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 |
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
Comparison
Color key
Files
provinces_long (2142 rows)
data/provinces_long.csvdata/provinces_long.dtadata/provinces_long.xlsx
provinces_wide (315 rows)
data/provinces_wide.csvdata/provinces_wide.dtadata/provinces_wide.xlsx
codebook (34 rows)
data/codebook.csvdata/codebook.dtadata/codebook.xlsx
coverage (315 rows)
data/coverage.csvdata/coverage.dtadata/coverage.xlsx
year_meta (5 rows)
data/year_meta.csvdata/year_meta.dtadata/year_meta.xlsx
provinces_2024_current34 (34 rows)
data/provinces_2024_current34.csvdata/provinces_2024_current34.dtadata/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}
}
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