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 | source_name stringclasses 145
values | ict_index float64 0.09 0.94 | ict_rank int64 1 64 | pillar_htkt float64 0 1 | pillar_htnl float64 0.04 1 | pillar_ud float64 0 1 | pillar_sxkd float64 0 0.89 ⌀ | pillar_mt_tccs float64 0 1 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2,006 | 79 | Ho Chi Minh City | HCM | historical_63 | TP. HỒ CHÍ MINH | 0.68 | 1 | 0.65 | 0.54 | 0.67 | 0.89 | 1 |
2,006 | 1 | Ha Noi | HN | historical_63 | HÀ NỘI | 0.67 | 2 | 0.7 | 0.65 | 0.65 | 0.51 | 1 |
2,006 | 74 | Binh Duong | BD | historical_63 | BÌNH DƯƠNG | 0.44 | 3 | 0.32 | 0.54 | 0.39 | 0.36 | 1 |
2,006 | 46 | Thua Thien Hue | TTH | historical_63 | THỪA THIÊN HUẾ | 0.43 | 4 | 0.3 | 0.46 | 0.4 | 0.4 | 1 |
2,006 | 48 | Da Nang | DNA | historical_63 | ĐÀ NẴNG | 0.41 | 5 | 0.44 | 0.39 | 0.4 | 0.15 | 1 |
2,006 | 77 | Ba Ria - Vung Tau | VT | historical_63 | BÀ RỊA – VŨNG TẦU | 0.39 | 6 | 0.39 | 0.45 | 0.21 | 0.49 | 0.56 |
2,006 | 56 | Khanh Hoa | KH | historical_63 | KHÁNH HOÀ | 0.37 | 7 | 0.32 | 0.39 | 0.37 | 0.4 | 0.5 |
2,006 | 92 | Can Tho | CT | historical_63 | CẦN THƠ | 0.37 | 8 | 0.38 | 0.39 | 0.34 | 0.22 | 0.69 |
2,006 | 27 | Bac Ninh | BN | historical_63 | BẮC NINH | 0.37 | 9 | 0.28 | 0.37 | 0.25 | 0.52 | 0.83 |
2,006 | 26 | Vinh Phuc | VP | historical_63 | VĨNH PHÚC | 0.34 | 10 | 0.21 | 0.49 | 0.25 | 0.19 | 1 |
2,006 | 25 | Phu Tho | PT | historical_63 | PHÚ THỌ | 0.32 | 11 | 0.31 | 0.35 | 0.29 | 0.06 | 1 |
2,006 | 75 | Dong Nai | DN | historical_63 | ĐỒNG NAI | 0.32 | 12 | 0.26 | 0.32 | 0.34 | 0.21 | 0.72 |
2,006 | 31 | Hai Phong | HP | historical_63 | HẢI PHÒNG | 0.32 | 13 | 0.27 | 0.49 | 0.27 | 0.09 | 0.56 |
2,006 | 62 | Kon Tum | KT | historical_63 | KOM TUM | 0.3 | 14 | 0.15 | 0.45 | 0.14 | 0.54 | 0.44 |
2,006 | 19 | Thai Nguyen | TNG | historical_63 | THÁI NGUYÊN | 0.3 | 15 | 0.22 | 0.6 | 0.17 | 0.12 | 0.28 |
2,006 | 52 | Binh Dinh | BDI | historical_63 | BÌNH ĐỊNH | 0.29 | 16 | 0.26 | 0.36 | 0.24 | 0.09 | 0.78 |
2,006 | 33 | Hung Yen | HY | historical_63 | HƯNG YÊN | 0.29 | 17 | 0.21 | 0.37 | 0.16 | 0.45 | 0.44 |
2,006 | 40 | Nghe An | NAN | historical_63 | NGHỆ AN | 0.29 | 18 | 0.18 | 0.26 | 0.32 | 0.23 | 0.89 |
2,006 | 45 | Quang Tri | QT | historical_63 | QUẢNG TRỊ | 0.29 | 19 | 0.22 | 0.43 | 0.13 | 0.36 | 0.39 |
2,006 | 44 | Quang Binh | QB | historical_63 | QUẢNG BÌNH | 0.29 | 20 | 0.21 | 0.33 | 0.15 | 0.46 | 0.56 |
2,006 | 54 | Phu Yen | PY | historical_63 | PHÚ YÊN | 0.28 | 21 | 0.27 | 0.39 | 0.16 | 0.19 | 0.56 |
2,006 | 28 | Ha Tay | HTY | historical_63 | HÀ TÂY | 0.28 | 22 | 0.25 | 0.29 | 0.21 | 0.12 | 1 |
2,006 | 68 | Lam Dong | LD | historical_63 | LÂM ĐỒNG | 0.28 | 23 | 0.19 | 0.37 | 0.31 | 0.2 | 0.33 |
2,006 | 91 | Kien Giang | KG | historical_63 | KIÊN GIANG | 0.28 | 24 | 0.27 | 0.3 | 0.14 | 0.18 | 0.92 |
2,006 | 35 | Ha Nam | HNA | historical_63 | HÀ NAM | 0.27 | 25 | 0.25 | 0.3 | 0.13 | 0.23 | 0.89 |
2,006 | 38 | Thanh Hoa | TH | historical_63 | THANH HOÁ | 0.27 | 26 | 0.19 | 0.27 | 0.27 | 0.09 | 1 |
2,006 | 22 | Quang Ninh | QN | historical_63 | QUẢNG NINH | 0.27 | 27 | 0.29 | 0.43 | 0.09 | 0.07 | 0.58 |
2,006 | 49 | Quang Nam | QNA | historical_63 | QUẢNG NAM | 0.26 | 28 | 0.23 | 0.33 | 0.21 | 0.05 | 0.81 |
2,006 | 12 | Lai Chau | LC | historical_63 | LAI CHÂU | 0.26 | 29 | 0.22 | 0.26 | 0.04 | 0.45 | 0.81 |
2,006 | 10 | Lao Cai | LCA | historical_63 | LÀO CAI | 0.26 | 30 | 0.13 | 0.28 | 0.26 | 0.12 | 1 |
2,006 | 86 | Vinh Long | VL | historical_63 | VĨNH LONG | 0.26 | 31 | 0.17 | 0.31 | 0.26 | 0.26 | 0.44 |
2,006 | 93 | Hau Giang | HGI | historical_63 | HẬU GIANG | 0.26 | 32 | 0.22 | 0.41 | 0.13 | 0.09 | 0.67 |
2,006 | 80 | Long An | LA | historical_63 | LONG AN | 0.25 | 33 | 0.27 | 0.28 | 0.19 | 0 | 0.89 |
2,006 | 95 | Bac Lieu | BL | historical_63 | BẠC LIÊU | 0.25 | 34 | 0.24 | 0.32 | 0.12 | 0.15 | 0.67 |
2,006 | 58 | Ninh Thuan | NT | historical_63 | NINH THUẬN | 0.25 | 35 | 0.24 | 0.26 | 0.17 | 0.07 | 0.89 |
2,006 | 51 | Quang Ngai | QNG | historical_63 | QUẢNG NGÃI | 0.25 | 36 | 0.18 | 0.31 | 0.22 | 0.08 | 0.78 |
2,006 | 60 | Binh Thuan | BTH | historical_63 | BÌNH THUẬN | 0.24 | 37 | 0.25 | 0.27 | 0.17 | 0.04 | 0.89 |
2,006 | 66 | Dak Lak | DLK | historical_63 | ĐẮK LẮK | 0.24 | 38 | 0.21 | 0.34 | 0.13 | 0.03 | 0.92 |
2,006 | 72 | Tay Ninh | TN | historical_63 | TÂY NINH | 0.24 | 39 | 0.26 | 0.3 | 0.13 | 0 | 0.89 |
2,006 | 36 | Nam Dinh | ND | historical_63 | NAM ĐỊNH | 0.24 | 40 | 0.26 | 0.31 | 0.18 | 0.06 | 0.47 |
2,006 | 37 | Ninh Binh | NB | historical_63 | NINH BÌNH | 0.23 | 41 | 0.15 | 0.36 | 0.17 | 0.03 | 0.78 |
2,006 | 20 | Lang Son | LS | historical_63 | LẠNG SƠN | 0.23 | 42 | 0.29 | 0.26 | 0.16 | 0 | 0.67 |
2,006 | 83 | Ben Tre | BT | historical_63 | BẾN TRE | 0.23 | 43 | 0.21 | 0.24 | 0.24 | 0.03 | 0.72 |
2,006 | 64 | Gia Lai | GL | historical_63 | GIA LAI | 0.23 | 44 | 0.12 | 0.39 | 0.13 | 0.04 | 0.83 |
2,006 | 34 | Thai Binh | TB | historical_63 | THÁI BÌNH | 0.23 | 45 | 0.17 | 0.33 | 0.13 | 0.04 | 0.89 |
2,006 | 30 | Hai Duong | HD | historical_63 | HẢI DƯƠNG | 0.23 | 46 | 0.3 | 0.25 | 0.13 | 0.06 | 0.56 |
2,006 | 24 | Bac Giang | BG | historical_63 | BẮC GIANG | 0.23 | 47 | 0.11 | 0.28 | 0.21 | 0.03 | 1 |
2,006 | 87 | Dong Thap | DT | historical_63 | ĐỒNG THÁP | 0.23 | 48 | 0.16 | 0.34 | 0.2 | 0.09 | 0.44 |
2,006 | 84 | Tra Vinh | TV | historical_63 | TRÀ VINH | 0.23 | 49 | 0.16 | 0.22 | 0.3 | 0.05 | 0.67 |
2,006 | 42 | Ha Tinh | HT | historical_63 | HÀ TĨNH | 0.22 | 50 | 0.2 | 0.2 | 0.14 | 0.14 | 0.89 |
2,006 | 6 | Bac Kan | BK | historical_63 | BẮC KẠN | 0.22 | 51 | 0.18 | 0.27 | 0.09 | 0.1 | 0.89 |
2,006 | 89 | An Giang | AG | historical_63 | AN GIANG | 0.2 | 52 | 0.17 | 0.25 | 0.16 | 0.14 | 0.44 |
2,006 | 11 | Dien Bien | DB | historical_63 | ĐIỆN BIÊN | 0.2 | 53 | 0.16 | 0.32 | 0.04 | 0.08 | 0.72 |
2,006 | 94 | Soc Trang | ST | historical_63 | SÓC TRĂNG | 0.18 | 54 | 0.19 | 0.2 | 0.1 | 0.06 | 0.67 |
2,006 | 15 | Yen Bai | YB | historical_63 | YÊN BÁI | 0.18 | 55 | 0.19 | 0.26 | 0.02 | 0.07 | 0.67 |
2,006 | 70 | Binh Phuoc | BP | historical_63 | BÌNH PHƯỚC | 0.18 | 56 | 0.19 | 0.17 | 0.14 | 0.01 | 0.69 |
2,006 | 82 | Tien Giang | TG | historical_63 | TIỀN GIANG | 0.17 | 57 | 0.13 | 0.22 | 0.17 | 0 | 0.58 |
2,006 | 17 | Hoa Binh | HB | historical_63 | HOÀ BÌNH | 0.16 | 58 | 0.09 | 0.19 | 0.16 | 0.03 | 0.61 |
2,006 | 67 | Dak Nong | DNO | historical_63 | ĐẮK NÔNG | 0.15 | 59 | 0.19 | 0.3 | 0 | 0 | 0.28 |
2,006 | 96 | Ca Mau | CM | historical_63 | CÀ MAU | 0.15 | 60 | 0.16 | 0.15 | 0.15 | 0.05 | 0.33 |
2,006 | 4 | Cao Bang | CB | historical_63 | CAO BẰNG | 0.14 | 61 | 0.12 | 0.22 | 0.06 | 0.16 | 0.11 |
2,006 | 8 | Tuyen Quang | TQ | historical_63 | TUYÊN QUANG | 0.14 | 62 | 0.16 | 0.22 | 0.08 | 0.03 | 0.11 |
2,006 | 14 | Son La | SL | historical_63 | SƠN LA | 0.12 | 63 | 0.12 | 0.14 | 0.07 | 0.01 | 0.5 |
2,006 | 2 | Ha Giang | HG | historical_63 | HÀ GIANG | 0.12 | 64 | 0.04 | 0.25 | 0.09 | 0 | 0.28 |
2,007 | 1 | Ha Noi | HN | historical_63 | HÀ NỘI | 0.6036 | 1 | 0.6327 | 0.6881 | 0.5152 | 0.4873 | 0.8333 |
2,007 | 48 | Da Nang | DNA | historical_63 | ĐÀ NẴNG | 0.6026 | 2 | 0.5267 | 0.5696 | 0.5963 | 0.6651 | 1 |
2,007 | 79 | Ho Chi Minh City | HCM | historical_63 | TP HỒ CHÍ MINH | 0.4509 | 3 | 0.4084 | 0.3973 | 0.2882 | 0.7314 | 0.8333 |
2,007 | 74 | Binh Duong | BD | historical_63 | BÌNH DƯƠNG | 0.4103 | 4 | 0.3553 | 0.4532 | 0.4054 | 0.2595 | 1 |
2,007 | 46 | Thua Thien Hue | TTH | historical_63 | THỪA THIÊN HUẾ | 0.3232 | 5 | 0.373 | 0.376 | 0.2156 | 0.1439 | 0.9167 |
2,007 | 68 | Lam Dong | LD | historical_63 | LÂM ĐỒNG | 0.3071 | 6 | 0.2974 | 0.3308 | 0.3096 | 0.1232 | 0.8333 |
2,007 | 56 | Khanh Hoa | KH | historical_63 | KHÁNH HOÀ | 0.2935 | 7 | 0.2491 | 0.3489 | 0.3048 | 0.1472 | 0.6667 |
2,007 | 87 | Dong Thap | DT | historical_63 | ĐỒNG THÁP | 0.2851 | 8 | 0.2024 | 0.4064 | 0.2327 | 0.1205 | 0.8889 |
2,007 | 26 | Vinh Phuc | VP | historical_63 | VĨNH PHÚC | 0.2833 | 9 | 0.2002 | 0.4169 | 0.2035 | 0.1073 | 1 |
2,007 | 75 | Dong Nai | DN | historical_63 | ĐỒNG NAI | 0.2825 | 10 | 0.1905 | 0.3106 | 0.1604 | 0.484 | 0.5556 |
2,007 | 92 | Can Tho | CT | historical_63 | CẦN THƠ | 0.2799 | 11 | 0.218 | 0.3465 | 0.2709 | 0.1447 | 0.75 |
2,007 | 19 | Thai Nguyen | TNG | historical_63 | THÁI NGUYÊN | 0.2731 | 12 | 0.2362 | 0.4168 | 0.1174 | 0.2352 | 0.6111 |
2,007 | 77 | Ba Ria - Vung Tau | VT | historical_63 | BÀ RỊA – VŨNG TẦU | 0.2691 | 13 | 0.1491 | 0.401 | 0.2181 | 0.2065 | 0.6667 |
2,007 | 38 | Thanh Hoa | TH | historical_63 | THANH HOÁ | 0.2536 | 14 | 0.1811 | 0.3119 | 0.2548 | 0.05 | 1 |
2,007 | 25 | Phu Tho | PT | historical_63 | PHÚ THỌ | 0.2485 | 15 | 0.1752 | 0.3139 | 0.1899 | 0.2059 | 0.7222 |
2,007 | 27 | Bac Ninh | BN | historical_63 | BẮC NINH | 0.2476 | 16 | 0.2567 | 0.2576 | 0.1284 | 0.1699 | 1 |
2,007 | 80 | Long An | LA | historical_63 | LONG AN | 0.2376 | 17 | 0.1896 | 0.3221 | 0.2195 | 0.0944 | 0.6111 |
2,007 | 40 | Nghe An | NAN | historical_63 | NGHỆ AN | 0.2364 | 18 | 0.1387 | 0.2448 | 0.2491 | 0.1291 | 1 |
2,007 | 91 | Kien Giang | KG | historical_63 | KIÊN GIANG | 0.2336 | 19 | 0.2395 | 0.225 | 0.1332 | 0.1833 | 0.9167 |
2,007 | 31 | Hai Phong | HP | historical_63 | HẢI PHÒNG | 0.2305 | 20 | 0.1552 | 0.3059 | 0.1671 | 0.1772 | 0.7222 |
2,007 | 82 | Tien Giang | TG | historical_63 | TIỀN GIANG | 0.2253 | 21 | 0.2784 | 0.255 | 0.1305 | 0.0536 | 0.8333 |
2,007 | 44 | Quang Binh | QB | historical_63 | QUẢNG BÌNH | 0.2244 | 22 | 0.1984 | 0.291 | 0.1517 | 0.1861 | 0.5 |
2,007 | 60 | Binh Thuan | BTH | historical_63 | BÌNH THUẬN | 0.2228 | 23 | 0.2266 | 0.2114 | 0.232 | 0.0381 | 0.8333 |
2,007 | 24 | Bac Giang | BG | historical_63 | BẮC GIANG | 0.2217 | 24 | 0.1636 | 0.237 | 0.2377 | 0.0654 | 0.8889 |
2,007 | 35 | Ha Nam | HNA | historical_63 | HÀ NAM | 0.2215 | 25 | 0.1993 | 0.2592 | 0.1599 | 0.1051 | 0.8333 |
2,007 | 2 | Ha Giang | HG | historical_63 | HÀ GIANG | 0.2197 | 26 | 0.3257 | 0.2877 | 0.1376 | 0 | 0.4444 |
2,007 | 89 | An Giang | AG | historical_63 | AN GIANG | 0.2197 | 27 | 0.1937 | 0.2777 | 0.2061 | 0.0553 | 0.6667 |
2,007 | 84 | Tra Vinh | TV | historical_63 | TRÀ VINH | 0.2174 | 28 | 0.223 | 0.2426 | 0.1384 | 0.1023 | 0.8333 |
2,007 | 58 | Ninh Thuan | NT | historical_63 | NINH THUẬN | 0.2164 | 29 | 0.2188 | 0.1855 | 0.2309 | 0.0049 | 1 |
2,007 | 15 | Yen Bai | YB | historical_63 | YÊN BÁI | 0.2152 | 30 | 0.2248 | 0.2764 | 0.1385 | 0.0989 | 0.6111 |
2,007 | 66 | Dak Lak | DLK | historical_63 | ĐẮK LẮK | 0.2123 | 31 | 0.2288 | 0.2435 | 0.1108 | 0.0524 | 1 |
2,007 | 52 | Binh Dinh | BDI | historical_63 | BÌNH ĐỊNH | 0.211 | 32 | 0.1903 | 0.2919 | 0.1781 | 0.0279 | 0.6667 |
2,007 | 70 | Binh Phuoc | BP | historical_63 | BÌNH PHƯỚC | 0.2108 | 33 | 0.1859 | 0.2714 | 0.1825 | 0.0682 | 0.6389 |
2,007 | 95 | Bac Lieu | BL | historical_63 | BẠC LIÊU | 0.2098 | 34 | 0.1989 | 0.2579 | 0.1287 | 0.1349 | 0.6667 |
2,007 | 10 | Lao Cai | LCA | historical_63 | LÀO CAI | 0.2096 | 35 | 0.1324 | 0.2199 | 0.2305 | 0.047 | 1 |
2,007 | 22 | Quang Ninh | QN | historical_63 | QUẢNG NINH | 0.2034 | 36 | 0.2603 | 0.211 | 0.1782 | 0 | 0.6667 |
Vietnam ICT Index provincial panel (2006-2020, gaps 2008, 2021)
Vietnam ICT Index provincial panel from official annual reports. Years 2006-2007 are full_64 (including Ha Tay). 2009-2020 are full_63. No standalone cover-year surveys for 2008 or 2021 (the 2008 Table-18 column equals Index 2007 published December 2008. 2021 was skipped - next cover year is 2022. do not confuse with DTI 2021). From 2016 the overall table uses three pillars (infrastructure, human resources, application). Earlier years keep five pillars including business and policy environment. Press-checked per year.
Figures
Hero
Comparison
Color key
Files
provinces_long (5558 rows)
data/provinces_long.csvdata/provinces_long.dtadata/provinces_long.xlsx
provinces_wide (884 rows)
data/provinces_wide.csvdata/provinces_wide.dtadata/provinces_wide.xlsx
codebook (7 rows)
data/codebook.csvdata/codebook.dtadata/codebook.xlsx
coverage (884 rows)
data/coverage.csvdata/coverage.dtadata/coverage.xlsx
year_meta (14 rows)
data/year_meta.csvdata/year_meta.dtadata/year_meta.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: Office of the National Steering Committee on ICT and Vietnam Informatics Association, Vietnam ICT Index annual PDF reports. Panel values are transcribed from printed ranking tables and cross-checked against contemporary press (VnEconomy, VietnamNet, and others). Copyright remains with the report authors.
Method: stage annual ICT Index PDFs, extract overall and pillar scores from ranking tables (prefer printed ranks over OCR when fonts scramble), normalize geography with ar_core.vn_geo, document gaps for 2008 and 2021, and assemble research panels. 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{ict_vn_provinces_panel,
title = {Vietnam ICT Index provincial panel},
author = {{Vietnam National ICT Steering Committee Office, Vietnam Informatics Association}},
howpublished = {Vietnam ICT Index annual reports, curated panel},
note = {2006--2007 full 64, gaps 2008 and 2021, 2009--2020 full 63, 2016+ three pillars},
year = {2026}
}
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