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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 6 new columns ({'__index_level_0__', '__index_level_1__', '2023 Undergraduate Sample and Response Rates by Majors and Category', '__index_level_4__', '__index_level_2__', '__index_level_3__'}) and 7 missing columns ({'Unnamed: 5', 'Unnamed: 1', 'Unnamed: 3', 'Unnamed: 6', 'Unnamed: 0', 'Unnamed: 4', 'Unnamed: 2'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sirajmicaela/Gen_AI_Generation_Free_Response_2023/M.SIRAJ_Undergrad_Sample_Response_Rates_Category.csv (at revision fe83855d22f863c379f58cb336389fcaf3cbea98)
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
2023 Undergraduate Sample and Response Rates by Majors and Category: string
__index_level_0__: string
__index_level_1__: string
__index_level_2__: string
__index_level_3__: string
__index_level_4__: string
-- schema metadata --
pandas: '{"index_columns": ["__index_level_0__", "__index_level_1__", "__' + 1126
to
{'Unnamed: 0': Value('string'), 'Unnamed: 1': Value('string'), 'Unnamed: 2': Value('string'), 'Unnamed: 3': Value('float64'), 'Unnamed: 4': Value('float64'), 'Unnamed: 5': Value('float64'), 'Unnamed: 6': 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 6 new columns ({'__index_level_0__', '__index_level_1__', '2023 Undergraduate Sample and Response Rates by Majors and Category', '__index_level_4__', '__index_level_2__', '__index_level_3__'}) and 7 missing columns ({'Unnamed: 5', 'Unnamed: 1', 'Unnamed: 3', 'Unnamed: 6', 'Unnamed: 0', 'Unnamed: 4', 'Unnamed: 2'}).
This happened while the csv dataset builder was generating data using
hf://datasets/sirajmicaela/Gen_AI_Generation_Free_Response_2023/M.SIRAJ_Undergrad_Sample_Response_Rates_Category.csv (at revision fe83855d22f863c379f58cb336389fcaf3cbea98)
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.
Unnamed: 0
string | Unnamed: 1
string | Unnamed: 2
string | Unnamed: 3
null | Unnamed: 4
null | Unnamed: 5
null | Unnamed: 6
null |
|---|---|---|---|---|---|---|
Description & Consent
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Career Preparedness in Light of Generative Artificial Intelligence
You are being asked to be a volunteer in a research study. The purpose of this study is to investigate students’ perceptions of their future career preparedness in light of the potential impact of generative artificial intelligence (GenAI). This survey is meant for Georgia Tech students located within the United States, and 18 years of age or older. If you do not meet these requirements, please excuse yourself from completing this survey. The survey will take approximately 5 minutes to complete. We prioritize your privacy and confidentiality. Our survey questions are designed to protect your identity, and we only use your information in aggregate form. Your participation is completely voluntary, and you can opt out at any time. We will not use your responses for re-identification purposes. The risks involved are no greater than those involved in daily activities. You will not benefit or be compensated for joining this study. We will comply with any applicable laws and regulations regarding confidentiality. To make sure that this research is being carried out in the proper way, the Georgia Institute of Technology IRB may review study records. The Office of Human Research Protections may also look at study records. If you have any questions about the study, you may contact Dr. Jon Duke at telephone (404) 407-6144. If you have any questions about your rights as a research subject, you may contact Georgia Institute of Technology Office of Research Integrity Assurance at IRB@gatech.edu. Thank you for participating in this study.
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Screening
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Do you match all three conditions listed below?
1) You are currently a Georgia Tech student.
2) You are 18 years of age or older.
3) You are currently within the United States.
|
Yes
No
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1
|
Awareness of Generative AI (GenAI)
Which of these best describes your experience with generative AI tools such as ChatGPT?
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I have significant experience using generative AI tools.
I have some experience using generative AI tools.
I have heard of generative AI but have no direct experience.
I have never heard of generative AI tools such as ChatGPT.
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2
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Awareness of Generative AI (GenAI)
How much do you agree or disagree with each of the following statements:
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2.1
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The potential application of GenAI's tools within society is limited.
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Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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2.2
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GenAI represents a significant advancement in technology.
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Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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2.3
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The GenAI trend will be short-lived.
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Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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3
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Concern with Generative (GenAI) What type of overall impact do you believe GenAI will have on your future career?
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Very positive
Somewhat positive
Somewhat negative
Very negative
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4
|
Do you believe the skills required by your field will change due to GenAI?
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Yes
No
Unsure
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5
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How soon do you believe the changes will occur?
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Within 3 years
Within 5 years
Within 10 years
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6
|
Concern with Generative (GenAI)
How much do you agree or disagree with each of the following statements:
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6.1
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I am excited about GenAI's benefits in my future work.
|
Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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6.2
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I am concerned with GenAI and the impact it may have on my future.
|
Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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7
|
Preparedness with Generative AI (GenAI):
How prepared do you feel to deal with GenAI in your future work?
|
Very prepared
Somewhat prepared
Somewhat unprepared
Very unprepared
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8
|
Preparedness with Generative AI (GenAI):
How much do you agree or disagree with each of the following statements:
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8.1
|
I am confident that my curriculum will adequately prepare me for future work in my field.
|
Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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8.2
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I am confident that my professors have considered the potential impact of GenAI while designing their courses.
|
Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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8.3
|
I am satisfied with the degree to which GenAI has been discussed within my classes.
|
Strongly agree
Somewhat agree
Somewhat disagree
Strongly disagree
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Demographics 1
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Demographics
The following questions help us know what populations have responded and will NOT be used for re-identification purposes.
What best describes your current stage of study?
|
Undergraduate
Master’s
Online Master’s
PhD
Prefer not to answer
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Demographics 2
|
What is your primary field of study?
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Demographics 3
|
When do you expect to complete your current degree?
|
<1
1-2 yrs
3-4 yrs
>4 yrs
Prefer not to answer
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Optional 2
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(Optional) What do you think educational institutions should do to best prepare students for future work involving GenAI?
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Optional 2
|
(Optional) Do you have other thoughts you wish to share about GenAI's impact on your future?
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End of preview.
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