The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
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 ({'geo_name'})
This happened while the csv dataset builder was generating data using
hf://datasets/stablefusiondance/WorldBankDataDive2025/release_2025_09_15/data/output/aei_enriched_claude_ai_2025-08-04_to_2025-08-11.csv (at revision 5aa3e9c898514c0310710e6b05b5c47a47fdc952)
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
geo_id: string
geography: string
date_start: string
date_end: string
platform_and_product: string
facet: string
level: int64
variable: string
cluster_name: string
value: double
geo_name: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1553
to
{'geo_id': Value('string'), 'geography': Value('string'), 'date_start': Value('string'), 'date_end': Value('string'), 'platform_and_product': Value('string'), 'facet': Value('string'), 'level': Value('int64'), 'variable': Value('string'), 'cluster_name': Value('string'), 'value': 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 1339, 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 972, 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 1 new columns ({'geo_name'})
This happened while the csv dataset builder was generating data using
hf://datasets/stablefusiondance/WorldBankDataDive2025/release_2025_09_15/data/output/aei_enriched_claude_ai_2025-08-04_to_2025-08-11.csv (at revision 5aa3e9c898514c0310710e6b05b5c47a47fdc952)
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_id string | geography string | date_start string | date_end string | platform_and_product string | facet string | level int64 | variable string | cluster_name string | value float64 |
|---|---|---|---|---|---|---|---|---|---|
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | not_classified | 25 |
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | not_classified | 62.5 |
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | task iteration | 15 |
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | task iteration | 37.5 |
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | country | 0 | usage_count | null | 40 |
AD | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | country | 0 | usage_pct | null | 0.004147 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | directive | 1,200 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | directive | 39.853869 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | feedback loop | 349 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | feedback loop | 11.590834 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | learning | 504 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | learning | 16.738625 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | none | 75 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | none | 2.490867 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | task iteration | 755 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | task iteration | 25.074726 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_count | validation | 128 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | collaboration | 0 | collaboration_pct | validation | 4.251079 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | country | 0 | usage_count | null | 3,011 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | country | 0 | usage_pct | null | 0.312184 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | analyze user needs and software requirements to determine feasibility of design within time and cost constraints. | 26 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | analyze user needs and software requirements to determine feasibility of design within time and cost constraints. | 0.8635 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | assist students who need extra help with their coursework outside of class. | 24 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | assist students who need extra help with their coursework outside of class. | 0.797077 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | conduct searches to find needed information, using such sources as the internet. | 18 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | conduct searches to find needed information, using such sources as the internet. | 0.597808 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | confer with clients regarding the nature of the information processing or computation needs a computer program is to address. | 23 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | confer with clients regarding the nature of the information processing or computation needs a computer program is to address. | 0.763866 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced. | 72 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced. | 2.391232 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media. | 100 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media. | 3.321156 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows. | 33 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows. | 1.095981 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop instructional materials to be used by educators and instructors. | 20 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop instructional materials to be used by educators and instructors. | 0.664231 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop instructional materials, such as lesson plans, handouts, or examinations. | 18 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop instructional materials, such as lesson plans, handouts, or examinations. | 0.597808 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop new software applications or customize existing applications to meet specific scientific project needs. | 34 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop new software applications or customize existing applications to meet specific scientific project needs. | 1.129193 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop or apply data mining and machine learning algorithms. | 18 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop or apply data mining and machine learning algorithms. | 0.597808 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml). | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml). | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary. | 90 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary. | 2.98904 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | edit or rewrite existing copy as necessary, and submit copy for approval by supervisor. | 41 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | edit or rewrite existing copy as necessary, and submit copy for approval by supervisor. | 1.361674 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | edit, standardize, or make changes to material prepared by other writers or establishment personnel. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | edit, standardize, or make changes to material prepared by other writers or establishment personnel. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. | 27 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills. | 0.896712 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies. | 16 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies. | 0.531385 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | modify existing programs to enhance efficiency. | 16 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | modify existing programs to enhance efficiency. | 0.531385 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | 115 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance. | 3.819329 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance. | 91 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance. | 3.022252 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | none | 108 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | none | 3.586848 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | not_classified | 1,624 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | not_classified | 53.93557 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source. | 31 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source. | 1.029558 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | perform routine system administrative functions such as troubleshooting, back-ups, and upgrades. | 47 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | perform routine system administrative functions such as troubleshooting, back-ups, and upgrades. | 1.560943 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | prepare, rewrite and edit copy to improve readability, or supervise others who do this work. | 42 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | prepare, rewrite and edit copy to improve readability, or supervise others who do this work. | 1.394885 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests. | 19 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests. | 0.63102 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | provide professional consulting services to government or industry. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | provide professional consulting services to government or industry. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes. | 31 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes. | 1.029558 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | search electronic sources, such as databases or repositories, or manual sources for information. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | search electronic sources, such as databases or repositories, or manual sources for information. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | troubleshoot problems involving office equipment, such as computer hardware and software. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | troubleshoot problems involving office equipment, such as computer hardware and software. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies. | 166 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies. | 5.513119 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | write supporting code for web applications or web sites. | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | write supporting code for web applications or web sites. | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic. | 16 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic. | 0.531385 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_count | write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment. | 40 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | onet_task | 0 | onet_task_pct | write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment. | 1.328462 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_count | Create comprehensive business documents and formal strategic reports | 19 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_pct | Create comprehensive business documents and formal strategic reports | 0.63102 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_count | Create comprehensive marketing materials and promotional content packages | 17 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_pct | Create comprehensive marketing materials and promotional content packages | 0.564596 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_count | Create, modify, and improve business application dashboards and interfaces | 16 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_pct | Create, modify, and improve business application dashboards and interfaces | 0.531385 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_count | Debug and fix API integrations and third-party service connections | 15 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_pct | Debug and fix API integrations and third-party service connections | 0.498173 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_count | Debug and fix errors in existing Python code | 18 |
AE | country | 2025-08-04 | 2025-08-11 | Claude AI (Free and Pro) | request | 0 | request_pct | Debug and fix errors in existing Python code | 0.597808 |
End of preview.