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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    UnicodeDecodeError
Message:      'utf-8' codec can't decode byte 0x92 in position 68805: invalid start byte
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/csv/csv.py", line 198, in _generate_tables
                  for batch_idx, df in enumerate(csv_file_reader):
                                       ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/parsers/readers.py", line 1843, in __next__
                  return self.get_chunk()
                         ~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/parsers/readers.py", line 1985, in get_chunk
                  return self.read(nrows=size)
                         ~~~~~~~~~^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/parsers/readers.py", line 1923, in read
                  ) = self._engine.read(  # type: ignore[attr-defined]
                      ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      nrows
                      ^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 234, in read
                  chunks = self._reader.read_low_memory(nrows)
                File "pandas/_libs/parsers.pyx", line 850, in pandas._libs.parsers.TextReader.read_low_memory
                File "pandas/_libs/parsers.pyx", line 905, in pandas._libs.parsers.TextReader._read_rows
                File "pandas/_libs/parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "pandas/_libs/parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "pandas/_libs/parsers.pyx", line 2053, in pandas._libs.parsers.raise_parser_error
                File "<frozen codecs>", line 325, in decode
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0x92 in position 68805: invalid start byte
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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Normalized_Feedback
string
Language
string
Language_ID
int64
Sentiment
string
Sentiment_ID
int64
Topic
string
Word_Count
int64
Label_Confidence
string
Quality_Score
int64
Is_Near_Duplicate
bool
The lecture ended earlier than expected.
English
0
Neutral
1
Lecture Timing
6
Medium
6
false
????? ?? ?? ?? ??? ??? ??? ???? ?????? ????
Urdu
2
Positive
2
Teaching Clarity
10
Medium
4
false
wo accha ustad nahi hai.
Roman Urdu
1
Negative
0
Classroom Environment
5
Medium
6
false
Classroom chairs were uncomfortable.
English
0
Negative
0
Classroom Environment
4
Medium
4
false
Course ke notes bohat clear thay.
Roman Urdu
1
Positive
2
Study Material
6
Medium
6
false
Class mein light nahi hai.
Roman Urdu
1
Negative
0
Classroom Environment
5
High
7
false
Assignments ka deadline bohat tight tha.
Roman Urdu
1
Negative
0
Assignments
6
Medium
6
false
The teacher motivates us to ask more questions.
English
0
Positive
2
Teacher Behavior
8
Medium
6
false
????? ?? ???? ?????? ?? ????? ?? ???? ????
Urdu
2
Positive
2
Teacher Behavior
9
Medium
4
false
Course schedule thoda confusing tha.
Roman Urdu
1
Negative
0
Course Management
5
Medium
6
false
Slides were easy to understand.
English
0
Positive
2
Study Material
5
Medium
6
false
???? ?? ????? ????? ?? ??? ?? ?? ?????? ???? ?????
Urdu
2
Negative
0
Classroom Environment
11
High
5
false
Teacher ki awaz recording mein clear nahi thi.
Roman Urdu
1
Negative
0
Audio/Recordings
8
High
7
false
The project guidelines were well explained.
English
0
Positive
2
Projects
6
Medium
6
false
????? ????? ???? ?? ????? ?????? ???? ????
Urdu
2
Positive
2
Teacher Behavior
8
Medium
4
false
Group work se collaboration skills improve hui.
Roman Urdu
1
Positive
2
Group Work
7
Medium
6
false
It was hard to focus because of outside noise.
English
0
Negative
0
Classroom Environment
9
High
7
false
???? ?? ???? ??? ???? ???? ?????? ???? ?????
Urdu
2
Positive
2
Course Content
9
Medium
4
false
Teacher explained difficult concepts with patience.
English
0
Positive
2
Teaching Clarity
6
Low
5
false
Lecture kabhi kabhi zyada lamba ho jata hai.
Roman Urdu
1
Negative
0
Lecture Length
8
Medium
6
false
The library was always quiet and comfortable.
English
0
Positive
2
Library
7
Medium
6
false
?????? ?? ?????? ????? ???? ??? ?? ????
Urdu
2
Positive
2
Exams
8
Low
3
false
Peer review process bohat fair tha.
Roman Urdu
1
Positive
2
Assessment
6
Medium
6
false
The online platform sometimes crashed.
English
0
Negative
0
Online Learning
5
Medium
6
false
????? ?? ????? ?? ??? ????? ????? ??? ???????
Urdu
2
Positive
2
Teaching Style
9
Medium
4
false
Practical labs were well organized.
English
0
Positive
2
Lab Work
5
Medium
6
false
Assignments kaafi challenging thay magar seekhne ko mila.
Roman Urdu
1
Positive
2
Assignments
8
Medium
6
false
The air conditioning in class was not working.
English
0
Negative
0
Classroom Environment
8
Medium
6
false
???? ??? ?? ????? ?????? ????
Urdu
2
Positive
2
Classroom Environment
6
High
5
false
Teacher ka lecture bohat inspiring tha.
Roman Urdu
1
Positive
2
Teaching Style
6
Medium
6
false
Course content was repetitive at times.
English
0
Negative
0
Course Content
6
Medium
6
false
???? ?? ????? ????? ??? ??? ?? ?? ?????? ??? ??? ?????
Urdu
2
Negative
0
Teaching Speed
12
Medium
4
false
Students actively participated in discussions.
English
0
Positive
2
Classroom Interaction
5
Medium
6
false
Assignments pe feedback timely mila.
Roman Urdu
1
Positive
2
Assignments
5
Medium
6
false
Teacher was always punctual.
English
0
Positive
2
Discipline
4
Medium
4
false
???? ???????? ?? ?????? ???? ?? ???? ???
Urdu
2
Negative
0
Audio/Recordings
8
Medium
4
false
Online quizzes helped reinforce the material.
English
0
Positive
2
Assessment
6
Medium
6
false
Lecture thoda boring tha today.
Roman Urdu
1
Negative
0
Lecture Quality
5
High
7
false
The classroom lighting was excellent.
English
0
Positive
2
Classroom Environment
5
High
7
false
????? ?? ?? ????? ?? ?????? ?? ???? ????
Urdu
2
Positive
2
Teaching Clarity
9
Medium
4
false
Group discussions were highly productive.
English
0
Positive
2
Classroom Interaction
5
Medium
6
false
Notes bohat comprehensive thay.
Roman Urdu
1
Positive
2
Study Material
4
Medium
4
false
The Wi-Fi connection often dropped.
English
0
Negative
0
Technology
5
Medium
6
false
???? ?? ???? ??? ???? ?????? ???? ?? ?????
Urdu
2
Positive
2
Course Management
9
Medium
4
false
Teacher ki handwriting board pe readable thi.
Roman Urdu
1
Positive
2
Lecture Delivery
7
Medium
6
false
The exam instructions were not clear.
English
0
Negative
0
Exams
6
Low
5
false
????? ?? ??????? ?? ???? ?????? ?????
Urdu
2
Positive
2
Personal Growth
7
Medium
4
false
Practical demonstrations clarified tough topics.
English
0
Positive
2
Practical Learning
5
Medium
6
false
Assignments k deadline extend karna chahiye tha.
Roman Urdu
1
Negative
0
Assignments
7
Medium
6
false
The teacher used real world examples effectively.
English
0
Positive
2
Teaching Style
7
High
7
false
???? ??? ??? ??? ?? ??? ?? ????? ???? ?? ????
Urdu
2
Negative
0
Classroom Environment
11
Medium
4
false
Overall course experience was satisfying.
English
0
Positive
2
Overall Experience
5
Medium
6
false
The teacher encouraged us to think critically.
English
0
Positive
2
Teacher Behavior
7
Medium
6
false
????? ?? ???? ?????? ??? ?? ????? ?????? ???
Urdu
2
Positive
2
Teacher Behavior
9
Medium
4
false
Ustaad ne hume tanqeedi soch ki hosla afzai ki.
Roman Urdu
1
Positive
2
Teacher Behavior
9
Medium
6
false
The classroom was too cold to concentrate.
English
0
Negative
0
Classroom Environment
7
Medium
6
false
???? ??? ???? ????? ??? ?? ???? ???? ???? ?? ????
Urdu
2
Negative
0
Classroom Environment
11
High
5
false
Classroom itna thanda tha ke tawajjo dena mushkil ho gaya.
Roman Urdu
1
Negative
0
Classroom Environment
10
High
7
false
The course objectives were clearly explained.
English
0
Positive
2
Course Management
6
High
7
false
???? ?? ????? ???? ??? ?? ??????? ????
Urdu
2
Positive
2
Course Management
8
Medium
4
false
Course ke maqasid wazeh tor par samjhaye gaye.
Roman Urdu
1
Positive
2
Course Management
8
Medium
6
false
The lab equipment was not functioning properly.
English
0
Negative
0
Lab Work
7
Medium
6
false
??? ?? ???? ???? ??? ???? ?? ??? ????
Urdu
2
Negative
0
Lab Work
9
Medium
4
false
Lab ke alat sahi kaam nahi kar rahe thay.
Roman Urdu
1
Negative
0
Lab Work
9
High
7
false
The lecture slides were visually appealing.
English
0
Positive
2
Study Material
6
Medium
6
false
????? ?? ??????? ?????? ??? ??????? ?????
Urdu
2
Positive
2
Study Material
7
High
5
false
Lecture ki slides dekhne mein khoobsurat thin.
Roman Urdu
1
Positive
2
Study Material
7
Medium
6
false
The exam questions were harder than expected.
English
0
Negative
0
Exams
7
High
7
false
?????? ?? ?????? ???? ?? ????? ???? ????
Urdu
2
Negative
0
Exams
8
High
5
false
Imtihan ke sawalat tawaqo se zyada mushkil thay.
Roman Urdu
1
Negative
0
Exams
8
High
7
false
Group discussions helped me learn more.
English
0
Positive
2
Classroom Interaction
6
Medium
6
false
???? ????? ?? ???? ????? ?????? ??? ??? ???
Urdu
2
Positive
2
Classroom Interaction
9
Medium
4
false
Group discussion ne mujhe zyada seekhne mein madad di.
Roman Urdu
1
Positive
2
Classroom Interaction
9
Medium
6
false
The teacher?s handwriting was hard to read.
English
0
Negative
0
Lecture Delivery
7
High
7
false
????? ?? ?????? ????? ??? ???? ????
Urdu
2
Negative
0
Lecture Delivery
7
High
5
false
Ustaad ki likhai parhne mein mushkil thi.
Roman Urdu
1
Negative
0
Lecture Delivery
7
High
7
false
The course provided valuable real-life examples.
English
0
Positive
2
Course Content
6
Medium
6
false
???? ?? ????? ???? ?????? ????? ????
Urdu
2
Positive
2
Course Content
7
Medium
4
false
Course ne qeemti amli misaalein faraham keen.
Roman Urdu
1
Positive
2
Course Content
7
Medium
6
false
The classroom projector stopped working mid-lecture.
English
0
Negative
0
Technology
6
Medium
6
false
????? ?? ????? ???? ??? ?? ???????? ???? ?? ????
Urdu
2
Negative
0
Technology
10
High
5
false
Lecture ke doran classroom ka projector kharab ho gaya.
Roman Urdu
1
Negative
0
Technology
9
High
7
false
The library staff were very cooperative.
English
0
Positive
2
Library
6
Medium
6
false
???????? ?? ???? ?? ??? ????? ????
Urdu
2
Positive
2
Library
7
Medium
4
false
Library ke amlay ne bohat taawun kiya.
Roman Urdu
1
Positive
2
Library
7
Medium
6
false
The online platform lagged during the quiz.
English
0
Negative
0
Online Learning
7
Medium
6
false
?? ???? ???? ???? ???? ?? ????? ??? ?? ????
Urdu
2
Negative
0
Online Learning
10
Medium
4
false
Online platform quiz ke doran sust par gaya.
Roman Urdu
1
Negative
0
Online Learning
8
Medium
6
false
Practical demonstrations made concepts easy.
English
0
Positive
2
Practical Learning
5
Medium
6
false
???? ??????? ?? ?????? ?? ???? ??? ????
Urdu
2
Positive
2
Practical Learning
8
Medium
4
false
Amli muzahiron ne tasawurat ko asan bana diya.
Roman Urdu
1
Positive
2
Practical Learning
8
Medium
6
false
The course pace was too fast to follow.
English
0
Negative
0
Teaching Speed
8
Medium
6
false
???? ?? ????? ???? ??? ??? ?? ?????? ???? ????
Urdu
2
Negative
0
Teaching Speed
10
High
5
false
Course ki raftaar itni tez thi ke samajhna mushkil tha.
Roman Urdu
1
Negative
0
Teaching Speed
10
High
7
false
The teacher gave constructive feedback on assignments.
English
0
Positive
2
Assignments
7
Medium
6
false
????? ?? ????????? ?? ???? ???? ???
Urdu
2
Positive
2
Assignments
7
Medium
4
false
Ustaad ne assignments par musbat raaye di.
Roman Urdu
1
Positive
2
Assignments
7
Medium
6
false
The class started later than scheduled.
English
0
Negative
0
Discipline
6
Medium
6
false
???? ?? ??? ??? ?? ??? ?? ???? ?????
Urdu
2
Negative
0
Discipline
9
Medium
4
false
Class tay shuda waqt se der se shuru hui.
Roman Urdu
1
Negative
0
Discipline
9
Medium
6
false
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