Datasets:

letrinhan
/

vn-provinces-life-expectancy

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'R6' as a scalar of type int64
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2312, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2152, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2015, in array_cast
                  return array.cast(pa_type)
                         ~~~~~~~~~~^^^^^^^^^
                File "pyarrow/array.pxi", line 1161, in pyarrow.lib.Array.cast
                File "/usr/local/lib/python3.14/site-packages/pyarrow/compute.py", line 414, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
                  return func.call(args, options=options, memory_pool=memory_pool,
                File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
                  result = GetResultValue(
                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: Failed to parse string: 'R6' as a scalar of type int64
              
              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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geo_code int64	geo_name string	geo_short string	geo_system string	year int64	value float64	value_status string	unit string
0	Viet Nam	VN	national	2,018	73.49	final	years
0	Viet Nam	VN	national	2,019	73.6	final	years
0	Viet Nam	VN	national	2,020	73.66	final	years
0	Viet Nam	VN	national	2,021	73.64	final	years
0	Viet Nam	VN	national	2,022	73.64	final	years
0	Viet Nam	VN	national	2,023	74.5	final	years
0	Viet Nam	VN	national	2,024	74.7	preliminary	years
1	Ha Noi	HN	historical_63	2,018	75.4	final	years
1	Ha Noi	HN	historical_63	2,019	75.47	final	years
1	Ha Noi	HN	historical_63	2,020	75.47	final	years
1	Ha Noi	HN	historical_63	2,021	75.66	final	years
1	Ha Noi	HN	historical_63	2,022	76.04	final	years
1	Ha Noi	HN	historical_63	2,023	76.13	final	years
1	Ha Noi	HN	historical_63	2,024	76.63	preliminary	years
2	Ha Giang	HG	historical_63	2,018	67.74	final	years
2	Ha Giang	HG	historical_63	2,019	67.88	final	years
2	Ha Giang	HG	historical_63	2,020	68.4	final	years
2	Ha Giang	HG	historical_63	2,021	68.78	final	years
2	Ha Giang	HG	historical_63	2,022	68.78	final	years
2	Ha Giang	HG	historical_63	2,023	71.48	final	years
2	Ha Giang	HG	historical_63	2,024	71.41	preliminary	years
4	Cao Bang	CB	historical_63	2,018	70.46	final	years
4	Cao Bang	CB	historical_63	2,019	70.6	final	years
4	Cao Bang	CB	historical_63	2,020	70.56	final	years
4	Cao Bang	CB	historical_63	2,021	71.36	final	years
4	Cao Bang	CB	historical_63	2,022	71.36	final	years
4	Cao Bang	CB	historical_63	2,023	72.31	final	years
4	Cao Bang	CB	historical_63	2,024	72.24	preliminary	years
6	Bac Kan	BK	historical_63	2,018	72.49	final	years
6	Bac Kan	BK	historical_63	2,019	72.62	final	years
6	Bac Kan	BK	historical_63	2,020	72.58	final	years
6	Bac Kan	BK	historical_63	2,021	72.59	final	years
6	Bac Kan	BK	historical_63	2,022	72.59	final	years
6	Bac Kan	BK	historical_63	2,023	72.95	final	years
6	Bac Kan	BK	historical_63	2,024	72.88	preliminary	years
8	Tuyen Quang	TQ	historical_63	2,018	72.15	final	years
8	Tuyen Quang	TQ	historical_63	2,019	72.25	final	years
8	Tuyen Quang	TQ	historical_63	2,020	72.28	final	years
8	Tuyen Quang	TQ	historical_63	2,021	72.18	final	years
8	Tuyen Quang	TQ	historical_63	2,022	72.18	final	years
8	Tuyen Quang	TQ	historical_63	2,023	73.02	final	years
8	Tuyen Quang	TQ	historical_63	2,024	72.96	preliminary	years
10	Lao Cai	LCA	historical_63	2,018	69.01	final	years
10	Lao Cai	LCA	historical_63	2,019	69.16	final	years
10	Lao Cai	LCA	historical_63	2,020	69.26	final	years
10	Lao Cai	LCA	historical_63	2,021	69.96	final	years
10	Lao Cai	LCA	historical_63	2,022	69.96	final	years
10	Lao Cai	LCA	historical_63	2,023	71.34	final	years
10	Lao Cai	LCA	historical_63	2,024	71.27	preliminary	years
11	Dien Bien	DB	historical_63	2,018	67.69	final	years
11	Dien Bien	DB	historical_63	2,019	67.83	final	years
11	Dien Bien	DB	historical_63	2,020	68.44	final	years
11	Dien Bien	DB	historical_63	2,021	68.44	final	years
11	Dien Bien	DB	historical_63	2,022	68.44	final	years
11	Dien Bien	DB	historical_63	2,023	69.89	final	years
11	Dien Bien	DB	historical_63	2,024	69.8	preliminary	years
12	Lai Chau	LC	historical_63	2,018	65.66	final	years
12	Lai Chau	LC	historical_63	2,019	65.83	final	years
12	Lai Chau	LC	historical_63	2,020	66.69	final	years
12	Lai Chau	LC	historical_63	2,021	67.9	final	years
12	Lai Chau	LC	historical_63	2,022	67.9	final	years
12	Lai Chau	LC	historical_63	2,023	69.82	final	years
12	Lai Chau	LC	historical_63	2,024	65.83	preliminary	years
14	Son La	SL	historical_63	2,018	70.78	final	years
14	Son La	SL	historical_63	2,019	70.9	final	years
14	Son La	SL	historical_63	2,020	70.96	final	years
14	Son La	SL	historical_63	2,021	70.94	final	years
14	Son La	SL	historical_63	2,022	70.94	final	years
14	Son La	SL	historical_63	2,023	73.43	final	years
14	Son La	SL	historical_63	2,024	73.38	preliminary	years
15	Yen Bai	YB	historical_63	2,018	69.54	final	years
15	Yen Bai	YB	historical_63	2,019	69.68	final	years
15	Yen Bai	YB	historical_63	2,020	69.56	final	years
15	Yen Bai	YB	historical_63	2,021	69.66	final	years
15	Yen Bai	YB	historical_63	2,022	69.66	final	years
15	Yen Bai	YB	historical_63	2,023	71.69	final	years
15	Yen Bai	YB	historical_63	2,024	71.61	preliminary	years
17	Hoa Binh	HB	historical_63	2,018	72.57	final	years
17	Hoa Binh	HB	historical_63	2,019	72.66	final	years
17	Hoa Binh	HB	historical_63	2,020	72.6	final	years
17	Hoa Binh	HB	historical_63	2,021	72.69	final	years
17	Hoa Binh	HB	historical_63	2,022	72.69	final	years
17	Hoa Binh	HB	historical_63	2,023	73.36	final	years
17	Hoa Binh	HB	historical_63	2,024	73.3	preliminary	years
19	Thai Nguyen	TNG	historical_63	2,018	73.53	final	years
19	Thai Nguyen	TNG	historical_63	2,019	73.62	final	years
19	Thai Nguyen	TNG	historical_63	2,020	73.68	final	years
19	Thai Nguyen	TNG	historical_63	2,021	73.7	final	years
19	Thai Nguyen	TNG	historical_63	2,022	73.7	final	years
19	Thai Nguyen	TNG	historical_63	2,023	74.53	final	years
19	Thai Nguyen	TNG	historical_63	2,024	74.48	preliminary	years
20	Lang Son	LS	historical_63	2,018	72.24	final	years
20	Lang Son	LS	historical_63	2,019	72.35	final	years
20	Lang Son	LS	historical_63	2,020	72.42	final	years
20	Lang Son	LS	historical_63	2,021	72.45	final	years
20	Lang Son	LS	historical_63	2,022	72.45	final	years
20	Lang Son	LS	historical_63	2,023	73.06	final	years
20	Lang Son	LS	historical_63	2,024	73	preliminary	years
22	Quang Ninh	QN	historical_63	2,018	73.4	final	years
22	Quang Ninh	QN	historical_63	2,019	73.49	final	years

End of preview.

Vietnam provinces life expectancy at birth

Life expectancy at birth (years). Coverage 2018-2024. Year 2024 is preliminary. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).

Files

provinces (441 rows)

data/provinces.csv
data/provinces.dta
data/provinces.xlsx

regions (42 rows)

data/regions.csv
data/regions.dta
data/regions.xlsx

national (7 rows)

data/national.csv
data/national.dta
data/national.xlsx

Load

Stata:

use "data/provinces.dta", clear

df <- read.csv("data/provinces.csv")

SPSS: open the .xlsx or .csv file.

Source

National Statistics Office of Vietnam (NSO/GSO). Original table title: Tuoi tho trung binh tinh tu luc sinh phan theo dia phuong. Cleaned long panel for research use.

Raw originals

Unmodified upstream source files are under raw/ for verification (see raw/README.md). Clean tables remain under data/.

Citation

@misc{nso_vn_provinces_life_expectancy,
  title = {Vietnam provinces life expectancy at birth},
  author = {{National Statistics Office of Vietnam}},
  note = {Unit: years.},
  year = {2024}
}

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