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year
int64
2.02k
2.02k
geo_code
int64
1
96
geo_name
stringclasses
63 values
geo_short
stringclasses
63 values
geo_system
stringclasses
1 value
source_name
stringclasses
63 values
dti_index
float64
0.21
0.84
dti_rank
int64
1
63
pillar_cqs
float64
0.23
0.91
⌀
rank_cqs
float64
1
63
⌀
pillar_kts
float64
0.17
0.88
⌀
rank_kts
float64
1
63
⌀
pillar_xhs
float64
0.18
0.85
⌀
rank_xhs
float64
1
63
⌀
2,020
48
Da Nang
DNA
historical_63
TP. Đà Nẵng
0.4874
1
0.5346
1
0.4155
1
0.4964
1
2,020
46
Thua Thien Hue
TTH
historical_63
TP. Huế
0.4097
2
0.522
2
0.304
13
0.3655
10
2,020
27
Bac Ninh
BN
historical_63
Bắc Ninh
0.4096
3
0.4449
8
0.3668
2
0.4052
2
2,020
22
Quang Ninh
QN
historical_63
Quảng Ninh
0.3897
4
0.4513
5
0.3019
14
0.3955
3
2,020
79
Ho Chi Minh City
HCM
historical_63
TP. Hồ Chí Minh
0.3848
5
0.4446
9
0.3136
6
0.3764
7
2,020
82
Tien Giang
TG
historical_63
Tiền Giang
0.3761
6
0.4168
11
0.3065
11
0.3915
4
2,020
92
Can Tho
CT
historical_63
TP. Cần Thơ
0.3696
7
0.4544
4
0.3087
10
0.3174
21
2,020
37
Ninh Binh
NB
historical_63
Ninh Bình
0.3645
8
0.3915
19
0.3161
4
0.377
6
2,020
91
Kien Giang
KG
historical_63
Kiên Giang
0.3631
9
0.403
15
0.3051
12
0.3678
8
2,020
24
Bac Giang
BG
historical_63
Bắc Giang
0.3615
10
0.4455
7
0.3019
14
0.3092
25
2,020
36
Nam Dinh
ND
historical_63
Nam Định
0.3584
11
0.4049
14
0.272
24
0.383
5
2,020
19
Thai Nguyen
TNG
historical_63
Thái Nguyên
0.3552
12
0.4606
3
0.2976
19
0.2723
37
2,020
52
Binh Dinh
BDI
historical_63
Bình Định
0.352
13
0.408
13
0.2987
17
0.3307
17
2,020
30
Hai Duong
HD
historical_63
Hải Dương
0.3504
14
0.3875
22
0.3093
9
0.3422
13
2,020
38
Thanh Hoa
TH
historical_63
Thanh Hóa
0.347
15
0.4226
10
0.3115
7
0.2817
31
2,020
20
Lang Son
LS
historical_63
Lạng Sơn
0.3453
16
0.3963
18
0.3096
8
0.313
24
2,020
35
Ha Nam
HNA
historical_63
Hà Nam
0.3445
17
0.4491
6
0.2345
40
0.315
23
2,020
25
Phu Tho
PT
historical_63
Phú Thọ
0.3359
18
0.3133
49
0.3353
3
0.3668
9
2,020
64
Gia Lai
GL
historical_63
Gia Lai
0.3304
19
0.398
17
0.2407
33
0.33
18
2,020
75
Dong Nai
DN
historical_63
Đồng Nai
0.3298
20
0.3816
25
0.2563
29
0.3344
16
2,020
31
Hai Phong
HP
historical_63
TP. Hải Phòng
0.3277
21
0.3512
33
0.2844
20
0.3398
14
2,020
42
Ha Tinh
HT
historical_63
Hà Tĩnh
0.3272
22
0.386
23
0.23
43
0.3461
12
2,020
68
Lam Dong
LD
historical_63
Lâm Đồng
0.3266
23
0.3888
20
0.3004
16
0.2697
38
2,020
49
Quang Nam
QNA
historical_63
Quảng Nam
0.3264
24
0.3539
31
0.2677
25
0.3486
11
2,020
70
Binh Phuoc
BP
historical_63
Bình Phước
0.3258
25
0.3844
24
0.2373
37
0.3362
15
2,020
2
Ha Giang
HG
historical_63
Hà Giang
0.322
26
0.3548
30
0.2727
23
0.3276
19
2,020
80
Long An
LA
historical_63
Long An
0.3217
27
0.3512
33
0.2792
21
0.3249
20
2,020
93
Hau Giang
HGI
historical_63
Hậu Giang
0.3215
28
0.3731
26
0.2985
18
0.2756
35
2,020
89
An Giang
AG
historical_63
An Giang
0.3211
29
0.364
29
0.2775
22
0.3076
26
2,020
66
Dak Lak
DLK
historical_63
Đắk Lắk
0.3177
30
0.3884
21
0.2373
37
0.3039
27
2,020
74
Binh Duong
BD
historical_63
Bình Dương
0.3169
31
0.3679
28
0.3153
5
0.2507
43
2,020
10
Lao Cai
LCA
historical_63
Lào Cai
0.3133
32
0.4141
12
0.2282
45
0.2641
40
2,020
83
Ben Tre
BT
historical_63
Bến Tre
0.3031
33
0.3417
39
0.2395
36
0.3153
22
2,020
84
Tra Vinh
TV
historical_63
Trà Vinh
0.3024
34
0.3686
27
0.2433
32
0.2732
36
2,020
87
Dong Thap
DT
historical_63
Đồng Tháp
0.3022
35
0.3479
35
0.2399
35
0.3035
28
2,020
40
Nghe An
NAN
historical_63
Nghệ An
0.2923
36
0.3407
40
0.24
34
0.28
32
2,020
60
Binh Thuan
BTH
historical_63
Bình Thuận
0.288
37
0.3315
42
0.2659
26
0.252
42
2,020
17
Hoa Binh
HB
historical_63
Hòa Bình
0.2869
38
0.3989
16
0.2281
46
0.1963
60
2,020
77
Ba Ria - Vung Tau
VT
historical_63
Bà Rịa - Vũng Tàu
0.2865
39
0.3449
36
0.2152
51
0.28
32
2,020
15
Yen Bai
YB
historical_63
Yên Bái
0.286
40
0.3195
47
0.2346
39
0.2928
29
2,020
96
Ca Mau
CM
historical_63
Cà Mau
0.2845
41
0.3312
43
0.2603
28
0.2465
46
2,020
56
Khanh Hoa
KH
historical_63
Khánh Hòa
0.2777
42
0.3365
41
0.2233
47
0.2538
41
2,020
1
Ha Noi
HN
historical_63
TP. Hà Nội
0.2717
43
0.3168
48
0.2619
27
0.2215
54
2,020
8
Tuyen Quang
TQ
historical_63
Tuyên Quang
0.2714
44
0.307
53
0.23
43
0.2653
39
2,020
11
Dien Bien
DB
historical_63
Điện Biên
0.2713
45
0.3209
46
0.2311
41
0.2455
48
2,020
72
Tay Ninh
TN
historical_63
Tây Ninh
0.2686
46
0.3526
32
0.1937
57
0.2317
53
2,020
51
Quang Ngai
QNG
historical_63
Quảng Ngãi
0.2663
47
0.3286
44
0.2514
31
0.1983
59
2,020
34
Thai Binh
TB
historical_63
Thái Bình
0.2635
48
0.3426
38
0.1894
60
0.2321
52
2,020
33
Hung Yen
HY
historical_63
Hưng Yên
0.2632
49
0.2598
61
0.2541
30
0.2768
34
2,020
12
Lai Chau
LC
historical_63
Lai Châu
0.2627
50
0.306
54
0.2224
48
0.2452
49
2,020
14
Son La
SL
historical_63
Sơn La
0.2613
51
0.3229
45
0.2033
55
0.2372
50
2,020
86
Vinh Long
VL
historical_63
Vĩnh Long
0.2591
52
0.3445
37
0.2199
49
0.1845
62
2,020
95
Bac Lieu
BL
historical_63
Bạc Liêu
0.2563
53
0.2963
55
0.2125
52
0.2468
45
2,020
67
Dak Nong
DNO
historical_63
Đắk Nông
0.2557
54
0.262
60
0.2196
50
0.2833
30
2,020
26
Vinh Phuc
VP
historical_63
Vĩnh Phúc
0.2547
55
0.3095
52
0.2309
42
0.2056
56
2,020
45
Quang Tri
QT
historical_63
Quảng Trị
0.2493
56
0.2803
57
0.2109
53
0.2464
47
2,020
94
Soc Trang
ST
historical_63
Sóc Trăng
0.2428
57
0.3105
51
0.1931
58
0.2021
58
2,020
62
Kon Tum
KT
historical_63
Kon Tum
0.2411
58
0.2907
56
0.1821
62
0.234
51
2,020
6
Bac Kan
BK
historical_63
Bắc Kạn
0.241
59
0.2684
59
0.1963
56
0.2492
44
2,020
44
Quang Binh
QB
historical_63
Quảng Bình
0.234
60
0.3121
50
0.1701
63
0.1938
61
2,020
4
Cao Bang
CB
historical_63
Cao Bằng
0.2281
61
0.2702
58
0.1867
61
0.2133
55
2,020
54
Phu Yen
PY
historical_63
Phú Yên
0.2151
62
0.248
62
0.2038
54
0.1824
63
2,020
58
Ninh Thuan
NT
historical_63
Ninh Thuận
0.2108
63
0.2308
63
0.192
59
0.2029
57
2,021
48
Da Nang
DNA
historical_63
TP. Đà Nẵng
0.6419
1
0.6927
1
0.6426
1
0.6547
1
2,021
46
Thua Thien Hue
TTH
historical_63
TP. Huế
0.5872
2
0.6666
2
0.5973
2
0.5782
2
2,021
79
Ho Chi Minh City
HCM
historical_63
TP. Hồ Chí Minh
0.5609
3
0.6197
3
0.5927
3
0.5418
4
2,021
27
Bac Ninh
BN
historical_63
Bắc Ninh
0.5276
4
0.5887
4
0.536
6
0.5302
6
2,021
20
Lang Son
LS
historical_63
Lạng Sơn
0.5242
5
0.5575
7
0.5351
7
0.5197
7
2,021
37
Ninh Binh
NB
historical_63
Ninh Bình
0.5064
6
0.5716
5
0.5306
8
0.5338
5
2,021
22
Quang Ninh
QN
historical_63
Quảng Ninh
0.4972
7
0.5596
6
0.4969
11
0.478
14
2,021
19
Thai Nguyen
TNG
historical_63
Thái Nguyên
0.496
8
0.5496
9
0.5364
5
0.5137
8
2,021
70
Binh Phuoc
BP
historical_63
Bình Phước
0.4954
9
0.5499
8
0.4768
15
0.4748
15
2,021
24
Bac Giang
BG
historical_63
Bắc Giang
0.4933
10
0.5158
16
0.5169
9
0.5051
9
2,021
36
Nam Dinh
ND
historical_63
Nam Định
0.4885
11
0.5105
17
0.4564
23
0.4518
21
2,021
38
Thanh Hoa
TH
historical_63
Thanh Hóa
0.488
12
0.5302
12
0.4552
24
0.4904
12
2,021
26
Vinh Phuc
VP
historical_63
Vĩnh Phúc
0.488
12
0.5484
10
0.57
4
0.5635
3
2,021
30
Hai Duong
HD
historical_63
Hải Dương
0.4843
14
0.5244
13
0.4651
17
0.4603
18
2,021
92
Can Tho
CT
historical_63
TP. Cần Thơ
0.4794
15
0.4982
20
0.5056
10
0.4843
13
2,021
31
Hai Phong
HP
historical_63
TP. Hải Phòng
0.4675
16
0.4719
25
0.4544
25
0.4645
16
2,021
93
Hau Giang
HGI
historical_63
Hậu Giang
0.467
17
0.519
15
0.44
28
0.4444
23
2,021
25
Phu Tho
PT
historical_63
Phú Thọ
0.4652
18
0.4957
21
0.465
18
0.4434
24
2,021
75
Dong Nai
DN
historical_63
Đồng Nai
0.4648
19
0.4854
23
0.4781
14
0.443
25
2,021
68
Lam Dong
LD
historical_63
Lâm Đồng
0.4626
20
0.5193
14
0.4857
12
0.4956
10
2,021
80
Long An
LA
historical_63
Long An
0.4553
21
0.546
11
0.4656
16
0.4498
22
2,021
74
Binh Duong
BD
historical_63
Bình Dương
0.4538
22
0.5103
18
0.4638
20
0.4538
20
2,021
82
Tien Giang
TG
historical_63
Tiền Giang
0.4488
23
0.4997
19
0.4856
13
0.4906
11
2,021
91
Kien Giang
KG
historical_63
Kiên Giang
0.4459
24
0.4893
22
0.461
21
0.4621
17
2,021
49
Quang Nam
QNA
historical_63
Quảng Nam
0.4329
25
0.469
27
0.464
19
0.4595
19
2,021
84
Tra Vinh
TV
historical_63
Trà Vinh
0.4294
26
0.4718
26
0.3881
36
0.4138
29
2,021
15
Yen Bai
YB
historical_63
Yên Bái
0.4241
27
0.4847
24
0.4479
27
0.4368
26
2,021
35
Ha Nam
HNA
historical_63
Hà Nam
0.4207
28
0.4387
31
0.4587
22
0.4298
27
2,021
77
Ba Ria - Vung Tau
VT
historical_63
Bà Rịa - Vũng Tàu
0.413
29
0.4316
32
0.4533
26
0.4278
28
2,021
56
Khanh Hoa
KH
historical_63
Khánh Hòa
0.408
30
0.419
34
0.4153
32
0.3964
33
2,021
83
Ben Tre
BT
historical_63
Bến Tre
0.4021
31
0.4485
28
0.4308
29
0.3914
34
2,021
86
Vinh Long
VL
historical_63
Vĩnh Long
0.3977
32
0.4441
29
0.4071
33
0.4094
31
2,021
2
Ha Giang
HG
historical_63
Hà Giang
0.3936
33
0.4399
30
0.4195
30
0.4134
30
2,021
52
Binh Dinh
BDI
historical_63
Bình Định
0.3833
34
0.429
33
0.3931
34
0.3625
36
2,021
33
Hung Yen
HY
historical_63
Hưng Yên
0.3781
35
0.3935
36
0.4171
31
0.3972
32
2,021
66
Dak Lak
DLK
historical_63
Đắk Lắk
0.3691
36
0.3888
37
0.3911
35
0.3539
39
2,021
11
Dien Bien
DB
historical_63
Điện Biên
0.3548
37
0.3481
48
0.3676
41
0.3307
45
End of preview. Expand in Data Studio

Vietnam DTI provincial panel (2020-2024)

Digital Transformation Index (DTI) for Vietnam provinces, from the official MoST portal https://dti.gov.vn/. Years 2020-2023 include overall DTI plus three pillars (Digital Government, Digital Economy, Digital Society) on the historical_63 geography. 2024 includes the dual landing table: the main panel is the 63-unit pre-merger column. provinces_2024_current34 is the official post-merger 34-unit ranking (Ha Noi #1). DTI 2025 provincial scores are not yet published (MoST targets Q1/2026).

Figures

Hero

Hero

Comparison

Comparison

Color key

Color key

Files

provinces_long (2142 rows)

  • data/provinces_long.csv
  • data/provinces_long.dta
  • data/provinces_long.xlsx

provinces_wide (315 rows)

  • data/provinces_wide.csv
  • data/provinces_wide.dta
  • data/provinces_wide.xlsx

codebook (34 rows)

  • data/codebook.csv
  • data/codebook.dta
  • data/codebook.xlsx

coverage (315 rows)

  • data/coverage.csv
  • data/coverage.dta
  • data/coverage.xlsx

year_meta (5 rows)

  • data/year_meta.csv
  • data/year_meta.dta
  • data/year_meta.xlsx

provinces_2024_current34 (34 rows)

  • data/provinces_2024_current34.csv
  • data/provinces_2024_current34.dta
  • data/provinces_2024_current34.xlsx

Load

Stata:

use "data/provinces_wide.dta", clear

R:

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

SPSS: open the .xlsx or .csv file.

Source

Upstream: Ministry of Science and Technology of Vietnam (MoST. formerly Ministry of Information and Communications) - Digital Transformation Index ranking system (https://dti.gov.vn/, API https://api-dti.dx.gov.vn). Values are taken from the public landing-page ranking tables and cross-checked against MoST press releases. Copyright remains with MoST.

Method: fetch ranking tables from dti.gov.vn / the public API, normalize province names with ar_core.vn_geo (English publish names), assemble long/wide panels and codebook, and keep the 2024 dual 34/63 tables separate. Cleaning and panel assembly are automated in this repository (Python).

Raw originals

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

Citation

@misc{dti_vn_provinces_panel,
  title = {Vietnam DTI provincial panel (2020--2024)},
  author = {{Ministry of Science and Technology of Vietnam}},
  howpublished = {https://dti.gov.vn/; curated panel},
  note = {2020--2023 pillars on historical\_63; 2024 dual 34/63 table; DTI 2025 not yet published},
  year = {2025}
}

Built 2026-09-26 UTC.

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