year int64 2.01k 2.02k | geo_code int64 1 96 | geo_name stringclasses 64
values | geo_short stringclasses 64
values | geo_system stringclasses 1
value | labor_force_age_15_plus float64 145 4.92k | employed_persons float64 140 4.75k ⌀ | informal_employment_rate float64 28.4 91.1 ⌀ | trained_labor_rate float64 4.5 53.9 ⌀ | labor_productivity float64 41.9 676 ⌀ | working_age_unemployment_rate float64 0.08 9.41 ⌀ | working_age_underemployment_rate float64 0.07 7.76 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|
2,005 | 1 | Ha Noi | HN | historical_63 | 1,553.1 | null | null | null | null | null | null |
2,007 | 1 | Ha Noi | HN | historical_63 | 1,653.7 | null | null | null | null | null | null |
2,008 | 1 | Ha Noi | HN | historical_63 | 3,421.2 | null | null | 23.3 | null | null | null |
2,009 | 1 | Ha Noi | HN | historical_63 | 3,405.8 | null | null | 31.1 | null | null | null |
2,010 | 1 | Ha Noi | HN | historical_63 | 3,614.6 | null | null | 30.8 | null | null | null |
2,011 | 1 | Ha Noi | HN | historical_63 | 3,639.2 | null | null | 30.4 | null | null | null |
2,012 | 1 | Ha Noi | HN | historical_63 | 3,807.9 | null | null | 34.9 | null | null | null |
2,013 | 1 | Ha Noi | HN | historical_63 | 3,893.3 | null | null | 36.5 | null | null | null |
2,014 | 1 | Ha Noi | HN | historical_63 | 3,935.69 | null | null | 39.19 | null | null | null |
2,015 | 1 | Ha Noi | HN | historical_63 | 4,005.2 | null | null | 43.8 | null | null | null |
2,016 | 1 | Ha Noi | HN | historical_63 | 4,006.3 | null | null | 44.9 | null | null | null |
2,017 | 1 | Ha Noi | HN | historical_63 | 4,024.2 | null | null | 44.2 | null | null | null |
2,018 | 1 | Ha Noi | HN | historical_63 | 4,064.8 | 4,098.87 | 61.83 | 42 | 215.5 | 1.8 | 0.31 |
2,019 | 1 | Ha Noi | HN | historical_63 | 4,118.3 | 4,048.73 | 56.18 | 48.1 | 240.5 | 1.78 | 0.6 |
2,020 | 1 | Ha Noi | HN | historical_63 | 4,124.62 | 4,042.59 | 58.52 | 48.5 | 251.7 | 2.11 | 0.9 |
2,021 | 1 | Ha Noi | HN | historical_63 | 3,939.9 | 3,839.69 | 56.09 | 50.27 | 278.4 | 2.68 | 1.43 |
2,022 | 1 | Ha Noi | HN | historical_63 | 4,011.65 | 3,928.74 | 53.09 | 50.3 | 304.1 | 2.22 | 0.64 |
2,023 | 1 | Ha Noi | HN | historical_63 | 4,105.41 | 4,028.92 | 53.37 | 50.77 | 319 | 2.01 | 0.22 |
2,024 | 1 | Ha Noi | HN | historical_63 | 4,177.83 | 4,109.35 | 51.83 | 53.9 | 345.6 | 1.77 | 0.16 |
2,005 | 2 | Ha Giang | HG | historical_63 | 413.8 | null | null | null | null | null | null |
2,007 | 2 | Ha Giang | HG | historical_63 | 393.6 | null | null | null | null | null | null |
2,008 | 2 | Ha Giang | HG | historical_63 | 417.3 | null | null | 7.6 | null | null | null |
2,009 | 2 | Ha Giang | HG | historical_63 | 438.6 | null | null | 9 | null | null | null |
2,010 | 2 | Ha Giang | HG | historical_63 | 461.7 | null | null | 10.8 | null | null | null |
2,011 | 2 | Ha Giang | HG | historical_63 | 471 | null | null | 10.9 | null | null | null |
2,012 | 2 | Ha Giang | HG | historical_63 | 465.6 | null | null | 9.6 | null | null | null |
2,013 | 2 | Ha Giang | HG | historical_63 | 504.9 | null | null | 9.1 | null | null | null |
2,014 | 2 | Ha Giang | HG | historical_63 | 507.54 | null | null | 9.83 | null | null | null |
2,015 | 2 | Ha Giang | HG | historical_63 | 493.7 | null | null | 9.5 | null | null | null |
2,016 | 2 | Ha Giang | HG | historical_63 | 511.8 | null | null | 10.1 | null | null | null |
2,017 | 2 | Ha Giang | HG | historical_63 | 514.8 | null | null | 12.5 | null | null | null |
2,018 | 2 | Ha Giang | HG | historical_63 | 532.8 | 526.85 | 87.73 | 13.8 | 41.9 | 0.34 | 0.27 |
2,019 | 2 | Ha Giang | HG | historical_63 | 533 | 528 | 89.54 | 12.5 | 45.8 | 0.93 | 1.3 |
2,020 | 2 | Ha Giang | HG | historical_63 | 529.36 | 524.43 | 89.9 | 12.81 | 49.5 | 1.03 | 2.8 |
2,021 | 2 | Ha Giang | HG | historical_63 | 364.2 | 350.52 | 85.17 | 19.54 | 77.8 | 4.36 | 1.41 |
2,022 | 2 | Ha Giang | HG | historical_63 | 376.09 | 361.34 | 78.68 | 20.64 | 83.4 | 4.25 | 1.07 |
2,023 | 2 | Ha Giang | HG | historical_63 | 377.6 | 366.16 | 78.78 | 21.05 | 85.3 | 3.14 | 1.09 |
2,024 | 2 | Ha Giang | HG | historical_63 | 383.08 | 372.65 | 81.69 | 22.27 | 92.5 | 2.89 | 2.31 |
2,005 | 4 | Cao Bang | CB | historical_63 | 287 | null | null | null | null | null | null |
2,007 | 4 | Cao Bang | CB | historical_63 | 320.8 | null | null | null | null | null | null |
2,008 | 4 | Cao Bang | CB | historical_63 | 317.8 | null | null | 16.7 | null | null | null |
2,009 | 4 | Cao Bang | CB | historical_63 | 323.8 | null | null | 15.5 | null | null | null |
2,010 | 4 | Cao Bang | CB | historical_63 | 337.2 | null | null | 17.8 | null | null | null |
2,011 | 4 | Cao Bang | CB | historical_63 | 341 | null | null | 16.1 | null | null | null |
2,012 | 4 | Cao Bang | CB | historical_63 | 342.5 | null | null | 20.2 | null | null | null |
2,013 | 4 | Cao Bang | CB | historical_63 | 357.2 | null | null | 19.5 | null | null | null |
2,014 | 4 | Cao Bang | CB | historical_63 | 357.17 | null | null | 20.17 | null | null | null |
2,015 | 4 | Cao Bang | CB | historical_63 | 346.9 | null | null | 18.8 | null | null | null |
2,016 | 4 | Cao Bang | CB | historical_63 | 349.6 | null | null | 19.8 | null | null | null |
2,017 | 4 | Cao Bang | CB | historical_63 | 347.8 | null | null | 21 | null | null | null |
2,018 | 4 | Cao Bang | CB | historical_63 | 351.9 | 346.72 | 86.19 | 20.6 | 46.7 | 1.05 | 0.38 |
2,019 | 4 | Cao Bang | CB | historical_63 | 348.9 | 346.5 | 86.58 | 20.8 | 50.4 | 0.79 | 1.21 |
2,020 | 4 | Cao Bang | CB | historical_63 | 348.99 | 345.91 | 87.5 | 21.8 | 55.2 | 0.96 | 2.45 |
2,021 | 4 | Cao Bang | CB | historical_63 | 163.3 | 157.3 | 68.47 | 24.7 | 123.6 | 4.29 | 5.52 |
2,022 | 4 | Cao Bang | CB | historical_63 | 208.69 | 201.68 | 75.61 | 25.57 | 104.2 | 3.73 | 3.64 |
2,023 | 4 | Cao Bang | CB | historical_63 | 226.68 | 220.4 | 79.71 | 25.9 | 101.9 | 3.13 | 2.37 |
2,024 | 4 | Cao Bang | CB | historical_63 | 233.36 | 228.25 | 79.54 | 26.1 | 108.3 | 2.41 | 2.86 |
2,005 | 6 | Bac Kan | BK | historical_63 | 168.4 | null | null | null | null | null | null |
2,007 | 6 | Bac Kan | BK | historical_63 | 177.2 | null | null | null | null | null | null |
2,008 | 6 | Bac Kan | BK | historical_63 | 179.8 | null | null | 11.1 | null | null | null |
2,009 | 6 | Bac Kan | BK | historical_63 | 189.8 | null | null | 13.9 | null | null | null |
2,010 | 6 | Bac Kan | BK | historical_63 | 194.5 | null | null | 12.8 | null | null | null |
2,011 | 6 | Bac Kan | BK | historical_63 | 199.9 | null | null | 14.2 | null | null | null |
2,012 | 6 | Bac Kan | BK | historical_63 | 204.5 | null | null | 12.1 | null | null | null |
2,013 | 6 | Bac Kan | BK | historical_63 | 213.4 | null | null | 12.4 | null | null | null |
2,014 | 6 | Bac Kan | BK | historical_63 | 216.13 | null | null | 12.45 | null | null | null |
2,015 | 6 | Bac Kan | BK | historical_63 | 212.4 | null | null | 16.6 | null | null | null |
2,016 | 6 | Bac Kan | BK | historical_63 | 212.5 | null | null | 15.5 | null | null | null |
2,017 | 6 | Bac Kan | BK | historical_63 | 208.7 | null | null | 17.2 | null | null | null |
2,018 | 6 | Bac Kan | BK | historical_63 | 216.5 | 213.47 | 85.14 | 17.7 | 51.7 | 0.82 | 3.11 |
2,019 | 6 | Bac Kan | BK | historical_63 | 211 | 208.95 | 86.85 | 16.1 | 57.5 | 1.07 | 3.22 |
2,020 | 6 | Bac Kan | BK | historical_63 | 205.97 | 204.33 | 87.14 | 16.32 | 63.6 | 0.88 | 3.5 |
2,021 | 6 | Bac Kan | BK | historical_63 | 144.6 | 140.08 | 79.3 | 27.02 | 98.1 | 3.86 | 3.98 |
2,022 | 6 | Bac Kan | BK | historical_63 | 151.86 | 147.14 | 74.9 | 27.58 | 103.2 | 3.16 | 4.05 |
2,023 | 6 | Bac Kan | BK | historical_63 | 153.64 | 148.76 | 76.28 | 27.99 | 113.9 | 3.42 | 2.97 |
2,024 | 6 | Bac Kan | BK | historical_63 | 157.93 | 152.65 | 75.28 | 29.04 | 123.1 | 3.23 | 4.03 |
2,005 | 8 | Tuyen Quang | TQ | historical_63 | 393.8 | null | null | null | null | null | null |
2,007 | 8 | Tuyen Quang | TQ | historical_63 | 421.7 | null | null | null | null | null | null |
2,008 | 8 | Tuyen Quang | TQ | historical_63 | 443.1 | null | null | 14.6 | null | null | null |
2,009 | 8 | Tuyen Quang | TQ | historical_63 | 461.7 | null | null | 12.4 | null | null | null |
2,010 | 8 | Tuyen Quang | TQ | historical_63 | 443.2 | null | null | 14.3 | null | null | null |
2,011 | 8 | Tuyen Quang | TQ | historical_63 | 452.5 | null | null | 11.3 | null | null | null |
2,012 | 8 | Tuyen Quang | TQ | historical_63 | 470.7 | null | null | 16.3 | null | null | null |
2,013 | 8 | Tuyen Quang | TQ | historical_63 | 478 | null | null | 16.9 | null | null | null |
2,014 | 8 | Tuyen Quang | TQ | historical_63 | 481.86 | null | null | 19.57 | null | null | null |
2,015 | 8 | Tuyen Quang | TQ | historical_63 | 472.6 | null | null | 20.7 | null | null | null |
2,016 | 8 | Tuyen Quang | TQ | historical_63 | 471.5 | null | null | 20.2 | null | null | null |
2,017 | 8 | Tuyen Quang | TQ | historical_63 | 472.3 | null | null | 16.1 | null | null | null |
2,018 | 8 | Tuyen Quang | TQ | historical_63 | 480.6 | 470.81 | 83.78 | 19.4 | 59.8 | 1.29 | 1.37 |
2,019 | 8 | Tuyen Quang | TQ | historical_63 | 489.8 | 483.64 | 83.21 | 20.7 | 64.4 | 1.44 | 3.02 |
2,020 | 8 | Tuyen Quang | TQ | historical_63 | 480.5 | 474.35 | 82.55 | 21.32 | 72.7 | 1.4 | 4.31 |
2,021 | 8 | Tuyen Quang | TQ | historical_63 | 379 | 366.61 | 81.01 | 23.07 | 98.9 | 3.64 | 3.03 |
2,022 | 8 | Tuyen Quang | TQ | historical_63 | 380.6 | 368.11 | 78.16 | 21.63 | 110.7 | 3.56 | 2.86 |
2,023 | 8 | Tuyen Quang | TQ | historical_63 | 381.95 | 369.46 | 77.34 | 21.82 | 118.2 | 3.64 | 1.59 |
2,024 | 8 | Tuyen Quang | TQ | historical_63 | 385.33 | 372.91 | 77.64 | 22.47 | 132 | 3.54 | 2.96 |
2,005 | 10 | Lao Cai | LCA | historical_63 | 332.8 | null | null | null | null | null | null |
2,007 | 10 | Lao Cai | LCA | historical_63 | 326.4 | null | null | null | null | null | null |
2,008 | 10 | Lao Cai | LCA | historical_63 | 345.8 | null | null | 9.6 | null | null | null |
2,009 | 10 | Lao Cai | LCA | historical_63 | 355.5 | null | null | 14 | null | null | null |
2,010 | 10 | Lao Cai | LCA | historical_63 | 358.6 | null | null | 16.5 | null | null | null |
Vietnam labor master panel by locality
Wide geo×year master joining all published NSO Labor and Employment locality packs (labor force, employment, unemployment and underemployment, informal employment, labor productivity, trained labor rate). Includes historical Ha Tay when present. Sex/age/sector cross-tabs without province locality are out of scope. Province names follow ar_core.vn_geo.
Figures
Hero
Hero (continued)
Comparison
Color key
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 labor locality packs.
Method: outer-join leaf packs on geo_code×year with English geo labels via ar_core.vn_geo. Cleaning and joins are automated in this repository (Python).
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 2026-09-26 UTC.
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