Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
The dataset generation failed
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 datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
geo_code int64 | year int64 | geo_name string | geo_short string | geo_system string | labor_force_age_15_plus float64 | employed_persons null | informal_employment_rate null | trained_labor_rate float64 | labor_productivity null | working_age_unemployment_rate null | working_age_underemployment_rate null |
|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2,005 | Viet Nam | VN | national | 44,904.5 | null | null | null | null | null | null |
0 | 2,007 | Viet Nam | VN | national | 47,160.3 | null | null | null | null | null | null |
0 | 2,008 | Viet Nam | VN | national | 48,209.6 | null | null | 14.3 | null | null | null |
0 | 2,009 | Viet Nam | VN | national | 49,322 | null | null | 14.8 | null | null | null |
0 | 2,010 | Viet Nam | VN | national | 50,473.5 | null | null | 14.7 | null | null | null |
0 | 2,011 | Viet Nam | VN | national | 51,594.3 | null | null | 15.6 | null | null | null |
0 | 2,012 | Viet Nam | VN | national | 52,616.6 | null | null | 16.7 | null | null | null |
0 | 2,013 | Viet Nam | VN | national | 53,549.3 | null | null | 18.2 | null | null | null |
0 | 2,014 | Viet Nam | VN | national | 54,040.7 | null | null | 18.69 | null | null | null |
0 | 2,015 | Viet Nam | VN | national | 54,266 | null | null | 20.4 | null | null | null |
0 | 2,016 | Viet Nam | VN | national | 54,482.8 | null | null | 20.9 | null | null | null |
0 | 2,017 | Viet Nam | VN | national | 54,819.6 | null | null | 21.6 | null | null | null |
0 | 2,018 | Viet Nam | VN | national | 55,388 | null | null | 22 | null | null | null |
0 | 2,019 | Viet Nam | VN | national | 55,767.4 | null | null | 22.8 | null | null | null |
0 | 2,020 | Viet Nam | VN | national | 54,842.94 | null | null | 24.05 | null | null | null |
0 | 2,021 | Viet Nam | VN | national | 50,560.5 | null | null | 26.13 | null | null | null |
0 | 2,022 | Viet Nam | VN | national | 51,704.88 | null | null | 26.44 | null | null | null |
0 | 2,023 | Viet Nam | VN | national | 52,375.95 | null | null | 27.18 | null | null | null |
0 | 2,024 | Viet Nam | VN | national | 52,942.28 | null | null | 28.43 | null | null | null |
1 | 2,005 | Ha Noi | HN | historical_63 | 1,553.1 | null | null | null | null | null | null |
1 | 2,007 | Ha Noi | HN | historical_63 | 1,653.7 | null | null | null | null | null | null |
1 | 2,008 | Ha Noi | HN | historical_63 | 3,421.2 | null | null | 23.3 | null | null | null |
1 | 2,009 | Ha Noi | HN | historical_63 | 3,405.8 | null | null | 31.1 | null | null | null |
1 | 2,010 | Ha Noi | HN | historical_63 | 3,614.6 | null | null | 30.8 | null | null | null |
1 | 2,011 | Ha Noi | HN | historical_63 | 3,639.2 | null | null | 30.4 | null | null | null |
1 | 2,012 | Ha Noi | HN | historical_63 | 3,807.9 | null | null | 34.9 | null | null | null |
1 | 2,013 | Ha Noi | HN | historical_63 | 3,893.3 | null | null | 36.5 | null | null | null |
1 | 2,014 | Ha Noi | HN | historical_63 | 3,935.69 | null | null | 39.19 | null | null | null |
1 | 2,015 | Ha Noi | HN | historical_63 | 4,005.2 | null | null | 43.8 | null | null | null |
1 | 2,016 | Ha Noi | HN | historical_63 | 4,006.3 | null | null | 44.9 | null | null | null |
1 | 2,017 | Ha Noi | HN | historical_63 | 4,024.2 | null | null | 44.2 | null | null | null |
1 | 2,018 | Ha Noi | HN | historical_63 | 4,064.8 | null | null | 42 | null | null | null |
1 | 2,019 | Ha Noi | HN | historical_63 | 4,118.3 | null | null | 48.1 | null | null | null |
1 | 2,020 | Ha Noi | HN | historical_63 | 4,124.62 | null | null | 48.5 | null | null | null |
1 | 2,021 | Ha Noi | HN | historical_63 | 3,939.9 | null | null | 50.27 | null | null | null |
1 | 2,022 | Ha Noi | HN | historical_63 | 4,011.65 | null | null | 50.3 | null | null | null |
1 | 2,023 | Ha Noi | HN | historical_63 | 4,105.41 | null | null | 50.77 | null | null | null |
1 | 2,024 | Ha Noi | HN | historical_63 | 4,177.83 | null | null | 53.9 | null | null | null |
2 | 2,005 | Ha Giang | HG | historical_63 | 413.8 | null | null | null | null | null | null |
2 | 2,007 | Ha Giang | HG | historical_63 | 393.6 | null | null | null | null | null | null |
2 | 2,008 | Ha Giang | HG | historical_63 | 417.3 | null | null | 7.6 | null | null | null |
2 | 2,009 | Ha Giang | HG | historical_63 | 438.6 | null | null | 9 | null | null | null |
2 | 2,010 | Ha Giang | HG | historical_63 | 461.7 | null | null | 10.8 | null | null | null |
2 | 2,011 | Ha Giang | HG | historical_63 | 471 | null | null | 10.9 | null | null | null |
2 | 2,012 | Ha Giang | HG | historical_63 | 465.6 | null | null | 9.6 | null | null | null |
2 | 2,013 | Ha Giang | HG | historical_63 | 504.9 | null | null | 9.1 | null | null | null |
2 | 2,014 | Ha Giang | HG | historical_63 | 507.54 | null | null | 9.83 | null | null | null |
2 | 2,015 | Ha Giang | HG | historical_63 | 493.7 | null | null | 9.5 | null | null | null |
2 | 2,016 | Ha Giang | HG | historical_63 | 511.8 | null | null | 10.1 | null | null | null |
2 | 2,017 | Ha Giang | HG | historical_63 | 514.8 | null | null | 12.5 | null | null | null |
2 | 2,018 | Ha Giang | HG | historical_63 | 532.8 | null | null | 13.8 | null | null | null |
2 | 2,019 | Ha Giang | HG | historical_63 | 533 | null | null | 12.5 | null | null | null |
2 | 2,020 | Ha Giang | HG | historical_63 | 529.36 | null | null | 12.81 | null | null | null |
2 | 2,021 | Ha Giang | HG | historical_63 | 364.2 | null | null | 19.54 | null | null | null |
2 | 2,022 | Ha Giang | HG | historical_63 | 376.09 | null | null | 20.64 | null | null | null |
2 | 2,023 | Ha Giang | HG | historical_63 | 377.6 | null | null | 21.05 | null | null | null |
2 | 2,024 | Ha Giang | HG | historical_63 | 383.08 | null | null | 22.27 | null | null | null |
4 | 2,005 | Cao Bang | CB | historical_63 | 287 | null | null | null | null | null | null |
4 | 2,007 | Cao Bang | CB | historical_63 | 320.8 | null | null | null | null | null | null |
4 | 2,008 | Cao Bang | CB | historical_63 | 317.8 | null | null | 16.7 | null | null | null |
4 | 2,009 | Cao Bang | CB | historical_63 | 323.8 | null | null | 15.5 | null | null | null |
4 | 2,010 | Cao Bang | CB | historical_63 | 337.2 | null | null | 17.8 | null | null | null |
4 | 2,011 | Cao Bang | CB | historical_63 | 341 | null | null | 16.1 | null | null | null |
4 | 2,012 | Cao Bang | CB | historical_63 | 342.5 | null | null | 20.2 | null | null | null |
4 | 2,013 | Cao Bang | CB | historical_63 | 357.2 | null | null | 19.5 | null | null | null |
4 | 2,014 | Cao Bang | CB | historical_63 | 357.17 | null | null | 20.17 | null | null | null |
4 | 2,015 | Cao Bang | CB | historical_63 | 346.9 | null | null | 18.8 | null | null | null |
4 | 2,016 | Cao Bang | CB | historical_63 | 349.6 | null | null | 19.8 | null | null | null |
4 | 2,017 | Cao Bang | CB | historical_63 | 347.8 | null | null | 21 | null | null | null |
4 | 2,018 | Cao Bang | CB | historical_63 | 351.9 | null | null | 20.6 | null | null | null |
4 | 2,019 | Cao Bang | CB | historical_63 | 348.9 | null | null | 20.8 | null | null | null |
4 | 2,020 | Cao Bang | CB | historical_63 | 348.99 | null | null | 21.8 | null | null | null |
4 | 2,021 | Cao Bang | CB | historical_63 | 163.3 | null | null | 24.7 | null | null | null |
4 | 2,022 | Cao Bang | CB | historical_63 | 208.69 | null | null | 25.57 | null | null | null |
4 | 2,023 | Cao Bang | CB | historical_63 | 226.68 | null | null | 25.9 | null | null | null |
4 | 2,024 | Cao Bang | CB | historical_63 | 233.36 | null | null | 26.1 | null | null | null |
6 | 2,005 | Bac Kan | BK | historical_63 | 168.4 | null | null | null | null | null | null |
6 | 2,007 | Bac Kan | BK | historical_63 | 177.2 | null | null | null | null | null | null |
6 | 2,008 | Bac Kan | BK | historical_63 | 179.8 | null | null | 11.1 | null | null | null |
6 | 2,009 | Bac Kan | BK | historical_63 | 189.8 | null | null | 13.9 | null | null | null |
6 | 2,010 | Bac Kan | BK | historical_63 | 194.5 | null | null | 12.8 | null | null | null |
6 | 2,011 | Bac Kan | BK | historical_63 | 199.9 | null | null | 14.2 | null | null | null |
6 | 2,012 | Bac Kan | BK | historical_63 | 204.5 | null | null | 12.1 | null | null | null |
6 | 2,013 | Bac Kan | BK | historical_63 | 213.4 | null | null | 12.4 | null | null | null |
6 | 2,014 | Bac Kan | BK | historical_63 | 216.13 | null | null | 12.45 | null | null | null |
6 | 2,015 | Bac Kan | BK | historical_63 | 212.4 | null | null | 16.6 | null | null | null |
6 | 2,016 | Bac Kan | BK | historical_63 | 212.5 | null | null | 15.5 | null | null | null |
6 | 2,017 | Bac Kan | BK | historical_63 | 208.7 | null | null | 17.2 | null | null | null |
6 | 2,018 | Bac Kan | BK | historical_63 | 216.5 | null | null | 17.7 | null | null | null |
6 | 2,019 | Bac Kan | BK | historical_63 | 211 | null | null | 16.1 | null | null | null |
6 | 2,020 | Bac Kan | BK | historical_63 | 205.97 | null | null | 16.32 | null | null | null |
6 | 2,021 | Bac Kan | BK | historical_63 | 144.6 | null | null | 27.02 | null | null | null |
6 | 2,022 | Bac Kan | BK | historical_63 | 151.86 | null | null | 27.58 | null | null | null |
6 | 2,023 | Bac Kan | BK | historical_63 | 153.64 | null | null | 27.99 | null | null | null |
6 | 2,024 | Bac Kan | BK | historical_63 | 157.93 | null | null | 29.04 | null | null | null |
8 | 2,005 | Tuyen Quang | TQ | historical_63 | 393.8 | null | null | null | null | null | null |
8 | 2,007 | Tuyen Quang | TQ | historical_63 | 421.7 | null | null | null | null | null | null |
8 | 2,008 | Tuyen Quang | TQ | historical_63 | 443.1 | null | null | 14.6 | null | null | null |
8 | 2,009 | Tuyen Quang | TQ | historical_63 | 461.7 | null | null | 12.4 | null | null | null |
8 | 2,010 | Tuyen Quang | TQ | historical_63 | 443.2 | null | null | 14.3 | null | null | null |
End of preview.
Vietnam labor master panel by locality
Wide geo×year master joining all published NSO "Lao động việc làm" locality packs (labor force 15+, employed persons, informal employment rate, trained labor rate, labor productivity, working-age unemployment and underemployment). Outer join on geo_code×year for 2005-2024. cells are missing where a source pack has no year. Includes historical Ha Tay when present. Sex/age/sector/ occupation cross-tabs without địa phương are out of scope. Province names follow ar_core.vn_geo.
Files
provinces (1199 rows)
data/provinces.csvdata/provinces.dtadata/provinces.xlsx
regions (114 rows)
data/regions.csvdata/regions.dtadata/regions.xlsx
national (19 rows)
data/national.csvdata/national.dtadata/national.xlsx
Load
Stata:
use "data/provinces.dta", clear
R:
df <- read.csv("data/provinces.csv")
SPSS: open the .xlsx or .csv file.
Source
National Statistics Office of Vietnam (NSO/GSO). Built by outer-joining curated letrinhan/vn-provinces-* labor locality packs (see README).
Citation
@misc{nso_vn_provinces_labor_master,
title = {Vietnam labor master panel by locality},
author = {{National Statistics Office of Vietnam}},
note = {Wide panel; see measure columns and source packs.},
year = {2024}
}
Built 2026-09-14 UTC.
- Downloads last month
- 77