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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 ({'stt'}) and 1 missing columns ({'STT'}).
This happened while the csv dataset builder was generating data using
hf://datasets/phoiken/medical/tiengHanQuoc.csv (at revision ae6f5eaf9ceef658791064af7912c6fb5b80b555)
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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1871, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 643, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2293, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2241, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
stt: int64
Question: string
Answer: string
ID: double
Context: string
qwen_q1: double
qwen_q2: int64
qwen_q3: double
bloom_q1: double
bloom_q2: double
bloom_q3: double
deepseek_q1: double
deepseek_q2: double
deepseek_q3: double
q1_total: double
q2_total: double
q3_total: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2224
to
{'STT': Value(dtype='int64', id=None), 'Question': Value(dtype='string', id=None), 'Answer': Value(dtype='string', id=None), 'ID': Value(dtype='float64', id=None), 'Context': Value(dtype='string', id=None), 'qwen_q1': Value(dtype='int64', id=None), 'qwen_q2': Value(dtype='int64', id=None), 'qwen_q3': Value(dtype='int64', id=None), 'bloom_q1': Value(dtype='float64', id=None), 'bloom_q2': Value(dtype='float64', id=None), 'bloom_q3': Value(dtype='float64', id=None), 'deepseek_q1': Value(dtype='float64', id=None), 'deepseek_q2': Value(dtype='float64', id=None), 'deepseek_q3': Value(dtype='float64', id=None), 'q1_total': Value(dtype='float64', id=None), 'q2_total': Value(dtype='float64', id=None), 'q3_total': Value(dtype='float64', id=None)}
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 1436, 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 1053, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 925, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1001, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1742, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1873, 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 ({'stt'}) and 1 missing columns ({'STT'}).
This happened while the csv dataset builder was generating data using
hf://datasets/phoiken/medical/tiengHanQuoc.csv (at revision ae6f5eaf9ceef658791064af7912c6fb5b80b555)
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.
STT int64 | Question string | Answer string | ID float64 | Context string | qwen_q1 int64 | qwen_q2 int64 | qwen_q3 int64 | bloom_q1 float64 | bloom_q2 float64 | bloom_q3 float64 | deepseek_q1 float64 | deepseek_q2 float64 | deepseek_q3 float64 | q1_total float64 | q2_total float64 | q3_total float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | What factors contribute to mental health and well-being? | Factors such as emotional, psychological, social well-being, stress management, relationships, and decision-making skills all contribute to mental health and overall well-being. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
2 | How does mental health impact our ability to handle stress? | Mental health plays a crucial role in how we handle stress, as it affects our thoughts, emotions, and behaviors, ultimately influencing our ability to cope with and manage stressful situations effectively. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
3 | In what ways does mental health influence our relationships with others? | Mental health influences our relationships with others by affecting how we think, feel, and act, which in turn impacts how we handle stress, relate to others, and make healthy choices. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
4 | What role does mental health play in decision-making and healthy choices? | Mental health plays a significant role in decision-making and healthy choices by influencing how individuals think, feel, and act, as well as their ability to handle stress and relate to others. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
5 | How does mental health evolve throughout different stages of life? | Mental health evolves throughout different stages of life, impacting how individuals think, feel, and act, as well as their ability to handle stress, relate to others, and make healthy choices. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
6 | What are the key concepts related to mental health care? | Key concepts related to mental health care include establishing a safe environment, patient-centered care, understanding psychiatric-mental health nursing standards, and considering client diversity across the life span. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
7 | How can a safe environment be established for clients and healthcare staff? | A safe environment for clients and healthcare staff can be established by implementing proper security measures, communication protocols, and ensuring a supportive and non-judgmental atmosphere. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
8 | What are the standards of care associated with psychiatric-mental health nursing? | The standards of care associated with psychiatric-mental health nursing involve establishing a safe environment for clients, nurses, and other staff, while applying principles of patient-centered care and considering client diversity across the lifespan. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
9 | How can patient-centered care principles be applied in mental health nursing? | Patient-centered care principles in mental health nursing can be applied by focusing on the individual's unique needs, preferences, and goals, while involving them in the decision-making process and promoting a collaborative relationship between the nurse and the client. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
10 | How does client diversity across the lifespan impact mental health care? | Client diversity across the lifespan impacts mental health care by requiring nurses to apply patient-centered care principles tailored to the unique needs and experiences of individuals at different stages of life. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
11 | What is the importance of focusing on patient-centered care in mental health nursing? | Focusing on patient-centered care in mental health nursing is important as it helps to evaluate the effectiveness of care in terms of the highest level of functioning the individual can achieve. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
12 | How can the effectiveness of care be evaluated in mental health nursing? | The effectiveness of care in mental health nursing can be evaluated by focusing on patient-centered care and assessing the highest level of functioning the individual is able to achieve. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
13 | What are some key aspects to consider when caring for someone with a mental health diagnosis? | Some key aspects to consider when caring for someone with a mental health diagnosis include focusing on patient-centered care, evaluating the effectiveness of care in terms of the highest level of functioning the person can achieve, and utilizing therapeutic techniques that work best for the individual. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
14 | What are the benefits of focusing on the highest level of functioning in mental health care? | Focusing on the highest level of functioning in mental health care helps promote improved quality of life, increased independence, and overall well-being for individuals with mental health diagnoses. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
15 | How can reflection help improve patient care in mental health nursing? | Reflection can help improve patient care in mental health nursing by allowing nurses to evaluate their own practices, identify areas for growth, and enhance their ability to provide patient-centered care. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
16 | What are some effective therapeutic techniques for individuals with mental health diagnoses? | Some effective therapeutic techniques for individuals with mental health diagnoses may include cognitive-behavioral therapy, mindfulness techniques, and supportive counseling. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
17 | What are some common barriers to effective communication in mental health care? | Common barriers to effective communication in mental health care include stigma, lack of trust, language barriers, and limited mental health literacy. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
18 | How can ineffective communication impact nursing licenses and legal implications? | Ineffective communication in mental health nursing can lead to misunderstandings, errors in care, patient harm, and potential legal implications such as malpractice claims or disciplinary actions against the nurse's license. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
19 | What strategies can be implemented to overcome communication barriers in mental health care? | Strategies such as active listening, empathy, clear and concise language, and cultural sensitivity can help overcome communication barriers in mental health care. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
20 | How can nurses ensure they are providing patient-centered care in mental health settings? | Nurses can ensure they are providing patient-centered care in mental health settings by prioritizing the individual needs and preferences of their clients, considering client diversity across the lifespan, and evaluating the effectiveness of care in terms of the highest level of functioning the person is able to achiev... | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
21 | What steps can be taken to promote mental health awareness and reduce stigma in the community? | To promote mental health awareness and reduce stigma in the community, steps can include providing education, destigmatizing mental health issues through open discussions, and advocating for policies that support mental health care. | 1.1 | Learning Objectives • Describe basic concepts related to mental health care • Establish a safe environment for clients, nurses, and other staff • Discuss psychiatric-mental health nursing and associated standards of care • Apply principles of patient-centered care while considering client diversity across the life spa... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
22 | What are the dimensions that support a life in recovery from mental illness? | The dimensions that support a life in recovery from mental illness include health, home, purpose, and community. | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
23 | How can cultural stigma impact an individual's willingness to seek help for mental health issues? | Cultural stigma surrounding mental health can cause individuals to view mental health challenges as a weakness, leading them to avoid seeking help and hindering their ability to openly discuss their symptoms and ask for assistance. | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
24 | What are some common behavioral symptoms of mental health problems in children? | Some common behavioral symptoms of mental health problems in children include changes in school performance, excessive worry or anxiety, hyperactive behavior, frequent nightmares, frequent disobedience or aggression, and frequent temper tantrums. | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
25 | What are the essential principles for providing mental health care according to the World Health Organization? | The essential principles for providing mental health care according to the World Health Organization include promoting respect and dignity, using effective communication skills, and conducting comprehensive assessments. | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
26 | How can nurses promote respect and dignity for individuals with mental health and substance use disorders? | Nurses can promote respect and dignity for individuals with mental health and substance use disorders by treating them with respect, protecting confidentiality, ensuring privacy, providing access to information, promoting autonomy, and using effective communication skills in a nonjudgmental and supportive manner. | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
27 | What are some tips for effective communication with individuals seeking mental health care? | Effective communication with individuals seeking mental health care involves creating an environment that facilitates open communication, actively involving the person in all aspects of assessment and management, starting by listening and being empathic, using good verbal communication skills, and responding with sensi... | 1.2 | Mental health is an essential component of health. The World Health Organization (WHO) defines health as a state of complete physical, mental, and social well-being and not merely the absence of disease or infirmity. Mental health is a state of well-being in which an individual realizes their own abilities, copes with... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 |
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