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year
int64
geo_code
int64
geo_name
string
geo_short
string
geo_system
string
total_method
string
pgi_region
string
pgi_total
float64
pgi_unweighted
float64
pgi_rank
float64
pollution_disaster
float64
env_standards
float64
green_leadership
float64
green_incentives
float64
2,022
1
Ha Noi
HN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
12.521463
12.524675
63
3.146719
4.272379
3.650309
1.455268
2,022
2
Ha Giang
HG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
15.670334
15.670334
17
3.712617
4.989402
4.997082
1.971233
2,022
4
Cao Bang
CB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
15.882028
15.875181
13
4.403706
4.656767
4.679926
2.134783
2,022
6
Bac Kan
BK
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
16.48196
16.469238
7
3.677747
5.792373
5.091306
1.907812
2,022
8
Tuyen Quang
TQ
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
13.061544
13.10986
59
3.398026
4.573558
3.352582
1.785694
2,022
10
Lao Cai
LCA
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
16.168308
16.173935
10
4.239929
5.50736
4.649429
1.777218
2,022
11
Dien Bien
DB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
14.549969
14.446765
35
3.172273
5.018307
4.09534
2.160846
2,022
12
Lai Chau
LC
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
15.75056
15.768373
15
3.425424
4.885752
4.863447
2.59375
2,022
14
Son La
SL
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
15.126527
15.148375
24
3.475
4.985532
4.390968
2.296875
2,022
15
Yen Bai
YB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
15.24295
15.294953
22
3.421756
5.337652
4.224522
2.311024
2,022
17
Hoa Binh
HB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
14.448627
14.435785
38
3.596946
5.260078
4.066235
1.512526
2,022
19
Thai Nguyen
TNG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
16.049929
15.995233
11
3.513462
5.392606
4.722438
2.366728
2,022
20
Lang Son
LS
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
17.310295
17.358972
2
5.367736
5.463167
4.574045
1.954024
2,022
22
Quang Ninh
QN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
17.120249
17.143161
4
5.119973
5.264546
4.74477
2.013872
2,022
24
Bac Giang
BG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
16.42606
16.421698
8
3.452941
6.014373
4.469032
2.485352
2,022
25
Phu Tho
PT
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
14.702605
14.701184
32
3.673692
4.35325
4.745913
1.928329
2,022
26
Vinh Phuc
VP
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
16.353285
16.361479
9
4.346875
5.510311
4.481438
2.022855
2,022
27
Bac Ninh
BN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
17.208897
17.252926
3
6.853169
5.226477
3.5921
1.581181
2,022
30
Hai Duong
HD
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
16.528349
16.494489
6
4.60649
4.606757
5.148841
2.132401
2,022
31
Hai Phong
HP
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
15.685347
15.695095
16
3.078897
4.969351
5.347336
2.29951
2,022
33
Hung Yen
HY
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
15.77065
15.774747
14
4.248739
5.791333
4.275836
1.458839
2,022
34
Thai Binh
TB
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
15.953222
15.935172
12
3.611338
5.678524
4.305236
2.340074
2,022
35
Ha Nam
HNA
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
13.900221
13.831839
50
3.346644
5.123245
3.527112
1.834837
2,022
36
Nam Dinh
ND
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
15.352627
15.367696
20
3.135204
5.783339
4.253335
2.195818
2,022
37
Ninh Binh
NB
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
13.434196
13.448673
54
3.421429
4.944073
3.596128
1.487043
2,022
38
Thanh Hoa
TH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.405207
14.362567
40
3.502198
4.831508
4.438236
1.590625
2,022
40
Nghe An
NAN
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.463881
14.435454
37
3.425961
6.051601
3.37929
1.578602
2,022
42
Ha Tinh
HT
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
15.139809
15.156342
23
3.258654
5.40437
4.404609
2.08871
2,022
44
Quang Binh
QB
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.290577
14.333023
43
3.626442
4.8646
4.017628
1.824353
2,022
45
Quang Tri
QT
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
13.487376
13.480874
53
3.305053
4.99093
3.431658
1.753233
2,022
46
Thua Thien Hue
TTH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
15.090506
15.18331
27
3.689034
5.284531
4.239089
1.970655
2,022
48
Da Nang
DNA
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
16.678478
16.67849
5
3.370037
6.744759
4.680793
1.882901
2,022
49
Quang Nam
QNA
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
15.093243
15.073445
25
3.446154
5.226808
4.078093
2.322391
2,022
51
Quang Ngai
QNG
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.604768
14.639509
33
3.197059
5.158823
4.120274
2.163352
2,022
52
Binh Dinh
BDI
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.220541
14.193347
45
3.405
4.822566
4.164878
1.800903
2,022
54
Phu Yen
PY
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
13.167014
13.219155
58
3.505155
4.36908
3.608884
1.736037
2,022
56
Khanh Hoa
KH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
14.586579
14.554544
34
3.716526
5.388472
3.915745
1.533801
2,022
58
Ninh Thuan
NT
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
15.504202
15.536929
18
3.357537
5.190999
4.575653
2.41274
2,022
60
Binh Thuan
BTH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
12.745697
12.736601
61
3.475
4.032745
3.68198
1.546875
2,022
62
Kon Tum
KT
historical_63
published_or_sum_of_4_equal_weight
Tây Nguyên
15.090764
15.238492
26
3.368868
4.722426
4.874093
2.273105
2,022
64
Gia Lai
GL
historical_63
published_or_sum_of_4_equal_weight
Tây Nguyên
13.523171
13.519751
52
3.949313
4.476397
3.595128
1.498913
2,022
66
Dak Lak
DLK
historical_63
published_or_sum_of_4_equal_weight
Tây Nguyên
14.226128
14.24221
44
3.067188
4.852399
4.140495
2.182129
2,022
67
Dak Nong
DNO
historical_63
published_or_sum_of_4_equal_weight
Tây Nguyên
14.010649
14.030475
48
3.746957
4.13479
4.043442
2.105286
2,022
68
Lam Dong
LD
historical_63
published_or_sum_of_4_equal_weight
Tây Nguyên
14.466384
14.431639
36
3.342169
5.125089
4.270746
1.693635
2,022
70
Binh Phuoc
BP
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
14.356908
14.428457
41
4.792341
4.218122
3.566573
1.85142
2,022
72
Tay Ninh
TN
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
15.023573
15.018611
29
3.618105
5.129207
3.960819
2.31048
2,022
74
Binh Duong
BD
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
14.109074
14.166543
46
3.268443
5.178193
3.638272
2.081635
2,022
75
Dong Nai
DN
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
14.728258
14.646685
31
3.446903
5.488226
3.663024
2.048531
2,022
77
Ba Ria - Vung Tau
VT
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
15.424944
15.459261
19
3.997709
5.060506
4.407248
1.993798
2,022
79
Ho Chi Minh City
HCM
historical_63
published_or_sum_of_4_equal_weight
Đông Nam Bộ
13.993106
14.019364
49
3.115743
4.94362
4.088469
1.871532
2,022
80
Long An
LA
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
15.037639
15.079765
28
4.229001
5.13171
3.807023
1.91203
2,022
82
Tien Giang
TG
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
13.429523
13.490521
55
3.266981
5.153574
3.188624
1.881343
2,022
83
Ben Tre
BT
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
12.718792
12.62706
62
3.357679
4.460122
2.980744
1.828516
2,022
84
Tra Vinh
TV
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
17.665401
17.713195
1
6.406396
5.540918
3.881952
1.883929
2,022
86
Vinh Long
VL
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
15.272981
15.293722
21
4.10084
5.019769
4.172701
2.000411
2,022
87
Dong Thap
DT
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
14.329582
14.37461
42
3.549423
4.963846
3.88273
1.978612
2,022
89
An Giang
AG
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
14.433968
14.454005
39
3.367944
5.042426
3.99729
2.046345
2,022
91
Kien Giang
KG
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
13.335307
13.335308
57
3.3625
4.481925
3.86094
1.629943
2,022
92
Can Tho
CT
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
14.901882
14.936558
30
3.266049
6.230391
3.833073
1.607046
2,022
93
Hau Giang
HGI
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
14.10619
14.050322
47
3.970433
4.074805
3.769289
2.235795
2,022
94
Soc Trang
ST
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
13.355817
13.471801
56
3.402419
5.214842
3.122319
1.73222
2,022
95
Bac Lieu
BL
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
13.644991
13.662455
51
3.43587
4.942902
3.898549
1.385135
2,022
96
Ca Mau
CM
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng Sông Cửu Long
12.802154
12.837594
60
3.31
4.326493
3.268623
1.932478
2,023
1
Ha Noi
HN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
21.948139
21.948139
29
7.219003
6.01292
3.905993
4.810224
2,023
2
Ha Giang
HG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.446694
20.446694
48
5.098955
5.91013
4.437695
4.999914
2,023
4
Cao Bang
CB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
17.02082
17.02082
63
4.137261
3.904154
3.673706
5.305698
2,023
6
Bac Kan
BK
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
19.398094
19.398094
55
4.750201
6.359529
4.243824
4.04454
2,023
8
Tuyen Quang
TQ
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.084411
20.084411
51
5.376838
5.926154
3.72235
5.059069
2,023
10
Lao Cai
LCA
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
19.431901
19.431901
54
5.067082
5.517414
4.275029
4.572376
2,023
11
Dien Bien
DB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
18.8382
18.8382
58
4.556923
4.013055
4.813899
5.454322
2,023
12
Lai Chau
LC
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
17.616229
17.616229
61
4.120813
4.158513
4.212962
5.12394
2,023
14
Son La
SL
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.750461
20.750461
47
5.461994
5.983743
4.463405
4.841319
2,023
15
Yen Bai
YB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
18.403023
18.403023
59
5.184661
4.219621
3.56848
5.430261
2,023
17
Hoa Binh
HB
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.767509
20.767509
46
5.451192
6.24994
4.00126
5.065117
2,023
19
Thai Nguyen
TNG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.848262
20.848262
41
6.667946
5.482723
3.950276
4.747316
2,023
20
Lang Son
LS
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
17.331002
17.331002
62
4.843101
4.138418
3.603616
4.745868
2,023
22
Quang Ninh
QN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
26.000447
26.000447
1
7.406494
6.182522
6.679919
5.731513
2,023
24
Bac Giang
BG
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.998139
20.998139
40
6.432099
6.20084
3.396482
4.968718
2,023
25
Phu Tho
PT
historical_63
published_or_sum_of_4_equal_weight
Trung du miền núi phía Bắc
20.812394
20.812394
44
5.403444
5.578881
4.01534
5.81473
2,023
26
Vinh Phuc
VP
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
22.27801
22.27801
26
7.458812
6.068546
3.275256
5.475395
2,023
27
Bac Ninh
BN
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
22.534952
22.534952
20
7.294149
5.986341
3.639739
5.614724
2,023
30
Hai Duong
HD
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
22.339158
22.339158
25
7.433698
5.851016
3.825023
5.229422
2,023
31
Hai Phong
HP
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
23.717914
23.717914
7
7.613226
6.054445
4.702676
5.347566
2,023
33
Hung Yen
HY
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
24.586577
24.586577
4
7.500424
5.886163
5.31888
5.88111
2,023
34
Thai Binh
TB
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
22.560001
22.560001
19
7.59339
5.62614
3.627137
5.713335
2,023
35
Ha Nam
HNA
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
23.465129
23.465129
9
7.420304
6.050023
3.973586
6.021215
2,023
36
Nam Dinh
ND
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
21.772437
21.772437
34
7.689909
5.975575
3.423605
4.683346
2,023
37
Ninh Binh
NB
historical_63
published_or_sum_of_4_equal_weight
Đồng bằng sông Hồng
21.936941
21.936941
30
7.422129
5.331011
3.780257
5.403544
2,023
38
Thanh Hoa
TH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
20.332358
20.332358
49
6.335011
5.018777
3.937624
5.040946
2,023
40
Nghe An
NAN
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
21.249087
21.249087
38
6.416016
5.957072
3.572576
5.303423
2,023
42
Ha Tinh
HT
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
20.824217
20.824217
43
6.705019
4.383542
5.1323
4.603356
2,023
44
Quang Binh
QB
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
21.88953
21.88953
32
6.803267
4.720362
5.05126
5.314641
2,023
45
Quang Tri
QT
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
19.08902
19.08902
57
6.660534
3.854161
3.830819
4.743506
2,023
46
Thua Thien Hue
TTH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
21.260467
21.260467
37
7.076255
4.895172
4.263209
5.02583
2,023
48
Da Nang
DNA
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
25.664791
25.664791
2
7.617396
6.112497
7.065431
4.869467
2,023
49
Quang Nam
QNA
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
22.838215
22.838215
16
6.708699
7.274873
3.909144
4.945499
2,023
51
Quang Ngai
QNG
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
20.124762
20.124762
50
5.97288
5.730543
3.981121
4.440218
2,023
52
Binh Dinh
BDI
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
22.371663
22.371663
24
6.58008
6.113873
4.377098
5.300612
2,023
54
Phu Yen
PY
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
21.934967
21.934967
31
6.882938
6.032822
4.040601
4.978607
2,023
56
Khanh Hoa
KH
historical_63
published_or_sum_of_4_equal_weight
Duyên hải miền Trung
22.855762
22.855762
15
7.022354
6.015502
4.858771
4.959134
End of preview. Expand in Data Studio

Vietnam PGI provincial green index scores (2022-2024)

Multi-year Provincial Green Index (PGI) panel for Vietnam, 2022-2024. Four equal-weight environmental-governance subindices plus unweighted/published totals and ranks. Geography normalized to the historical 63-province system via ar_core.vn_geo. Cross-checked against VCCI component sheets and the official PGI ranking table on pcivietnam.vn.

Figures

Hero

Hero

Comparison

Comparison

Color key

Color key

Files

provinces_long (1323 rows)

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

provinces_wide (189 rows)

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

codebook (7 rows)

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

coverage (189 rows)

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

year_meta (3 rows)

  • data/year_meta.csv
  • data/year_meta.dta
  • data/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: Vietnam Chamber of Commerce and Industry (VCCI), Provincial Green Index (PGI), https://pcivietnam.vn. Annual provincial indicator appendices cleaned and geo-normalized. totals cross-checked against the official PGI ranking table. Review VCCI terms before commercial redistribution. cite the official PGI reports for the survey years you use.

Method: ingest VCCI PGI workbooks, normalize geography with ar_core.vn_geo, assemble subindex and total panels, and cross-check ranks. 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{pgi_vn_provinces_panel,
  title = {Vietnam PGI provincial green index scores (2022--2024)},
  author = {{Vietnam Chamber of Commerce and Industry (VCCI)}},
  howpublished = {\url{https://pcivietnam.vn}},
  note = {Cleaned multi-year province panel; four equal-weight subindices},
  year = {2024}
}

Built 2026-09-26 UTC.

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