Datasets:

letrinhan
/

vn-provinces-migration-rates

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_status string	unit string	in_migration_rate float64	out_migration_rate float64	net_migration_rate null
0	Viet Nam	VN	national	2,005	final	per_1000_population	5	5	null
0	Viet Nam	VN	national	2,007	final	per_1000_population	7.5	7.5	null
0	Viet Nam	VN	national	2,008	final	per_1000_population	6	6	null
0	Viet Nam	VN	national	2,009	final	per_1000_population	8.7	8.7	null
0	Viet Nam	VN	national	2,010	final	per_1000_population	9.7	9.7	null
0	Viet Nam	VN	national	2,011	final	per_1000_population	10.4	10.4	null
0	Viet Nam	VN	national	2,012	final	per_1000_population	7.2	7.2	null
0	Viet Nam	VN	national	2,013	final	per_1000_population	8.8	8.8	null
0	Viet Nam	VN	national	2,014	final	per_1000_population	9.2	9.2	null
0	Viet Nam	VN	national	2,015	final	per_1000_population	5.5	5.5	null
0	Viet Nam	VN	national	2,016	final	per_1000_population	4.6	4.6	null
0	Viet Nam	VN	national	2,017	final	per_1000_population	3.7	3.7	null
1	Ha Noi	HN	historical_63	2,005	final	per_1000_population	13.8	5.2	null
1	Ha Noi	HN	historical_63	2,007	final	per_1000_population	14.8	10.5	null
1	Ha Noi	HN	historical_63	2,008	final	per_1000_population	10.7	6.8	null
1	Ha Noi	HN	historical_63	2,009	final	per_1000_population	13.1	3.2	null
1	Ha Noi	HN	historical_63	2,010	final	per_1000_population	10.8	4.9	null
1	Ha Noi	HN	historical_63	2,011	final	per_1000_population	11	6.4	null
1	Ha Noi	HN	historical_63	2,012	final	per_1000_population	6.1	3.3	null
1	Ha Noi	HN	historical_63	2,013	final	per_1000_population	7.7	7.4	null
1	Ha Noi	HN	historical_63	2,014	final	per_1000_population	7.5	7.8	null
1	Ha Noi	HN	historical_63	2,015	final	per_1000_population	4.7	4.1	null
1	Ha Noi	HN	historical_63	2,016	final	per_1000_population	4.6	2.6	null
1	Ha Noi	HN	historical_63	2,017	final	per_1000_population	3	3.3	null
1	Ha Noi	HN	historical_63	2,018	final	per_1000_population	4.7	2.6	null
1	Ha Noi	HN	historical_63	2,019	final	per_1000_population	8.8	2.5	null
1	Ha Noi	HN	historical_63	2,020	final	per_1000_population	6.26	2.53	null
1	Ha Noi	HN	historical_63	2,021	final	per_1000_population	7.68	1.75	null
1	Ha Noi	HN	historical_63	2,022	final	per_1000_population	4.79	2.84	null
1	Ha Noi	HN	historical_63	2,023	final	per_1000_population	5.85	1.96	null
1	Ha Noi	HN	historical_63	2,024	preliminary	per_1000_population	5.91	4.47	null
2	Ha Giang	HG	historical_63	2,005	final	per_1000_population	0.6	0.9	null
2	Ha Giang	HG	historical_63	2,007	final	per_1000_population	0.9	2.2	null
2	Ha Giang	HG	historical_63	2,008	final	per_1000_population	0.9	2.1	null
2	Ha Giang	HG	historical_63	2,009	final	per_1000_population	2.2	3.1	null
2	Ha Giang	HG	historical_63	2,010	final	per_1000_population	1.9	19	null
2	Ha Giang	HG	historical_63	2,011	final	per_1000_population	2.4	3.6	null
2	Ha Giang	HG	historical_63	2,012	final	per_1000_population	1.3	1.7	null
2	Ha Giang	HG	historical_63	2,013	final	per_1000_population	2.8	2.6	null
2	Ha Giang	HG	historical_63	2,014	final	per_1000_population	1.4	2.1	null
2	Ha Giang	HG	historical_63	2,015	final	per_1000_population	1.1	2.7	null
2	Ha Giang	HG	historical_63	2,016	final	per_1000_population	0.2	2.7	null
2	Ha Giang	HG	historical_63	2,017	final	per_1000_population	0.1	1.8	null
2	Ha Giang	HG	historical_63	2,018	final	per_1000_population	0.1	3.4	null
2	Ha Giang	HG	historical_63	2,019	final	per_1000_population	1	4.8	null
2	Ha Giang	HG	historical_63	2,020	final	per_1000_population	0.71	5.44	null
2	Ha Giang	HG	historical_63	2,021	final	per_1000_population	0.32	7.89	null
2	Ha Giang	HG	historical_63	2,022	final	per_1000_population	0.51	10.78	null
2	Ha Giang	HG	historical_63	2,023	final	per_1000_population	0.21	9.86	null
2	Ha Giang	HG	historical_63	2,024	preliminary	per_1000_population	2.68	7.58	null
4	Cao Bang	CB	historical_63	2,005	final	per_1000_population	4.2	4	null
4	Cao Bang	CB	historical_63	2,007	final	per_1000_population	5.9	7	null
4	Cao Bang	CB	historical_63	2,008	final	per_1000_population	5.2	1.5	null
4	Cao Bang	CB	historical_63	2,009	final	per_1000_population	3.7	6.5	null
4	Cao Bang	CB	historical_63	2,010	final	per_1000_population	4.7	9.6	null
4	Cao Bang	CB	historical_63	2,011	final	per_1000_population	4.6	10.1	null
4	Cao Bang	CB	historical_63	2,012	final	per_1000_population	4.4	15.6	null
4	Cao Bang	CB	historical_63	2,013	final	per_1000_population	8.1	8.6	null
4	Cao Bang	CB	historical_63	2,014	final	per_1000_population	3.3	8.2	null
4	Cao Bang	CB	historical_63	2,015	final	per_1000_population	4	4	null
4	Cao Bang	CB	historical_63	2,016	final	per_1000_population	3.3	4.2	null
4	Cao Bang	CB	historical_63	2,017	final	per_1000_population	1.7	4.8	null
4	Cao Bang	CB	historical_63	2,018	final	per_1000_population	1.9	3.6	null
4	Cao Bang	CB	historical_63	2,019	final	per_1000_population	1.8	7.5	null
4	Cao Bang	CB	historical_63	2,020	final	per_1000_population	2.19	11.52	null
4	Cao Bang	CB	historical_63	2,021	final	per_1000_population	2.5	7.29	null
4	Cao Bang	CB	historical_63	2,022	final	per_1000_population	2.74	7.55	null
4	Cao Bang	CB	historical_63	2,023	final	per_1000_population	2.12	9.72	null
4	Cao Bang	CB	historical_63	2,024	preliminary	per_1000_population	3.84	8.23	null
6	Bac Kan	BK	historical_63	2,005	final	per_1000_population	4.3	5	null
6	Bac Kan	BK	historical_63	2,007	final	per_1000_population	5	4.2	null
6	Bac Kan	BK	historical_63	2,008	final	per_1000_population	2.6	3.8	null
6	Bac Kan	BK	historical_63	2,009	final	per_1000_population	4.7	7.1	null
6	Bac Kan	BK	historical_63	2,010	final	per_1000_population	4.6	6.3	null
6	Bac Kan	BK	historical_63	2,011	final	per_1000_population	4.8	6.7	null
6	Bac Kan	BK	historical_63	2,012	final	per_1000_population	3.1	4.6	null
6	Bac Kan	BK	historical_63	2,013	final	per_1000_population	4.7	11.7	null
6	Bac Kan	BK	historical_63	2,014	final	per_1000_population	4	10.1	null
6	Bac Kan	BK	historical_63	2,015	final	per_1000_population	2.2	2.5	null
6	Bac Kan	BK	historical_63	2,016	final	per_1000_population	1	4.4	null
6	Bac Kan	BK	historical_63	2,017	final	per_1000_population	1.6	4.1	null
6	Bac Kan	BK	historical_63	2,018	final	per_1000_population	1.2	3	null
6	Bac Kan	BK	historical_63	2,019	final	per_1000_population	1.6	9.6	null
6	Bac Kan	BK	historical_63	2,020	final	per_1000_population	0.95	4.99	null
6	Bac Kan	BK	historical_63	2,021	final	per_1000_population	1.42	13.43	null
6	Bac Kan	BK	historical_63	2,022	final	per_1000_population	1.51	4.4	null
6	Bac Kan	BK	historical_63	2,023	final	per_1000_population	0.83	10.15	null
6	Bac Kan	BK	historical_63	2,024	preliminary	per_1000_population	3.85	9.76	null
8	Tuyen Quang	TQ	historical_63	2,005	final	per_1000_population	2.8	3.4	null
8	Tuyen Quang	TQ	historical_63	2,007	final	per_1000_population	2.6	6	null
8	Tuyen Quang	TQ	historical_63	2,008	final	per_1000_population	3.9	4.4	null
8	Tuyen Quang	TQ	historical_63	2,009	final	per_1000_population	2.4	8.2	null
8	Tuyen Quang	TQ	historical_63	2,010	final	per_1000_population	2.8	4.7	null
8	Tuyen Quang	TQ	historical_63	2,011	final	per_1000_population	3.7	13.5	null
8	Tuyen Quang	TQ	historical_63	2,012	final	per_1000_population	2.1	3.5	null
8	Tuyen Quang	TQ	historical_63	2,013	final	per_1000_population	3.3	5.1	null
8	Tuyen Quang	TQ	historical_63	2,014	final	per_1000_population	3.9	6.4	null
8	Tuyen Quang	TQ	historical_63	2,015	final	per_1000_population	1.4	3.8	null
8	Tuyen Quang	TQ	historical_63	2,016	final	per_1000_population	1.4	3.3	null
8	Tuyen Quang	TQ	historical_63	2,017	final	per_1000_population	1.2	2.5	null

End of preview.

Vietnam provinces migration rates

In-migration, out-migration and net migration rates (per 1000 population). Coverage 2005-2024 for provinces/regions (2006 absent in source). National totals only through 2017 in source. Includes historical Ha Tay. 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 (1199 rows)

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

regions (114 rows)

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

national (12 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: Ty suat nhap cu, xuat cu va di cu thuan phan theo dia phuong. Cleaned long panel for research use.

Citation

@misc{nso_vn_provinces_migration_rates,
  title = {Vietnam provinces migration rates},
  author = {{National Statistics Office of Vietnam}},
  note = {Unit: per 1000 population. Columns: in_migration_rate, out_migration_rate, net_migration_rate.},
  year = {2024}
}

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