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TianfuXinqu
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workplace_survey_archive_2023

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The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Schema at index 1 was different: 
action_plan: list<item: struct<department: string, avg_engagement: double, classification: string, weakest_dimension: string, recommended_action: string>>
source: string
generated_at: timestamp[s]
vs
asset_id: string
asset_name: string
owner_department: string
data_classification: string
license: string
source_ref: string
tags: list<item: string>
pii_contained: bool
compliance_review_status: string
created_date: timestamp[s]
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  num_examples, num_bytes = writer.finalize()
                                            ~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 781, in finalize
                  self.write_rows_on_file()
                  ~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 662, in write_rows_on_file
                  table = pa.concat_tables(self.current_rows)
                File "pyarrow/table.pxi", line 6320, in pyarrow.lib.concat_tables
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                  return check_status(status)
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
                  raise convert_status(status)
              pyarrow.lib.ArrowInvalid: Schema at index 1 was different: 
              action_plan: list<item: struct<department: string, avg_engagement: double, classification: string, weakest_dimension: string, recommended_action: string>>
              source: string
              generated_at: timestamp[s]
              vs
              asset_id: string
              asset_name: string
              owner_department: string
              data_classification: string
              license: string
              source_ref: string
              tags: list<item: string>
              pii_contained: bool
              compliance_review_status: string
              created_date: timestamp[s]
              
              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 1694, 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 1880, 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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ticket_id string	customer_name string	subject string	category string	priority string	status string	created_date timestamp[us]	agent_owner string	escalation_level string	assigned_team string	rule_id string	needs_attention bool
TK-1000	Benjamin Vaughn	Device keeps disconnecting from wifi	technical	critical	new	2026-08-12T00:00:00	james.k	immediate	senior_support	R1	true
TK-1001	Liam Quinn	Screen flickering after update	technical	critical	new	2026-07-25T00:00:00	priya.n	immediate	senior_support	R1	true
TK-1002	Quinn Anderson	Firmware update failed	technical	critical	new	2026-08-21T00:00:00	james.k	immediate	senior_support	R1	true
TK-1003	Wendy Turner	Invoice not received	billing	critical	in_progress	2026-08-02T00:00:00	priya.n	immediate	senior_support	R1	true
TK-1004	Ella Johnson	Need a refund for last month	billing	critical	in_progress	2026-08-12T00:00:00	marcus.w	immediate	senior_support	R1	true
TK-1005	Katherine Ortiz	Question about warranty coverage	product	high	pending	2026-08-15T00:00:00	david.h	immediate	senior_support	R1	true
TK-1006	Zachary Young	Question about warranty coverage	product	high	pending	2026-08-09T00:00:00	oscar.t	immediate	senior_support	R1	true
TK-1007	Daniel Parker	Update my account email address	account	high	new	2026-08-13T00:00:00	nina.p	immediate	senior_support	R1	true
TK-1008	Ruby Quinn	Cannot log into my account	account	high	new	2026-08-06T00:00:00	david.h	immediate	senior_support	R1	true
TK-1009	Zachary Smith	Feedback about support experience	other	high	in_progress	2026-08-06T00:00:00	nina.p	immediate	senior_support	R1	true
TK-1010	Grace Smith	Unexpected charge on my invoice	billing	medium	new	2026-08-14T00:00:00	sofia.m	review	billing_team	R2	true
TK-1011	Felix Evans	Duplicate payment detected	billing	medium	new	2026-08-21T00:00:00	james.k	review	billing_team	R2	true
TK-1012	Tessa Zhang	Duplicate payment detected	billing	medium	new	2026-07-29T00:00:00	david.h	review	billing_team	R2	true
TK-1013	Zachary Foster	Cannot log into my account	account	medium	in_progress	2026-07-29T00:00:00	oscar.t	review	billing_team	R2	true
TK-1014	Quinn Ortiz	Cancel my subscription	account	medium	in_progress	2026-08-14T00:00:00	james.k	review	billing_team	R2	true
TK-1015	Mia Williams	Payment method update failed	billing	medium	pending	2026-08-15T00:00:00	marcus.w	review	billing_team	R2	true
TK-1016	Benjamin Miller	Bluetooth pairing issue	technical	low	new	2026-07-23T00:00:00	nina.p	follow_up	customer_success	R3	true
TK-1017	Katherine Lopez	Battery drains too quickly	technical	low	new	2026-08-21T00:00:00	sofia.m	follow_up	customer_success	R3	true
TK-1018	Zachary Turner	Firmware update failed	technical	low	new	2026-08-06T00:00:00	marcus.w	follow_up	customer_success	R3	true
TK-1019	Isla Ortiz	Setup guide unclear	product	low	new	2026-08-20T00:00:00	david.h	follow_up	customer_success	R3	true
TK-1020	Jack Miller	Replacement part request	product	low	new	2026-08-03T00:00:00	james.k	follow_up	customer_success	R3	true
TK-1021	Ruby Lopez	Payment method update failed	billing	low	new	2026-08-09T00:00:00	david.h	follow_up	customer_success	R3	true
TK-1022	Benjamin Zhang	Two-factor authentication not working	account	low	new	2026-07-30T00:00:00	marcus.w	follow_up	customer_success	R3	true
TK-1023	Amelia Nguyen	Screen flickering after update	technical	low	in_progress	2026-08-08T00:00:00	nina.p	none	none	R4	false
TK-1024	Yvonne Vaughn	Product color mismatch	product	low	pending	2026-08-19T00:00:00	sofia.m	none	none	R4	false
TK-1025	Felix Xu	Partnership inquiry	other	medium	in_progress	2026-08-09T00:00:00	james.k	none	none	R4	false
TK-1026	Henry Miller	Battery drains too quickly	technical	medium	new	2026-07-28T00:00:00	david.h	none	none	R4	false
TK-1027	Grace Brooks	Need a refund for last month	billing	low	resolved	2026-08-20T00:00:00	david.h	none	none	R4	false
TK-1028	Victor Turner	Cancel my subscription	account	high	resolved	2026-08-13T00:00:00	david.h	none	none	R4	false
TK-1029	Noah Zhang	Device keeps disconnecting from wifi	technical	high	closed	2026-08-19T00:00:00	sofia.m	none	none	R4	false
TK-1030	Samuel Kim	Setup guide unclear	product	medium	resolved	2026-07-31T00:00:00	marcus.w	none	none	R4	false
TK-1031	Yvonne Irwin	Duplicate payment detected	billing	medium	closed	2026-08-15T00:00:00	marcus.w	none	none	R4	false
TK-1032	Ruby Vaughn	Partnership inquiry	other	low	closed	2026-08-18T00:00:00	james.k	none	none	R4	false
TK-1033	Olivia Roberts	Product color mismatch	product	critical	resolved	2026-07-31T00:00:00	marcus.w	none	none	R4	false
TK-1034	Xavier Johnson	Payment method update failed	billing	high	closed	2026-08-16T00:00:00	nina.p	none	none	R4	false
TK-1035	Katherine Anderson	Cancel my subscription	account	medium	resolved	2026-08-20T00:00:00	oscar.t	none	none	R4	false
TK-1036	Yvonne Nguyen	Screen flickering after update	technical	low	pending	2026-08-22T00:00:00	james.k	none	none	R4	false
TK-1037	Mia Brooks	Compatibility question	product	low	in_progress	2026-08-22T00:00:00	david.h	none	none	R4	false
TK-1038	Daniel Kim	Request a call from the team	other	medium	pending	2026-07-24T00:00:00	james.k	none	none	R4	false
TK-1039	Zachary Nguyen	Two-factor authentication not working	account	low	in_progress	2026-08-04T00:00:00	james.k	none	none	R4	false
TK-1000	Benjamin Vaughn	Device keeps disconnecting from wifi	technical	critical	new	2026-08-12T00:00:00	james.k	null	null	null	null
TK-1001	Liam Quinn	Screen flickering after update	technical	critical	new	2026-07-25T00:00:00	priya.n	null	null	null	null
TK-1002	Quinn Anderson	Firmware update failed	technical	critical	new	2026-08-21T00:00:00	james.k	null	null	null	null
TK-1003	Wendy Turner	Invoice not received	billing	critical	in_progress	2026-08-02T00:00:00	priya.n	null	null	null	null
TK-1004	Ella Johnson	Need a refund for last month	billing	critical	in_progress	2026-08-12T00:00:00	marcus.w	null	null	null	null
TK-1005	Katherine Ortiz	Question about warranty coverage	product	high	pending	2026-08-15T00:00:00	david.h	null	null	null	null
TK-1006	Zachary Young	Question about warranty coverage	product	high	pending	2026-08-09T00:00:00	oscar.t	null	null	null	null
TK-1007	Daniel Parker	Update my account email address	account	high	new	2026-08-13T00:00:00	nina.p	null	null	null	null
TK-1008	Ruby Quinn	Cannot log into my account	account	high	new	2026-08-06T00:00:00	david.h	null	null	null	null
TK-1009	Zachary Smith	Feedback about support experience	other	high	in_progress	2026-08-06T00:00:00	nina.p	null	null	null	null
TK-1010	Grace Smith	Unexpected charge on my invoice	billing	medium	new	2026-08-14T00:00:00	sofia.m	null	null	null	null
TK-1011	Felix Evans	Duplicate payment detected	billing	medium	new	2026-08-21T00:00:00	james.k	null	null	null	null
TK-1012	Tessa Zhang	Duplicate payment detected	billing	medium	new	2026-07-29T00:00:00	david.h	null	null	null	null
TK-1013	Zachary Foster	Cannot log into my account	account	medium	in_progress	2026-07-29T00:00:00	oscar.t	null	null	null	null
TK-1014	Quinn Ortiz	Cancel my subscription	account	medium	in_progress	2026-08-14T00:00:00	james.k	null	null	null	null
TK-1015	Mia Williams	Payment method update failed	billing	medium	pending	2026-08-15T00:00:00	marcus.w	null	null	null	null
TK-1016	Benjamin Miller	Bluetooth pairing issue	technical	low	new	2026-07-23T00:00:00	nina.p	null	null	null	null
TK-1017	Katherine Lopez	Battery drains too quickly	technical	low	new	2026-08-21T00:00:00	sofia.m	null	null	null	null
TK-1018	Zachary Turner	Firmware update failed	technical	low	new	2026-08-06T00:00:00	marcus.w	null	null	null	null
TK-1019	Isla Ortiz	Setup guide unclear	product	low	new	2026-08-20T00:00:00	david.h	null	null	null	null
TK-1020	Jack Miller	Replacement part request	product	low	new	2026-08-03T00:00:00	james.k	null	null	null	null
TK-1021	Ruby Lopez	Payment method update failed	billing	low	new	2026-08-09T00:00:00	david.h	null	null	null	null
TK-1022	Benjamin Zhang	Two-factor authentication not working	account	low	new	2026-07-30T00:00:00	marcus.w	null	null	null	null
TK-1023	Amelia Nguyen	Screen flickering after update	technical	low	in_progress	2026-08-08T00:00:00	nina.p	null	null	null	null
TK-1024	Yvonne Vaughn	Product color mismatch	product	low	pending	2026-08-19T00:00:00	sofia.m	null	null	null	null
TK-1025	Felix Xu	Partnership inquiry	other	medium	in_progress	2026-08-09T00:00:00	james.k	null	null	null	null
TK-1026	Henry Miller	Battery drains too quickly	technical	medium	new	2026-07-28T00:00:00	david.h	null	null	null	null
TK-1027	Grace Brooks	Need a refund for last month	billing	low	resolved	2026-08-20T00:00:00	david.h	null	null	null	null
TK-1028	Victor Turner	Cancel my subscription	account	high	resolved	2026-08-13T00:00:00	david.h	null	null	null	null
TK-1029	Noah Zhang	Device keeps disconnecting from wifi	technical	high	closed	2026-08-19T00:00:00	sofia.m	null	null	null	null
TK-1030	Samuel Kim	Setup guide unclear	product	medium	resolved	2026-07-31T00:00:00	marcus.w	null	null	null	null
TK-1031	Yvonne Irwin	Duplicate payment detected	billing	medium	closed	2026-08-15T00:00:00	marcus.w	null	null	null	null
TK-1032	Ruby Vaughn	Partnership inquiry	other	low	closed	2026-08-18T00:00:00	james.k	null	null	null	null
TK-1033	Olivia Roberts	Product color mismatch	product	critical	resolved	2026-07-31T00:00:00	marcus.w	null	null	null	null
TK-1034	Xavier Johnson	Payment method update failed	billing	high	closed	2026-08-16T00:00:00	nina.p	null	null	null	null
TK-1035	Katherine Anderson	Cancel my subscription	account	medium	resolved	2026-08-20T00:00:00	oscar.t	null	null	null	null
TK-1036	Yvonne Nguyen	Screen flickering after update	technical	low	pending	2026-08-22T00:00:00	james.k	null	null	null	null
TK-1037	Mia Brooks	Compatibility question	product	low	in_progress	2026-08-22T00:00:00	david.h	null	null	null	null
TK-1038	Daniel Kim	Request a call from the team	other	medium	pending	2026-07-24T00:00:00	james.k	null	null	null	null
TK-1039	Zachary Nguyen	Two-factor authentication not working	account	low	in_progress	2026-08-04T00:00:00	james.k	null	null	null	null
null	null	null	null	null	null	null	null	null	null	null	null
null	null	null	null	null	null	2025-09-03T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2025-08-30T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2025-12-01T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2025-11-12T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2026-01-15T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2025-07-19T00:00:00	null	null	null	null	null
null	null	null	null	null	null	2025-10-08T00:00:00	null	null	null	null	null
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Open Workplace Survey Archive 2023

Public archive of de-identified workplace survey responses collected by the GlobalWorkforce Research Institute during the 2023 calendar year.

License: Creative Commons Attribution 4.0 International (CC-BY-4.0). You are free to share and adapt with attribution.

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