | 0.6632 | 1.1843 | 1.7995 | 4.0912 | 7.6842 |
E01000100 | bicycle | 490 | 2,245 | 8,955 | 17,045 | 27,395 | 44,540 | 106,945 | 193,460 | 0.021 | 0.0962 | 0.3836 | 0.7302 | 1.1736 | 1.9081 | 4.5815 | 8.2878 |
E01000101 | bicycle | 500 | 2,100 | 9,035 | 17,045 | 27,385 | 43,390 | 103,200 | 185,275 | 0.0214 | 0.09 | 0.3871 | 0.7302 | 1.1732 | 1.8588 | 4.4211 | 7.9371 |
E01000102 | bicycle | 370 | 2,655 | 9,115 | 17,990 | 33,475 | 49,625 | 115,320 | 214,065 | 0.0159 | 0.1137 | 0.3905 | 0.7707 | 1.4341 | 2.1259 | 4.9403 | 9.1705 |
E01000103 | bicycle | 405 | 1,175 | 4,695 | 13,630 | 25,630 | 46,675 | 109,040 | 207,465 | 0.0174 | 0.0503 | 0.2011 | 0.5839 | 1.098 | 1.9995 | 4.6712 | 8.8878 |
End of preview.
Dataset Open Great Britain Accessibility Indicators 2023 (AI23)
This dataset is a copy of the repository hosted at: https://zenodo.org/records/14778265. A full description is available at the source.
Citation
If you use this dataset or part of it, you are encouraged to use the following citation:
- J Rafael Verduzco Torres, & David McArthur. (2024). Great Britain Accessibility Indicators 2023 (AI23) (Version 2023) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.14778265
- Verduzco Torres, J. R., & McArthur, D. P. (2024). Public transport accessibility indicators to urban and regional services in Great Britain. Scientific Data, 11(1). https://doi.org/10.1038/s41597-023-02890-w
- Verduzco Torres, J. R., & McArthur, D. P. (2024a). Great Britain Accessibility Indicators 2023: Data descriptor. OSF. https://doi.org/10.31235/osf.io/qb9j4
@article{VerduzcoTorres2024,
title = {Public Transport Accessibility Indicators to Urban and Regional Services in {{Great Britain}}},
author = {Verduzco Torres, J. Rafael and McArthur, David Philip},
year = {2024},
month = jan,
journal = {Scientific Data},
volume = {11},
number = {1},
pages = {53},
publisher = {{Nature Publishing Group}},
doi = {10.1038/s41597-023-02890-w},
urldate = {2024-01-15},
}
@article{VerduzcoTorres2024a,
title = {Great {{Britain Accessibility Indicators}} 2023: {{Data}} Descriptor},
shorttitle = {Great {{Britain Accessibility Indicators}} 2023},
author = {Verduzco Torres, Jose Rafael and McArthur, David Philip},
date = {2024-03-23},
eprinttype = {OSF},
doi = {10.31235/osf.io/qb9j4},
url = {https://osf.io/qb9j4},
urldate = {2024-03-25}
}
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