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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
End of preview. Expand in Data Studio

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

Hero (continued)

Hero (continued)

Comparison

Comparison

Color key

Color key

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 (19 rows)

  • data/national.csv
  • data/national.dta
  • data/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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