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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 94 new columns ({'requires_license', 'last_scraped', 'host_picture_url', 'host_has_profile_pic', 'bathrooms', 'host_response_time', 'reviews_per_month', 'square_feet', 'availability_60', 'house_rules', 'amenities', 'access', 'host_acceptance_rate', 'market', 'id', 'description', 'city', 'bed_type', 'is_location_exact', 'listing_url', 'neighbourhood', 'host_name', 'beds', 'state', 'license', 'host_identity_verified', 'cleaning_fee', 'jurisdiction_names', 'instant_bookable', 'review_scores_value', 'name', 'host_id', 'host_verifications', 'availability_30', 'minimum_nights', 'first_review', 'guests_included', 'availability_365', 'host_location', 'smart_location', 'property_type', 'neighbourhood_cleansed', 'latitude', 'host_listings_count', 'space', 'bedrooms', 'review_scores_location', 'interaction', 'host_since', 'host_thumbnail_url', 'country_code', 'has_availability', 'security_deposit', 'scrape_id', 'host_url', 'cancellation_policy', 'neighborhood_overview', 'medium_url', 'monthly_price', 'last_review', 'require_guest_phone_verification', 'experiences_offered', 'host_about', 'calendar_last_scraped', 'thumbnail_url', 'transit', 'weekly_price', 'country', 'calendar_updated', 'longitude', 'review_scores_rating', 'xl_picture_url', 'summary', 'host_neighbourhood', 'calculated_host_listings_count', 'review_scores_checkin', 'accommodates', 'street', 'extra_people', 'number_of_reviews', 'neighbourhood_group_cleansed', 'review_scores_accuracy', 'room_type', 'review_scores_communication', 'notes', 'zipcode', 'availability_90', 'host_total_listings_count', 'review_scores_cleanliness', 'maximum_nights', 'picture_url', 'require_guest_profile_picture', 'host_is_superhost', 'host_response_rate'}) and 3 missing columns ({'listing_id', 'date', 'available'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/airbnb_boston/listings.csv (at revision 3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65), [/tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/calendar.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/calendar.csv), /tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/listings.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/listings.csv), /tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/reviews.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/reviews.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
id: int64
listing_url: string
scrape_id: int64
last_scraped: string
name: string
summary: string
space: string
description: string
experiences_offered: string
neighborhood_overview: string
notes: string
transit: string
access: string
interaction: string
house_rules: string
thumbnail_url: string
medium_url: string
picture_url: string
xl_picture_url: string
host_id: int64
host_url: string
host_name: string
host_since: string
host_location: string
host_about: string
host_response_time: string
host_response_rate: string
host_acceptance_rate: string
host_is_superhost: string
host_thumbnail_url: string
host_picture_url: string
host_neighbourhood: string
host_listings_count: int64
host_total_listings_count: int64
host_verifications: string
host_has_profile_pic: string
host_identity_verified: string
street: string
neighbourhood: string
neighbourhood_cleansed: string
neighbourhood_group_cleansed: double
city: string
state: string
zipcode: string
market: string
smart_location: string
country_code: string
country: string
latitude: double
longitude: double
is_location_exact: string
property_type: string
room_type: string
accommodates: int64
bathrooms: double
bedrooms: double
beds: double
bed_type: string
amenities: string
square_feet: double
price: string
weekly_price: string
monthly_price: string
security_deposit: string
cleaning_fee: string
guests_included: int64
extra_people: string
minimum_nights: int64
maximum_nights: int64
calendar_updated: string
has_availability: double
availability_30: int64
availability_60: int64
availability_90: int64
availability_365: int64
calendar_last_scraped: string
number_of_reviews: int64
first_review: string
last_review: string
review_scores_rating: double
review_scores_accuracy: double
review_scores_cleanliness: double
review_scores_checkin: double
review_scores_communication: double
review_scores_location: double
review_scores_value: double
requires_license: string
license: double
jurisdiction_names: double
instant_bookable: string
cancellation_policy: string
require_guest_profile_picture: string
require_guest_phone_verification: string
calculated_host_listings_count: int64
reviews_per_month: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 12381
to
{'listing_id': Value('int64'), 'date': Value('string'), 'available': Value('string'), 'price': Value('string')}
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 94 new columns ({'requires_license', 'last_scraped', 'host_picture_url', 'host_has_profile_pic', 'bathrooms', 'host_response_time', 'reviews_per_month', 'square_feet', 'availability_60', 'house_rules', 'amenities', 'access', 'host_acceptance_rate', 'market', 'id', 'description', 'city', 'bed_type', 'is_location_exact', 'listing_url', 'neighbourhood', 'host_name', 'beds', 'state', 'license', 'host_identity_verified', 'cleaning_fee', 'jurisdiction_names', 'instant_bookable', 'review_scores_value', 'name', 'host_id', 'host_verifications', 'availability_30', 'minimum_nights', 'first_review', 'guests_included', 'availability_365', 'host_location', 'smart_location', 'property_type', 'neighbourhood_cleansed', 'latitude', 'host_listings_count', 'space', 'bedrooms', 'review_scores_location', 'interaction', 'host_since', 'host_thumbnail_url', 'country_code', 'has_availability', 'security_deposit', 'scrape_id', 'host_url', 'cancellation_policy', 'neighborhood_overview', 'medium_url', 'monthly_price', 'last_review', 'require_guest_phone_verification', 'experiences_offered', 'host_about', 'calendar_last_scraped', 'thumbnail_url', 'transit', 'weekly_price', 'country', 'calendar_updated', 'longitude', 'review_scores_rating', 'xl_picture_url', 'summary', 'host_neighbourhood', 'calculated_host_listings_count', 'review_scores_checkin', 'accommodates', 'street', 'extra_people', 'number_of_reviews', 'neighbourhood_group_cleansed', 'review_scores_accuracy', 'room_type', 'review_scores_communication', 'notes', 'zipcode', 'availability_90', 'host_total_listings_count', 'review_scores_cleanliness', 'maximum_nights', 'picture_url', 'require_guest_profile_picture', 'host_is_superhost', 'host_response_rate'}) and 3 missing columns ({'listing_id', 'date', 'available'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/airbnb_boston/listings.csv (at revision 3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65), [/tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/calendar.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/calendar.csv), /tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/listings.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/listings.csv), /tmp/hf-datasets-cache/medium/datasets/66607876146198-config-parquet-and-info-jason1966-airbnb_boston-af426360/hub/datasets--jason1966--airbnb_boston/snapshots/3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/reviews.csv (origin=hf://datasets/jason1966/airbnb_boston@3e5a0bd31b476f8fd1bd58c4a2191b27f7c65e65/reviews.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.
listing_id int64 | date string | available string | price null |
|---|---|---|---|
12,147,973 | 2017-09-05 | f | null |
12,147,973 | 2017-09-04 | f | null |
12,147,973 | 2017-09-03 | f | null |
12,147,973 | 2017-09-02 | f | null |
12,147,973 | 2017-09-01 | f | null |
12,147,973 | 2017-08-31 | f | null |
12,147,973 | 2017-08-30 | f | null |
12,147,973 | 2017-08-29 | f | null |
12,147,973 | 2017-08-28 | f | null |
12,147,973 | 2017-08-27 | f | null |
12,147,973 | 2017-08-26 | f | null |
12,147,973 | 2017-08-25 | f | null |
12,147,973 | 2017-08-24 | f | null |
12,147,973 | 2017-08-23 | f | null |
12,147,973 | 2017-08-22 | f | null |
12,147,973 | 2017-08-21 | f | null |
12,147,973 | 2017-08-20 | f | null |
12,147,973 | 2017-08-19 | f | null |
12,147,973 | 2017-08-18 | f | null |
12,147,973 | 2017-08-17 | f | null |
12,147,973 | 2017-08-16 | f | null |
12,147,973 | 2017-08-15 | f | null |
12,147,973 | 2017-08-14 | f | null |
12,147,973 | 2017-08-13 | f | null |
12,147,973 | 2017-08-12 | f | null |
12,147,973 | 2017-08-11 | f | null |
12,147,973 | 2017-08-10 | f | null |
12,147,973 | 2017-08-09 | f | null |
12,147,973 | 2017-08-08 | f | null |
12,147,973 | 2017-08-07 | f | null |
12,147,973 | 2017-08-06 | f | null |
12,147,973 | 2017-08-05 | f | null |
12,147,973 | 2017-08-04 | f | null |
12,147,973 | 2017-08-03 | f | null |
12,147,973 | 2017-08-02 | f | null |
12,147,973 | 2017-02-16 | f | null |
12,147,973 | 2017-02-15 | f | null |
12,147,973 | 2017-02-14 | f | null |
12,147,973 | 2017-02-13 | f | null |
12,147,973 | 2017-02-12 | f | null |
12,147,973 | 2017-02-11 | f | null |
12,147,973 | 2017-02-10 | f | null |
12,147,973 | 2017-02-09 | f | null |
12,147,973 | 2017-02-08 | f | null |
12,147,973 | 2017-02-07 | f | null |
12,147,973 | 2017-02-06 | f | null |
12,147,973 | 2017-02-05 | f | null |
12,147,973 | 2017-02-04 | f | null |
12,147,973 | 2017-02-03 | f | null |
12,147,973 | 2017-02-02 | f | null |
12,147,973 | 2017-02-01 | f | null |
12,147,973 | 2017-01-31 | f | null |
12,147,973 | 2017-01-30 | f | null |
12,147,973 | 2017-01-29 | f | null |
12,147,973 | 2017-01-28 | f | null |
12,147,973 | 2017-01-27 | f | null |
12,147,973 | 2017-01-26 | f | null |
12,147,973 | 2017-01-25 | f | null |
12,147,973 | 2017-01-24 | f | null |
12,147,973 | 2017-01-23 | f | null |
12,147,973 | 2017-01-22 | f | null |
12,147,973 | 2017-01-21 | f | null |
12,147,973 | 2017-01-20 | f | null |
12,147,973 | 2017-01-19 | f | null |
12,147,973 | 2017-01-18 | f | null |
12,147,973 | 2017-01-17 | f | null |
12,147,973 | 2017-01-16 | f | null |
12,147,973 | 2017-01-15 | f | null |
12,147,973 | 2017-01-14 | f | null |
12,147,973 | 2017-01-13 | f | null |
12,147,973 | 2017-01-12 | f | null |
12,147,973 | 2017-01-11 | f | null |
12,147,973 | 2017-01-10 | f | null |
12,147,973 | 2017-01-09 | f | null |
12,147,973 | 2017-01-08 | f | null |
12,147,973 | 2017-01-07 | f | null |
12,147,973 | 2017-01-06 | f | null |
12,147,973 | 2017-01-05 | f | null |
12,147,973 | 2017-01-04 | f | null |
12,147,973 | 2017-01-03 | f | null |
12,147,973 | 2017-01-02 | f | null |
12,147,973 | 2017-01-01 | f | null |
12,147,973 | 2016-12-31 | f | null |
12,147,973 | 2016-12-30 | f | null |
12,147,973 | 2016-12-29 | f | null |
12,147,973 | 2016-12-28 | f | null |
12,147,973 | 2016-12-27 | f | null |
12,147,973 | 2016-12-26 | f | null |
12,147,973 | 2016-12-25 | f | null |
12,147,973 | 2016-12-24 | f | null |
12,147,973 | 2016-12-23 | f | null |
12,147,973 | 2016-12-22 | f | null |
12,147,973 | 2016-12-21 | f | null |
12,147,973 | 2016-12-20 | f | null |
12,147,973 | 2016-12-19 | f | null |
12,147,973 | 2016-12-18 | f | null |
12,147,973 | 2016-12-17 | f | null |
12,147,973 | 2016-12-16 | f | null |
12,147,973 | 2016-12-15 | f | null |
12,147,973 | 2016-12-14 | f | null |
End of preview.
Boston Airbnb Open Data
A sneak peek into the Airbnb activity in Boston, MA, USA
Dataset Info
- Source: Kaggle
- Original Size: 16.11 MB
- Kaggle Downloads: 25,511
- Files: 3
Files
calendar.csvlistings.csvreviews.csv
Mirrored from Kaggle
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