Datasets:

---

AHFIDAILabs

/

merged_vaccines

like 0

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 53 new columns ({'tweetText', 'Retweet Count', 'createdAt', 'External URLs', 'Possibly Sensitive', 'id', 'Tweet ID', 'Creation Time', 'tweetURL', 'allMediaURL', 'Author Username', 'Avatar URL', 'Number of Followers', 'likeCount', 'Hashtags', 'replyCount', 'User Homepage', 'Profile Banner URL', 'quoteCount', 'hashtags', 'Number of Tweets', 'Reply Count', 'mentions', 'Number of Likes', 'Number of Public Lists', 'View Count', 'geo', 'views', 'Tweet Text', 'Author Name', 'Media Type', 'Can Tag in Media', 'retweetCount', 'Bookmark Count', 'Media URLs', 'Is Verified', 'Is Protected', 'Can DM', 'tweetAuthor', 'bookmarkCount', 'Quote Count', 'handle', 'User ID', 'Like Count', 'Name', 'type', 'Tweet URL', 'videoURL', 'Biography', 'Category', 'Type', 'Number of Media', 'Number of Following'}) and 13 missing columns ({'hour', 'Tweet_Text', 'Reply_Count', 'Like_Count', 'Retweet_Count', 'View_Count', 'year', 'day', 'weekday', 'month', 'minute', 'ID_Source', 'Post_ID'}).

This happened while the csv dataset builder was generating data using

hf://datasets/AHFIDAILabs/merged_vaccines/merged_vaccines_final.csv (at revision 29eb054ae04682090177370da8fb5bd864f54e86)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, 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
              Tweet ID: string
              Tweet Text: string
              Type: string
              Author Name: string
              Author Username: string
              Creation Time: string
              Reply Count: double
              Retweet Count: double
              Quote Count: double
              Like Count: double
              View Count: double
              Bookmark Count: double
              Language: string
              Possibly Sensitive: string
              Source: string
              Hashtags: string
              Tweet URL: string
              Media Type: string
              Media URLs: string
              External URLs: string
              id: double
              tweetText: string
              tweetURL: string
              type: string
              tweetAuthor: string
              handle: string
              geo: string
              mentions: string
              hashtags: string
              replyCount: double
              quoteCount: double
              retweetCount: double
              likeCount: double
              views: string
              bookmarkCount: double
              createdAt: string
              allMediaURL: string
              videoURL: string
              User ID: string
              Username: string
              Name: string
              Location: string
              Category: string
              Number of Followers: double
              Number of Following: string
              Number of Tweets: double
              Number of Media: double
              Number of Likes: double
              Number of Public Lists: double
              Is Verified: string
              Is Protected: string
              Can DM: string
              Can Tag in Media: string
              Biography: string
              User Homepage: string
              Avatar URL: string
              Profile Banner URL: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 7168
              to
              {'Tweet_Text': Value('string'), 'Reply_Count': Value('float64'), 'Retweet_Count': Value('float64'), 'Like_Count': Value('float64'), 'View_Count': Value('float64'), 'Language': Value('string'), 'Source': Value('string'), 'Username': Value('string'), 'Location': Value('string'), 'year': Value('int64'), 'month': Value('int64'), 'day': Value('int64'), 'hour': Value('int64'), 'minute': Value('int64'), 'weekday': Value('string'), 'Post_ID': Value('string'), 'ID_Source': 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 1455, 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 1054, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, 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 53 new columns ({'tweetText', 'Retweet Count', 'createdAt', 'External URLs', 'Possibly Sensitive', 'id', 'Tweet ID', 'Creation Time', 'tweetURL', 'allMediaURL', 'Author Username', 'Avatar URL', 'Number of Followers', 'likeCount', 'Hashtags', 'replyCount', 'User Homepage', 'Profile Banner URL', 'quoteCount', 'hashtags', 'Number of Tweets', 'Reply Count', 'mentions', 'Number of Likes', 'Number of Public Lists', 'View Count', 'geo', 'views', 'Tweet Text', 'Author Name', 'Media Type', 'Can Tag in Media', 'retweetCount', 'Bookmark Count', 'Media URLs', 'Is Verified', 'Is Protected', 'Can DM', 'tweetAuthor', 'bookmarkCount', 'Quote Count', 'handle', 'User ID', 'Like Count', 'Name', 'type', 'Tweet URL', 'videoURL', 'Biography', 'Category', 'Type', 'Number of Media', 'Number of Following'}) and 13 missing columns ({'hour', 'Tweet_Text', 'Reply_Count', 'Like_Count', 'Retweet_Count', 'View_Count', 'year', 'day', 'weekday', 'month', 'minute', 'ID_Source', 'Post_ID'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/AHFIDAILabs/merged_vaccines/merged_vaccines_final.csv (at revision 29eb054ae04682090177370da8fb5bd864f54e86)
              
              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)